From 5d930acccaeb6d2a51fddea5a5cd8f396c5c1449 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ricardo=20Monta=C3=B1ana?= Date: Thu, 8 Dec 2022 20:16:00 +0100 Subject: [PATCH] Test alternative --- .gitignore | 6 +- c.txt | 4993 ++++++++++ debug.cpp | 232 +- fimdlp/CPPFImdlp.cpp | 4 +- fimdlp/Metrics.cpp | 12 +- fimdlp/ccFImdlp.cc | 159 + fimdlp/ccFImdlp.h | 35 + fimdlp/ccMetrics.cc | 74 + fimdlp/ccMetrics.h | 21 + fimdlp/cfimdlp.pyx | 13 +- fimdlp/cppfimdlp.cpython-310-darwin.so | Bin 122968 -> 123792 bytes fimdlp/m2.cpp | 36 + fimdlp/mdlp.py | 12 +- fimdlp/pyfimdlp.py | 353 +- fimdlp/typesFImdlp.h | 11 +- ...neseVowels.arff => kdd_JapaneseVowels.arff | 0 p.txt | 8557 +++++++++++++++++ sample.py | 44 +- setup.py | 6 +- 19 files changed, 14525 insertions(+), 43 deletions(-) create mode 100644 c.txt create mode 100644 fimdlp/ccFImdlp.cc create mode 100644 fimdlp/ccFImdlp.h create mode 100644 fimdlp/ccMetrics.cc create mode 100644 fimdlp/ccMetrics.h create mode 100644 fimdlp/m2.cpp rename fimdlp/kdd_JapaneseVowels.arff => kdd_JapaneseVowels.arff (100%) create mode 100644 p.txt diff --git a/.gitignore b/.gitignore index b31b131..0d1e804 100644 --- a/.gitignore +++ b/.gitignore @@ -33,8 +33,8 @@ MANIFEST *.manifest *.spec -# Installer logs -pip-log.txt +# Installer log2s +pip-log2.txt pip-delete-this-directory.txt # Unit test / coverage reports @@ -56,7 +56,7 @@ coverage.xml *.pot # Django stuff: -*.log +*.log2 local_settings.py db.sqlite3 db.sqlite3-journal diff --git a/c.txt b/c.txt new file mode 100644 index 0000000..e8af2e8 --- /dev/null +++ b/c.txt @@ -0,0 +1,4993 @@ +idx: 20 entropy_left: 0 entropy_right : 1.54858 -> 0 150 +idx: 21 entropy_left: 0.276195 entropy_right : 1.54983 -> 0 150 +idx: 22 entropy_left: 0.530406 entropy_right : 1.55119 -> 0 150 +idx: 24 entropy_left: 0.49715 entropy_right : 1.54198 -> 0 150 +idx: 25 entropy_left: 0.639556 entropy_right : 1.54334 -> 0 150 +idx: 29 entropy_left: 0.574828 entropy_right : 1.5202 -> 0 150 +idx: 30 entropy_left: 0.67468 entropy_right : 1.52168 -> 0 150 +idx: 33 entropy_left: 0.631172 entropy_right : 1.49921 -> 0 150 +idx: 34 entropy_left: 0.708597 entropy_right : 1.50071 -> 0 150 +idx: 44 entropy_left: 0.592825 entropy_right : 1.37643 -> 0 150 +idx: 45 entropy_left: 0.653179 entropy_right : 1.37798 -> 0 150 +idx: 51 entropy_left: 0.599033 entropy_right : 1.23679 -> 0 150 +idx: 52 entropy_left: 0.64961 entropy_right : 1.23772 -> 0 150 +idx: 53 entropy_left: 0.641248 entropy_right : 1.2047 -> 0 150 +idx: 58 entropy_left: 0.821126 entropy_right : 1.20561 -> 0 150 +idx: 59 entropy_left: 0.812822 entropy_right : 1.16707 -> 0 150 +idx: 61 entropy_left: 0.862354 entropy_right : 1.16534 -> 0 150 +idx: 62 entropy_left: 0.935303 entropy_right : 1.16872 -> 0 150 +idx: 68 entropy_left: 1.03193 entropy_right : 1.15739 -> 0 150 +idx: 69 entropy_left: 1.02463 entropy_right : 1.1095 -> 0 150 +idx: 70 entropy_left: 1.03619 entropy_right : 1.10587 -> 0 150 +idx: 71 entropy_left: 1.08958 entropy_right : 1.11046 -> 0 150 +idx: 72 entropy_left: 1.08223 entropy_right : 1.05114 -> 0 150 +idx: 74 entropy_left: 1.10157 entropy_right : 1.04172 -> 0 150 +idx: 75 entropy_left: 1.14578 entropy_right : 1.04629 -> 0 150 +idx: 76 entropy_left: 1.13871 entropy_right : 0.956889 -> 0 150 +idx: 77 entropy_left: 1.14685 entropy_right : 0.950567 -> 0 150 +idx: 78 entropy_left: 1.18483 entropy_right : 0.954434 -> 0 150 +idx: 79 entropy_left: 1.19186 entropy_right : 0.947707 -> 0 150 +idx: 81 entropy_left: 1.25487 entropy_right : 0.955759 -> 0 150 +idx: 83 entropy_left: 1.26593 entropy_right : 0.941186 -> 0 150 +idx: 84 entropy_left: 1.29227 entropy_right : 0.94566 -> 0 150 +idx: 87 entropy_left: 1.30416 entropy_right : 0.918296 -> 0 150 +idx: 88 entropy_left: 1.32757 entropy_right : 0.923579 -> 0 150 +idx: 89 entropy_left: 1.33047 entropy_right : 0.912734 -> 0 150 +idx: 91 entropy_left: 1.37095 entropy_right : 0.923842 -> 0 150 +idx: 95 entropy_left: 1.37806 entropy_right : 0.869893 -> 0 150 +idx: 97 entropy_left: 1.41154 entropy_right : 0.883585 -> 0 150 +idx: 99 entropy_left: 1.41304 entropy_right : 0.847862 -> 0 150 +idx: 101 entropy_left: 1.44125 entropy_right : 0.863121 -> 0 150 +idx: 102 entropy_left: 1.44158 entropy_right : 0.842658 -> 0 150 +idx: 104 entropy_left: 1.46554 entropy_right : 0.858981 -> 0 150 +idx: 105 entropy_left: 1.46567 entropy_right : 0.836641 -> 0 150 +idx: 106 entropy_left: 1.47629 entropy_right : 0.845351 -> 0 150 +idx: 107 entropy_left: 1.47621 entropy_right : 0.820364 -> 0 150 +idx: 109 entropy_left: 1.49514 entropy_right : 0.839004 -> 0 150 +idx: 110 entropy_left: 1.49492 entropy_right : 0.811278 -> 0 150 +idx: 113 entropy_left: 1.5183 entropy_right : 0.841852 -> 0 150 +idx: 114 entropy_left: 1.51803 entropy_right : 0.811278 -> 0 150 +idx: 117 entropy_left: 1.53649 entropy_right : 0.845351 -> 0 150 +idx: 118 entropy_left: 1.53619 entropy_right : 0.811278 -> 0 150 +idx: 120 entropy_left: 1.54626 entropy_right : 0.836641 -> 0 150 +idx: 122 entropy_left: 1.54538 entropy_right : 0.749595 -> 0 150 +idx: 127 entropy_left: 1.56449 entropy_right : 0.828056 -> 0 150 +idx: 130 entropy_left: 1.56296 entropy_right : 0.60984 -> 0 150 +idx: 132 entropy_left: 1.56876 entropy_right : 0.650022 -> 0 150 +idx: 133 entropy_left: 1.5681 entropy_right : 0.522559 -> 0 150 +idx: 134 entropy_left: 1.57065 entropy_right : 0.543564 -> 0 150 +idx: 135 entropy_left: 1.56992 entropy_right : 0.353359 -> 0 150 +idx: 137 entropy_left: 1.57442 entropy_right : 0.391244 -> 0 150 +idx: 138 entropy_left: 1.57369 entropy_right : 0 -> 0 150 +cut: 4.9 index: 20 +start: 0 cut: 20 end: 150 +k=3 k1=1 k2=3 ent=1.58496 ent1=0 ent2=1.54858 +ig=0.242859 delta=4.53471 N 150 term 0.0783592 +¡Ding! 4.9 20 +idx: 21 entropy_left: 0 entropy_right : 1.54983 -> 20 150 +idx: 22 entropy_left: 1 entropy_right : 1.55119 -> 20 150 +idx: 24 entropy_left: 1.5 entropy_right : 1.54198 -> 20 150 +idx: 25 entropy_left: 1.52193 entropy_right : 1.54334 -> 20 150 +idx: 29 entropy_left: 1.22439 entropy_right : 1.5202 -> 20 150 +idx: 30 entropy_left: 1.29546 entropy_right : 1.52168 -> 20 150 +idx: 33 entropy_left: 1.14012 entropy_right : 1.49921 -> 20 150 +idx: 34 entropy_left: 1.19812 entropy_right : 1.50071 -> 20 150 +idx: 44 entropy_left: 0.888686 entropy_right : 1.37643 -> 20 150 +idx: 45 entropy_left: 0.951046 entropy_right : 1.37798 -> 20 150 +idx: 51 entropy_left: 0.834646 entropy_right : 1.23679 -> 20 150 +idx: 52 entropy_left: 0.887307 entropy_right : 1.23772 -> 20 150 +idx: 53 entropy_left: 0.871024 entropy_right : 1.2047 -> 20 150 +idx: 58 entropy_left: 1.03042 entropy_right : 1.20561 -> 20 150 +idx: 59 entropy_left: 1.01782 entropy_right : 1.16707 -> 20 150 +idx: 61 entropy_left: 1.05297 entropy_right : 1.16534 -> 20 150 +idx: 62 entropy_left: 1.14261 entropy_right : 1.16872 -> 20 150 +idx: 68 entropy_left: 1.1872 entropy_right : 1.15739 -> 20 150 +idx: 69 entropy_left: 1.17968 entropy_right : 1.1095 -> 20 150 +idx: 70 entropy_left: 1.18297 entropy_right : 1.10587 -> 20 150 +idx: 71 entropy_left: 1.24499 entropy_right : 1.11046 -> 20 150 +idx: 72 entropy_left: 1.23746 entropy_right : 1.05114 -> 20 150 +idx: 74 entropy_left: 1.24111 entropy_right : 1.04172 -> 20 150 +idx: 75 entropy_left: 1.29065 entropy_right : 1.04629 -> 20 150 +idx: 76 entropy_left: 1.28389 entropy_right : 0.956889 -> 20 150 +idx: 77 entropy_left: 1.28467 entropy_right : 0.950567 -> 20 150 +idx: 78 entropy_left: 1.32594 entropy_right : 0.954434 -> 20 150 +idx: 79 entropy_left: 1.32577 entropy_right : 0.947707 -> 20 150 +idx: 81 entropy_left: 1.39144 entropy_right : 0.955759 -> 20 150 +idx: 83 entropy_left: 1.38887 entropy_right : 0.941186 -> 20 150 +idx: 84 entropy_left: 1.41534 entropy_right : 0.94566 -> 20 150 +idx: 87 entropy_left: 1.40806 entropy_right : 0.918296 -> 20 150 +idx: 88 entropy_left: 1.43132 entropy_right : 0.923579 -> 20 150 +idx: 89 entropy_left: 1.42819 entropy_right : 0.912734 -> 20 150 +idx: 91 entropy_left: 1.46711 entropy_right : 0.923842 -> 20 150 +idx: 95 entropy_left: 1.45236 entropy_right : 0.869893 -> 20 150 +idx: 97 entropy_left: 1.48385 entropy_right : 0.883585 -> 20 150 +idx: 99 entropy_left: 1.47556 entropy_right : 0.847862 -> 20 150 +idx: 101 entropy_left: 1.50124 entropy_right : 0.863121 -> 20 150 +idx: 102 entropy_left: 1.49707 entropy_right : 0.842658 -> 20 150 +idx: 104 entropy_left: 1.51799 entropy_right : 0.858981 -> 20 150 +idx: 105 entropy_left: 1.51392 entropy_right : 0.836641 -> 20 150 +idx: 106 entropy_left: 1.52293 entropy_right : 0.845351 -> 20 150 +idx: 107 entropy_left: 1.51885 entropy_right : 0.820364 -> 20 150 +idx: 109 entropy_left: 1.53443 entropy_right : 0.839004 -> 20 150 +idx: 110 entropy_left: 1.53049 entropy_right : 0.811278 -> 20 150 +idx: 113 entropy_left: 1.54856 entropy_right : 0.841852 -> 20 150 +idx: 114 entropy_left: 1.54493 entropy_right : 0.811278 -> 20 150 +idx: 117 entropy_left: 1.55787 entropy_right : 0.845351 -> 20 150 +idx: 118 entropy_left: 1.55455 entropy_right : 0.811278 -> 20 150 +idx: 120 entropy_left: 1.56096 entropy_right : 0.836641 -> 20 150 +idx: 122 entropy_left: 1.55451 entropy_right : 0.749595 -> 20 150 +idx: 127 entropy_left: 1.56496 entropy_right : 0.828056 -> 20 150 +idx: 130 entropy_left: 1.55647 entropy_right : 0.60984 -> 20 150 +idx: 132 entropy_left: 1.55916 entropy_right : 0.650022 -> 20 150 +idx: 133 entropy_left: 1.55638 entropy_right : 0.522559 -> 20 150 +idx: 134 entropy_left: 1.55743 entropy_right : 0.543564 -> 20 150 +idx: 135 entropy_left: 1.55467 entropy_right : 0.353359 -> 20 150 +idx: 137 entropy_left: 1.55627 entropy_right : 0.391244 -> 20 150 +idx: 138 entropy_left: 1.55365 entropy_right : 0 -> 20 150 +cut: 4.9 index: 21 +start: 20 cut: 21 end: 150 +k=3 k1=1 k2=3 ent=1.54858 ent1=0 ent2=1.54983 +ig=0.0106729 delta=4.6476 N 130 term 0.0896833 +idx: 22 entropy_left: 0 entropy_right : 1.55119 -> 21 150 +idx: 24 entropy_left: 0.918296 entropy_right : 1.54198 -> 21 150 +idx: 25 entropy_left: 1.5 entropy_right : 1.54334 -> 21 150 +idx: 29 entropy_left: 1.06128 entropy_right : 1.5202 -> 21 150 +idx: 30 entropy_left: 1.22439 entropy_right : 1.52168 -> 21 150 +idx: 33 entropy_left: 1.04085 entropy_right : 1.49921 -> 21 150 +idx: 34 entropy_left: 1.14012 entropy_right : 1.50071 -> 21 150 +idx: 44 entropy_left: 0.80767 entropy_right : 1.37643 -> 21 150 +idx: 45 entropy_left: 0.888686 entropy_right : 1.37798 -> 21 150 +idx: 51 entropy_left: 0.770344 entropy_right : 1.23679 -> 21 150 +idx: 52 entropy_left: 0.834646 entropy_right : 1.23772 -> 21 150 +idx: 53 entropy_left: 0.818091 entropy_right : 1.2047 -> 21 150 +idx: 58 entropy_left: 1.00862 entropy_right : 1.20561 -> 21 150 +idx: 59 entropy_left: 0.995263 entropy_right : 1.16707 -> 21 150 +idx: 61 entropy_left: 1.03689 entropy_right : 1.16534 -> 21 150 +idx: 62 entropy_left: 1.12825 entropy_right : 1.16872 -> 21 150 +idx: 68 entropy_left: 1.18351 entropy_right : 1.15739 -> 21 150 +idx: 69 entropy_left: 1.17528 entropy_right : 1.1095 -> 21 150 +idx: 70 entropy_left: 1.17968 entropy_right : 1.10587 -> 21 150 +idx: 71 entropy_left: 1.24243 entropy_right : 1.11046 -> 21 150 +idx: 72 entropy_left: 1.23425 entropy_right : 1.05114 -> 21 150 +idx: 74 entropy_left: 1.23971 entropy_right : 1.04172 -> 21 150 +idx: 75 entropy_left: 1.2897 entropy_right : 1.04629 -> 21 150 +idx: 76 entropy_left: 1.28235 entropy_right : 0.956889 -> 21 150 +idx: 77 entropy_left: 1.28389 entropy_right : 0.950567 -> 21 150 +idx: 78 entropy_left: 1.32545 entropy_right : 0.954434 -> 21 150 +idx: 79 entropy_left: 1.32594 entropy_right : 0.947707 -> 21 150 +idx: 81 entropy_left: 1.39189 entropy_right : 0.955759 -> 21 150 +idx: 83 entropy_left: 1.39041 entropy_right : 0.941186 -> 21 150 +idx: 84 entropy_left: 1.41691 entropy_right : 0.94566 -> 21 150 +idx: 87 entropy_left: 1.41087 entropy_right : 0.918296 -> 21 150 +idx: 88 entropy_left: 1.43412 entropy_right : 0.923579 -> 21 150 +idx: 89 entropy_left: 1.43132 entropy_right : 0.912734 -> 21 150 +idx: 91 entropy_left: 1.47011 entropy_right : 0.923842 -> 21 150 +idx: 95 entropy_left: 1.45641 entropy_right : 0.869893 -> 21 150 +idx: 97 entropy_left: 1.4877 entropy_right : 0.883585 -> 21 150 +idx: 99 entropy_left: 1.4798 entropy_right : 0.847862 -> 21 150 +idx: 101 entropy_left: 1.50524 entropy_right : 0.863121 -> 21 150 +idx: 102 entropy_left: 1.50124 entropy_right : 0.842658 -> 21 150 +idx: 104 entropy_left: 1.5219 entropy_right : 0.858981 -> 21 150 +idx: 105 entropy_left: 1.51799 entropy_right : 0.836641 -> 21 150 +idx: 106 entropy_left: 1.52686 entropy_right : 0.845351 -> 21 150 +idx: 107 entropy_left: 1.52293 entropy_right : 0.820364 -> 21 150 +idx: 109 entropy_left: 1.53822 entropy_right : 0.839004 -> 21 150 +idx: 110 entropy_left: 1.53443 entropy_right : 0.811278 -> 21 150 +idx: 113 entropy_left: 1.55205 entropy_right : 0.841852 -> 21 150 +idx: 114 entropy_left: 1.54856 entropy_right : 0.811278 -> 21 150 +idx: 117 entropy_left: 1.56105 entropy_right : 0.845351 -> 21 150 +idx: 118 entropy_left: 1.55787 entropy_right : 0.811278 -> 21 150 +idx: 120 entropy_left: 1.56398 entropy_right : 0.836641 -> 21 150 +idx: 122 entropy_left: 1.5578 entropy_right : 0.749595 -> 21 150 +idx: 127 entropy_left: 1.56753 entropy_right : 0.828056 -> 21 150 +idx: 130 entropy_left: 1.55942 entropy_right : 0.60984 -> 21 150 +idx: 132 entropy_left: 1.56184 entropy_right : 0.650022 -> 21 150 +idx: 133 entropy_left: 1.55916 entropy_right : 0.522559 -> 21 150 +idx: 134 entropy_left: 1.56009 entropy_right : 0.543564 -> 21 150 +idx: 135 entropy_left: 1.55743 entropy_right : 0.353359 -> 21 150 +idx: 137 entropy_left: 1.55879 entropy_right : 0.391244 -> 21 150 +idx: 138 entropy_left: 1.55627 entropy_right : 0 -> 21 150 +cut: 4.95 index: 22 +start: 21 cut: 22 end: 150 +k=3 k1=1 k2=3 ent=1.54983 ent1=0 ent2=1.55119 +ig=0.0106688 delta=4.64792 N 129 term 0.090294 +idx: 24 entropy_left: 0 entropy_right : 1.54198 -> 22 150 +idx: 25 entropy_left: 0.918296 entropy_right : 1.54334 -> 22 150 +idx: 29 entropy_left: 0.591673 entropy_right : 1.5202 -> 22 150 +idx: 30 entropy_left: 0.811278 entropy_right : 1.52168 -> 22 150 +idx: 33 entropy_left: 0.684038 entropy_right : 1.49921 -> 22 150 +idx: 34 entropy_left: 0.811278 entropy_right : 1.50071 -> 22 150 +idx: 44 entropy_left: 0.574636 entropy_right : 1.37643 -> 22 150 +idx: 45 entropy_left: 0.666578 entropy_right : 1.37798 -> 22 150 +idx: 51 entropy_left: 0.578795 entropy_right : 1.23679 -> 22 150 +idx: 52 entropy_left: 0.650022 entropy_right : 1.23772 -> 22 150 +idx: 53 entropy_left: 0.637388 entropy_right : 1.2047 -> 22 150 +idx: 58 entropy_left: 0.852405 entropy_right : 1.20561 -> 22 150 +idx: 59 entropy_left: 0.841852 entropy_right : 1.16707 -> 22 150 +idx: 61 entropy_left: 0.890492 entropy_right : 1.16534 -> 22 150 +idx: 62 entropy_left: 1.03689 entropy_right : 1.16872 -> 22 150 +idx: 68 entropy_left: 1.10094 entropy_right : 1.15739 -> 22 150 +idx: 69 entropy_left: 1.09364 entropy_right : 1.1095 -> 22 150 +idx: 70 entropy_left: 1.0992 entropy_right : 1.10587 -> 22 150 +idx: 71 entropy_left: 1.17968 entropy_right : 1.11046 -> 22 150 +idx: 72 entropy_left: 1.17201 entropy_right : 1.05114 -> 22 150 +idx: 74 entropy_left: 1.1789 entropy_right : 1.04172 -> 22 150 +idx: 75 entropy_left: 1.23971 entropy_right : 1.04629 -> 22 150 +idx: 76 entropy_left: 1.23266 entropy_right : 0.956889 -> 22 150 +idx: 77 entropy_left: 1.23465 entropy_right : 0.950567 -> 22 150 +idx: 78 entropy_left: 1.28389 entropy_right : 0.954434 -> 22 150 +idx: 79 entropy_left: 1.28467 entropy_right : 0.947707 -> 22 150 +idx: 81 entropy_left: 1.36131 entropy_right : 0.955759 -> 22 150 +idx: 83 entropy_left: 1.36003 entropy_right : 0.941186 -> 22 150 +idx: 84 entropy_left: 1.39041 entropy_right : 0.94566 -> 22 150 +idx: 87 entropy_left: 1.38446 entropy_right : 0.918296 -> 22 150 +idx: 88 entropy_left: 1.41087 entropy_right : 0.923579 -> 22 150 +idx: 89 entropy_left: 1.40806 entropy_right : 0.912734 -> 22 150 +idx: 91 entropy_left: 1.45189 entropy_right : 0.923842 -> 22 150 +idx: 95 entropy_left: 1.43789 entropy_right : 0.869893 -> 22 150 +idx: 97 entropy_left: 1.47293 entropy_right : 0.883585 -> 22 150 +idx: 99 entropy_left: 1.46482 entropy_right : 0.847862 -> 22 150 +idx: 101 entropy_left: 1.49322 entropy_right : 0.863121 -> 22 150 +idx: 102 entropy_left: 1.48909 entropy_right : 0.842658 -> 22 150 +idx: 104 entropy_left: 1.51214 entropy_right : 0.858981 -> 22 150 +idx: 105 entropy_left: 1.50809 entropy_right : 0.836641 -> 22 150 +idx: 106 entropy_left: 1.51799 entropy_right : 0.845351 -> 22 150 +idx: 107 entropy_left: 1.51392 entropy_right : 0.820364 -> 22 150 +idx: 109 entropy_left: 1.53101 entropy_right : 0.839004 -> 22 150 +idx: 110 entropy_left: 1.52707 entropy_right : 0.811278 -> 22 150 +idx: 113 entropy_left: 1.54686 entropy_right : 0.841852 -> 22 150 +idx: 114 entropy_left: 1.54322 entropy_right : 0.811278 -> 22 150 +idx: 117 entropy_left: 1.55743 entropy_right : 0.845351 -> 22 150 +idx: 118 entropy_left: 1.5541 entropy_right : 0.811278 -> 22 150 +idx: 120 entropy_left: 1.56116 entropy_right : 0.836641 -> 22 150 +idx: 122 entropy_left: 1.55468 entropy_right : 0.749595 -> 22 150 +idx: 127 entropy_left: 1.56628 entropy_right : 0.828056 -> 22 150 +idx: 130 entropy_left: 1.55775 entropy_right : 0.60984 -> 22 150 +idx: 132 entropy_left: 1.56078 entropy_right : 0.650022 -> 22 150 +idx: 133 entropy_left: 1.55796 entropy_right : 0.522559 -> 22 150 +idx: 134 entropy_left: 1.55916 entropy_right : 0.543564 -> 22 150 +idx: 135 entropy_left: 1.55638 entropy_right : 0.353359 -> 22 150 +idx: 137 entropy_left: 1.55823 entropy_right : 0.391244 -> 22 150 +idx: 138 entropy_left: 1.55559 entropy_right : 0 -> 22 150 +cut: 5 index: 24 +start: 22 cut: 24 end: 150 +k=3 k1=1 k2=3 ent=1.55119 ent1=0 ent2=1.54198 +ig=0.0332967 delta=4.61625 N 128 term 0.0906635 +idx: 25 entropy_left: 0 entropy_right : 1.54334 -> 24 150 +idx: 29 entropy_left: 0.721928 entropy_right : 1.5202 -> 24 150 +idx: 30 entropy_left: 0.918296 entropy_right : 1.52168 -> 24 150 +idx: 33 entropy_left: 0.764205 entropy_right : 1.49921 -> 24 150 +idx: 34 entropy_left: 0.881291 entropy_right : 1.50071 -> 24 150 +idx: 44 entropy_left: 0.60984 entropy_right : 1.37643 -> 24 150 +idx: 45 entropy_left: 0.702467 entropy_right : 1.37798 -> 24 150 +idx: 51 entropy_left: 0.605187 entropy_right : 1.23679 -> 24 150 +idx: 52 entropy_left: 0.676942 entropy_right : 1.23772 -> 24 150 +idx: 53 entropy_left: 0.663197 entropy_right : 1.2047 -> 24 150 +idx: 58 entropy_left: 0.873981 entropy_right : 1.20561 -> 24 150 +idx: 59 entropy_left: 0.863121 entropy_right : 1.16707 -> 24 150 +idx: 61 entropy_left: 0.909022 entropy_right : 1.16534 -> 24 150 +idx: 62 entropy_left: 1.06067 entropy_right : 1.16872 -> 24 150 +idx: 68 entropy_left: 1.115 entropy_right : 1.15739 -> 24 150 +idx: 69 entropy_left: 1.10807 entropy_right : 1.1095 -> 24 150 +idx: 70 entropy_left: 1.11221 entropy_right : 1.10587 -> 24 150 +idx: 71 entropy_left: 1.19455 entropy_right : 1.11046 -> 24 150 +idx: 72 entropy_left: 1.1872 entropy_right : 1.05114 -> 24 150 +idx: 74 entropy_left: 1.19144 entropy_right : 1.04172 -> 24 150 +idx: 75 entropy_left: 1.2533 entropy_right : 1.04629 -> 24 150 +idx: 76 entropy_left: 1.2466 entropy_right : 0.956889 -> 24 150 +idx: 77 entropy_left: 1.24739 entropy_right : 0.950567 -> 24 150 +idx: 78 entropy_left: 1.29723 entropy_right : 0.954434 -> 24 150 +idx: 79 entropy_left: 1.29685 entropy_right : 0.947707 -> 24 150 +idx: 81 entropy_left: 1.37398 entropy_right : 0.955759 -> 24 150 +idx: 83 entropy_left: 1.37057 entropy_right : 0.941186 -> 24 150 +idx: 84 entropy_left: 1.40099 entropy_right : 0.94566 -> 24 150 +idx: 87 entropy_left: 1.39215 entropy_right : 0.918296 -> 24 150 +idx: 88 entropy_left: 1.41856 entropy_right : 0.923579 -> 24 150 +idx: 89 entropy_left: 1.41487 entropy_right : 0.912734 -> 24 150 +idx: 91 entropy_left: 1.45853 entropy_right : 0.923842 -> 24 150 +idx: 95 entropy_left: 1.44143 entropy_right : 0.869893 -> 24 150 +idx: 97 entropy_left: 1.47626 entropy_right : 0.883585 -> 24 150 +idx: 99 entropy_left: 1.46681 entropy_right : 0.847862 -> 24 150 +idx: 101 entropy_left: 1.49492 entropy_right : 0.863121 -> 24 150 +idx: 102 entropy_left: 1.49019 entropy_right : 0.842658 -> 24 150 +idx: 104 entropy_left: 1.51289 entropy_right : 0.858981 -> 24 150 +idx: 105 entropy_left: 1.5083 entropy_right : 0.836641 -> 24 150 +idx: 106 entropy_left: 1.51801 entropy_right : 0.845351 -> 24 150 +idx: 107 entropy_left: 1.51342 entropy_right : 0.820364 -> 24 150 +idx: 109 entropy_left: 1.53012 entropy_right : 0.839004 -> 24 150 +idx: 110 entropy_left: 1.52572 entropy_right : 0.811278 -> 24 150 +idx: 113 entropy_left: 1.5449 entropy_right : 0.841852 -> 24 150 +idx: 114 entropy_left: 1.54085 entropy_right : 0.811278 -> 24 150 +idx: 117 entropy_left: 1.55443 entropy_right : 0.845351 -> 24 150 +idx: 118 entropy_left: 1.55074 entropy_right : 0.811278 -> 24 150 +idx: 120 entropy_left: 1.55738 entropy_right : 0.836641 -> 24 150 +idx: 122 entropy_left: 1.55025 entropy_right : 0.749595 -> 24 150 +idx: 127 entropy_left: 1.56091 entropy_right : 0.828056 -> 24 150 +idx: 130 entropy_left: 1.5516 entropy_right : 0.60984 -> 24 150 +idx: 132 entropy_left: 1.5543 entropy_right : 0.650022 -> 24 150 +idx: 133 entropy_left: 1.55125 entropy_right : 0.522559 -> 24 150 +idx: 134 entropy_left: 1.5523 entropy_right : 0.543564 -> 24 150 +idx: 135 entropy_left: 1.54929 entropy_right : 0.353359 -> 24 150 +idx: 137 entropy_left: 1.55085 entropy_right : 0.391244 -> 24 150 +idx: 138 entropy_left: 1.54801 entropy_right : 0 -> 24 150 +cut: 5 index: 25 +start: 24 cut: 25 end: 150 +k=3 k1=1 k2=3 ent=1.54198 ent1=0 ent2=1.54334 +ig=0.010886 delta=4.64794 N 126 term 0.0921725 +idx: 29 entropy_left: 0 entropy_right : 1.5202 -> 25 150 +idx: 30 entropy_left: 0.721928 entropy_right : 1.52168 -> 25 150 +idx: 33 entropy_left: 0.543564 entropy_right : 1.49921 -> 25 150 +idx: 34 entropy_left: 0.764205 entropy_right : 1.50071 -> 25 150 +idx: 44 entropy_left: 0.485461 entropy_right : 1.37643 -> 25 150 +idx: 45 entropy_left: 0.60984 entropy_right : 1.37798 -> 25 150 +idx: 51 entropy_left: 0.515947 entropy_right : 1.23679 -> 25 150 +idx: 52 entropy_left: 0.605187 entropy_right : 1.23772 -> 25 150 +idx: 53 entropy_left: 0.591673 entropy_right : 1.2047 -> 25 150 +idx: 58 entropy_left: 0.845351 entropy_right : 1.20561 -> 25 150 +idx: 59 entropy_left: 0.833765 entropy_right : 1.16707 -> 25 150 +idx: 61 entropy_left: 0.887976 entropy_right : 1.16534 -> 25 150 +idx: 62 entropy_left: 1.04323 entropy_right : 1.16872 -> 25 150 +idx: 68 entropy_left: 1.11037 entropy_right : 1.15739 -> 25 150 +idx: 69 entropy_left: 1.10265 entropy_right : 1.1095 -> 25 150 +idx: 70 entropy_left: 1.10807 entropy_right : 1.10587 -> 25 150 +idx: 71 entropy_left: 1.1916 entropy_right : 1.11046 -> 25 150 +idx: 72 entropy_left: 1.18351 entropy_right : 1.05114 -> 25 150 +idx: 74 entropy_left: 1.1898 entropy_right : 1.04172 -> 25 150 +idx: 75 entropy_left: 1.25235 entropy_right : 1.04629 -> 25 150 +idx: 76 entropy_left: 1.24499 entropy_right : 0.956889 -> 25 150 +idx: 77 entropy_left: 1.2466 entropy_right : 0.950567 -> 25 150 +idx: 78 entropy_left: 1.29689 entropy_right : 0.954434 -> 25 150 +idx: 79 entropy_left: 1.29723 entropy_right : 0.947707 -> 25 150 +idx: 81 entropy_left: 1.3748 entropy_right : 0.955759 -> 25 150 +idx: 83 entropy_left: 1.37255 entropy_right : 0.941186 -> 25 150 +idx: 84 entropy_left: 1.40304 entropy_right : 0.94566 -> 25 150 +idx: 87 entropy_left: 1.3955 entropy_right : 0.918296 -> 25 150 +idx: 88 entropy_left: 1.42192 entropy_right : 0.923579 -> 25 150 +idx: 89 entropy_left: 1.41856 entropy_right : 0.912734 -> 25 150 +idx: 91 entropy_left: 1.4621 entropy_right : 0.923842 -> 25 150 +idx: 95 entropy_left: 1.44607 entropy_right : 0.869893 -> 25 150 +idx: 97 entropy_left: 1.48068 entropy_right : 0.883585 -> 25 150 +idx: 99 entropy_left: 1.47163 entropy_right : 0.847862 -> 25 150 +idx: 101 entropy_left: 1.49947 entropy_right : 0.863121 -> 25 150 +idx: 102 entropy_left: 1.49492 entropy_right : 0.842658 -> 25 150 +idx: 104 entropy_left: 1.51731 entropy_right : 0.858981 -> 25 150 +idx: 105 entropy_left: 1.51289 entropy_right : 0.836641 -> 25 150 +idx: 106 entropy_left: 1.52244 entropy_right : 0.845351 -> 25 150 +idx: 107 entropy_left: 1.51801 entropy_right : 0.820364 -> 25 150 +idx: 109 entropy_left: 1.53438 entropy_right : 0.839004 -> 25 150 +idx: 110 entropy_left: 1.53012 entropy_right : 0.811278 -> 25 150 +idx: 113 entropy_left: 1.54881 entropy_right : 0.841852 -> 25 150 +idx: 114 entropy_left: 1.5449 entropy_right : 0.811278 -> 25 150 +idx: 117 entropy_left: 1.55799 entropy_right : 0.845351 -> 25 150 +idx: 118 entropy_left: 1.55443 entropy_right : 0.811278 -> 25 150 +idx: 120 entropy_left: 1.56075 entropy_right : 0.836641 -> 25 150 +idx: 122 entropy_left: 1.55388 entropy_right : 0.749595 -> 25 150 +idx: 127 entropy_left: 1.56377 entropy_right : 0.828056 -> 25 150 +idx: 130 entropy_left: 1.55482 entropy_right : 0.60984 -> 25 150 +idx: 132 entropy_left: 1.55723 entropy_right : 0.650022 -> 25 150 +idx: 133 entropy_left: 1.5543 entropy_right : 0.522559 -> 25 150 +idx: 134 entropy_left: 1.55521 entropy_right : 0.543564 -> 25 150 +idx: 135 entropy_left: 1.5523 entropy_right : 0.353359 -> 25 150 +idx: 137 entropy_left: 1.55359 entropy_right : 0.391244 -> 25 150 +idx: 138 entropy_left: 1.55085 entropy_right : 0 -> 25 150 +cut: 5 index: 29 +start: 25 cut: 29 end: 150 +k=3 k1=1 k2=3 ent=1.54334 ent1=0 ent2=1.5202 +ig=0.07179 delta=4.57443 N 125 term 0.092229 +idx: 30 entropy_left: 0 entropy_right : 1.52168 -> 29 150 +idx: 33 entropy_left: 0.811278 entropy_right : 1.49921 -> 29 150 +idx: 34 entropy_left: 0.970951 entropy_right : 1.50071 -> 29 150 +idx: 44 entropy_left: 0.566509 entropy_right : 1.37643 -> 29 150 +idx: 45 entropy_left: 0.696212 entropy_right : 1.37798 -> 29 150 +idx: 51 entropy_left: 0.574636 entropy_right : 1.23679 -> 29 150 +idx: 52 entropy_left: 0.666578 entropy_right : 1.23772 -> 29 150 +idx: 53 entropy_left: 0.650022 entropy_right : 1.2047 -> 29 150 +idx: 58 entropy_left: 0.893571 entropy_right : 1.20561 -> 29 150 +idx: 59 entropy_left: 0.881291 entropy_right : 1.16707 -> 29 150 +idx: 61 entropy_left: 0.928362 entropy_right : 1.16534 -> 29 150 +idx: 62 entropy_left: 1.09614 entropy_right : 1.16872 -> 29 150 +idx: 68 entropy_left: 1.13859 entropy_right : 1.15739 -> 29 150 +idx: 69 entropy_left: 1.13207 entropy_right : 1.1095 -> 29 150 +idx: 70 entropy_left: 1.13399 entropy_right : 1.10587 -> 29 150 +idx: 71 entropy_left: 1.22169 entropy_right : 1.11046 -> 29 150 +idx: 72 entropy_left: 1.21462 entropy_right : 1.05114 -> 29 150 +idx: 74 entropy_left: 1.21451 entropy_right : 1.04172 -> 29 150 +idx: 75 entropy_left: 1.27931 entropy_right : 1.04629 -> 29 150 +idx: 76 entropy_left: 1.27305 entropy_right : 0.956889 -> 29 150 +idx: 77 entropy_left: 1.27178 entropy_right : 0.950567 -> 29 150 +idx: 78 entropy_left: 1.32333 entropy_right : 0.954434 -> 29 150 +idx: 79 entropy_left: 1.32092 entropy_right : 0.947707 -> 29 150 +idx: 81 entropy_left: 1.39936 entropy_right : 0.955759 -> 29 150 +idx: 83 entropy_left: 1.39215 entropy_right : 0.941186 -> 29 150 +idx: 84 entropy_left: 1.42264 entropy_right : 0.94566 -> 29 150 +idx: 87 entropy_left: 1.40845 entropy_right : 0.918296 -> 29 150 +idx: 88 entropy_left: 1.43483 entropy_right : 0.923579 -> 29 150 +idx: 89 entropy_left: 1.42947 entropy_right : 0.912734 -> 29 150 +idx: 91 entropy_left: 1.47251 entropy_right : 0.923842 -> 29 150 +idx: 95 entropy_left: 1.44957 entropy_right : 0.869893 -> 29 150 +idx: 97 entropy_left: 1.48366 entropy_right : 0.883585 -> 29 150 +idx: 99 entropy_left: 1.47168 entropy_right : 0.847862 -> 29 150 +idx: 101 entropy_left: 1.49887 entropy_right : 0.863121 -> 29 150 +idx: 102 entropy_left: 1.49302 entropy_right : 0.842658 -> 29 150 +idx: 104 entropy_left: 1.51463 entropy_right : 0.858981 -> 29 150 +idx: 105 entropy_left: 1.50903 entropy_right : 0.836641 -> 29 150 +idx: 106 entropy_left: 1.51817 entropy_right : 0.845351 -> 29 150 +idx: 107 entropy_left: 1.51264 entropy_right : 0.820364 -> 29 150 +idx: 109 entropy_left: 1.52818 entropy_right : 0.839004 -> 29 150 +idx: 110 entropy_left: 1.52292 entropy_right : 0.811278 -> 29 150 +idx: 113 entropy_left: 1.54032 entropy_right : 0.841852 -> 29 150 +idx: 114 entropy_left: 1.53554 entropy_right : 0.811278 -> 29 150 +idx: 117 entropy_left: 1.54732 entropy_right : 0.845351 -> 29 150 +idx: 118 entropy_left: 1.54301 entropy_right : 0.811278 -> 29 150 +idx: 120 entropy_left: 1.54847 entropy_right : 0.836641 -> 29 150 +idx: 122 entropy_left: 1.54025 entropy_right : 0.749595 -> 29 150 +idx: 127 entropy_left: 1.54822 entropy_right : 0.828056 -> 29 150 +idx: 130 entropy_left: 1.53769 entropy_right : 0.60984 -> 29 150 +idx: 132 entropy_left: 1.53945 entropy_right : 0.650022 -> 29 150 +idx: 133 entropy_left: 1.53605 entropy_right : 0.522559 -> 29 150 +idx: 134 entropy_left: 1.53665 entropy_right : 0.543564 -> 29 150 +idx: 135 entropy_left: 1.5333 entropy_right : 0.353359 -> 29 150 +idx: 137 entropy_left: 1.53401 entropy_right : 0.391244 -> 29 150 +idx: 138 entropy_left: 1.53087 entropy_right : 0 -> 29 150 +cut: 5 index: 30 +start: 29 cut: 30 end: 150 +k=3 k1=1 k2=3 ent=1.5202 ent1=0 ent2=1.52168 +ig=0.0110997 delta=4.64828 N 121 term 0.0954973 +idx: 33 entropy_left: 0 entropy_right : 1.49921 -> 30 150 +idx: 34 entropy_left: 0.811278 entropy_right : 1.50071 -> 30 150 +idx: 44 entropy_left: 0.371232 entropy_right : 1.37643 -> 30 150 +idx: 45 entropy_left: 0.566509 entropy_right : 1.37798 -> 30 150 +idx: 51 entropy_left: 0.453716 entropy_right : 1.23679 -> 30 150 +idx: 52 entropy_left: 0.574636 entropy_right : 1.23772 -> 30 150 +idx: 53 entropy_left: 0.558629 entropy_right : 1.2047 -> 30 150 +idx: 58 entropy_left: 0.863121 entropy_right : 1.20561 -> 30 150 +idx: 59 entropy_left: 0.849751 entropy_right : 1.16707 -> 30 150 +idx: 61 entropy_left: 0.907166 entropy_right : 1.16534 -> 30 150 +idx: 62 entropy_left: 1.07944 entropy_right : 1.16872 -> 30 150 +idx: 68 entropy_left: 1.13638 entropy_right : 1.15739 -> 30 150 +idx: 69 entropy_left: 1.1288 entropy_right : 1.1095 -> 30 150 +idx: 70 entropy_left: 1.13207 entropy_right : 1.10587 -> 30 150 +idx: 71 entropy_left: 1.2211 entropy_right : 1.11046 -> 30 150 +idx: 72 entropy_left: 1.21306 entropy_right : 1.05114 -> 30 150 +idx: 74 entropy_left: 1.21506 entropy_right : 1.04172 -> 30 150 +idx: 75 entropy_left: 1.28058 entropy_right : 1.04629 -> 30 150 +idx: 76 entropy_left: 1.27346 entropy_right : 0.956889 -> 30 150 +idx: 77 entropy_left: 1.27305 entropy_right : 0.950567 -> 30 150 +idx: 78 entropy_left: 1.32501 entropy_right : 0.954434 -> 30 150 +idx: 79 entropy_left: 1.32333 entropy_right : 0.947707 -> 30 150 +idx: 81 entropy_left: 1.40208 entropy_right : 0.955759 -> 30 150 +idx: 83 entropy_left: 1.39602 entropy_right : 0.941186 -> 30 150 +idx: 84 entropy_left: 1.42651 entropy_right : 0.94566 -> 30 150 +idx: 87 entropy_left: 1.41356 entropy_right : 0.918296 -> 30 150 +idx: 88 entropy_left: 1.43987 entropy_right : 0.923579 -> 30 150 +idx: 89 entropy_left: 1.43483 entropy_right : 0.912734 -> 30 150 +idx: 91 entropy_left: 1.47762 entropy_right : 0.923842 -> 30 150 +idx: 95 entropy_left: 1.45562 entropy_right : 0.869893 -> 30 150 +idx: 97 entropy_left: 1.48939 entropy_right : 0.883585 -> 30 150 +idx: 99 entropy_left: 1.47775 entropy_right : 0.847862 -> 30 150 +idx: 101 entropy_left: 1.50458 entropy_right : 0.863121 -> 30 150 +idx: 102 entropy_left: 1.49887 entropy_right : 0.842658 -> 30 150 +idx: 104 entropy_left: 1.52009 entropy_right : 0.858981 -> 30 150 +idx: 105 entropy_left: 1.51463 entropy_right : 0.836641 -> 30 150 +idx: 106 entropy_left: 1.52357 entropy_right : 0.845351 -> 30 150 +idx: 107 entropy_left: 1.51817 entropy_right : 0.820364 -> 30 150 +idx: 109 entropy_left: 1.53331 entropy_right : 0.839004 -> 30 150 +idx: 110 entropy_left: 1.52818 entropy_right : 0.811278 -> 30 150 +idx: 113 entropy_left: 1.54496 entropy_right : 0.841852 -> 30 150 +idx: 114 entropy_left: 1.54032 entropy_right : 0.811278 -> 30 150 +idx: 117 entropy_left: 1.55149 entropy_right : 0.845351 -> 30 150 +idx: 118 entropy_left: 1.54732 entropy_right : 0.811278 -> 30 150 +idx: 120 entropy_left: 1.55239 entropy_right : 0.836641 -> 30 150 +idx: 122 entropy_left: 1.54442 entropy_right : 0.749595 -> 30 150 +idx: 127 entropy_left: 1.55147 entropy_right : 0.828056 -> 30 150 +idx: 130 entropy_left: 1.54132 entropy_right : 0.60984 -> 30 150 +idx: 132 entropy_left: 1.54274 entropy_right : 0.650022 -> 30 150 +idx: 133 entropy_left: 1.53945 entropy_right : 0.522559 -> 30 150 +idx: 134 entropy_left: 1.53989 entropy_right : 0.543564 -> 30 150 +idx: 135 entropy_left: 1.53665 entropy_right : 0.353359 -> 30 150 +idx: 137 entropy_left: 1.53705 entropy_right : 0.391244 -> 30 150 +idx: 138 entropy_left: 1.53401 entropy_right : 0 -> 30 150 +cut: 5.1 index: 33 +start: 30 cut: 33 end: 150 +k=3 k1=1 k2=3 ent=1.52168 ent1=0 ent2=1.49921 +ig=0.059948 delta=4.57645 N 120 term 0.0955939 +idx: 34 entropy_left: 0 entropy_right : 1.50071 -> 33 150 +idx: 44 entropy_left: 0.439497 entropy_right : 1.37643 -> 33 150 +idx: 45 entropy_left: 0.650022 entropy_right : 1.37798 -> 33 150 +idx: 51 entropy_left: 0.503258 entropy_right : 1.23679 -> 33 150 +idx: 52 entropy_left: 0.629249 entropy_right : 1.23772 -> 33 150 +idx: 53 entropy_left: 0.60984 entropy_right : 1.2047 -> 33 150 +idx: 58 entropy_left: 0.904381 entropy_right : 1.20561 -> 33 150 +idx: 59 entropy_left: 0.890492 entropy_right : 1.16707 -> 33 150 +idx: 61 entropy_left: 0.940286 entropy_right : 1.16534 -> 33 150 +idx: 62 entropy_left: 1.12426 entropy_right : 1.16872 -> 33 150 +idx: 68 entropy_left: 1.15618 entropy_right : 1.15739 -> 33 150 +idx: 69 entropy_left: 1.15019 entropy_right : 1.1095 -> 33 150 +idx: 70 entropy_left: 1.15006 entropy_right : 1.10587 -> 33 150 +idx: 71 entropy_left: 1.24273 entropy_right : 1.11046 -> 33 150 +idx: 72 entropy_left: 1.23603 entropy_right : 1.05114 -> 33 150 +idx: 74 entropy_left: 1.23196 entropy_right : 1.04172 -> 33 150 +idx: 75 entropy_left: 1.29936 entropy_right : 1.04629 -> 33 150 +idx: 76 entropy_left: 1.29361 entropy_right : 0.956889 -> 33 150 +idx: 77 entropy_left: 1.29052 entropy_right : 0.950567 -> 33 150 +idx: 78 entropy_left: 1.34347 entropy_right : 0.954434 -> 33 150 +idx: 79 entropy_left: 1.33927 entropy_right : 0.947707 -> 33 150 +idx: 81 entropy_left: 1.41856 entropy_right : 0.955759 -> 33 150 +idx: 83 entropy_left: 1.40805 entropy_right : 0.941186 -> 33 150 +idx: 84 entropy_left: 1.43846 entropy_right : 0.94566 -> 33 150 +idx: 87 entropy_left: 1.41967 entropy_right : 0.918296 -> 33 150 +idx: 88 entropy_left: 1.4459 entropy_right : 0.923579 -> 33 150 +idx: 89 entropy_left: 1.43913 entropy_right : 0.912734 -> 33 150 +idx: 91 entropy_left: 1.48143 entropy_right : 0.923842 -> 33 150 +idx: 95 entropy_left: 1.45358 entropy_right : 0.869893 -> 33 150 +idx: 97 entropy_left: 1.4869 entropy_right : 0.883585 -> 33 150 +idx: 99 entropy_left: 1.47283 entropy_right : 0.847862 -> 33 150 +idx: 101 entropy_left: 1.49913 entropy_right : 0.863121 -> 33 150 +idx: 102 entropy_left: 1.49236 entropy_right : 0.842658 -> 33 150 +idx: 104 entropy_left: 1.51295 entropy_right : 0.858981 -> 33 150 +idx: 105 entropy_left: 1.50654 entropy_right : 0.836641 -> 33 150 +idx: 106 entropy_left: 1.51516 entropy_right : 0.845351 -> 33 150 +idx: 107 entropy_left: 1.50887 entropy_right : 0.820364 -> 33 150 +idx: 109 entropy_left: 1.52337 entropy_right : 0.839004 -> 33 150 +idx: 110 entropy_left: 1.51745 entropy_right : 0.811278 -> 33 150 +idx: 113 entropy_left: 1.53323 entropy_right : 0.841852 -> 33 150 +idx: 114 entropy_left: 1.52791 entropy_right : 0.811278 -> 33 150 +idx: 117 entropy_left: 1.53808 entropy_right : 0.845351 -> 33 150 +idx: 118 entropy_left: 1.53332 entropy_right : 0.811278 -> 33 150 +idx: 120 entropy_left: 1.53776 entropy_right : 0.836641 -> 33 150 +idx: 122 entropy_left: 1.52876 entropy_right : 0.749595 -> 33 150 +idx: 127 entropy_left: 1.53439 entropy_right : 0.828056 -> 33 150 +idx: 130 entropy_left: 1.52307 entropy_right : 0.60984 -> 33 150 +idx: 132 entropy_left: 1.52403 entropy_right : 0.650022 -> 33 150 +idx: 133 entropy_left: 1.5204 entropy_right : 0.522559 -> 33 150 +idx: 134 entropy_left: 1.52062 entropy_right : 0.543564 -> 33 150 +idx: 135 entropy_left: 1.51706 entropy_right : 0.353359 -> 33 150 +idx: 137 entropy_left: 1.51705 entropy_right : 0.391244 -> 33 150 +idx: 138 entropy_left: 1.51373 entropy_right : 0 -> 33 150 +cut: 5.1 index: 34 +start: 33 cut: 34 end: 150 +k=3 k1=1 k2=3 ent=1.49921 ent1=0 ent2=1.50071 +ig=0.0113252 delta=4.64836 N 117 term 0.0983448 +idx: 44 entropy_left: 0 entropy_right : 1.37643 -> 34 150 +idx: 45 entropy_left: 0.439497 entropy_right : 1.37798 -> 34 150 +idx: 51 entropy_left: 0.322757 entropy_right : 1.23679 -> 34 150 +idx: 52 entropy_left: 0.503258 entropy_right : 1.23772 -> 34 150 +idx: 53 entropy_left: 0.485461 entropy_right : 1.2047 -> 34 150 +idx: 58 entropy_left: 0.870865 entropy_right : 1.20561 -> 34 150 +idx: 59 entropy_left: 0.855451 entropy_right : 1.16707 -> 34 150 +idx: 61 entropy_left: 0.918296 entropy_right : 1.16534 -> 34 150 +idx: 62 entropy_left: 1.10778 entropy_right : 1.16872 -> 34 150 +idx: 68 entropy_left: 1.15623 entropy_right : 1.15739 -> 34 150 +idx: 69 entropy_left: 1.14888 entropy_right : 1.1095 -> 34 150 +idx: 70 entropy_left: 1.15019 entropy_right : 1.10587 -> 34 150 +idx: 71 entropy_left: 1.2443 entropy_right : 1.11046 -> 34 150 +idx: 72 entropy_left: 1.23639 entropy_right : 1.05114 -> 34 150 +idx: 74 entropy_left: 1.2345 entropy_right : 1.04172 -> 34 150 +idx: 75 entropy_left: 1.30262 entropy_right : 1.04629 -> 34 150 +idx: 76 entropy_left: 1.29584 entropy_right : 0.956889 -> 34 150 +idx: 77 entropy_left: 1.29361 entropy_right : 0.950567 -> 34 150 +idx: 78 entropy_left: 1.34695 entropy_right : 0.954434 -> 34 150 +idx: 79 entropy_left: 1.34347 entropy_right : 0.947707 -> 34 150 +idx: 81 entropy_left: 1.42295 entropy_right : 0.955759 -> 34 150 +idx: 83 entropy_left: 1.41357 entropy_right : 0.941186 -> 34 150 +idx: 84 entropy_left: 1.4439 entropy_right : 0.94566 -> 34 150 +idx: 87 entropy_left: 1.42629 entropy_right : 0.918296 -> 34 150 +idx: 88 entropy_left: 1.45239 entropy_right : 0.923579 -> 34 150 +idx: 89 entropy_left: 1.4459 entropy_right : 0.912734 -> 34 150 +idx: 91 entropy_left: 1.48781 entropy_right : 0.923842 -> 34 150 +idx: 95 entropy_left: 1.46082 entropy_right : 0.869893 -> 34 150 +idx: 97 entropy_left: 1.49371 entropy_right : 0.883585 -> 34 150 +idx: 99 entropy_left: 1.47993 entropy_right : 0.847862 -> 34 150 +idx: 101 entropy_left: 1.50577 entropy_right : 0.863121 -> 34 150 +idx: 102 entropy_left: 1.49913 entropy_right : 0.842658 -> 34 150 +idx: 104 entropy_left: 1.51923 entropy_right : 0.858981 -> 34 150 +idx: 105 entropy_left: 1.51295 entropy_right : 0.836641 -> 34 150 +idx: 106 entropy_left: 1.52132 entropy_right : 0.845351 -> 34 150 +idx: 107 entropy_left: 1.51516 entropy_right : 0.820364 -> 34 150 +idx: 109 entropy_left: 1.52916 entropy_right : 0.839004 -> 34 150 +idx: 110 entropy_left: 1.52337 entropy_right : 0.811278 -> 34 150 +idx: 113 entropy_left: 1.53842 entropy_right : 0.841852 -> 34 150 +idx: 114 entropy_left: 1.53323 entropy_right : 0.811278 -> 34 150 +idx: 117 entropy_left: 1.54269 entropy_right : 0.845351 -> 34 150 +idx: 118 entropy_left: 1.53808 entropy_right : 0.811278 -> 34 150 +idx: 120 entropy_left: 1.54206 entropy_right : 0.836641 -> 34 150 +idx: 122 entropy_left: 1.53332 entropy_right : 0.749595 -> 34 150 +idx: 127 entropy_left: 1.53791 entropy_right : 0.828056 -> 34 150 +idx: 130 entropy_left: 1.52696 entropy_right : 0.60984 -> 34 150 +idx: 132 entropy_left: 1.52755 entropy_right : 0.650022 -> 34 150 +idx: 133 entropy_left: 1.52403 entropy_right : 0.522559 -> 34 150 +idx: 134 entropy_left: 1.52407 entropy_right : 0.543564 -> 34 150 +idx: 135 entropy_left: 1.52062 entropy_right : 0.353359 -> 34 150 +idx: 137 entropy_left: 1.52027 entropy_right : 0.391244 -> 34 150 +idx: 138 entropy_left: 1.51705 entropy_right : 0 -> 34 150 +cut: 5.2 index: 44 +start: 34 cut: 44 end: 150 +k=3 k1=1 k2=3 ent=1.50071 ent1=0 ent2=1.37643 +ig=0.242942 delta=4.271 N 116 term 0.0958318 +¡Ding! 5.2 44 +idx: 45 entropy_left: 0 entropy_right : 1.37798 -> 44 150 +idx: 51 entropy_left: 0.591673 entropy_right : 1.23679 -> 44 150 +idx: 52 entropy_left: 0.811278 entropy_right : 1.23772 -> 44 150 +idx: 53 entropy_left: 0.764205 entropy_right : 1.2047 -> 44 150 +idx: 58 entropy_left: 1 entropy_right : 1.20561 -> 44 150 +idx: 59 entropy_left: 0.996792 entropy_right : 1.16707 -> 44 150 +idx: 61 entropy_left: 0.997502 entropy_right : 1.16534 -> 44 150 +idx: 62 entropy_left: 1.25163 entropy_right : 1.16872 -> 44 150 +idx: 68 entropy_left: 1.14316 entropy_right : 1.15739 -> 44 150 +idx: 69 entropy_left: 1.15855 entropy_right : 1.1095 -> 44 150 +idx: 70 entropy_left: 1.14162 entropy_right : 1.10587 -> 44 150 +idx: 71 entropy_left: 1.2538 entropy_right : 1.11046 -> 44 150 +idx: 72 entropy_left: 1.26381 entropy_right : 1.05114 -> 44 150 +idx: 74 entropy_left: 1.23096 entropy_right : 1.04172 -> 44 150 +idx: 75 entropy_left: 1.30798 entropy_right : 1.04629 -> 44 150 +idx: 76 entropy_left: 1.31665 entropy_right : 0.956889 -> 44 150 +idx: 77 entropy_left: 1.30139 entropy_right : 0.950567 -> 44 150 +idx: 78 entropy_left: 1.3591 entropy_right : 0.954434 -> 44 150 +idx: 79 entropy_left: 1.34379 entropy_right : 0.947707 -> 44 150 +idx: 81 entropy_left: 1.42561 entropy_right : 0.955759 -> 44 150 +idx: 83 entropy_left: 1.3964 entropy_right : 0.941186 -> 44 150 +idx: 84 entropy_left: 1.42661 entropy_right : 0.94566 -> 44 150 +idx: 87 entropy_left: 1.38437 entropy_right : 0.918296 -> 44 150 +idx: 88 entropy_left: 1.41056 entropy_right : 0.923579 -> 44 150 +idx: 89 entropy_left: 1.39707 entropy_right : 0.912734 -> 44 150 +idx: 91 entropy_left: 1.4379 entropy_right : 0.923842 -> 44 150 +idx: 95 entropy_left: 1.38851 entropy_right : 0.869893 -> 44 150 +idx: 97 entropy_left: 1.42075 entropy_right : 0.883585 -> 44 150 +idx: 99 entropy_left: 1.39821 entropy_right : 0.847862 -> 44 150 +idx: 101 entropy_left: 1.42312 entropy_right : 0.863121 -> 44 150 +idx: 102 entropy_left: 1.41278 entropy_right : 0.842658 -> 44 150 +idx: 104 entropy_left: 1.43158 entropy_right : 0.858981 -> 44 150 +idx: 105 entropy_left: 1.42209 entropy_right : 0.836641 -> 44 150 +idx: 106 entropy_left: 1.42977 entropy_right : 0.845351 -> 44 150 +idx: 107 entropy_left: 1.42068 entropy_right : 0.820364 -> 44 150 +idx: 109 entropy_left: 1.4333 entropy_right : 0.839004 -> 44 150 +idx: 110 entropy_left: 1.42497 entropy_right : 0.811278 -> 44 150 +idx: 113 entropy_left: 1.43782 entropy_right : 0.841852 -> 44 150 +idx: 114 entropy_left: 1.43055 entropy_right : 0.811278 -> 44 150 +idx: 117 entropy_left: 1.43777 entropy_right : 0.845351 -> 44 150 +idx: 118 entropy_left: 1.43146 entropy_right : 0.811278 -> 44 150 +idx: 120 entropy_left: 1.43402 entropy_right : 0.836641 -> 44 150 +idx: 122 entropy_left: 1.42242 entropy_right : 0.749595 -> 44 150 +idx: 127 entropy_left: 1.42407 entropy_right : 0.828056 -> 44 150 +idx: 130 entropy_left: 1.41018 entropy_right : 0.60984 -> 44 150 +idx: 132 entropy_left: 1.40992 entropy_right : 0.650022 -> 44 150 +idx: 133 entropy_left: 1.40559 entropy_right : 0.522559 -> 44 150 +idx: 134 entropy_left: 1.40526 entropy_right : 0.543564 -> 44 150 +idx: 135 entropy_left: 1.40107 entropy_right : 0.353359 -> 44 150 +idx: 137 entropy_left: 1.40005 entropy_right : 0.391244 -> 44 150 +idx: 138 entropy_left: 1.39621 entropy_right : 0 -> 44 150 +cut: 5.25 index: 45 +start: 44 cut: 45 end: 150 +k=3 k1=1 k2=3 ent=1.37643 ent1=0 ent2=1.37798 +ig=0.0114465 delta=4.64852 N 106 term 0.107196 +idx: 51 entropy_left: 0 entropy_right : 1.23679 -> 45 150 +idx: 52 entropy_left: 0.591673 entropy_right : 1.23772 -> 45 150 +idx: 53 entropy_left: 0.543564 entropy_right : 1.2047 -> 45 150 +idx: 58 entropy_left: 0.995727 entropy_right : 1.20561 -> 45 150 +idx: 59 entropy_left: 0.985228 entropy_right : 1.16707 -> 45 150 +idx: 61 entropy_left: 1 entropy_right : 1.16534 -> 45 150 +idx: 62 entropy_left: 1.26393 entropy_right : 1.16872 -> 45 150 +idx: 68 entropy_left: 1.16256 entropy_right : 1.15739 -> 45 150 +idx: 69 entropy_left: 1.17528 entropy_right : 1.1095 -> 45 150 +idx: 70 entropy_left: 1.15855 entropy_right : 1.10587 -> 45 150 +idx: 71 entropy_left: 1.27226 entropy_right : 1.11046 -> 45 150 +idx: 72 entropy_left: 1.27997 entropy_right : 1.05114 -> 45 150 +idx: 74 entropy_left: 1.24742 entropy_right : 1.04172 -> 45 150 +idx: 75 entropy_left: 1.32486 entropy_right : 1.04629 -> 45 150 +idx: 76 entropy_left: 1.33176 entropy_right : 0.956889 -> 45 150 +idx: 77 entropy_left: 1.31665 entropy_right : 0.950567 -> 45 150 +idx: 78 entropy_left: 1.37432 entropy_right : 0.954434 -> 45 150 +idx: 79 entropy_left: 1.3591 entropy_right : 0.947707 -> 45 150 +idx: 81 entropy_left: 1.44009 entropy_right : 0.955759 -> 45 150 +idx: 83 entropy_left: 1.41103 entropy_right : 0.941186 -> 45 150 +idx: 84 entropy_left: 1.44069 entropy_right : 0.94566 -> 45 150 +idx: 87 entropy_left: 1.3984 entropy_right : 0.918296 -> 45 150 +idx: 88 entropy_left: 1.42411 entropy_right : 0.923579 -> 45 150 +idx: 89 entropy_left: 1.41056 entropy_right : 0.912734 -> 45 150 +idx: 91 entropy_left: 1.45031 entropy_right : 0.923842 -> 45 150 +idx: 95 entropy_left: 1.40077 entropy_right : 0.869893 -> 45 150 +idx: 97 entropy_left: 1.43208 entropy_right : 0.883585 -> 45 150 +idx: 99 entropy_left: 1.40945 entropy_right : 0.847862 -> 45 150 +idx: 101 entropy_left: 1.43348 entropy_right : 0.863121 -> 45 150 +idx: 102 entropy_left: 1.42312 entropy_right : 0.842658 -> 45 150 +idx: 104 entropy_left: 1.44105 entropy_right : 0.858981 -> 45 150 +idx: 105 entropy_left: 1.43158 entropy_right : 0.836641 -> 45 150 +idx: 106 entropy_left: 1.43884 entropy_right : 0.845351 -> 45 150 +idx: 107 entropy_left: 1.42977 entropy_right : 0.820364 -> 45 150 +idx: 109 entropy_left: 1.44159 entropy_right : 0.839004 -> 45 150 +idx: 110 entropy_left: 1.4333 entropy_right : 0.811278 -> 45 150 +idx: 113 entropy_left: 1.44502 entropy_right : 0.841852 -> 45 150 +idx: 114 entropy_left: 1.43782 entropy_right : 0.811278 -> 45 150 +idx: 117 entropy_left: 1.44399 entropy_right : 0.845351 -> 45 150 +idx: 118 entropy_left: 1.43777 entropy_right : 0.811278 -> 45 150 +idx: 120 entropy_left: 1.43968 entropy_right : 0.836641 -> 45 150 +idx: 122 entropy_left: 1.42826 entropy_right : 0.749595 -> 45 150 +idx: 127 entropy_left: 1.42847 entropy_right : 0.828056 -> 45 150 +idx: 130 entropy_left: 1.41491 entropy_right : 0.60984 -> 45 150 +idx: 132 entropy_left: 1.41415 entropy_right : 0.650022 -> 45 150 +idx: 133 entropy_left: 1.40992 entropy_right : 0.522559 -> 45 150 +idx: 134 entropy_left: 1.40935 entropy_right : 0.543564 -> 45 150 +idx: 135 entropy_left: 1.40526 entropy_right : 0.353359 -> 45 150 +idx: 137 entropy_left: 1.4038 entropy_right : 0.391244 -> 45 150 +idx: 138 entropy_left: 1.40005 entropy_right : 0 -> 45 150 +cut: 5.4 index: 51 +start: 45 cut: 51 end: 150 +k=3 k1=1 k2=3 ent=1.37798 ent1=0 ent2=1.23679 +ig=0.211861 delta=4.2203 N 105 term 0.104007 +¡Ding! 5.4 51 +idx: 52 entropy_left: 0 entropy_right : 1.23772 -> 51 150 +idx: 53 entropy_left: 1 entropy_right : 1.2047 -> 51 150 +idx: 58 entropy_left: 0.591673 entropy_right : 1.20561 -> 51 150 +idx: 59 entropy_left: 0.811278 entropy_right : 1.16707 -> 51 150 +idx: 61 entropy_left: 0.721928 entropy_right : 1.16534 -> 51 150 +idx: 62 entropy_left: 1.0958 entropy_right : 1.16872 -> 51 150 +idx: 68 entropy_left: 0.834347 entropy_right : 1.15739 -> 51 150 +idx: 69 entropy_left: 0.944489 entropy_right : 1.1095 -> 51 150 +idx: 70 entropy_left: 0.913283 entropy_right : 1.10587 -> 51 150 +idx: 71 entropy_left: 1.05402 entropy_right : 1.11046 -> 51 150 +idx: 72 entropy_left: 1.12549 entropy_right : 1.05114 -> 51 150 +idx: 74 entropy_left: 1.06761 entropy_right : 1.04172 -> 51 150 +idx: 75 entropy_left: 1.15822 entropy_right : 1.04629 -> 51 150 +idx: 76 entropy_left: 1.2098 entropy_right : 0.956889 -> 51 150 +idx: 77 entropy_left: 1.18416 entropy_right : 0.950567 -> 51 150 +idx: 78 entropy_left: 1.24865 entropy_right : 0.954434 -> 51 150 +idx: 79 entropy_left: 1.22449 entropy_right : 0.947707 -> 51 150 +idx: 81 entropy_left: 1.31256 entropy_right : 0.955759 -> 51 150 +idx: 83 entropy_left: 1.27006 entropy_right : 0.941186 -> 51 150 +idx: 84 entropy_left: 1.30198 entropy_right : 0.94566 -> 51 150 +idx: 87 entropy_left: 1.24492 entropy_right : 0.918296 -> 51 150 +idx: 88 entropy_left: 1.273 entropy_right : 0.923579 -> 51 150 +idx: 89 entropy_left: 1.25566 entropy_right : 0.912734 -> 51 150 +idx: 91 entropy_left: 1.29879 entropy_right : 0.923842 -> 51 150 +idx: 95 entropy_left: 1.23874 entropy_right : 0.869893 -> 51 150 +idx: 97 entropy_left: 1.27333 entropy_right : 0.883585 -> 51 150 +idx: 99 entropy_left: 1.24727 entropy_right : 0.847862 -> 51 150 +idx: 101 entropy_left: 1.274 entropy_right : 0.863121 -> 51 150 +idx: 102 entropy_left: 1.26237 entropy_right : 0.842658 -> 51 150 +idx: 104 entropy_left: 1.28246 entropy_right : 0.858981 -> 51 150 +idx: 105 entropy_left: 1.27202 entropy_right : 0.836641 -> 51 150 +idx: 106 entropy_left: 1.28024 entropy_right : 0.845351 -> 51 150 +idx: 107 entropy_left: 1.27039 entropy_right : 0.820364 -> 51 150 +idx: 109 entropy_left: 1.28395 entropy_right : 0.839004 -> 51 150 +idx: 110 entropy_left: 1.2751 entropy_right : 0.811278 -> 51 150 +idx: 113 entropy_left: 1.289 entropy_right : 0.841852 -> 51 150 +idx: 114 entropy_left: 1.2815 entropy_right : 0.811278 -> 51 150 +idx: 117 entropy_left: 1.28949 entropy_right : 0.845351 -> 51 150 +idx: 118 entropy_left: 1.28317 entropy_right : 0.811278 -> 51 150 +idx: 120 entropy_left: 1.28619 entropy_right : 0.836641 -> 51 150 +idx: 122 entropy_left: 1.27479 entropy_right : 0.749595 -> 51 150 +idx: 127 entropy_left: 1.27766 entropy_right : 0.828056 -> 51 150 +idx: 130 entropy_left: 1.26471 entropy_right : 0.60984 -> 51 150 +idx: 132 entropy_left: 1.26503 entropy_right : 0.650022 -> 51 150 +idx: 133 entropy_left: 1.26105 entropy_right : 0.522559 -> 51 150 +idx: 134 entropy_left: 1.26102 entropy_right : 0.543564 -> 51 150 +idx: 135 entropy_left: 1.2572 entropy_right : 0.353359 -> 51 150 +idx: 137 entropy_left: 1.25679 entropy_right : 0.391244 -> 51 150 +idx: 138 entropy_left: 1.25337 entropy_right : 0 -> 51 150 +cut: 5.45 index: 52 +start: 51 cut: 52 end: 150 +k=3 k1=1 k2=3 ent=1.23679 ent1=0 ent2=1.23772 +ig=0.0115793 delta=4.64663 N 99 term 0.113751 +idx: 53 entropy_left: 0 entropy_right : 1.2047 -> 52 150 +idx: 58 entropy_left: 0.650022 entropy_right : 1.20561 -> 52 150 +idx: 59 entropy_left: 0.863121 entropy_right : 1.16707 -> 52 150 +idx: 61 entropy_left: 0.764205 entropy_right : 1.16534 -> 52 150 +idx: 62 entropy_left: 1.15678 entropy_right : 1.16872 -> 52 150 +idx: 68 entropy_left: 0.868393 entropy_right : 1.15739 -> 52 150 +idx: 69 entropy_left: 0.978016 entropy_right : 1.1095 -> 52 150 +idx: 70 entropy_left: 0.944489 entropy_right : 1.10587 -> 52 150 +idx: 71 entropy_left: 1.08699 entropy_right : 1.11046 -> 52 150 +idx: 72 entropy_left: 1.15678 entropy_right : 1.05114 -> 52 150 +idx: 74 entropy_left: 1.0958 entropy_right : 1.04172 -> 52 150 +idx: 75 entropy_left: 1.18639 entropy_right : 1.04629 -> 52 150 +idx: 76 entropy_left: 1.23644 entropy_right : 0.956889 -> 52 150 +idx: 77 entropy_left: 1.2098 entropy_right : 0.950567 -> 52 150 +idx: 78 entropy_left: 1.27365 entropy_right : 0.954434 -> 52 150 +idx: 79 entropy_left: 1.24865 entropy_right : 0.947707 -> 52 150 +idx: 81 entropy_left: 1.3346 entropy_right : 0.955759 -> 52 150 +idx: 83 entropy_left: 1.29104 entropy_right : 0.941186 -> 52 150 +idx: 84 entropy_left: 1.32188 entropy_right : 0.94566 -> 52 150 +idx: 87 entropy_left: 1.26348 entropy_right : 0.918296 -> 52 150 +idx: 88 entropy_left: 1.29071 entropy_right : 0.923579 -> 52 150 +idx: 89 entropy_left: 1.273 entropy_right : 0.912734 -> 52 150 +idx: 91 entropy_left: 1.31443 entropy_right : 0.923842 -> 52 150 +idx: 95 entropy_left: 1.25336 entropy_right : 0.869893 -> 52 150 +idx: 97 entropy_left: 1.28663 entropy_right : 0.883585 -> 52 150 +idx: 99 entropy_left: 1.26021 entropy_right : 0.847862 -> 52 150 +idx: 101 entropy_left: 1.28574 entropy_right : 0.863121 -> 52 150 +idx: 102 entropy_left: 1.274 entropy_right : 0.842658 -> 52 150 +idx: 104 entropy_left: 1.29295 entropy_right : 0.858981 -> 52 150 +idx: 105 entropy_left: 1.28246 entropy_right : 0.836641 -> 52 150 +idx: 106 entropy_left: 1.29014 entropy_right : 0.845351 -> 52 150 +idx: 107 entropy_left: 1.28024 entropy_right : 0.820364 -> 52 150 +idx: 109 entropy_left: 1.2928 entropy_right : 0.839004 -> 52 150 +idx: 110 entropy_left: 1.28395 entropy_right : 0.811278 -> 52 150 +idx: 113 entropy_left: 1.29646 entropy_right : 0.841852 -> 52 150 +idx: 114 entropy_left: 1.289 entropy_right : 0.811278 -> 52 150 +idx: 117 entropy_left: 1.29574 entropy_right : 0.845351 -> 52 150 +idx: 118 entropy_left: 1.28949 entropy_right : 0.811278 -> 52 150 +idx: 120 entropy_left: 1.29174 entropy_right : 0.836641 -> 52 150 +idx: 122 entropy_left: 1.28053 entropy_right : 0.749595 -> 52 150 +idx: 127 entropy_left: 1.28174 entropy_right : 0.828056 -> 52 150 +idx: 130 entropy_left: 1.26913 entropy_right : 0.60984 -> 52 150 +idx: 132 entropy_left: 1.26889 entropy_right : 0.650022 -> 52 150 +idx: 133 entropy_left: 1.26503 entropy_right : 0.522559 -> 52 150 +idx: 134 entropy_left: 1.26472 entropy_right : 0.543564 -> 52 150 +idx: 135 entropy_left: 1.26102 entropy_right : 0.353359 -> 52 150 +idx: 137 entropy_left: 1.26011 entropy_right : 0.391244 -> 52 150 +idx: 138 entropy_left: 1.25679 entropy_right : 0 -> 52 150 +cut: 5.5 index: 53 +start: 52 cut: 53 end: 150 +k=3 k1=1 k2=3 ent=1.23772 ent1=0 ent2=1.2047 +ig=0.0453098 delta=4.54481 N 98 term 0.113722 +idx: 58 entropy_left: 0 entropy_right : 1.20561 -> 53 150 +idx: 59 entropy_left: 0.650022 entropy_right : 1.16707 -> 53 150 +idx: 61 entropy_left: 0.543564 entropy_right : 1.16534 -> 53 150 +idx: 62 entropy_left: 0.986427 entropy_right : 1.16872 -> 53 150 +idx: 68 entropy_left: 0.699843 entropy_right : 1.15739 -> 53 150 +idx: 69 entropy_left: 0.868393 entropy_right : 1.1095 -> 53 150 +idx: 70 entropy_left: 0.834347 entropy_right : 1.10587 -> 53 150 +idx: 71 entropy_left: 0.986427 entropy_right : 1.11046 -> 53 150 +idx: 72 entropy_left: 1.08699 entropy_right : 1.05114 -> 53 150 +idx: 74 entropy_left: 1.02304 entropy_right : 1.04172 -> 53 150 +idx: 75 entropy_left: 1.11808 entropy_right : 1.04629 -> 53 150 +idx: 76 entropy_left: 1.18639 entropy_right : 0.956889 -> 53 150 +idx: 77 entropy_left: 1.15822 entropy_right : 0.950567 -> 53 150 +idx: 78 entropy_left: 1.22438 entropy_right : 0.954434 -> 53 150 +idx: 79 entropy_left: 1.19818 entropy_right : 0.947707 -> 53 150 +idx: 81 entropy_left: 1.28705 entropy_right : 0.955759 -> 53 150 +idx: 83 entropy_left: 1.24195 entropy_right : 0.941186 -> 53 150 +idx: 84 entropy_left: 1.27387 entropy_right : 0.94566 -> 53 150 +idx: 87 entropy_left: 1.21413 entropy_right : 0.918296 -> 53 150 +idx: 88 entropy_left: 1.24237 entropy_right : 0.923579 -> 53 150 +idx: 89 entropy_left: 1.22439 entropy_right : 0.912734 -> 53 150 +idx: 91 entropy_left: 1.26744 entropy_right : 0.923842 -> 53 150 +idx: 95 entropy_left: 1.206 entropy_right : 0.869893 -> 53 150 +idx: 97 entropy_left: 1.24067 entropy_right : 0.883585 -> 53 150 +idx: 99 entropy_left: 1.2143 entropy_right : 0.847862 -> 53 150 +idx: 101 entropy_left: 1.24101 entropy_right : 0.863121 -> 53 150 +idx: 102 entropy_left: 1.22934 entropy_right : 0.842658 -> 53 150 +idx: 104 entropy_left: 1.24929 entropy_right : 0.858981 -> 53 150 +idx: 105 entropy_left: 1.2389 entropy_right : 0.836641 -> 53 150 +idx: 106 entropy_left: 1.24704 entropy_right : 0.845351 -> 53 150 +idx: 107 entropy_left: 1.23726 entropy_right : 0.820364 -> 53 150 +idx: 109 entropy_left: 1.25065 entropy_right : 0.839004 -> 53 150 +idx: 110 entropy_left: 1.24194 entropy_right : 0.811278 -> 53 150 +idx: 113 entropy_left: 1.25554 entropy_right : 0.841852 -> 53 150 +idx: 114 entropy_left: 1.24824 entropy_right : 0.811278 -> 53 150 +idx: 117 entropy_left: 1.25592 entropy_right : 0.845351 -> 53 150 +idx: 118 entropy_left: 1.24985 entropy_right : 0.811278 -> 53 150 +idx: 120 entropy_left: 1.25267 entropy_right : 0.836641 -> 53 150 +idx: 122 entropy_left: 1.24181 entropy_right : 0.749595 -> 53 150 +idx: 127 entropy_left: 1.2443 entropy_right : 0.828056 -> 53 150 +idx: 130 entropy_left: 1.23225 entropy_right : 0.60984 -> 53 150 +idx: 132 entropy_left: 1.23247 entropy_right : 0.650022 -> 53 150 +idx: 133 entropy_left: 1.22879 entropy_right : 0.522559 -> 53 150 +idx: 134 entropy_left: 1.22871 entropy_right : 0.543564 -> 53 150 +idx: 135 entropy_left: 1.22518 entropy_right : 0.353359 -> 53 150 +idx: 137 entropy_left: 1.22471 entropy_right : 0.391244 -> 53 150 +idx: 138 entropy_left: 1.22157 entropy_right : 0 -> 53 150 +cut: 5.5 index: 58 +start: 53 cut: 58 end: 150 +k=3 k1=1 k2=3 ent=1.2047 ent1=0 ent2=1.20561 +ig=0.0612326 delta=4.64659 N 97 term 0.115789 +idx: 59 entropy_left: 0 entropy_right : 1.16707 -> 58 150 +idx: 61 entropy_left: 0.918296 entropy_right : 1.16534 -> 58 150 +idx: 62 entropy_left: 1.5 entropy_right : 1.16872 -> 58 150 +idx: 68 entropy_left: 0.921928 entropy_right : 1.15739 -> 58 150 +idx: 69 entropy_left: 1.0958 entropy_right : 1.1095 -> 58 150 +idx: 70 entropy_left: 1.04085 entropy_right : 1.10587 -> 58 150 +idx: 71 entropy_left: 1.19818 entropy_right : 1.11046 -> 58 150 +idx: 72 entropy_left: 1.28705 entropy_right : 1.05114 -> 58 150 +idx: 74 entropy_left: 1.19946 entropy_right : 1.04172 -> 58 150 +idx: 75 entropy_left: 1.28961 entropy_right : 1.04629 -> 58 150 +idx: 76 entropy_left: 1.34722 entropy_right : 0.956889 -> 58 150 +idx: 77 entropy_left: 1.31243 entropy_right : 0.950567 -> 58 150 +idx: 78 entropy_left: 1.37095 entropy_right : 0.954434 -> 58 150 +idx: 79 entropy_left: 1.33966 entropy_right : 0.947707 -> 58 150 +idx: 81 entropy_left: 1.40984 entropy_right : 0.955759 -> 58 150 +idx: 83 entropy_left: 1.35933 entropy_right : 0.941186 -> 58 150 +idx: 84 entropy_left: 1.38295 entropy_right : 0.94566 -> 58 150 +idx: 87 entropy_left: 1.31625 entropy_right : 0.918296 -> 58 150 +idx: 88 entropy_left: 1.33827 entropy_right : 0.923579 -> 58 150 +idx: 89 entropy_left: 1.31837 entropy_right : 0.912734 -> 58 150 +idx: 91 entropy_left: 1.34955 entropy_right : 0.923842 -> 58 150 +idx: 95 entropy_left: 1.28347 entropy_right : 0.869893 -> 58 150 +idx: 97 entropy_left: 1.30947 entropy_right : 0.883585 -> 58 150 +idx: 99 entropy_left: 1.28155 entropy_right : 0.847862 -> 58 150 +idx: 101 entropy_left: 1.3007 entropy_right : 0.863121 -> 58 150 +idx: 102 entropy_left: 1.28865 entropy_right : 0.842658 -> 58 150 +idx: 104 entropy_left: 1.30157 entropy_right : 0.858981 -> 58 150 +idx: 105 entropy_left: 1.29114 entropy_right : 0.836641 -> 58 150 +idx: 106 entropy_left: 1.29603 entropy_right : 0.845351 -> 58 150 +idx: 107 entropy_left: 1.28629 entropy_right : 0.820364 -> 58 150 +idx: 109 entropy_left: 1.29367 entropy_right : 0.839004 -> 58 150 +idx: 110 entropy_left: 1.28521 entropy_right : 0.811278 -> 58 150 +idx: 113 entropy_left: 1.29065 entropy_right : 0.841852 -> 58 150 +idx: 114 entropy_left: 1.28389 entropy_right : 0.811278 -> 58 150 +idx: 117 entropy_left: 1.28429 entropy_right : 0.845351 -> 58 150 +idx: 118 entropy_left: 1.27895 entropy_right : 0.811278 -> 58 150 +idx: 120 entropy_left: 1.27739 entropy_right : 0.836641 -> 58 150 +idx: 122 entropy_left: 1.26802 entropy_right : 0.749595 -> 58 150 +idx: 127 entropy_left: 1.26121 entropy_right : 0.828056 -> 58 150 +idx: 130 entropy_left: 1.25163 entropy_right : 0.60984 -> 58 150 +idx: 132 entropy_left: 1.24876 entropy_right : 0.650022 -> 58 150 +idx: 133 entropy_left: 1.24584 entropy_right : 0.522559 -> 58 150 +idx: 134 entropy_left: 1.24431 entropy_right : 0.543564 -> 58 150 +idx: 135 entropy_left: 1.24151 entropy_right : 0.353359 -> 58 150 +idx: 137 entropy_left: 1.23832 entropy_right : 0.391244 -> 58 150 +idx: 138 entropy_left: 1.23592 entropy_right : 0 -> 58 150 +cut: 5.55 index: 59 +start: 58 cut: 59 end: 150 +k=3 k1=1 k2=3 ent=1.20561 ent1=0 ent2=1.16707 +ig=0.0512313 delta=4.52822 N 92 term 0.119957 +idx: 61 entropy_left: 0 entropy_right : 1.16534 -> 59 150 +idx: 62 entropy_left: 0.918296 entropy_right : 1.16872 -> 59 150 +idx: 68 entropy_left: 0.503258 entropy_right : 1.15739 -> 59 150 +idx: 69 entropy_left: 0.921928 entropy_right : 1.1095 -> 59 150 +idx: 70 entropy_left: 0.865857 entropy_right : 1.10587 -> 59 150 +idx: 71 entropy_left: 1.04085 entropy_right : 1.11046 -> 59 150 +idx: 72 entropy_left: 1.19818 entropy_right : 1.05114 -> 59 150 +idx: 74 entropy_left: 1.10331 entropy_right : 1.04172 -> 59 150 +idx: 75 entropy_left: 1.19946 entropy_right : 1.04629 -> 59 150 +idx: 76 entropy_left: 1.28961 entropy_right : 0.956889 -> 59 150 +idx: 77 entropy_left: 1.25163 entropy_right : 0.950567 -> 59 150 +idx: 78 entropy_left: 1.31243 entropy_right : 0.954434 -> 59 150 +idx: 79 entropy_left: 1.2789 entropy_right : 0.947707 -> 59 150 +idx: 81 entropy_left: 1.35169 entropy_right : 0.955759 -> 59 150 +idx: 83 entropy_left: 1.29879 entropy_right : 0.941186 -> 59 150 +idx: 84 entropy_left: 1.32347 entropy_right : 0.94566 -> 59 150 +idx: 87 entropy_left: 1.25503 entropy_right : 0.918296 -> 59 150 +idx: 88 entropy_left: 1.2782 entropy_right : 0.923579 -> 59 150 +idx: 89 entropy_left: 1.25804 entropy_right : 0.912734 -> 59 150 +idx: 91 entropy_left: 1.2911 entropy_right : 0.923842 -> 59 150 +idx: 95 entropy_left: 1.22503 entropy_right : 0.869893 -> 59 150 +idx: 97 entropy_left: 1.25276 entropy_right : 0.883585 -> 59 150 +idx: 99 entropy_left: 1.22516 entropy_right : 0.847862 -> 59 150 +idx: 101 entropy_left: 1.24579 entropy_right : 0.863121 -> 59 150 +idx: 102 entropy_left: 1.23396 entropy_right : 0.842658 -> 59 150 +idx: 104 entropy_left: 1.24816 entropy_right : 0.858981 -> 59 150 +idx: 105 entropy_left: 1.23798 entropy_right : 0.836641 -> 59 150 +idx: 106 entropy_left: 1.24345 entropy_right : 0.845351 -> 59 150 +idx: 107 entropy_left: 1.23397 entropy_right : 0.820364 -> 59 150 +idx: 109 entropy_left: 1.24243 entropy_right : 0.839004 -> 59 150 +idx: 110 entropy_left: 1.23425 entropy_right : 0.811278 -> 59 150 +idx: 113 entropy_left: 1.24111 entropy_right : 0.841852 -> 59 150 +idx: 114 entropy_left: 1.23465 entropy_right : 0.811278 -> 59 150 +idx: 117 entropy_left: 1.23629 entropy_right : 0.845351 -> 59 150 +idx: 118 entropy_left: 1.23126 entropy_right : 0.811278 -> 59 150 +idx: 120 entropy_left: 1.23046 entropy_right : 0.836641 -> 59 150 +idx: 122 entropy_left: 1.22169 entropy_right : 0.749595 -> 59 150 +idx: 127 entropy_left: 1.21658 entropy_right : 0.828056 -> 59 150 +idx: 130 entropy_left: 1.20789 entropy_right : 0.60984 -> 59 150 +idx: 132 entropy_left: 1.20563 entropy_right : 0.650022 -> 59 150 +idx: 133 entropy_left: 1.20299 entropy_right : 0.522559 -> 59 150 +idx: 134 entropy_left: 1.20176 entropy_right : 0.543564 -> 59 150 +idx: 135 entropy_left: 1.19923 entropy_right : 0.353359 -> 59 150 +idx: 137 entropy_left: 1.19661 entropy_right : 0.391244 -> 59 150 +idx: 138 entropy_left: 1.19447 entropy_right : 0 -> 59 150 +cut: 5.6 index: 61 +start: 59 cut: 61 end: 150 +k=3 k1=1 k2=3 ent=1.16707 ent1=0 ent2=1.16534 +ig=0.0273421 delta=4.63867 N 91 term 0.122313 +idx: 62 entropy_left: 0 entropy_right : 1.16872 -> 61 150 +idx: 68 entropy_left: 0.591673 entropy_right : 1.15739 -> 61 150 +idx: 69 entropy_left: 1.06128 entropy_right : 1.1095 -> 61 150 +idx: 70 entropy_left: 0.986427 entropy_right : 1.10587 -> 61 150 +idx: 71 entropy_left: 1.15678 entropy_right : 1.11046 -> 61 150 +idx: 72 entropy_left: 1.3093 entropy_right : 1.05114 -> 61 150 +idx: 74 entropy_left: 1.19818 entropy_right : 1.04172 -> 61 150 +idx: 75 entropy_left: 1.28705 entropy_right : 1.04629 -> 61 150 +idx: 76 entropy_left: 1.37095 entropy_right : 0.956889 -> 61 150 +idx: 77 entropy_left: 1.32943 entropy_right : 0.950567 -> 61 150 +idx: 78 entropy_left: 1.3831 entropy_right : 0.954434 -> 61 150 +idx: 79 entropy_left: 1.34722 entropy_right : 0.947707 -> 61 150 +idx: 81 entropy_left: 1.40601 entropy_right : 0.955759 -> 61 150 +idx: 83 entropy_left: 1.35169 entropy_right : 0.941186 -> 61 150 +idx: 84 entropy_left: 1.37086 entropy_right : 0.94566 -> 61 150 +idx: 87 entropy_left: 1.30019 entropy_right : 0.918296 -> 61 150 +idx: 88 entropy_left: 1.31952 entropy_right : 0.923579 -> 61 150 +idx: 89 entropy_left: 1.29872 entropy_right : 0.912734 -> 61 150 +idx: 91 entropy_left: 1.32486 entropy_right : 0.923842 -> 61 150 +idx: 95 entropy_left: 1.25767 entropy_right : 0.869893 -> 61 150 +idx: 97 entropy_left: 1.28067 entropy_right : 0.883585 -> 61 150 +idx: 99 entropy_left: 1.25276 entropy_right : 0.847862 -> 61 150 +idx: 101 entropy_left: 1.26943 entropy_right : 0.863121 -> 61 150 +idx: 102 entropy_left: 1.25763 entropy_right : 0.842658 -> 61 150 +idx: 104 entropy_left: 1.26827 entropy_right : 0.858981 -> 61 150 +idx: 105 entropy_left: 1.25827 entropy_right : 0.836641 -> 61 150 +idx: 106 entropy_left: 1.26212 entropy_right : 0.845351 -> 61 150 +idx: 107 entropy_left: 1.25284 entropy_right : 0.820364 -> 61 150 +idx: 109 entropy_left: 1.25836 entropy_right : 0.839004 -> 61 150 +idx: 110 entropy_left: 1.25048 entropy_right : 0.811278 -> 61 150 +idx: 113 entropy_left: 1.25343 entropy_right : 0.841852 -> 61 150 +idx: 114 entropy_left: 1.24739 entropy_right : 0.811278 -> 61 150 +idx: 117 entropy_left: 1.24562 entropy_right : 0.845351 -> 61 150 +idx: 118 entropy_left: 1.24109 entropy_right : 0.811278 -> 61 150 +idx: 120 entropy_left: 1.23827 entropy_right : 0.836641 -> 61 150 +idx: 122 entropy_left: 1.23046 entropy_right : 0.749595 -> 61 150 +idx: 127 entropy_left: 1.22114 entropy_right : 0.828056 -> 61 150 +idx: 130 entropy_left: 1.21391 entropy_right : 0.60984 -> 61 150 +idx: 132 entropy_left: 1.21028 entropy_right : 0.650022 -> 61 150 +idx: 133 entropy_left: 1.20807 entropy_right : 0.522559 -> 61 150 +idx: 134 entropy_left: 1.2062 entropy_right : 0.543564 -> 61 150 +idx: 135 entropy_left: 1.20409 entropy_right : 0.353359 -> 61 150 +idx: 137 entropy_left: 1.20027 entropy_right : 0.391244 -> 61 150 +idx: 138 entropy_left: 1.19855 entropy_right : 0 -> 61 150 +cut: 5.6 index: 62 +start: 61 cut: 62 end: 150 +k=3 k1=1 k2=3 ent=1.16534 ent1=0 ent2=1.16872 +ig=0.00974941 delta=4.654 N 89 term 0.12487 +idx: 68 entropy_left: 0 entropy_right : 1.15739 -> 62 150 +idx: 69 entropy_left: 0.591673 entropy_right : 1.1095 -> 62 150 +idx: 70 entropy_left: 0.543564 entropy_right : 1.10587 -> 62 150 +idx: 71 entropy_left: 0.986427 entropy_right : 1.11046 -> 62 150 +idx: 72 entropy_left: 1.15678 entropy_right : 1.05114 -> 62 150 +idx: 74 entropy_left: 1.04085 entropy_right : 1.04172 -> 62 150 +idx: 75 entropy_left: 1.19818 entropy_right : 1.04629 -> 62 150 +idx: 76 entropy_left: 1.28705 entropy_right : 0.956889 -> 62 150 +idx: 77 entropy_left: 1.24195 entropy_right : 0.950567 -> 62 150 +idx: 78 entropy_left: 1.32943 entropy_right : 0.954434 -> 62 150 +idx: 79 entropy_left: 1.28961 entropy_right : 0.947707 -> 62 150 +idx: 81 entropy_left: 1.38381 entropy_right : 0.955759 -> 62 150 +idx: 83 entropy_left: 1.32231 entropy_right : 0.941186 -> 62 150 +idx: 84 entropy_left: 1.35169 entropy_right : 0.94566 -> 62 150 +idx: 87 entropy_left: 1.27327 entropy_right : 0.918296 -> 62 150 +idx: 88 entropy_left: 1.30019 entropy_right : 0.923579 -> 62 150 +idx: 89 entropy_left: 1.27736 entropy_right : 0.912734 -> 62 150 +idx: 91 entropy_left: 1.31415 entropy_right : 0.923842 -> 62 150 +idx: 95 entropy_left: 1.24067 entropy_right : 0.869893 -> 62 150 +idx: 97 entropy_left: 1.27079 entropy_right : 0.883585 -> 62 150 +idx: 99 entropy_left: 1.24052 entropy_right : 0.847862 -> 62 150 +idx: 101 entropy_left: 1.26226 entropy_right : 0.863121 -> 62 150 +idx: 102 entropy_left: 1.24944 entropy_right : 0.842658 -> 62 150 +idx: 104 entropy_left: 1.26381 entropy_right : 0.858981 -> 62 150 +idx: 105 entropy_left: 1.2529 entropy_right : 0.836641 -> 62 150 +idx: 106 entropy_left: 1.25827 entropy_right : 0.845351 -> 62 150 +idx: 107 entropy_left: 1.24816 entropy_right : 0.820364 -> 62 150 +idx: 109 entropy_left: 1.25619 entropy_right : 0.839004 -> 62 150 +idx: 110 entropy_left: 1.24756 entropy_right : 0.811278 -> 62 150 +idx: 113 entropy_left: 1.2533 entropy_right : 0.841852 -> 62 150 +idx: 114 entropy_left: 1.2466 entropy_right : 0.811278 -> 62 150 +idx: 117 entropy_left: 1.24682 entropy_right : 0.845351 -> 62 150 +idx: 118 entropy_left: 1.24172 entropy_right : 0.811278 -> 62 150 +idx: 120 entropy_left: 1.23992 entropy_right : 0.836641 -> 62 150 +idx: 122 entropy_left: 1.23112 entropy_right : 0.749595 -> 62 150 +idx: 127 entropy_left: 1.22367 entropy_right : 0.828056 -> 62 150 +idx: 130 entropy_left: 1.21528 entropy_right : 0.60984 -> 62 150 +idx: 132 entropy_left: 1.21223 entropy_right : 0.650022 -> 62 150 +idx: 133 entropy_left: 1.20968 entropy_right : 0.522559 -> 62 150 +idx: 134 entropy_left: 1.20807 entropy_right : 0.543564 -> 62 150 +idx: 135 entropy_left: 1.20563 entropy_right : 0.353359 -> 62 150 +idx: 137 entropy_left: 1.20229 entropy_right : 0.391244 -> 62 150 +idx: 138 entropy_left: 1.20027 entropy_right : 0 -> 62 150 +cut: 5.7 index: 68 +start: 62 cut: 68 end: 150 +k=3 k1=1 k2=3 ent=1.16872 ent1=0 ent2=1.15739 +ig=0.090239 delta=4.60988 N 88 term 0.1256 +idx: 69 entropy_left: 0 entropy_right : 1.1095 -> 68 150 +idx: 70 entropy_left: 1 entropy_right : 1.10587 -> 68 150 +idx: 71 entropy_left: 1.58496 entropy_right : 1.11046 -> 68 150 +idx: 72 entropy_left: 1.5 entropy_right : 1.05114 -> 68 150 +idx: 74 entropy_left: 1.45915 entropy_right : 1.04172 -> 68 150 +idx: 75 entropy_left: 1.55666 entropy_right : 1.04629 -> 68 150 +idx: 76 entropy_left: 1.56128 entropy_right : 0.956889 -> 68 150 +idx: 77 entropy_left: 1.53049 entropy_right : 0.950567 -> 68 150 +idx: 78 entropy_left: 1.57095 entropy_right : 0.954434 -> 68 150 +idx: 79 entropy_left: 1.53948 entropy_right : 0.947707 -> 68 150 +idx: 81 entropy_left: 1.54858 entropy_right : 0.955759 -> 68 150 +idx: 83 entropy_left: 1.50582 entropy_right : 0.941186 -> 68 150 +idx: 84 entropy_left: 1.50524 entropy_right : 0.94566 -> 68 150 +idx: 87 entropy_left: 1.43298 entropy_right : 0.918296 -> 68 150 +idx: 88 entropy_left: 1.44065 entropy_right : 0.923579 -> 68 150 +idx: 89 entropy_left: 1.41803 entropy_right : 0.912734 -> 68 150 +idx: 91 entropy_left: 1.42191 entropy_right : 0.923842 -> 68 150 +idx: 95 entropy_left: 1.35164 entropy_right : 0.869893 -> 68 150 +idx: 97 entropy_left: 1.36102 entropy_right : 0.883585 -> 68 150 +idx: 99 entropy_left: 1.33176 entropy_right : 0.847862 -> 68 150 +idx: 101 entropy_left: 1.33689 entropy_right : 0.863121 -> 68 150 +idx: 102 entropy_left: 1.32513 entropy_right : 0.842658 -> 68 150 +idx: 104 entropy_left: 1.32501 entropy_right : 0.858981 -> 68 150 +idx: 105 entropy_left: 1.3157 entropy_right : 0.836641 -> 68 150 +idx: 106 entropy_left: 1.31462 entropy_right : 0.845351 -> 68 150 +idx: 107 entropy_left: 1.30608 entropy_right : 0.820364 -> 68 150 +idx: 109 entropy_left: 1.30262 entropy_right : 0.839004 -> 68 150 +idx: 110 entropy_left: 1.29584 entropy_right : 0.811278 -> 68 150 +idx: 113 entropy_left: 1.28669 entropy_right : 0.841852 -> 68 150 +idx: 114 entropy_left: 1.28223 entropy_right : 0.811278 -> 68 150 +idx: 117 entropy_left: 1.26978 entropy_right : 0.845351 -> 68 150 +idx: 118 entropy_left: 1.26714 entropy_right : 0.811278 -> 68 150 +idx: 120 entropy_left: 1.25797 entropy_right : 0.836641 -> 68 150 +idx: 122 entropy_left: 1.25373 entropy_right : 0.749595 -> 68 150 +idx: 127 entropy_left: 1.23126 entropy_right : 0.828056 -> 68 150 +idx: 130 entropy_left: 1.22934 entropy_right : 0.60984 -> 68 150 +idx: 132 entropy_left: 1.22147 entropy_right : 0.650022 -> 68 150 +idx: 133 entropy_left: 1.22081 entropy_right : 0.522559 -> 68 150 +idx: 134 entropy_left: 1.21697 entropy_right : 0.543564 -> 68 150 +idx: 135 entropy_left: 1.21631 entropy_right : 0.353359 -> 68 150 +idx: 137 entropy_left: 1.20883 entropy_right : 0.391244 -> 68 150 +idx: 138 entropy_left: 1.20854 entropy_right : 0 -> 68 150 +cut: 5.7 index: 69 +start: 68 cut: 69 end: 150 +k=3 k1=1 k2=3 ent=1.15739 ent1=0 ent2=1.1095 +ig=0.061421 delta=4.50018 N 82 term 0.132196 +idx: 70 entropy_left: 0 entropy_right : 1.10587 -> 69 150 +idx: 71 entropy_left: 1 entropy_right : 1.11046 -> 69 150 +idx: 72 entropy_left: 1.58496 entropy_right : 1.05114 -> 69 150 +idx: 74 entropy_left: 1.37095 entropy_right : 1.04172 -> 69 150 +idx: 75 entropy_left: 1.45915 entropy_right : 1.04629 -> 69 150 +idx: 76 entropy_left: 1.55666 entropy_right : 0.956889 -> 69 150 +idx: 77 entropy_left: 1.5 entropy_right : 0.950567 -> 69 150 +idx: 78 entropy_left: 1.53049 entropy_right : 0.954434 -> 69 150 +idx: 79 entropy_left: 1.48548 entropy_right : 0.947707 -> 69 150 +idx: 81 entropy_left: 1.48336 entropy_right : 0.955759 -> 69 150 +idx: 83 entropy_left: 1.43156 entropy_right : 0.941186 -> 69 150 +idx: 84 entropy_left: 1.42947 entropy_right : 0.94566 -> 69 150 +idx: 87 entropy_left: 1.35164 entropy_right : 0.918296 -> 69 150 +idx: 88 entropy_left: 1.35999 entropy_right : 0.923579 -> 69 150 +idx: 89 entropy_left: 1.33667 entropy_right : 0.912734 -> 69 150 +idx: 91 entropy_left: 1.34202 entropy_right : 0.923842 -> 69 150 +idx: 95 entropy_left: 1.27226 entropy_right : 0.869893 -> 69 150 +idx: 97 entropy_left: 1.28389 entropy_right : 0.883585 -> 69 150 +idx: 99 entropy_left: 1.25554 entropy_right : 0.847862 -> 69 150 +idx: 101 entropy_left: 1.26273 entropy_right : 0.863121 -> 69 150 +idx: 102 entropy_left: 1.25153 entropy_right : 0.842658 -> 69 150 +idx: 104 entropy_left: 1.25323 entropy_right : 0.858981 -> 69 150 +idx: 105 entropy_left: 1.24454 entropy_right : 0.836641 -> 69 150 +idx: 106 entropy_left: 1.2443 entropy_right : 0.845351 -> 69 150 +idx: 107 entropy_left: 1.23639 entropy_right : 0.820364 -> 69 150 +idx: 109 entropy_left: 1.2345 entropy_right : 0.839004 -> 69 150 +idx: 110 entropy_left: 1.22835 entropy_right : 0.811278 -> 69 150 +idx: 113 entropy_left: 1.22131 entropy_right : 0.841852 -> 69 150 +idx: 114 entropy_left: 1.21749 entropy_right : 0.811278 -> 69 150 +idx: 117 entropy_left: 1.20691 entropy_right : 0.845351 -> 69 150 +idx: 118 entropy_left: 1.20489 entropy_right : 0.811278 -> 69 150 +idx: 120 entropy_left: 1.19687 entropy_right : 0.836641 -> 69 150 +idx: 122 entropy_left: 1.19381 entropy_right : 0.749595 -> 69 150 +idx: 127 entropy_left: 1.1739 entropy_right : 0.828056 -> 69 150 +idx: 130 entropy_left: 1.17359 entropy_right : 0.60984 -> 69 150 +idx: 132 entropy_left: 1.16663 entropy_right : 0.650022 -> 69 150 +idx: 133 entropy_left: 1.16646 entropy_right : 0.522559 -> 69 150 +idx: 134 entropy_left: 1.16306 entropy_right : 0.543564 -> 69 150 +idx: 135 entropy_left: 1.16287 entropy_right : 0.353359 -> 69 150 +idx: 137 entropy_left: 1.15623 entropy_right : 0.391244 -> 69 150 +idx: 138 entropy_left: 1.15639 entropy_right : 0 -> 69 150 +cut: 5.7 index: 70 +start: 69 cut: 70 end: 150 +k=3 k1=1 k2=3 ent=1.1095 ent1=0 ent2=1.10587 +ig=0.0172869 delta=4.63295 N 81 term 0.135245 +idx: 71 entropy_left: 0 entropy_right : 1.11046 -> 70 150 +idx: 72 entropy_left: 1 entropy_right : 1.05114 -> 70 150 +idx: 74 entropy_left: 1.5 entropy_right : 1.04172 -> 70 150 +idx: 75 entropy_left: 1.52193 entropy_right : 1.04629 -> 70 150 +idx: 76 entropy_left: 1.58496 entropy_right : 0.956889 -> 70 150 +idx: 77 entropy_left: 1.55666 entropy_right : 0.950567 -> 70 150 +idx: 78 entropy_left: 1.56128 entropy_right : 0.954434 -> 70 150 +idx: 79 entropy_left: 1.53049 entropy_right : 0.947707 -> 70 150 +idx: 81 entropy_left: 1.49492 entropy_right : 0.955759 -> 70 150 +idx: 83 entropy_left: 1.46048 entropy_right : 0.941186 -> 70 150 +idx: 84 entropy_left: 1.44882 entropy_right : 0.94566 -> 70 150 +idx: 87 entropy_left: 1.37928 entropy_right : 0.918296 -> 70 150 +idx: 88 entropy_left: 1.3821 entropy_right : 0.923579 -> 70 150 +idx: 89 entropy_left: 1.35999 entropy_right : 0.912734 -> 70 150 +idx: 91 entropy_left: 1.35667 entropy_right : 0.923842 -> 70 150 +idx: 95 entropy_left: 1.29056 entropy_right : 0.869893 -> 70 150 +idx: 97 entropy_left: 1.29723 entropy_right : 0.883585 -> 70 150 +idx: 99 entropy_left: 1.26992 entropy_right : 0.847862 -> 70 150 +idx: 101 entropy_left: 1.27337 entropy_right : 0.863121 -> 70 150 +idx: 102 entropy_left: 1.26273 entropy_right : 0.842658 -> 70 150 +idx: 104 entropy_left: 1.26128 entropy_right : 0.858981 -> 70 150 +idx: 105 entropy_left: 1.25323 entropy_right : 0.836641 -> 70 150 +idx: 106 entropy_left: 1.25163 entropy_right : 0.845351 -> 70 150 +idx: 107 entropy_left: 1.2443 entropy_right : 0.820364 -> 70 150 +idx: 109 entropy_left: 1.24004 entropy_right : 0.839004 -> 70 150 +idx: 110 entropy_left: 1.2345 entropy_right : 0.811278 -> 70 150 +idx: 113 entropy_left: 1.22447 entropy_right : 0.841852 -> 70 150 +idx: 114 entropy_left: 1.22131 entropy_right : 0.811278 -> 70 150 +idx: 117 entropy_left: 1.20825 entropy_right : 0.845351 -> 70 150 +idx: 118 entropy_left: 1.20691 entropy_right : 0.811278 -> 70 150 +idx: 120 entropy_left: 1.19748 entropy_right : 0.836641 -> 70 150 +idx: 122 entropy_left: 1.19562 entropy_right : 0.749595 -> 70 150 +idx: 127 entropy_left: 1.1729 entropy_right : 0.828056 -> 70 150 +idx: 130 entropy_left: 1.17419 entropy_right : 0.60984 -> 70 150 +idx: 132 entropy_left: 1.16634 entropy_right : 0.650022 -> 70 150 +idx: 133 entropy_left: 1.16663 entropy_right : 0.522559 -> 70 150 +idx: 134 entropy_left: 1.16282 entropy_right : 0.543564 -> 70 150 +idx: 135 entropy_left: 1.16306 entropy_right : 0.353359 -> 70 150 +idx: 137 entropy_left: 1.15566 entropy_right : 0.391244 -> 70 150 +idx: 138 entropy_left: 1.15623 entropy_right : 0 -> 70 150 +cut: 5.7 index: 71 +start: 70 cut: 71 end: 150 +k=3 k1=1 k2=3 ent=1.10587 ent1=0 ent2=1.11046 +ig=0.00928795 delta=4.65763 N 80 term 0.137018 +idx: 72 entropy_left: 0 entropy_right : 1.05114 -> 71 150 +idx: 74 entropy_left: 0.918296 entropy_right : 1.04172 -> 71 150 +idx: 75 entropy_left: 1.5 entropy_right : 1.04629 -> 71 150 +idx: 76 entropy_left: 1.52193 entropy_right : 0.956889 -> 71 150 +idx: 77 entropy_left: 1.45915 entropy_right : 0.950567 -> 71 150 +idx: 78 entropy_left: 1.55666 entropy_right : 0.954434 -> 71 150 +idx: 79 entropy_left: 1.5 entropy_right : 0.947707 -> 71 150 +idx: 81 entropy_left: 1.52193 entropy_right : 0.955759 -> 71 150 +idx: 83 entropy_left: 1.45915 entropy_right : 0.941186 -> 71 150 +idx: 84 entropy_left: 1.46048 entropy_right : 0.94566 -> 71 150 +idx: 87 entropy_left: 1.36631 entropy_right : 0.918296 -> 71 150 +idx: 88 entropy_left: 1.37928 entropy_right : 0.923579 -> 71 150 +idx: 89 entropy_left: 1.35164 entropy_right : 0.912734 -> 71 150 +idx: 91 entropy_left: 1.36096 entropy_right : 0.923842 -> 71 150 +idx: 95 entropy_left: 1.28067 entropy_right : 0.869893 -> 71 150 +idx: 97 entropy_left: 1.29574 entropy_right : 0.883585 -> 71 150 +idx: 99 entropy_left: 1.26381 entropy_right : 0.847862 -> 71 150 +idx: 101 entropy_left: 1.27291 entropy_right : 0.863121 -> 71 150 +idx: 102 entropy_left: 1.26044 entropy_right : 0.842658 -> 71 150 +idx: 104 entropy_left: 1.26288 entropy_right : 0.858981 -> 71 150 +idx: 105 entropy_left: 1.2533 entropy_right : 0.836641 -> 71 150 +idx: 106 entropy_left: 1.25323 entropy_right : 0.845351 -> 71 150 +idx: 107 entropy_left: 1.24454 entropy_right : 0.820364 -> 71 150 +idx: 109 entropy_left: 1.24273 entropy_right : 0.839004 -> 71 150 +idx: 110 entropy_left: 1.23603 entropy_right : 0.811278 -> 71 150 +idx: 113 entropy_left: 1.22858 entropy_right : 0.841852 -> 71 150 +idx: 114 entropy_left: 1.22447 entropy_right : 0.811278 -> 71 150 +idx: 117 entropy_left: 1.21311 entropy_right : 0.845351 -> 71 150 +idx: 118 entropy_left: 1.21098 entropy_right : 0.811278 -> 71 150 +idx: 120 entropy_left: 1.20239 entropy_right : 0.836641 -> 71 150 +idx: 122 entropy_left: 1.19918 entropy_right : 0.749595 -> 71 150 +idx: 127 entropy_left: 1.17797 entropy_right : 0.828056 -> 71 150 +idx: 130 entropy_left: 1.17775 entropy_right : 0.60984 -> 71 150 +idx: 132 entropy_left: 1.17038 entropy_right : 0.650022 -> 71 150 +idx: 133 entropy_left: 1.17023 entropy_right : 0.522559 -> 71 150 +idx: 134 entropy_left: 1.16663 entropy_right : 0.543564 -> 71 150 +idx: 135 entropy_left: 1.16646 entropy_right : 0.353359 -> 71 150 +idx: 137 entropy_left: 1.15945 entropy_right : 0.391244 -> 71 150 +idx: 138 entropy_left: 1.15965 entropy_right : 0 -> 71 150 +cut: 5.7 index: 72 +start: 71 cut: 72 end: 150 +k=3 k1=1 k2=3 ent=1.11046 ent1=0 ent2=1.05114 +ig=0.0726241 delta=4.4659 N 79 term 0.136092 +idx: 74 entropy_left: 0 entropy_right : 1.04172 -> 72 150 +idx: 75 entropy_left: 0.918296 entropy_right : 1.04629 -> 72 150 +idx: 76 entropy_left: 1.5 entropy_right : 0.956889 -> 72 150 +idx: 77 entropy_left: 1.37095 entropy_right : 0.950567 -> 72 150 +idx: 78 entropy_left: 1.45915 entropy_right : 0.954434 -> 72 150 +idx: 79 entropy_left: 1.37878 entropy_right : 0.947707 -> 72 150 +idx: 81 entropy_left: 1.39215 entropy_right : 0.955759 -> 72 150 +idx: 83 entropy_left: 1.32218 entropy_right : 0.941186 -> 72 150 +idx: 84 entropy_left: 1.32501 entropy_right : 0.94566 -> 72 150 +idx: 87 entropy_left: 1.23096 entropy_right : 0.918296 -> 72 150 +idx: 88 entropy_left: 1.24756 entropy_right : 0.923579 -> 72 150 +idx: 89 entropy_left: 1.22105 entropy_right : 0.912734 -> 72 150 +idx: 91 entropy_left: 1.23639 entropy_right : 0.923842 -> 72 150 +idx: 95 entropy_left: 1.16256 entropy_right : 0.869893 -> 72 150 +idx: 97 entropy_left: 1.18297 entropy_right : 0.883585 -> 72 150 +idx: 99 entropy_left: 1.15417 entropy_right : 0.847862 -> 72 150 +idx: 101 entropy_left: 1.16765 entropy_right : 0.863121 -> 72 150 +idx: 102 entropy_left: 1.15668 entropy_right : 0.842658 -> 72 150 +idx: 104 entropy_left: 1.16282 entropy_right : 0.858981 -> 72 150 +idx: 105 entropy_left: 1.15465 entropy_right : 0.836641 -> 72 150 +idx: 106 entropy_left: 1.15623 entropy_right : 0.845351 -> 72 150 +idx: 107 entropy_left: 1.14888 entropy_right : 0.820364 -> 72 150 +idx: 109 entropy_left: 1.15006 entropy_right : 0.839004 -> 72 150 +idx: 110 entropy_left: 1.14463 entropy_right : 0.811278 -> 72 150 +idx: 113 entropy_left: 1.14104 entropy_right : 0.841852 -> 72 150 +idx: 114 entropy_left: 1.1381 entropy_right : 0.811278 -> 72 150 +idx: 117 entropy_left: 1.13006 entropy_right : 0.845351 -> 72 150 +idx: 118 entropy_left: 1.12901 entropy_right : 0.811278 -> 72 150 +idx: 120 entropy_left: 1.12238 entropy_right : 0.836641 -> 72 150 +idx: 122 entropy_left: 1.12115 entropy_right : 0.749595 -> 72 150 +idx: 127 entropy_left: 1.10416 entropy_right : 0.828056 -> 72 150 +idx: 130 entropy_left: 1.10645 entropy_right : 0.60984 -> 72 150 +idx: 132 entropy_left: 1.10052 entropy_right : 0.650022 -> 72 150 +idx: 133 entropy_left: 1.10113 entropy_right : 0.522559 -> 72 150 +idx: 134 entropy_left: 1.09821 entropy_right : 0.543564 -> 72 150 +idx: 135 entropy_left: 1.09876 entropy_right : 0.353359 -> 72 150 +idx: 137 entropy_left: 1.09304 entropy_right : 0.391244 -> 72 150 +idx: 138 entropy_left: 1.09391 entropy_right : 0 -> 72 150 +cut: 5.8 index: 74 +start: 72 cut: 74 end: 150 +k=3 k1=1 k2=3 ent=1.05114 ent1=0 ent2=1.04172 +ig=0.0361296 delta=4.6156 N 78 term 0.139518 +idx: 75 entropy_left: 0 entropy_right : 1.04629 -> 74 150 +idx: 76 entropy_left: 1 entropy_right : 0.956889 -> 74 150 +idx: 77 entropy_left: 1.58496 entropy_right : 0.950567 -> 74 150 +idx: 78 entropy_left: 1.5 entropy_right : 0.954434 -> 74 150 +idx: 79 entropy_left: 1.52193 entropy_right : 0.947707 -> 74 150 +idx: 81 entropy_left: 1.37878 entropy_right : 0.955759 -> 74 150 +idx: 83 entropy_left: 1.39215 entropy_right : 0.941186 -> 74 150 +idx: 84 entropy_left: 1.36096 entropy_right : 0.94566 -> 74 150 +idx: 87 entropy_left: 1.29574 entropy_right : 0.918296 -> 74 150 +idx: 88 entropy_left: 1.29584 entropy_right : 0.923579 -> 74 150 +idx: 89 entropy_left: 1.27291 entropy_right : 0.912734 -> 74 150 +idx: 91 entropy_left: 1.26393 entropy_right : 0.923842 -> 74 150 +idx: 95 entropy_left: 1.20091 entropy_right : 0.869893 -> 74 150 +idx: 97 entropy_left: 1.20883 entropy_right : 0.883585 -> 74 150 +idx: 99 entropy_left: 1.18297 entropy_right : 0.847862 -> 74 150 +idx: 101 entropy_left: 1.18739 entropy_right : 0.863121 -> 74 150 +idx: 102 entropy_left: 1.17797 entropy_right : 0.842658 -> 74 150 +idx: 104 entropy_left: 1.17668 entropy_right : 0.858981 -> 74 150 +idx: 105 entropy_left: 1.17023 entropy_right : 0.836641 -> 74 150 +idx: 106 entropy_left: 1.16865 entropy_right : 0.845351 -> 74 150 +idx: 107 entropy_left: 1.16287 entropy_right : 0.820364 -> 74 150 +idx: 109 entropy_left: 1.1586 entropy_right : 0.839004 -> 74 150 +idx: 110 entropy_left: 1.15477 entropy_right : 0.811278 -> 74 150 +idx: 113 entropy_left: 1.14445 entropy_right : 0.841852 -> 74 150 +idx: 114 entropy_left: 1.1432 entropy_right : 0.811278 -> 74 150 +idx: 117 entropy_left: 1.12969 entropy_right : 0.845351 -> 74 150 +idx: 118 entropy_left: 1.13033 entropy_right : 0.811278 -> 74 150 +idx: 120 entropy_left: 1.12063 entropy_right : 0.836641 -> 74 150 +idx: 122 entropy_left: 1.12238 entropy_right : 0.749595 -> 74 150 +idx: 127 entropy_left: 1.09935 entropy_right : 0.828056 -> 74 150 +idx: 130 entropy_left: 1.10551 entropy_right : 0.60984 -> 74 150 +idx: 132 entropy_left: 1.0977 entropy_right : 0.650022 -> 74 150 +idx: 133 entropy_left: 1.0994 entropy_right : 0.522559 -> 74 150 +idx: 134 entropy_left: 1.09562 entropy_right : 0.543564 -> 74 150 +idx: 135 entropy_left: 1.09718 entropy_right : 0.353359 -> 74 150 +idx: 137 entropy_left: 1.08987 entropy_right : 0.391244 -> 74 150 +idx: 138 entropy_left: 1.09171 entropy_right : 0 -> 74 150 +cut: 5.8 index: 75 +start: 74 cut: 75 end: 150 +k=3 k1=1 k2=3 ent=1.04172 ent1=0 ent2=1.04629 +ig=0.00920081 delta=4.65755 N 76 term 0.143242 +idx: 76 entropy_left: 0 entropy_right : 0.956889 -> 75 150 +idx: 77 entropy_left: 1 entropy_right : 0.950567 -> 75 150 +idx: 78 entropy_left: 1.58496 entropy_right : 0.954434 -> 75 150 +idx: 79 entropy_left: 1.5 entropy_right : 0.947707 -> 75 150 +idx: 81 entropy_left: 1.45915 entropy_right : 0.955759 -> 75 150 +idx: 83 entropy_left: 1.40564 entropy_right : 0.941186 -> 75 150 +idx: 84 entropy_left: 1.39215 entropy_right : 0.94566 -> 75 150 +idx: 87 entropy_left: 1.28067 entropy_right : 0.918296 -> 75 150 +idx: 88 entropy_left: 1.29574 entropy_right : 0.923579 -> 75 150 +idx: 89 entropy_left: 1.26381 entropy_right : 0.912734 -> 75 150 +idx: 91 entropy_left: 1.27178 entropy_right : 0.923842 -> 75 150 +idx: 95 entropy_left: 1.18838 entropy_right : 0.869893 -> 75 150 +idx: 97 entropy_left: 1.20721 entropy_right : 0.883585 -> 75 150 +idx: 99 entropy_left: 1.17528 entropy_right : 0.847862 -> 75 150 +idx: 101 entropy_left: 1.18672 entropy_right : 0.863121 -> 75 150 +idx: 102 entropy_left: 1.17499 entropy_right : 0.842658 -> 75 150 +idx: 104 entropy_left: 1.17836 entropy_right : 0.858981 -> 75 150 +idx: 105 entropy_left: 1.17003 entropy_right : 0.836641 -> 75 150 +idx: 106 entropy_left: 1.17023 entropy_right : 0.845351 -> 75 150 +idx: 107 entropy_left: 1.16282 entropy_right : 0.820364 -> 75 150 +idx: 109 entropy_left: 1.16138 entropy_right : 0.839004 -> 75 150 +idx: 110 entropy_left: 1.15618 entropy_right : 0.811278 -> 75 150 +idx: 113 entropy_left: 1.14874 entropy_right : 0.841852 -> 75 150 +idx: 114 entropy_left: 1.1464 entropy_right : 0.811278 -> 75 150 +idx: 117 entropy_left: 1.13474 entropy_right : 0.845351 -> 75 150 +idx: 118 entropy_left: 1.1345 entropy_right : 0.811278 -> 75 150 +idx: 120 entropy_left: 1.12568 entropy_right : 0.836641 -> 75 150 +idx: 122 entropy_left: 1.12594 entropy_right : 0.749595 -> 75 150 +idx: 127 entropy_left: 1.1045 entropy_right : 0.828056 -> 75 150 +idx: 130 entropy_left: 1.10904 entropy_right : 0.60984 -> 75 150 +idx: 132 entropy_left: 1.10172 entropy_right : 0.650022 -> 75 150 +idx: 133 entropy_left: 1.10295 entropy_right : 0.522559 -> 75 150 +idx: 134 entropy_left: 1.0994 entropy_right : 0.543564 -> 75 150 +idx: 135 entropy_left: 1.10052 entropy_right : 0.353359 -> 75 150 +idx: 137 entropy_left: 1.09362 entropy_right : 0.391244 -> 75 150 +idx: 138 entropy_left: 1.09506 entropy_right : 0 -> 75 150 +cut: 5.8 index: 76 +start: 75 cut: 76 end: 150 +k=3 k1=1 k2=2 ent=1.04629 ent1=0 ent2=0.956889 +ig=0.102158 delta=3.41877 N 75 term 0.128376 +idx: 77 entropy_left: 0 entropy_right : 0.950567 -> 76 150 +idx: 78 entropy_left: 1 entropy_right : 0.954434 -> 76 150 +idx: 79 entropy_left: 0.918296 entropy_right : 0.947707 -> 76 150 +idx: 81 entropy_left: 0.970951 entropy_right : 0.955759 -> 76 150 +idx: 83 entropy_left: 0.985228 entropy_right : 0.941186 -> 76 150 +idx: 84 entropy_left: 1 entropy_right : 0.94566 -> 76 150 +idx: 87 entropy_left: 0.94566 entropy_right : 0.918296 -> 76 150 +idx: 88 entropy_left: 0.979869 entropy_right : 0.923579 -> 76 150 +idx: 89 entropy_left: 0.961237 entropy_right : 0.912734 -> 76 150 +idx: 91 entropy_left: 0.996792 entropy_right : 0.923842 -> 76 150 +idx: 95 entropy_left: 0.949452 entropy_right : 0.869893 -> 76 150 +idx: 97 entropy_left: 0.985228 entropy_right : 0.883585 -> 76 150 +idx: 99 entropy_left: 0.965636 entropy_right : 0.847862 -> 76 150 +idx: 101 entropy_left: 0.989587 entropy_right : 0.863121 -> 76 150 +idx: 102 entropy_left: 0.982859 entropy_right : 0.842658 -> 76 150 +idx: 104 entropy_left: 0.996316 entropy_right : 0.858981 -> 76 150 +idx: 105 entropy_left: 0.992267 entropy_right : 0.836641 -> 76 150 +idx: 106 entropy_left: 0.996792 entropy_right : 0.845351 -> 76 150 +idx: 107 entropy_left: 0.993234 entropy_right : 0.820364 -> 76 150 +idx: 109 entropy_left: 0.999338 entropy_right : 0.839004 -> 76 150 +idx: 110 entropy_left: 0.997502 entropy_right : 0.811278 -> 76 150 +idx: 113 entropy_left: 0.999473 entropy_right : 0.841852 -> 76 150 +idx: 114 entropy_left: 1 entropy_right : 0.811278 -> 76 150 +idx: 117 entropy_left: 0.996135 entropy_right : 0.845351 -> 76 150 +idx: 118 entropy_left: 0.998364 entropy_right : 0.811278 -> 76 150 +idx: 120 entropy_left: 0.99403 entropy_right : 0.836641 -> 76 150 +idx: 122 entropy_left: 0.998636 entropy_right : 0.749595 -> 76 150 +idx: 127 entropy_left: 0.986368 entropy_right : 0.828056 -> 76 150 +idx: 130 entropy_left: 0.996038 entropy_right : 0.60984 -> 76 150 +idx: 132 entropy_left: 0.991703 entropy_right : 0.650022 -> 76 150 +idx: 133 entropy_left: 0.994442 entropy_right : 0.522559 -> 76 150 +idx: 134 entropy_left: 0.992267 entropy_right : 0.543564 -> 76 150 +idx: 135 entropy_left: 0.994813 entropy_right : 0.353359 -> 76 150 +idx: 137 entropy_left: 0.99048 entropy_right : 0.391244 -> 76 150 +idx: 138 entropy_left: 0.993234 entropy_right : 0 -> 76 150 +cut: 5.8 index: 77 +start: 76 cut: 77 end: 150 +k=2 k1=1 k2=2 ent=0.956889 ent1=0 ent2=0.950567 +ig=0.0191673 delta=2.79471 N 74 term 0.121413 +idx: 78 entropy_left: 0 entropy_right : 0.954434 -> 77 150 +idx: 79 entropy_left: 1 entropy_right : 0.947707 -> 77 150 +idx: 81 entropy_left: 0.811278 entropy_right : 0.955759 -> 77 150 +idx: 83 entropy_left: 1 entropy_right : 0.941186 -> 77 150 +idx: 84 entropy_left: 0.985228 entropy_right : 0.94566 -> 77 150 +idx: 87 entropy_left: 0.970951 entropy_right : 0.918296 -> 77 150 +idx: 88 entropy_left: 0.99403 entropy_right : 0.923579 -> 77 150 +idx: 89 entropy_left: 0.979869 entropy_right : 0.912734 -> 77 150 +idx: 91 entropy_left: 1 entropy_right : 0.923842 -> 77 150 +idx: 95 entropy_left: 0.964079 entropy_right : 0.869893 -> 77 150 +idx: 97 entropy_left: 0.992774 entropy_right : 0.883585 -> 77 150 +idx: 99 entropy_left: 0.976021 entropy_right : 0.847862 -> 77 150 +idx: 101 entropy_left: 0.994985 entropy_right : 0.863121 -> 77 150 +idx: 102 entropy_left: 0.989587 entropy_right : 0.842658 -> 77 150 +idx: 104 entropy_left: 0.99901 entropy_right : 0.858981 -> 77 150 +idx: 105 entropy_left: 0.996316 entropy_right : 0.836641 -> 77 150 +idx: 106 entropy_left: 0.999142 entropy_right : 0.845351 -> 77 150 +idx: 107 entropy_left: 0.996792 entropy_right : 0.820364 -> 77 150 +idx: 109 entropy_left: 1 entropy_right : 0.839004 -> 77 150 +idx: 110 entropy_left: 0.999338 entropy_right : 0.811278 -> 77 150 +idx: 113 entropy_left: 0.997772 entropy_right : 0.841852 -> 77 150 +idx: 114 entropy_left: 0.999473 entropy_right : 0.811278 -> 77 150 +idx: 117 entropy_left: 0.992774 entropy_right : 0.845351 -> 77 150 +idx: 118 entropy_left: 0.996135 entropy_right : 0.811278 -> 77 150 +idx: 120 entropy_left: 0.990225 entropy_right : 0.836641 -> 77 150 +idx: 122 entropy_left: 0.996792 entropy_right : 0.749595 -> 77 150 +idx: 127 entropy_left: 0.981454 entropy_right : 0.828056 -> 77 150 +idx: 130 entropy_left: 0.99357 entropy_right : 0.60984 -> 77 150 +idx: 132 entropy_left: 0.988284 entropy_right : 0.650022 -> 77 150 +idx: 133 entropy_left: 0.991703 entropy_right : 0.522559 -> 77 150 +idx: 134 entropy_left: 0.989093 entropy_right : 0.543564 -> 77 150 +idx: 135 entropy_left: 0.992267 entropy_right : 0.353359 -> 77 150 +idx: 137 entropy_left: 0.987138 entropy_right : 0.391244 -> 77 150 +idx: 138 entropy_left: 0.99048 entropy_right : 0 -> 77 150 +cut: 5.8 index: 78 +start: 77 cut: 78 end: 150 +k=2 k1=1 k2=2 ent=0.950567 ent1=0 ent2=0.954434 +ig=0.00920719 delta=2.81509 N 73 term 0.123082 +idx: 79 entropy_left: 0 entropy_right : 0.947707 -> 78 150 +idx: 81 entropy_left: 0.918296 entropy_right : 0.955759 -> 78 150 +idx: 83 entropy_left: 0.970951 entropy_right : 0.941186 -> 78 150 +idx: 84 entropy_left: 1 entropy_right : 0.94566 -> 78 150 +idx: 87 entropy_left: 0.918296 entropy_right : 0.918296 -> 78 150 +idx: 88 entropy_left: 0.970951 entropy_right : 0.923579 -> 78 150 +idx: 89 entropy_left: 0.94566 entropy_right : 0.912734 -> 78 150 +idx: 91 entropy_left: 0.995727 entropy_right : 0.923842 -> 78 150 +idx: 95 entropy_left: 0.936667 entropy_right : 0.869893 -> 78 150 +idx: 97 entropy_left: 0.981941 entropy_right : 0.883585 -> 78 150 +idx: 99 entropy_left: 0.958712 entropy_right : 0.847862 -> 78 150 +idx: 101 entropy_left: 0.987692 entropy_right : 0.863121 -> 78 150 +idx: 102 entropy_left: 0.979869 entropy_right : 0.842658 -> 78 150 +idx: 104 entropy_left: 0.995727 entropy_right : 0.858981 -> 78 150 +idx: 105 entropy_left: 0.991076 entropy_right : 0.836641 -> 78 150 +idx: 106 entropy_left: 0.996316 entropy_right : 0.845351 -> 78 150 +idx: 107 entropy_left: 0.992267 entropy_right : 0.820364 -> 78 150 +idx: 109 entropy_left: 0.999249 entropy_right : 0.839004 -> 78 150 +idx: 110 entropy_left: 0.99718 entropy_right : 0.811278 -> 78 150 +idx: 113 entropy_left: 0.999411 entropy_right : 0.841852 -> 78 150 +idx: 114 entropy_left: 1 entropy_right : 0.811278 -> 78 150 +idx: 117 entropy_left: 0.995727 entropy_right : 0.845351 -> 78 150 +idx: 118 entropy_left: 0.998196 entropy_right : 0.811278 -> 78 150 +idx: 120 entropy_left: 0.993447 entropy_right : 0.836641 -> 78 150 +idx: 122 entropy_left: 0.998509 entropy_right : 0.749595 -> 78 150 +idx: 127 entropy_left: 0.985228 entropy_right : 0.828056 -> 78 150 +idx: 130 entropy_left: 0.995727 entropy_right : 0.60984 -> 78 150 +idx: 132 entropy_left: 0.991076 entropy_right : 0.650022 -> 78 150 +idx: 133 entropy_left: 0.99403 entropy_right : 0.522559 -> 78 150 +idx: 134 entropy_left: 0.991703 entropy_right : 0.543564 -> 78 150 +idx: 135 entropy_left: 0.994442 entropy_right : 0.353359 -> 78 150 +idx: 137 entropy_left: 0.989822 entropy_right : 0.391244 -> 78 150 +idx: 138 entropy_left: 0.992774 entropy_right : 0 -> 78 150 +cut: 5.8 index: 79 +start: 78 cut: 79 end: 150 +k=2 k1=1 k2=2 ent=0.954434 ent1=0 ent2=0.947707 +ig=0.0198892 delta=2.7939 N 72 term 0.124217 +idx: 81 entropy_left: 0 entropy_right : 0.955759 -> 79 150 +idx: 83 entropy_left: 1 entropy_right : 0.941186 -> 79 150 +idx: 84 entropy_left: 0.970951 entropy_right : 0.94566 -> 79 150 +idx: 87 entropy_left: 0.954434 entropy_right : 0.918296 -> 79 150 +idx: 88 entropy_left: 0.991076 entropy_right : 0.923579 -> 79 150 +idx: 89 entropy_left: 0.970951 entropy_right : 0.912734 -> 79 150 +idx: 91 entropy_left: 1 entropy_right : 0.923842 -> 79 150 +idx: 95 entropy_left: 0.954434 entropy_right : 0.869893 -> 79 150 +idx: 97 entropy_left: 0.991076 entropy_right : 0.883585 -> 79 150 +idx: 99 entropy_left: 0.970951 entropy_right : 0.847862 -> 79 150 +idx: 101 entropy_left: 0.99403 entropy_right : 0.863121 -> 79 150 +idx: 102 entropy_left: 0.987692 entropy_right : 0.842658 -> 79 150 +idx: 104 entropy_left: 0.998846 entropy_right : 0.858981 -> 79 150 +idx: 105 entropy_left: 0.995727 entropy_right : 0.836641 -> 79 150 +idx: 106 entropy_left: 0.99901 entropy_right : 0.845351 -> 79 150 +idx: 107 entropy_left: 0.996316 entropy_right : 0.820364 -> 79 150 +idx: 109 entropy_left: 1 entropy_right : 0.839004 -> 79 150 +idx: 110 entropy_left: 0.999249 entropy_right : 0.811278 -> 79 150 +idx: 113 entropy_left: 0.997502 entropy_right : 0.841852 -> 79 150 +idx: 114 entropy_left: 0.999411 entropy_right : 0.811278 -> 79 150 +idx: 117 entropy_left: 0.991992 entropy_right : 0.845351 -> 79 150 +idx: 118 entropy_left: 0.995727 entropy_right : 0.811278 -> 79 150 +idx: 120 entropy_left: 0.989245 entropy_right : 0.836641 -> 79 150 +idx: 122 entropy_left: 0.996486 entropy_right : 0.749595 -> 79 150 +idx: 127 entropy_left: 0.979869 entropy_right : 0.828056 -> 79 150 +idx: 130 entropy_left: 0.993055 entropy_right : 0.60984 -> 79 150 +idx: 132 entropy_left: 0.98738 entropy_right : 0.650022 -> 79 150 +idx: 133 entropy_left: 0.991076 entropy_right : 0.522559 -> 79 150 +idx: 134 entropy_left: 0.988284 entropy_right : 0.543564 -> 79 150 +idx: 135 entropy_left: 0.991703 entropy_right : 0.353359 -> 79 150 +idx: 137 entropy_left: 0.986233 entropy_right : 0.391244 -> 79 150 +idx: 138 entropy_left: 0.989822 entropy_right : 0 -> 79 150 +cut: 5.9 index: 81 +start: 79 cut: 81 end: 150 +k=2 k1=1 k2=2 ent=0.947707 ent1=0 ent2=0.955759 +ig=0.0188711 delta=2.82346 N 71 term 0.126095 +idx: 83 entropy_left: 0 entropy_right : 0.941186 -> 81 150 +idx: 84 entropy_left: 0.918296 entropy_right : 0.94566 -> 81 150 +idx: 87 entropy_left: 0.650022 entropy_right : 0.918296 -> 81 150 +idx: 88 entropy_left: 0.863121 entropy_right : 0.923579 -> 81 150 +idx: 89 entropy_left: 0.811278 entropy_right : 0.912734 -> 81 150 +idx: 91 entropy_left: 0.970951 entropy_right : 0.923842 -> 81 150 +idx: 95 entropy_left: 0.863121 entropy_right : 0.869893 -> 81 150 +idx: 97 entropy_left: 0.954434 entropy_right : 0.883585 -> 81 150 +idx: 99 entropy_left: 0.918296 entropy_right : 0.847862 -> 81 150 +idx: 101 entropy_left: 0.970951 entropy_right : 0.863121 -> 81 150 +idx: 102 entropy_left: 0.958712 entropy_right : 0.842658 -> 81 150 +idx: 104 entropy_left: 0.987692 entropy_right : 0.858981 -> 81 150 +idx: 105 entropy_left: 0.979869 entropy_right : 0.836641 -> 81 150 +idx: 106 entropy_left: 0.989587 entropy_right : 0.845351 -> 81 150 +idx: 107 entropy_left: 0.982859 entropy_right : 0.820364 -> 81 150 +idx: 109 entropy_left: 0.996316 entropy_right : 0.839004 -> 81 150 +idx: 110 entropy_left: 0.992267 entropy_right : 0.811278 -> 81 150 +idx: 113 entropy_left: 1 entropy_right : 0.841852 -> 81 150 +idx: 114 entropy_left: 0.999338 entropy_right : 0.811278 -> 81 150 +idx: 117 entropy_left: 0.997772 entropy_right : 0.845351 -> 81 150 +idx: 118 entropy_left: 0.999473 entropy_right : 0.811278 -> 81 150 +idx: 120 entropy_left: 0.995727 entropy_right : 0.836641 -> 81 150 +idx: 122 entropy_left: 0.999571 entropy_right : 0.749595 -> 81 150 +idx: 127 entropy_left: 0.987692 entropy_right : 0.828056 -> 81 150 +idx: 130 entropy_left: 0.997294 entropy_right : 0.60984 -> 81 150 +idx: 132 entropy_left: 0.993055 entropy_right : 0.650022 -> 81 150 +idx: 133 entropy_left: 0.995727 entropy_right : 0.522559 -> 81 150 +idx: 134 entropy_left: 0.99357 entropy_right : 0.543564 -> 81 150 +idx: 135 entropy_left: 0.996038 entropy_right : 0.353359 -> 81 150 +idx: 137 entropy_left: 0.991703 entropy_right : 0.391244 -> 81 150 +idx: 138 entropy_left: 0.994442 entropy_right : 0 -> 81 150 +cut: 5.95 index: 83 +start: 81 cut: 83 end: 150 +k=2 k1=1 k2=2 ent=0.955759 ent1=0 ent2=0.941186 +ig=0.0418534 delta=2.77821 N 69 term 0.128488 +idx: 84 entropy_left: 0 entropy_right : 0.94566 -> 83 150 +idx: 87 entropy_left: 0.811278 entropy_right : 0.918296 -> 83 150 +idx: 88 entropy_left: 0.970951 entropy_right : 0.923579 -> 83 150 +idx: 89 entropy_left: 0.918296 entropy_right : 0.912734 -> 83 150 +idx: 91 entropy_left: 1 entropy_right : 0.923842 -> 83 150 +idx: 95 entropy_left: 0.918296 entropy_right : 0.869893 -> 83 150 +idx: 97 entropy_left: 0.985228 entropy_right : 0.883585 -> 83 150 +idx: 99 entropy_left: 0.954434 entropy_right : 0.847862 -> 83 150 +idx: 101 entropy_left: 0.991076 entropy_right : 0.863121 -> 83 150 +idx: 102 entropy_left: 0.981941 entropy_right : 0.842658 -> 83 150 +idx: 104 entropy_left: 0.998364 entropy_right : 0.858981 -> 83 150 +idx: 105 entropy_left: 0.99403 entropy_right : 0.836641 -> 83 150 +idx: 106 entropy_left: 0.998636 entropy_right : 0.845351 -> 83 150 +idx: 107 entropy_left: 0.994985 entropy_right : 0.820364 -> 83 150 +idx: 109 entropy_left: 1 entropy_right : 0.839004 -> 83 150 +idx: 110 entropy_left: 0.99901 entropy_right : 0.811278 -> 83 150 +idx: 113 entropy_left: 0.996792 entropy_right : 0.841852 -> 83 150 +idx: 114 entropy_left: 0.999249 entropy_right : 0.811278 -> 83 150 +idx: 117 entropy_left: 0.989993 entropy_right : 0.845351 -> 83 150 +idx: 118 entropy_left: 0.994694 entropy_right : 0.811278 -> 83 150 +idx: 120 entropy_left: 0.986787 entropy_right : 0.836641 -> 83 150 +idx: 122 entropy_left: 0.995727 entropy_right : 0.749595 -> 83 150 +idx: 127 entropy_left: 0.976021 entropy_right : 0.828056 -> 83 150 +idx: 130 entropy_left: 0.991821 entropy_right : 0.60984 -> 83 150 +idx: 132 entropy_left: 0.985228 entropy_right : 0.650022 -> 83 150 +idx: 133 entropy_left: 0.989587 entropy_right : 0.522559 -> 83 150 +idx: 134 entropy_left: 0.986368 entropy_right : 0.543564 -> 83 150 +idx: 135 entropy_left: 0.990375 entropy_right : 0.353359 -> 83 150 +idx: 137 entropy_left: 0.98411 entropy_right : 0.391244 -> 83 150 +idx: 138 entropy_left: 0.988284 entropy_right : 0 -> 83 150 +cut: 6 index: 84 +start: 83 cut: 84 end: 150 +k=2 k1=1 k2=2 ent=0.941186 ent1=0 ent2=0.94566 +ig=0.00964046 delta=2.8163 N 67 term 0.132249 +idx: 87 entropy_left: 0 entropy_right : 0.918296 -> 84 150 +idx: 88 entropy_left: 0.811278 entropy_right : 0.923579 -> 84 150 +idx: 89 entropy_left: 0.721928 entropy_right : 0.912734 -> 84 150 +idx: 91 entropy_left: 0.985228 entropy_right : 0.923842 -> 84 150 +idx: 95 entropy_left: 0.845351 entropy_right : 0.869893 -> 84 150 +idx: 97 entropy_left: 0.961237 entropy_right : 0.883585 -> 84 150 +idx: 99 entropy_left: 0.918296 entropy_right : 0.847862 -> 84 150 +idx: 101 entropy_left: 0.977418 entropy_right : 0.863121 -> 84 150 +idx: 102 entropy_left: 0.964079 entropy_right : 0.842658 -> 84 150 +idx: 104 entropy_left: 0.992774 entropy_right : 0.858981 -> 84 150 +idx: 105 entropy_left: 0.985228 entropy_right : 0.836641 -> 84 150 +idx: 106 entropy_left: 0.99403 entropy_right : 0.845351 -> 84 150 +idx: 107 entropy_left: 0.987692 entropy_right : 0.820364 -> 84 150 +idx: 109 entropy_left: 0.998846 entropy_right : 0.839004 -> 84 150 +idx: 110 entropy_left: 0.995727 entropy_right : 0.811278 -> 84 150 +idx: 113 entropy_left: 0.999142 entropy_right : 0.841852 -> 84 150 +idx: 114 entropy_left: 1 entropy_right : 0.811278 -> 84 150 +idx: 117 entropy_left: 0.99403 entropy_right : 0.845351 -> 84 150 +idx: 118 entropy_left: 0.997502 entropy_right : 0.811278 -> 84 150 +idx: 120 entropy_left: 0.991076 entropy_right : 0.836641 -> 84 150 +idx: 122 entropy_left: 0.998001 entropy_right : 0.749595 -> 84 150 +idx: 127 entropy_left: 0.980798 entropy_right : 0.828056 -> 84 150 +idx: 130 entropy_left: 0.994539 entropy_right : 0.60984 -> 84 150 +idx: 132 entropy_left: 0.988699 entropy_right : 0.650022 -> 84 150 +idx: 133 entropy_left: 0.992476 entropy_right : 0.522559 -> 84 150 +idx: 134 entropy_left: 0.989587 entropy_right : 0.543564 -> 84 150 +idx: 135 entropy_left: 0.993055 entropy_right : 0.353359 -> 84 150 +idx: 137 entropy_left: 0.98738 entropy_right : 0.391244 -> 84 150 +idx: 138 entropy_left: 0.991076 entropy_right : 0 -> 84 150 +cut: 6 index: 87 +start: 84 cut: 87 end: 150 +k=2 k1=1 k2=2 ent=0.94566 ent1=0 ent2=0.918296 +ig=0.0691052 delta=2.75263 N 66 term 0.132954 +idx: 88 entropy_left: 0 entropy_right : 0.923579 -> 87 150 +idx: 89 entropy_left: 1 entropy_right : 0.912734 -> 87 150 +idx: 91 entropy_left: 0.811278 entropy_right : 0.923842 -> 87 150 +idx: 95 entropy_left: 0.954434 entropy_right : 0.869893 -> 87 150 +idx: 97 entropy_left: 1 entropy_right : 0.883585 -> 87 150 +idx: 99 entropy_left: 0.979869 entropy_right : 0.847862 -> 87 150 +idx: 101 entropy_left: 1 entropy_right : 0.863121 -> 87 150 +idx: 102 entropy_left: 0.996792 entropy_right : 0.842658 -> 87 150 +idx: 104 entropy_left: 0.997502 entropy_right : 0.858981 -> 87 150 +idx: 105 entropy_left: 1 entropy_right : 0.836641 -> 87 150 +idx: 106 entropy_left: 0.998001 entropy_right : 0.845351 -> 87 150 +idx: 107 entropy_left: 1 entropy_right : 0.820364 -> 87 150 +idx: 109 entropy_left: 0.99403 entropy_right : 0.839004 -> 87 150 +idx: 110 entropy_left: 0.998636 entropy_right : 0.811278 -> 87 150 +idx: 113 entropy_left: 0.982859 entropy_right : 0.841852 -> 87 150 +idx: 114 entropy_left: 0.991076 entropy_right : 0.811278 -> 87 150 +idx: 117 entropy_left: 0.970951 entropy_right : 0.845351 -> 87 150 +idx: 118 entropy_left: 0.981152 entropy_right : 0.811278 -> 87 150 +idx: 120 entropy_left: 0.967295 entropy_right : 0.836641 -> 87 150 +idx: 122 entropy_left: 0.985228 entropy_right : 0.749595 -> 87 150 +idx: 127 entropy_left: 0.954434 entropy_right : 0.828056 -> 87 150 +idx: 130 entropy_left: 0.980798 entropy_right : 0.60984 -> 87 150 +idx: 132 entropy_left: 0.970951 entropy_right : 0.650022 -> 87 150 +idx: 133 entropy_left: 0.978071 entropy_right : 0.522559 -> 87 150 +idx: 134 entropy_left: 0.973385 entropy_right : 0.543564 -> 87 150 +idx: 135 entropy_left: 0.979869 entropy_right : 0.353359 -> 87 150 +idx: 137 entropy_left: 0.970951 entropy_right : 0.391244 -> 87 150 +idx: 138 entropy_left: 0.977418 entropy_right : 0 -> 87 150 +cut: 6 index: 88 +start: 87 cut: 88 end: 150 +k=2 k1=1 k2=2 ent=0.918296 ent1=0 ent2=0.923579 +ig=0.00937718 delta=2.81792 N 63 term 0.13924 +idx: 89 entropy_left: 0 entropy_right : 0.912734 -> 88 150 +idx: 91 entropy_left: 0.918296 entropy_right : 0.923842 -> 88 150 +idx: 95 entropy_left: 0.863121 entropy_right : 0.869893 -> 88 150 +idx: 97 entropy_left: 0.991076 entropy_right : 0.883585 -> 88 150 +idx: 99 entropy_left: 0.94566 entropy_right : 0.847862 -> 88 150 +idx: 101 entropy_left: 0.995727 entropy_right : 0.863121 -> 88 150 +idx: 102 entropy_left: 0.985228 entropy_right : 0.842658 -> 88 150 +idx: 104 entropy_left: 1 entropy_right : 0.858981 -> 88 150 +idx: 105 entropy_left: 0.997502 entropy_right : 0.836641 -> 88 150 +idx: 106 entropy_left: 1 entropy_right : 0.845351 -> 88 150 +idx: 107 entropy_left: 0.998001 entropy_right : 0.820364 -> 88 150 +idx: 109 entropy_left: 0.998364 entropy_right : 0.839004 -> 88 150 +idx: 110 entropy_left: 1 entropy_right : 0.811278 -> 88 150 +idx: 113 entropy_left: 0.989587 entropy_right : 0.841852 -> 88 150 +idx: 114 entropy_left: 0.995727 entropy_right : 0.811278 -> 88 150 +idx: 117 entropy_left: 0.978449 entropy_right : 0.845351 -> 88 150 +idx: 118 entropy_left: 0.987138 entropy_right : 0.811278 -> 88 150 +idx: 120 entropy_left: 0.974489 entropy_right : 0.836641 -> 88 150 +idx: 122 entropy_left: 0.989993 entropy_right : 0.749595 -> 88 150 +idx: 127 entropy_left: 0.961237 entropy_right : 0.828056 -> 88 150 +idx: 130 entropy_left: 0.985228 entropy_right : 0.60984 -> 88 150 +idx: 132 entropy_left: 0.976021 entropy_right : 0.650022 -> 88 150 +idx: 133 entropy_left: 0.982474 entropy_right : 0.522559 -> 88 150 +idx: 134 entropy_left: 0.978071 entropy_right : 0.543564 -> 88 150 +idx: 135 entropy_left: 0.983939 entropy_right : 0.353359 -> 88 150 +idx: 137 entropy_left: 0.975526 entropy_right : 0.391244 -> 88 150 +idx: 138 entropy_left: 0.981454 entropy_right : 0 -> 88 150 +cut: 6.05 index: 89 +start: 88 cut: 89 end: 150 +k=2 k1=1 k2=2 ent=0.923579 ent1=0 ent2=0.912734 +ig=0.025566 delta=2.78567 N 62 term 0.140587 +idx: 91 entropy_left: 0 entropy_right : 0.923842 -> 89 150 +idx: 95 entropy_left: 0.918296 entropy_right : 0.869893 -> 89 150 +idx: 97 entropy_left: 1 entropy_right : 0.883585 -> 89 150 +idx: 99 entropy_left: 0.970951 entropy_right : 0.847862 -> 89 150 +idx: 101 entropy_left: 1 entropy_right : 0.863121 -> 89 150 +idx: 102 entropy_left: 0.995727 entropy_right : 0.842658 -> 89 150 +idx: 104 entropy_left: 0.996792 entropy_right : 0.858981 -> 89 150 +idx: 105 entropy_left: 1 entropy_right : 0.836641 -> 89 150 +idx: 106 entropy_left: 0.997502 entropy_right : 0.845351 -> 89 150 +idx: 107 entropy_left: 1 entropy_right : 0.820364 -> 89 150 +idx: 109 entropy_left: 0.992774 entropy_right : 0.839004 -> 89 150 +idx: 110 entropy_left: 0.998364 entropy_right : 0.811278 -> 89 150 +idx: 113 entropy_left: 0.979869 entropy_right : 0.841852 -> 89 150 +idx: 114 entropy_left: 0.989587 entropy_right : 0.811278 -> 89 150 +idx: 117 entropy_left: 0.966619 entropy_right : 0.845351 -> 89 150 +idx: 118 entropy_left: 0.978449 entropy_right : 0.811278 -> 89 150 +idx: 120 entropy_left: 0.9629 entropy_right : 0.836641 -> 89 150 +idx: 122 entropy_left: 0.983376 entropy_right : 0.749595 -> 89 150 +idx: 127 entropy_left: 0.949452 entropy_right : 0.828056 -> 89 150 +idx: 130 entropy_left: 0.97887 entropy_right : 0.60984 -> 89 150 +idx: 132 entropy_left: 0.968165 entropy_right : 0.650022 -> 89 150 +idx: 133 entropy_left: 0.976021 entropy_right : 0.522559 -> 89 150 +idx: 134 entropy_left: 0.970951 entropy_right : 0.543564 -> 89 150 +idx: 135 entropy_left: 0.978071 entropy_right : 0.353359 -> 89 150 +idx: 137 entropy_left: 0.968461 entropy_right : 0.391244 -> 89 150 +idx: 138 entropy_left: 0.975526 entropy_right : 0 -> 89 150 +cut: 6.1 index: 91 +start: 89 cut: 91 end: 150 +k=2 k1=1 k2=2 ent=0.912734 ent1=0 ent2=0.923842 +ig=0.0191818 delta=2.82957 N 61 term 0.143221 +idx: 95 entropy_left: 0 entropy_right : 0.869893 -> 91 150 +idx: 97 entropy_left: 0.918296 entropy_right : 0.883585 -> 91 150 +idx: 99 entropy_left: 0.811278 entropy_right : 0.847862 -> 91 150 +idx: 101 entropy_left: 0.970951 entropy_right : 0.863121 -> 91 150 +idx: 102 entropy_left: 0.94566 entropy_right : 0.842658 -> 91 150 +idx: 104 entropy_left: 0.995727 entropy_right : 0.858981 -> 91 150 +idx: 105 entropy_left: 0.985228 entropy_right : 0.836641 -> 91 150 +idx: 106 entropy_left: 0.996792 entropy_right : 0.845351 -> 91 150 +idx: 107 entropy_left: 0.988699 entropy_right : 0.820364 -> 91 150 +idx: 109 entropy_left: 1 entropy_right : 0.839004 -> 91 150 +idx: 110 entropy_left: 0.998001 entropy_right : 0.811278 -> 91 150 +idx: 113 entropy_left: 0.99403 entropy_right : 0.841852 -> 91 150 +idx: 114 entropy_left: 0.998636 entropy_right : 0.811278 -> 91 150 +idx: 117 entropy_left: 0.982859 entropy_right : 0.845351 -> 91 150 +idx: 118 entropy_left: 0.991076 entropy_right : 0.811278 -> 91 150 +idx: 120 entropy_left: 0.978449 entropy_right : 0.836641 -> 91 150 +idx: 122 entropy_left: 0.993234 entropy_right : 0.749595 -> 91 150 +idx: 127 entropy_left: 0.964079 entropy_right : 0.828056 -> 91 150 +idx: 130 entropy_left: 0.988111 entropy_right : 0.60984 -> 91 150 +idx: 132 entropy_left: 0.97887 entropy_right : 0.650022 -> 91 150 +idx: 133 entropy_left: 0.985228 entropy_right : 0.522559 -> 91 150 +idx: 134 entropy_left: 0.980798 entropy_right : 0.543564 -> 91 150 +idx: 135 entropy_left: 0.986545 entropy_right : 0.353359 -> 91 150 +idx: 137 entropy_left: 0.978071 entropy_right : 0.391244 -> 91 150 +idx: 138 entropy_left: 0.983939 entropy_right : 0 -> 91 150 +cut: 6.15 index: 95 +start: 91 cut: 95 end: 150 +k=2 k1=1 k2=2 ent=0.923842 ent1=0 ent2=0.869893 +ig=0.112925 delta=2.69946 N 59 term 0.145041 +idx: 97 entropy_left: 0 entropy_right : 0.883585 -> 95 150 +idx: 99 entropy_left: 1 entropy_right : 0.847862 -> 95 150 +idx: 101 entropy_left: 0.918296 entropy_right : 0.863121 -> 95 150 +idx: 102 entropy_left: 0.985228 entropy_right : 0.842658 -> 95 150 +idx: 104 entropy_left: 0.918296 entropy_right : 0.858981 -> 95 150 +idx: 105 entropy_left: 0.970951 entropy_right : 0.836641 -> 95 150 +idx: 106 entropy_left: 0.94566 entropy_right : 0.845351 -> 95 150 +idx: 107 entropy_left: 0.979869 entropy_right : 0.820364 -> 95 150 +idx: 109 entropy_left: 0.940286 entropy_right : 0.839004 -> 95 150 +idx: 110 entropy_left: 0.970951 entropy_right : 0.811278 -> 95 150 +idx: 113 entropy_left: 0.918296 entropy_right : 0.841852 -> 95 150 +idx: 114 entropy_left: 0.949452 entropy_right : 0.811278 -> 95 150 +idx: 117 entropy_left: 0.902393 entropy_right : 0.845351 -> 95 150 +idx: 118 entropy_left: 0.932112 entropy_right : 0.811278 -> 95 150 +idx: 120 entropy_left: 0.904381 entropy_right : 0.836641 -> 95 150 +idx: 122 entropy_left: 0.950956 entropy_right : 0.749595 -> 95 150 +idx: 127 entropy_left: 0.896038 entropy_right : 0.828056 -> 95 150 +idx: 130 entropy_left: 0.951763 entropy_right : 0.60984 -> 95 150 +idx: 132 entropy_left: 0.935269 entropy_right : 0.650022 -> 95 150 +idx: 133 entropy_left: 0.949452 entropy_right : 0.522559 -> 95 150 +idx: 134 entropy_left: 0.941828 entropy_right : 0.543564 -> 95 150 +idx: 135 entropy_left: 0.954434 entropy_right : 0.353359 -> 95 150 +idx: 137 entropy_left: 0.940286 entropy_right : 0.391244 -> 95 150 +idx: 138 entropy_left: 0.952266 entropy_right : 0 -> 95 150 +cut: 6.2 index: 97 +start: 95 cut: 97 end: 150 +k=2 k1=1 k2=2 ent=0.869893 ent1=0 ent2=0.883585 +ig=0.018438 delta=2.83474 N 55 term 0.156175 +idx: 99 entropy_left: 0 entropy_right : 0.847862 -> 97 150 +idx: 101 entropy_left: 1 entropy_right : 0.863121 -> 97 150 +idx: 102 entropy_left: 0.970951 entropy_right : 0.842658 -> 97 150 +idx: 104 entropy_left: 0.985228 entropy_right : 0.858981 -> 97 150 +idx: 105 entropy_left: 1 entropy_right : 0.836641 -> 97 150 +idx: 106 entropy_left: 0.991076 entropy_right : 0.845351 -> 97 150 +idx: 107 entropy_left: 1 entropy_right : 0.820364 -> 97 150 +idx: 109 entropy_left: 0.979869 entropy_right : 0.839004 -> 97 150 +idx: 110 entropy_left: 0.995727 entropy_right : 0.811278 -> 97 150 +idx: 113 entropy_left: 0.954434 entropy_right : 0.841852 -> 97 150 +idx: 114 entropy_left: 0.977418 entropy_right : 0.811278 -> 97 150 +idx: 117 entropy_left: 0.934068 entropy_right : 0.845351 -> 97 150 +idx: 118 entropy_left: 0.958712 entropy_right : 0.811278 -> 97 150 +idx: 120 entropy_left: 0.932112 entropy_right : 0.836641 -> 97 150 +idx: 122 entropy_left: 0.970951 entropy_right : 0.749595 -> 97 150 +idx: 127 entropy_left: 0.918296 entropy_right : 0.828056 -> 97 150 +idx: 130 entropy_left: 0.967295 entropy_right : 0.60984 -> 97 150 +idx: 132 entropy_left: 0.951763 entropy_right : 0.650022 -> 97 150 +idx: 133 entropy_left: 0.964079 entropy_right : 0.522559 -> 97 150 +idx: 134 entropy_left: 0.956889 entropy_right : 0.543564 -> 97 150 +idx: 135 entropy_left: 0.967788 entropy_right : 0.353359 -> 97 150 +idx: 137 entropy_left: 0.954434 entropy_right : 0.391244 -> 97 150 +idx: 138 entropy_left: 0.964957 entropy_right : 0 -> 97 150 +cut: 6.25 index: 99 +start: 97 cut: 99 end: 150 +k=2 k1=1 k2=2 ent=0.883585 ent1=0 ent2=0.847862 +ig=0.0677181 delta=2.73591 N 53 term 0.159176 +idx: 101 entropy_left: 0 entropy_right : 0.863121 -> 99 150 +idx: 102 entropy_left: 0.918296 entropy_right : 0.842658 -> 99 150 +idx: 104 entropy_left: 0.721928 entropy_right : 0.858981 -> 99 150 +idx: 105 entropy_left: 0.918296 entropy_right : 0.836641 -> 99 150 +idx: 106 entropy_left: 0.863121 entropy_right : 0.845351 -> 99 150 +idx: 107 entropy_left: 0.954434 entropy_right : 0.820364 -> 99 150 +idx: 109 entropy_left: 0.881291 entropy_right : 0.839004 -> 99 150 +idx: 110 entropy_left: 0.94566 entropy_right : 0.811278 -> 99 150 +idx: 113 entropy_left: 0.863121 entropy_right : 0.841852 -> 99 150 +idx: 114 entropy_left: 0.918296 entropy_right : 0.811278 -> 99 150 +idx: 117 entropy_left: 0.852405 entropy_right : 0.845351 -> 99 150 +idx: 118 entropy_left: 0.899744 entropy_right : 0.811278 -> 99 150 +idx: 120 entropy_left: 0.863121 entropy_right : 0.836641 -> 99 150 +idx: 122 entropy_left: 0.932112 entropy_right : 0.749595 -> 99 150 +idx: 127 entropy_left: 0.863121 entropy_right : 0.828056 -> 99 150 +idx: 130 entropy_left: 0.938315 entropy_right : 0.60984 -> 99 150 +idx: 132 entropy_left: 0.918296 entropy_right : 0.650022 -> 99 150 +idx: 133 entropy_left: 0.936667 entropy_right : 0.522559 -> 99 150 +idx: 134 entropy_left: 0.927527 entropy_right : 0.543564 -> 99 150 +idx: 135 entropy_left: 0.943602 entropy_right : 0.353359 -> 99 150 +idx: 137 entropy_left: 0.926819 entropy_right : 0.391244 -> 99 150 +idx: 138 entropy_left: 0.941828 entropy_right : 0 -> 99 150 +cut: 6.3 index: 101 +start: 99 cut: 101 end: 150 +k=2 k1=1 k2=2 ent=0.847862 ent1=0 ent2=0.863121 +ig=0.0185891 delta=2.83787 N 51 term 0.166308 +idx: 102 entropy_left: 0 entropy_right : 0.842658 -> 101 150 +idx: 104 entropy_left: 0.918296 entropy_right : 0.858981 -> 101 150 +idx: 105 entropy_left: 1 entropy_right : 0.836641 -> 101 150 +idx: 106 entropy_left: 0.970951 entropy_right : 0.845351 -> 101 150 +idx: 107 entropy_left: 1 entropy_right : 0.820364 -> 101 150 +idx: 109 entropy_left: 0.954434 entropy_right : 0.839004 -> 101 150 +idx: 110 entropy_left: 0.991076 entropy_right : 0.811278 -> 101 150 +idx: 113 entropy_left: 0.918296 entropy_right : 0.841852 -> 101 150 +idx: 114 entropy_left: 0.961237 entropy_right : 0.811278 -> 101 150 +idx: 117 entropy_left: 0.896038 entropy_right : 0.845351 -> 101 150 +idx: 118 entropy_left: 0.936667 entropy_right : 0.811278 -> 101 150 +idx: 120 entropy_left: 0.899744 entropy_right : 0.836641 -> 101 150 +idx: 122 entropy_left: 0.958712 entropy_right : 0.749595 -> 101 150 +idx: 127 entropy_left: 0.890492 entropy_right : 0.828056 -> 101 150 +idx: 130 entropy_left: 0.957554 entropy_right : 0.60984 -> 101 150 +idx: 132 entropy_left: 0.938315 entropy_right : 0.650022 -> 101 150 +idx: 133 entropy_left: 0.954434 entropy_right : 0.522559 -> 101 150 +idx: 134 entropy_left: 0.94566 entropy_right : 0.543564 -> 101 150 +idx: 135 entropy_left: 0.959687 entropy_right : 0.353359 -> 101 150 +idx: 137 entropy_left: 0.943602 entropy_right : 0.391244 -> 101 150 +idx: 138 entropy_left: 0.956889 entropy_right : 0 -> 101 150 +cut: 6.3 index: 102 +start: 101 cut: 102 end: 150 +k=2 k1=1 k2=2 ent=0.863121 ent1=0 ent2=0.842658 +ig=0.0376598 delta=2.76643 N 49 term 0.170437 +idx: 104 entropy_left: 0 entropy_right : 0.858981 -> 102 150 +idx: 105 entropy_left: 0.918296 entropy_right : 0.836641 -> 102 150 +idx: 106 entropy_left: 0.811278 entropy_right : 0.845351 -> 102 150 +idx: 107 entropy_left: 0.970951 entropy_right : 0.820364 -> 102 150 +idx: 109 entropy_left: 0.863121 entropy_right : 0.839004 -> 102 150 +idx: 110 entropy_left: 0.954434 entropy_right : 0.811278 -> 102 150 +idx: 113 entropy_left: 0.845351 entropy_right : 0.841852 -> 102 150 +idx: 114 entropy_left: 0.918296 entropy_right : 0.811278 -> 102 150 +idx: 117 entropy_left: 0.836641 entropy_right : 0.845351 -> 102 150 +idx: 118 entropy_left: 0.896038 entropy_right : 0.811278 -> 102 150 +idx: 120 entropy_left: 0.852405 entropy_right : 0.836641 -> 102 150 +idx: 122 entropy_left: 0.934068 entropy_right : 0.749595 -> 102 150 +idx: 127 entropy_left: 0.855451 entropy_right : 0.828056 -> 102 150 +idx: 130 entropy_left: 0.940286 entropy_right : 0.60984 -> 102 150 +idx: 132 entropy_left: 0.918296 entropy_right : 0.650022 -> 102 150 +idx: 133 entropy_left: 0.938315 entropy_right : 0.522559 -> 102 150 +idx: 134 entropy_left: 0.928362 entropy_right : 0.543564 -> 102 150 +idx: 135 entropy_left: 0.94566 entropy_right : 0.353359 -> 102 150 +idx: 137 entropy_left: 0.927527 entropy_right : 0.391244 -> 102 150 +idx: 138 entropy_left: 0.943602 entropy_right : 0 -> 102 150 +cut: 6.3 index: 104 +start: 102 cut: 104 end: 150 +k=2 k1=1 k2=2 ent=0.842658 ent1=0 ent2=0.858981 +ig=0.0194677 delta=2.84 N 48 term 0.174887 +idx: 105 entropy_left: 0 entropy_right : 0.836641 -> 104 150 +idx: 106 entropy_left: 1 entropy_right : 0.845351 -> 104 150 +idx: 107 entropy_left: 0.918296 entropy_right : 0.820364 -> 104 150 +idx: 109 entropy_left: 0.970951 entropy_right : 0.839004 -> 104 150 +idx: 110 entropy_left: 1 entropy_right : 0.811278 -> 104 150 +idx: 113 entropy_left: 0.918296 entropy_right : 0.841852 -> 104 150 +idx: 114 entropy_left: 0.970951 entropy_right : 0.811278 -> 104 150 +idx: 117 entropy_left: 0.890492 entropy_right : 0.845351 -> 104 150 +idx: 118 entropy_left: 0.940286 entropy_right : 0.811278 -> 104 150 +idx: 120 entropy_left: 0.896038 entropy_right : 0.836641 -> 104 150 +idx: 122 entropy_left: 0.964079 entropy_right : 0.749595 -> 104 150 +idx: 127 entropy_left: 0.886541 entropy_right : 0.828056 -> 104 150 +idx: 130 entropy_left: 0.961237 entropy_right : 0.60984 -> 104 150 +idx: 132 entropy_left: 0.940286 entropy_right : 0.650022 -> 104 150 +idx: 133 entropy_left: 0.957554 entropy_right : 0.522559 -> 104 150 +idx: 134 entropy_left: 0.948078 entropy_right : 0.543564 -> 104 150 +idx: 135 entropy_left: 0.9629 entropy_right : 0.353359 -> 104 150 +idx: 137 entropy_left: 0.94566 entropy_right : 0.391244 -> 104 150 +idx: 138 entropy_left: 0.959687 entropy_right : 0 -> 104 150 +cut: 6.3 index: 105 +start: 104 cut: 105 end: 150 +k=2 k1=1 k2=2 ent=0.858981 ent1=0 ent2=0.836641 +ig=0.0405282 delta=2.76267 N 46 term 0.179446 +idx: 106 entropy_left: 0 entropy_right : 0.845351 -> 105 150 +idx: 107 entropy_left: 1 entropy_right : 0.820364 -> 105 150 +idx: 109 entropy_left: 0.811278 entropy_right : 0.839004 -> 105 150 +idx: 110 entropy_left: 0.970951 entropy_right : 0.811278 -> 105 150 +idx: 113 entropy_left: 0.811278 entropy_right : 0.841852 -> 105 150 +idx: 114 entropy_left: 0.918296 entropy_right : 0.811278 -> 105 150 +idx: 117 entropy_left: 0.811278 entropy_right : 0.845351 -> 105 150 +idx: 118 entropy_left: 0.890492 entropy_right : 0.811278 -> 105 150 +idx: 120 entropy_left: 0.836641 entropy_right : 0.836641 -> 105 150 +idx: 122 entropy_left: 0.936667 entropy_right : 0.749595 -> 105 150 +idx: 127 entropy_left: 0.845351 entropy_right : 0.828056 -> 105 150 +idx: 130 entropy_left: 0.942683 entropy_right : 0.60984 -> 105 150 +idx: 132 entropy_left: 0.918296 entropy_right : 0.650022 -> 105 150 +idx: 133 entropy_left: 0.940286 entropy_right : 0.522559 -> 105 150 +idx: 134 entropy_left: 0.929364 entropy_right : 0.543564 -> 105 150 +idx: 135 entropy_left: 0.948078 entropy_right : 0.353359 -> 105 150 +idx: 137 entropy_left: 0.928362 entropy_right : 0.391244 -> 105 150 +idx: 138 entropy_left: 0.94566 entropy_right : 0 -> 105 150 +cut: 6.3 index: 106 +start: 105 cut: 106 end: 150 +k=2 k1=1 k2=2 ent=0.836641 ent1=0 ent2=0.845351 +ig=0.0100753 delta=2.82478 N 45 term 0.184093 +idx: 107 entropy_left: 0 entropy_right : 0.820364 -> 106 150 +idx: 109 entropy_left: 0.918296 entropy_right : 0.839004 -> 106 150 +idx: 110 entropy_left: 1 entropy_right : 0.811278 -> 106 150 +idx: 113 entropy_left: 0.863121 entropy_right : 0.841852 -> 106 150 +idx: 114 entropy_left: 0.954434 entropy_right : 0.811278 -> 106 150 +idx: 117 entropy_left: 0.845351 entropy_right : 0.845351 -> 106 150 +idx: 118 entropy_left: 0.918296 entropy_right : 0.811278 -> 106 150 +idx: 120 entropy_left: 0.863121 entropy_right : 0.836641 -> 106 150 +idx: 122 entropy_left: 0.954434 entropy_right : 0.749595 -> 106 150 +idx: 127 entropy_left: 0.863121 entropy_right : 0.828056 -> 106 150 +idx: 130 entropy_left: 0.954434 entropy_right : 0.60984 -> 106 150 +idx: 132 entropy_left: 0.930586 entropy_right : 0.650022 -> 106 150 +idx: 133 entropy_left: 0.950956 entropy_right : 0.522559 -> 106 150 +idx: 134 entropy_left: 0.940286 entropy_right : 0.543564 -> 106 150 +idx: 135 entropy_left: 0.957554 entropy_right : 0.353359 -> 106 150 +idx: 137 entropy_left: 0.938315 entropy_right : 0.391244 -> 106 150 +idx: 138 entropy_left: 0.954434 entropy_right : 0 -> 106 150 +cut: 6.3 index: 107 +start: 106 cut: 107 end: 150 +k=2 k1=1 k2=2 ent=0.845351 ent1=0 ent2=0.820364 +ig=0.043632 delta=2.75738 N 44 term 0.185992 +idx: 109 entropy_left: 0 entropy_right : 0.839004 -> 107 150 +idx: 110 entropy_left: 0.918296 entropy_right : 0.811278 -> 107 150 +idx: 113 entropy_left: 0.650022 entropy_right : 0.841852 -> 107 150 +idx: 114 entropy_left: 0.863121 entropy_right : 0.811278 -> 107 150 +idx: 117 entropy_left: 0.721928 entropy_right : 0.845351 -> 107 150 +idx: 118 entropy_left: 0.845351 entropy_right : 0.811278 -> 107 150 +idx: 120 entropy_left: 0.77935 entropy_right : 0.836641 -> 107 150 +idx: 122 entropy_left: 0.918296 entropy_right : 0.749595 -> 107 150 +idx: 127 entropy_left: 0.811278 entropy_right : 0.828056 -> 107 150 +idx: 130 entropy_left: 0.932112 entropy_right : 0.60984 -> 107 150 +idx: 132 entropy_left: 0.904381 entropy_right : 0.650022 -> 107 150 +idx: 133 entropy_left: 0.930586 entropy_right : 0.522559 -> 107 150 +idx: 134 entropy_left: 0.918296 entropy_right : 0.543564 -> 107 150 +idx: 135 entropy_left: 0.940286 entropy_right : 0.353359 -> 107 150 +idx: 137 entropy_left: 0.918296 entropy_right : 0.391244 -> 107 150 +idx: 138 entropy_left: 0.938315 entropy_right : 0 -> 107 150 +cut: 6.4 index: 109 +start: 107 cut: 109 end: 150 +k=2 k1=1 k2=2 ent=0.820364 ent1=0 ent2=0.839004 +ig=0.0203831 delta=2.84464 N 43 term 0.191557 +idx: 110 entropy_left: 0 entropy_right : 0.811278 -> 109 150 +idx: 113 entropy_left: 0.811278 entropy_right : 0.841852 -> 109 150 +idx: 114 entropy_left: 0.970951 entropy_right : 0.811278 -> 109 150 +idx: 117 entropy_left: 0.811278 entropy_right : 0.845351 -> 109 150 +idx: 118 entropy_left: 0.918296 entropy_right : 0.811278 -> 109 150 +idx: 120 entropy_left: 0.845351 entropy_right : 0.836641 -> 109 150 +idx: 122 entropy_left: 0.961237 entropy_right : 0.749595 -> 109 150 +idx: 127 entropy_left: 0.852405 entropy_right : 0.828056 -> 109 150 +idx: 130 entropy_left: 0.958712 entropy_right : 0.60984 -> 109 150 +idx: 132 entropy_left: 0.932112 entropy_right : 0.650022 -> 109 150 +idx: 133 entropy_left: 0.954434 entropy_right : 0.522559 -> 109 150 +idx: 134 entropy_left: 0.942683 entropy_right : 0.543564 -> 109 150 +idx: 135 entropy_left: 0.961237 entropy_right : 0.353359 -> 109 150 +idx: 137 entropy_left: 0.940286 entropy_right : 0.391244 -> 109 150 +idx: 138 entropy_left: 0.957554 entropy_right : 0 -> 109 150 +cut: 6.4 index: 110 +start: 109 cut: 110 end: 150 +k=2 k1=1 k2=2 ent=0.839004 ent1=0 ent2=0.811278 +ig=0.0475132 delta=2.7519 N 41 term 0.196923 +idx: 113 entropy_left: 0 entropy_right : 0.841852 -> 110 150 +idx: 114 entropy_left: 0.811278 entropy_right : 0.811278 -> 110 150 +idx: 117 entropy_left: 0.591673 entropy_right : 0.845351 -> 110 150 +idx: 118 entropy_left: 0.811278 entropy_right : 0.811278 -> 110 150 +idx: 120 entropy_left: 0.721928 entropy_right : 0.836641 -> 110 150 +idx: 122 entropy_left: 0.918296 entropy_right : 0.749595 -> 110 150 +idx: 127 entropy_left: 0.787127 entropy_right : 0.828056 -> 110 150 +idx: 130 entropy_left: 0.934068 entropy_right : 0.60984 -> 110 150 +idx: 132 entropy_left: 0.902393 entropy_right : 0.650022 -> 110 150 +idx: 133 entropy_left: 0.932112 entropy_right : 0.522559 -> 110 150 +idx: 134 entropy_left: 0.918296 entropy_right : 0.543564 -> 110 150 +idx: 135 entropy_left: 0.942683 entropy_right : 0.353359 -> 110 150 +idx: 137 entropy_left: 0.918296 entropy_right : 0.391244 -> 110 150 +idx: 138 entropy_left: 0.940286 entropy_right : 0 -> 110 150 +cut: 6.4 index: 113 +start: 110 cut: 113 end: 150 +k=2 k1=1 k2=2 ent=0.811278 ent1=0 ent2=0.841852 +ig=0.0325648 delta=2.8685 N 40 term 0.203848 +idx: 114 entropy_left: 0 entropy_right : 0.811278 -> 113 150 +idx: 117 entropy_left: 0.811278 entropy_right : 0.845351 -> 113 150 +idx: 118 entropy_left: 0.970951 entropy_right : 0.811278 -> 113 150 +idx: 120 entropy_left: 0.863121 entropy_right : 0.836641 -> 113 150 +idx: 122 entropy_left: 0.991076 entropy_right : 0.749595 -> 113 150 +idx: 127 entropy_left: 0.863121 entropy_right : 0.828056 -> 113 150 +idx: 130 entropy_left: 0.977418 entropy_right : 0.60984 -> 113 150 +idx: 132 entropy_left: 0.949452 entropy_right : 0.650022 -> 113 150 +idx: 133 entropy_left: 0.970951 entropy_right : 0.522559 -> 113 150 +idx: 134 entropy_left: 0.958712 entropy_right : 0.543564 -> 113 150 +idx: 135 entropy_left: 0.976021 entropy_right : 0.353359 -> 113 150 +idx: 137 entropy_left: 0.954434 entropy_right : 0.391244 -> 113 150 +idx: 138 entropy_left: 0.970951 entropy_right : 0 -> 113 150 +cut: 6.4 index: 114 +start: 113 cut: 114 end: 150 +k=2 k1=1 k2=2 ent=0.841852 ent1=0 ent2=0.811278 +ig=0.0525005 delta=2.74621 N 37 term 0.21395 +idx: 117 entropy_left: 0 entropy_right : 0.845351 -> 114 150 +idx: 118 entropy_left: 0.811278 entropy_right : 0.811278 -> 114 150 +idx: 120 entropy_left: 0.650022 entropy_right : 0.836641 -> 114 150 +idx: 122 entropy_left: 0.954434 entropy_right : 0.749595 -> 114 150 +idx: 127 entropy_left: 0.77935 entropy_right : 0.828056 -> 114 150 +idx: 130 entropy_left: 0.954434 entropy_right : 0.60984 -> 114 150 +idx: 132 entropy_left: 0.918296 entropy_right : 0.650022 -> 114 150 +idx: 133 entropy_left: 0.949452 entropy_right : 0.522559 -> 114 150 +idx: 134 entropy_left: 0.934068 entropy_right : 0.543564 -> 114 150 +idx: 135 entropy_left: 0.958712 entropy_right : 0.353359 -> 114 150 +idx: 137 entropy_left: 0.932112 entropy_right : 0.391244 -> 114 150 +idx: 138 entropy_left: 0.954434 entropy_right : 0 -> 114 150 +cut: 6.5 index: 117 +start: 114 cut: 117 end: 150 +k=2 k1=1 k2=2 ent=0.811278 ent1=0 ent2=0.845351 +ig=0.0363731 delta=2.8755 N 36 term 0.222355 +idx: 118 entropy_left: 0 entropy_right : 0.811278 -> 117 150 +idx: 120 entropy_left: 0.918296 entropy_right : 0.836641 -> 117 150 +idx: 122 entropy_left: 0.970951 entropy_right : 0.749595 -> 117 150 +idx: 127 entropy_left: 0.881291 entropy_right : 0.828056 -> 117 150 +idx: 130 entropy_left: 0.995727 entropy_right : 0.60984 -> 117 150 +idx: 132 entropy_left: 0.970951 entropy_right : 0.650022 -> 117 150 +idx: 133 entropy_left: 0.988699 entropy_right : 0.522559 -> 117 150 +idx: 134 entropy_left: 0.977418 entropy_right : 0.543564 -> 117 150 +idx: 135 entropy_left: 0.991076 entropy_right : 0.353359 -> 117 150 +idx: 137 entropy_left: 0.970951 entropy_right : 0.391244 -> 117 150 +idx: 138 entropy_left: 0.985228 entropy_right : 0 -> 117 150 +cut: 6.5 index: 118 +start: 117 cut: 118 end: 150 +k=2 k1=1 k2=2 ent=0.845351 ent1=0 ent2=0.811278 +ig=0.058657 delta=2.73921 N 33 term 0.234521 +idx: 120 entropy_left: 0 entropy_right : 0.836641 -> 118 150 +idx: 122 entropy_left: 1 entropy_right : 0.749595 -> 118 150 +idx: 127 entropy_left: 0.764205 entropy_right : 0.828056 -> 118 150 +idx: 130 entropy_left: 0.979869 entropy_right : 0.60984 -> 118 150 +idx: 132 entropy_left: 0.940286 entropy_right : 0.650022 -> 118 150 +idx: 133 entropy_left: 0.970951 entropy_right : 0.522559 -> 118 150 +idx: 134 entropy_left: 0.954434 entropy_right : 0.543564 -> 118 150 +idx: 135 entropy_left: 0.977418 entropy_right : 0.353359 -> 118 150 +idx: 137 entropy_left: 0.949452 entropy_right : 0.391244 -> 118 150 +idx: 138 entropy_left: 0.970951 entropy_right : 0 -> 118 150 +cut: 6.55 index: 120 +start: 118 cut: 120 end: 150 +k=2 k1=1 k2=2 ent=0.811278 ent1=0 ent2=0.836641 +ig=0.0269274 delta=2.85808 N 32 term 0.244134 +idx: 122 entropy_left: 0 entropy_right : 0.749595 -> 120 150 +idx: 127 entropy_left: 0.863121 entropy_right : 0.828056 -> 120 150 +idx: 130 entropy_left: 1 entropy_right : 0.60984 -> 120 150 +idx: 132 entropy_left: 0.979869 entropy_right : 0.650022 -> 120 150 +idx: 133 entropy_left: 0.995727 entropy_right : 0.522559 -> 120 150 +idx: 134 entropy_left: 0.985228 entropy_right : 0.543564 -> 120 150 +idx: 135 entropy_left: 0.996792 entropy_right : 0.353359 -> 120 150 +idx: 137 entropy_left: 0.977418 entropy_right : 0.391244 -> 120 150 +idx: 138 entropy_left: 0.991076 entropy_right : 0 -> 120 150 +cut: 6.65 index: 122 +start: 120 cut: 122 end: 150 +k=2 k1=1 k2=2 ent=0.836641 ent1=0 ent2=0.749595 +ig=0.137018 delta=2.63326 N 30 term 0.249708 +idx: 127 entropy_left: 0 entropy_right : 0.828056 -> 122 150 +idx: 130 entropy_left: 0.954434 entropy_right : 0.60984 -> 122 150 +idx: 132 entropy_left: 0.881291 entropy_right : 0.650022 -> 122 150 +idx: 133 entropy_left: 0.94566 entropy_right : 0.522559 -> 122 150 +idx: 134 entropy_left: 0.918296 entropy_right : 0.543564 -> 122 150 +idx: 135 entropy_left: 0.961237 entropy_right : 0.353359 -> 122 150 +idx: 137 entropy_left: 0.918296 entropy_right : 0.391244 -> 122 150 +idx: 138 entropy_left: 0.954434 entropy_right : 0 -> 122 150 +cut: 6.7 index: 127 +start: 122 cut: 127 end: 150 +k=2 k1=1 k2=2 ent=0.749595 ent1=0 ent2=0.828056 +ig=0.0694066 delta=2.96428 N 28 term 0.275684 +idx: 130 entropy_left: 0 entropy_right : 0.60984 -> 127 150 +idx: 132 entropy_left: 0.970951 entropy_right : 0.650022 -> 127 150 +idx: 133 entropy_left: 0.918296 entropy_right : 0.522559 -> 127 150 +idx: 134 entropy_left: 0.985228 entropy_right : 0.543564 -> 127 150 +idx: 135 entropy_left: 0.954434 entropy_right : 0.353359 -> 127 150 +idx: 137 entropy_left: 1 entropy_right : 0.391244 -> 127 150 +idx: 138 entropy_left: 0.99403 entropy_right : 0 -> 127 150 +cut: 6.75 index: 130 +start: 127 cut: 130 end: 150 +k=2 k1=1 k2=2 ent=0.828056 ent1=0 ent2=0.60984 +ig=0.29776 delta=2.37092 N 23 term 0.296972 +¡Ding! 6.75 130 +idx: 132 entropy_left: 0 entropy_right : 0.650022 -> 130 150 +idx: 133 entropy_left: 0.918296 entropy_right : 0.522559 -> 130 150 +idx: 134 entropy_left: 0.811278 entropy_right : 0.543564 -> 130 150 +idx: 135 entropy_left: 0.970951 entropy_right : 0.353359 -> 130 150 +idx: 137 entropy_left: 0.863121 entropy_right : 0.391244 -> 130 150 +idx: 138 entropy_left: 0.954434 entropy_right : 0 -> 130 150 +cut: 6.8 index: 132 +start: 130 cut: 132 end: 150 +k=2 k1=1 k2=2 ent=0.60984 ent1=0 ent2=0.650022 +ig=0.0248201 delta=2.88772 N 20 term 0.356782 +idx: 133 entropy_left: 0 entropy_right : 0.522559 -> 132 150 +idx: 134 entropy_left: 1 entropy_right : 0.543564 -> 132 150 +idx: 135 entropy_left: 0.918296 entropy_right : 0.353359 -> 132 150 +idx: 137 entropy_left: 0.970951 entropy_right : 0.391244 -> 132 150 +idx: 138 entropy_left: 1 entropy_right : 0 -> 132 150 +cut: 6.85 index: 133 +start: 132 cut: 133 end: 150 +k=2 k1=1 k2=2 ent=0.650022 ent1=0 ent2=0.522559 +ig=0.156494 delta=2.55243 N 18 term 0.368883 +idx: 134 entropy_left: 0 entropy_right : 0.543564 -> 133 150 +idx: 135 entropy_left: 1 entropy_right : 0.353359 -> 133 150 +idx: 137 entropy_left: 0.811278 entropy_right : 0.391244 -> 133 150 +idx: 138 entropy_left: 0.970951 entropy_right : 0 -> 133 150 +cut: 6.9 index: 134 +start: 133 cut: 134 end: 150 +k=2 k1=1 k2=2 ent=0.522559 ent1=0 ent2=0.543564 +ig=0.0109693 delta=2.84936 N 17 term 0.402904 +idx: 135 entropy_left: 0 entropy_right : 0.353359 -> 134 150 +idx: 137 entropy_left: 0.918296 entropy_right : 0.391244 -> 134 150 +idx: 138 entropy_left: 1 entropy_right : 0 -> 134 150 +cut: 6.9 index: 135 +start: 134 cut: 135 end: 150 +k=2 k1=1 k2=2 ent=0.543564 ent1=0 ent2=0.353359 +ig=0.21229 delta=2.42694 N 16 term 0.395865 +idx: 137 entropy_left: 0 entropy_right : 0.391244 -> 135 150 +idx: 138 entropy_left: 0.918296 entropy_right : 0 -> 135 150 +cut: 6.95 index: 137 +start: 135 cut: 137 end: 150 +k=2 k1=1 k2=2 ent=0.353359 ent1=0 ent2=0.391244 +ig=0.0142816 delta=2.88312 N 15 term 0.446032 +idx: 138 entropy_left: 0 entropy_right : 0 -> 137 150 +cut: 7.05 index: 138 +start: 137 cut: 138 end: 150 +k=2 k1=1 k2=1 ent=0.391244 ent1=0 ent2=0 +ig=0.391244 delta=2.02487 N 13 term 0.431525 +idx: 3 entropy_left: 0 entropy_right : 1.58436 -> 0 150 +idx: 4 entropy_left: 0.811278 entropy_right : 1.58449 -> 0 150 +idx: 5 entropy_left: 0.721928 entropy_right : 1.58406 -> 0 150 +idx: 6 entropy_left: 1.25163 entropy_right : 1.58433 -> 0 150 +idx: 11 entropy_left: 0.865857 entropy_right : 1.58008 -> 0 150 +idx: 15 entropy_left: 1.23096 entropy_right : 1.58116 -> 0 150 +idx: 20 entropy_left: 1.0763 entropy_right : 1.57336 -> 0 150 +idx: 22 entropy_left: 1.14332 entropy_right : 1.57369 -> 0 150 +idx: 24 entropy_left: 1.09948 entropy_right : 1.56915 -> 0 150 +idx: 26 entropy_left: 1.14162 entropy_right : 1.56908 -> 0 150 +idx: 27 entropy_left: 1.12466 entropy_right : 1.56654 -> 0 150 +idx: 28 entropy_left: 1.13928 entropy_right : 1.56629 -> 0 150 +idx: 30 entropy_left: 1.10923 entropy_right : 1.56041 -> 0 150 +idx: 31 entropy_left: 1.12309 entropy_right : 1.5601 -> 0 150 +idx: 33 entropy_left: 1.09614 entropy_right : 1.55299 -> 0 150 +idx: 36 entropy_left: 1.1271 entropy_right : 1.55114 -> 0 150 +idx: 38 entropy_left: 1.10727 entropy_right : 1.54289 -> 0 150 +idx: 39 entropy_left: 1.11501 entropy_right : 1.54191 -> 0 150 +idx: 40 entropy_left: 1.10587 entropy_right : 1.5372 -> 0 150 +idx: 41 entropy_left: 1.1127 entropy_right : 1.53602 -> 0 150 +idx: 42 entropy_left: 1.10431 entropy_right : 1.5309 -> 0 150 +idx: 44 entropy_left: 1.115 entropy_right : 1.52776 -> 0 150 +idx: 46 entropy_left: 1.10094 entropy_right : 1.51618 -> 0 150 +idx: 47 entropy_left: 1.10581 entropy_right : 1.51424 -> 0 150 +idx: 48 entropy_left: 1.1872 entropy_right : 1.5185 -> 0 150 +idx: 54 entropy_left: 1.14052 entropy_right : 1.46887 -> 0 150 +idx: 56 entropy_left: 1.15193 entropy_right : 1.46473 -> 0 150 +idx: 57 entropy_left: 1.14495 entropy_right : 1.45357 -> 0 150 +idx: 60 entropy_left: 1.15668 entropy_right : 1.44419 -> 0 150 +idx: 62 entropy_left: 1.14522 entropy_right : 1.41861 -> 0 150 +idx: 63 entropy_left: 1.14849 entropy_right : 1.41447 -> 0 150 +idx: 64 entropy_left: 1.20362 entropy_right : 1.42086 -> 0 150 +idx: 66 entropy_left: 1.20721 entropy_right : 1.41124 -> 0 150 +idx: 67 entropy_left: 1.20211 entropy_right : 1.39657 -> 0 150 +idx: 68 entropy_left: 1.20348 entropy_right : 1.39074 -> 0 150 +idx: 69 entropy_left: 1.2483 entropy_right : 1.39791 -> 0 150 +idx: 70 entropy_left: 1.24884 entropy_right : 1.39158 -> 0 150 +idx: 72 entropy_left: 1.32074 entropy_right : 1.40644 -> 0 150 +idx: 76 entropy_left: 1.31734 entropy_right : 1.37422 -> 0 150 +idx: 77 entropy_left: 1.34645 entropy_right : 1.38267 -> 0 150 +idx: 78 entropy_left: 1.34261 entropy_right : 1.36665 -> 0 150 +idx: 79 entropy_left: 1.36851 entropy_right : 1.37533 -> 0 150 +idx: 84 entropy_left: 1.34715 entropy_right : 1.26234 -> 0 150 +idx: 85 entropy_left: 1.347 entropy_right : 1.25116 -> 0 150 +idx: 87 entropy_left: 1.33826 entropy_right : 1.18225 -> 0 150 +idx: 90 entropy_left: 1.40118 entropy_right : 1.21122 -> 0 150 +idx: 93 entropy_left: 1.40005 entropy_right : 1.16892 -> 0 150 +idx: 98 entropy_left: 1.47304 entropy_right : 1.22565 -> 0 150 +idx: 100 entropy_left: 1.47122 entropy_right : 1.19111 -> 0 150 +idx: 101 entropy_left: 1.46797 entropy_right : 1.14476 -> 0 150 +idx: 102 entropy_left: 1.47927 entropy_right : 1.15749 -> 0 150 +idx: 105 entropy_left: 1.47569 entropy_right : 1.08152 -> 0 150 +idx: 107 entropy_left: 1.47004 entropy_right : 0.950334 -> 0 150 +idx: 108 entropy_left: 1.48068 entropy_right : 0.963746 -> 0 150 +idx: 109 entropy_left: 1.4795 entropy_right : 0.927028 -> 0 150 +idx: 110 entropy_left: 1.47673 entropy_right : 0.830641 -> 0 150 +idx: 111 entropy_left: 1.47555 entropy_right : 0.785152 -> 0 150 +idx: 112 entropy_left: 1.48551 entropy_right : 0.798194 -> 0 150 +idx: 114 entropy_left: 1.48276 entropy_right : 0.681589 -> 0 150 +idx: 123 entropy_left: 1.54568 entropy_right : 0.82498 -> 0 150 +idx: 124 entropy_left: 1.54385 entropy_right : 0.619382 -> 0 150 +idx: 125 entropy_left: 1.54287 entropy_right : 0.529361 -> 0 150 +idx: 131 entropy_left: 1.566 entropy_right : 0.629249 -> 0 150 +idx: 132 entropy_left: 1.56527 entropy_right : 0.503258 -> 0 150 +idx: 138 entropy_left: 1.57847 entropy_right : 0.650022 -> 0 150 +idx: 139 entropy_left: 1.578 entropy_right : 0.439497 -> 0 150 +idx: 141 entropy_left: 1.58075 entropy_right : 0.503258 -> 0 150 +idx: 142 entropy_left: 1.58029 entropy_right : 0 -> 0 150 +cut: 3.8 index: 142 +start: 0 cut: 142 end: 150 +k=3 k1=3 k2=1 ent=1.58496 ent1=1.58029 ent2=0 +ig=0.088955 delta=4.62984 N 150 term 0.0789934 +¡Ding! 3.8 142 +idx: 3 entropy_left: 0 entropy_right : 1.58127 -> 0 142 +idx: 4 entropy_left: 0.811278 entropy_right : 1.58198 -> 0 142 +idx: 5 entropy_left: 0.721928 entropy_right : 1.58211 -> 0 142 +idx: 6 entropy_left: 1.25163 entropy_right : 1.58111 -> 0 142 +idx: 11 entropy_left: 0.865857 entropy_right : 1.57968 -> 0 142 +idx: 15 entropy_left: 1.23096 entropy_right : 1.58355 -> 0 142 +idx: 20 entropy_left: 1.0763 entropy_right : 1.57901 -> 0 142 +idx: 22 entropy_left: 1.14332 entropy_right : 1.581 -> 0 142 +idx: 24 entropy_left: 1.09948 entropy_right : 1.57787 -> 0 142 +idx: 26 entropy_left: 1.14162 entropy_right : 1.57959 -> 0 142 +idx: 27 entropy_left: 1.12466 entropy_right : 1.5778 -> 0 142 +idx: 28 entropy_left: 1.13928 entropy_right : 1.57849 -> 0 142 +idx: 30 entropy_left: 1.10923 entropy_right : 1.57417 -> 0 142 +idx: 31 entropy_left: 1.12309 entropy_right : 1.57486 -> 0 142 +idx: 33 entropy_left: 1.09614 entropy_right : 1.56936 -> 0 142 +idx: 36 entropy_left: 1.1271 entropy_right : 1.57077 -> 0 142 +idx: 38 entropy_left: 1.10727 entropy_right : 1.5643 -> 0 142 +idx: 39 entropy_left: 1.11501 entropy_right : 1.5645 -> 0 142 +idx: 40 entropy_left: 1.10587 entropy_right : 1.5607 -> 0 142 +idx: 41 entropy_left: 1.1127 entropy_right : 1.56074 -> 0 142 +idx: 42 entropy_left: 1.10431 entropy_right : 1.55656 -> 0 142 +idx: 44 entropy_left: 1.115 entropy_right : 1.55597 -> 0 142 +idx: 46 entropy_left: 1.10094 entropy_right : 1.5464 -> 0 142 +idx: 47 entropy_left: 1.10581 entropy_right : 1.54584 -> 0 142 +idx: 48 entropy_left: 1.1872 entropy_right : 1.54928 -> 0 142 +idx: 54 entropy_left: 1.14052 entropy_right : 1.50552 -> 0 142 +idx: 56 entropy_left: 1.15193 entropy_right : 1.50481 -> 0 142 +idx: 57 entropy_left: 1.14495 entropy_right : 1.49458 -> 0 142 +idx: 60 entropy_left: 1.15668 entropy_right : 1.49062 -> 0 142 +idx: 62 entropy_left: 1.14522 entropy_right : 1.46703 -> 0 142 +idx: 63 entropy_left: 1.14849 entropy_right : 1.46484 -> 0 142 +idx: 64 entropy_left: 1.20362 entropy_right : 1.47091 -> 0 142 +idx: 66 entropy_left: 1.20721 entropy_right : 1.46535 -> 0 142 +idx: 67 entropy_left: 1.20211 entropy_right : 1.45177 -> 0 142 +idx: 68 entropy_left: 1.20348 entropy_right : 1.44805 -> 0 142 +idx: 69 entropy_left: 1.2483 entropy_right : 1.45511 -> 0 142 +idx: 70 entropy_left: 1.24884 entropy_right : 1.45096 -> 0 142 +idx: 72 entropy_left: 1.32074 entropy_right : 1.46554 -> 0 142 +idx: 76 entropy_left: 1.31734 entropy_right : 1.44273 -> 0 142 +idx: 77 entropy_left: 1.34645 entropy_right : 1.45133 -> 0 142 +idx: 78 entropy_left: 1.34261 entropy_right : 1.43701 -> 0 142 +idx: 79 entropy_left: 1.36851 entropy_right : 1.44585 -> 0 142 +idx: 84 entropy_left: 1.34715 entropy_right : 1.33881 -> 0 142 +idx: 85 entropy_left: 1.347 entropy_right : 1.33069 -> 0 142 +idx: 87 entropy_left: 1.33826 entropy_right : 1.26166 -> 0 142 +idx: 90 entropy_left: 1.40118 entropy_right : 1.29295 -> 0 142 +idx: 93 entropy_left: 1.40005 entropy_right : 1.26174 -> 0 142 +idx: 98 entropy_left: 1.47304 entropy_right : 1.32473 -> 0 142 +idx: 100 entropy_left: 1.47122 entropy_right : 1.30006 -> 0 142 +idx: 101 entropy_left: 1.46797 entropy_right : 1.25352 -> 0 142 +idx: 102 entropy_left: 1.47927 entropy_right : 1.26817 -> 0 142 +idx: 105 entropy_left: 1.47569 entropy_right : 1.20685 -> 0 142 +idx: 107 entropy_left: 1.47004 entropy_right : 1.06939 -> 0 142 +idx: 108 entropy_left: 1.48068 entropy_right : 1.08631 -> 0 142 +idx: 109 entropy_left: 1.4795 entropy_right : 1.05377 -> 0 142 +idx: 110 entropy_left: 1.47673 entropy_right : 0.947169 -> 0 142 +idx: 111 entropy_left: 1.47555 entropy_right : 0.904233 -> 0 142 +idx: 112 entropy_left: 1.48551 entropy_right : 0.921834 -> 0 142 +idx: 114 entropy_left: 1.48276 entropy_right : 0.805858 -> 0 142 +idx: 123 entropy_left: 1.54568 entropy_right : 1.02146 -> 0 142 +idx: 124 entropy_left: 1.54385 entropy_right : 0.764205 -> 0 142 +idx: 125 entropy_left: 1.54287 entropy_right : 0.672295 -> 0 142 +idx: 131 entropy_left: 1.566 entropy_right : 0.845351 -> 0 142 +idx: 132 entropy_left: 1.56527 entropy_right : 0.721928 -> 0 142 +idx: 138 entropy_left: 1.57847 entropy_right : 1 -> 0 142 +idx: 139 entropy_left: 1.578 entropy_right : 0.918296 -> 0 142 +idx: 141 entropy_left: 1.58075 entropy_right : 0 -> 0 142 +cut: 3.8 index: 141 +start: 0 cut: 141 end: 142 +k=3 k1=3 k2=1 ent=1.58029 ent1=1.58075 ent2=0 +ig=0.0106711 delta=4.64524 N 142 term 0.0829915 +idx: 3 entropy_left: 0 entropy_right : 1.58198 -> 0 141 +idx: 4 entropy_left: 0.811278 entropy_right : 1.58255 -> 0 141 +idx: 5 entropy_left: 0.721928 entropy_right : 1.58276 -> 0 141 +idx: 6 entropy_left: 1.25163 entropy_right : 1.58184 -> 0 141 +idx: 11 entropy_left: 0.865857 entropy_right : 1.58085 -> 0 141 +idx: 15 entropy_left: 1.23096 entropy_right : 1.58415 -> 0 141 +idx: 20 entropy_left: 1.0763 entropy_right : 1.58009 -> 0 141 +idx: 22 entropy_left: 1.14332 entropy_right : 1.58176 -> 0 141 +idx: 24 entropy_left: 1.09948 entropy_right : 1.57882 -> 0 141 +idx: 26 entropy_left: 1.14162 entropy_right : 1.58018 -> 0 141 +idx: 27 entropy_left: 1.12466 entropy_right : 1.57849 -> 0 141 +idx: 28 entropy_left: 1.13928 entropy_right : 1.57898 -> 0 141 +idx: 30 entropy_left: 1.10923 entropy_right : 1.57486 -> 0 141 +idx: 31 entropy_left: 1.12309 entropy_right : 1.57535 -> 0 141 +idx: 33 entropy_left: 1.09614 entropy_right : 1.57005 -> 0 141 +idx: 36 entropy_left: 1.1271 entropy_right : 1.57076 -> 0 141 +idx: 38 entropy_left: 1.10727 entropy_right : 1.5645 -> 0 141 +idx: 39 entropy_left: 1.11501 entropy_right : 1.56443 -> 0 141 +idx: 40 entropy_left: 1.10587 entropy_right : 1.56074 -> 0 141 +idx: 41 entropy_left: 1.1127 entropy_right : 1.5605 -> 0 141 +idx: 42 entropy_left: 1.10431 entropy_right : 1.55642 -> 0 141 +idx: 44 entropy_left: 1.115 entropy_right : 1.55521 -> 0 141 +idx: 46 entropy_left: 1.10094 entropy_right : 1.54584 -> 0 141 +idx: 47 entropy_left: 1.10581 entropy_right : 1.54493 -> 0 141 +idx: 48 entropy_left: 1.1872 entropy_right : 1.54856 -> 0 141 +idx: 54 entropy_left: 1.14052 entropy_right : 1.50535 -> 0 141 +idx: 56 entropy_left: 1.15193 entropy_right : 1.50386 -> 0 141 +idx: 57 entropy_left: 1.14495 entropy_right : 1.49371 -> 0 141 +idx: 60 entropy_left: 1.15668 entropy_right : 1.48832 -> 0 141 +idx: 62 entropy_left: 1.14522 entropy_right : 1.46484 -> 0 141 +idx: 63 entropy_left: 1.14849 entropy_right : 1.46208 -> 0 141 +idx: 64 entropy_left: 1.20362 entropy_right : 1.46844 -> 0 141 +idx: 66 entropy_left: 1.20721 entropy_right : 1.4616 -> 0 141 +idx: 67 entropy_left: 1.20211 entropy_right : 1.44805 -> 0 141 +idx: 68 entropy_left: 1.20348 entropy_right : 1.44359 -> 0 141 +idx: 69 entropy_left: 1.2483 entropy_right : 1.45096 -> 0 141 +idx: 70 entropy_left: 1.24884 entropy_right : 1.44601 -> 0 141 +idx: 72 entropy_left: 1.32074 entropy_right : 1.46126 -> 0 141 +idx: 76 entropy_left: 1.31734 entropy_right : 1.43432 -> 0 141 +idx: 77 entropy_left: 1.34645 entropy_right : 1.44327 -> 0 141 +idx: 78 entropy_left: 1.34261 entropy_right : 1.42896 -> 0 141 +idx: 79 entropy_left: 1.36851 entropy_right : 1.43818 -> 0 141 +idx: 84 entropy_left: 1.34715 entropy_right : 1.33069 -> 0 141 +idx: 85 entropy_left: 1.347 entropy_right : 1.32113 -> 0 141 +idx: 87 entropy_left: 1.33826 entropy_right : 1.25143 -> 0 141 +idx: 90 entropy_left: 1.40118 entropy_right : 1.28433 -> 0 141 +idx: 93 entropy_left: 1.40005 entropy_right : 1.24727 -> 0 141 +idx: 98 entropy_left: 1.47304 entropy_right : 1.31369 -> 0 141 +idx: 100 entropy_left: 1.47122 entropy_right : 1.2834 -> 0 141 +idx: 101 entropy_left: 1.46797 entropy_right : 1.23616 -> 0 141 +idx: 102 entropy_left: 1.47927 entropy_right : 1.25167 -> 0 141 +idx: 105 entropy_left: 1.47569 entropy_right : 1.17693 -> 0 141 +idx: 107 entropy_left: 1.47004 entropy_right : 1.03605 -> 0 141 +idx: 108 entropy_left: 1.48068 entropy_right : 1.05377 -> 0 141 +idx: 109 entropy_left: 1.4795 entropy_right : 1.0141 -> 0 141 +idx: 110 entropy_left: 1.47673 entropy_right : 0.904233 -> 0 141 +idx: 111 entropy_left: 1.47555 entropy_right : 0.851933 -> 0 141 +idx: 112 entropy_left: 1.48551 entropy_right : 0.869996 -> 0 141 +idx: 114 entropy_left: 1.48276 entropy_right : 0.725376 -> 0 141 +idx: 123 entropy_left: 1.54568 entropy_right : 0.944489 -> 0 141 +idx: 124 entropy_left: 1.54385 entropy_right : 0.672295 -> 0 141 +idx: 125 entropy_left: 1.54287 entropy_right : 0.543564 -> 0 141 +idx: 131 entropy_left: 1.566 entropy_right : 0.721928 -> 0 141 +idx: 132 entropy_left: 1.56527 entropy_right : 0.503258 -> 0 141 +idx: 138 entropy_left: 1.57847 entropy_right : 0.918296 -> 0 141 +idx: 139 entropy_left: 1.578 entropy_right : 0 -> 0 141 +cut: 3.8 index: 139 +start: 0 cut: 139 end: 141 +k=3 k1=3 k2=1 ent=1.58075 ent1=1.578 ent2=0 +ig=0.0251329 delta=4.63561 N 141 term 0.0834389 +idx: 3 entropy_left: 0 entropy_right : 1.57964 -> 0 139 +idx: 4 entropy_left: 0.811278 entropy_right : 1.58036 -> 0 139 +idx: 5 entropy_left: 0.721928 entropy_right : 1.58072 -> 0 139 +idx: 6 entropy_left: 1.25163 entropy_right : 1.5794 -> 0 139 +idx: 11 entropy_left: 0.865857 entropy_right : 1.57915 -> 0 139 +idx: 15 entropy_left: 1.23096 entropy_right : 1.58319 -> 0 139 +idx: 20 entropy_left: 1.0763 entropy_right : 1.58 -> 0 139 +idx: 22 entropy_left: 1.14332 entropy_right : 1.58211 -> 0 139 +idx: 24 entropy_left: 1.09948 entropy_right : 1.57956 -> 0 139 +idx: 26 entropy_left: 1.14162 entropy_right : 1.5814 -> 0 139 +idx: 27 entropy_left: 1.12466 entropy_right : 1.57992 -> 0 139 +idx: 28 entropy_left: 1.13928 entropy_right : 1.58066 -> 0 139 +idx: 30 entropy_left: 1.10923 entropy_right : 1.57698 -> 0 139 +idx: 31 entropy_left: 1.12309 entropy_right : 1.57774 -> 0 139 +idx: 33 entropy_left: 1.09614 entropy_right : 1.57289 -> 0 139 +idx: 36 entropy_left: 1.1271 entropy_right : 1.57449 -> 0 139 +idx: 38 entropy_left: 1.10727 entropy_right : 1.56873 -> 0 139 +idx: 39 entropy_left: 1.11501 entropy_right : 1.56899 -> 0 139 +idx: 40 entropy_left: 1.10587 entropy_right : 1.56556 -> 0 139 +idx: 41 entropy_left: 1.1127 entropy_right : 1.56566 -> 0 139 +idx: 42 entropy_left: 1.10431 entropy_right : 1.56185 -> 0 139 +idx: 44 entropy_left: 1.115 entropy_right : 1.56136 -> 0 139 +idx: 46 entropy_left: 1.10094 entropy_right : 1.55257 -> 0 139 +idx: 47 entropy_left: 1.10581 entropy_right : 1.55205 -> 0 139 +idx: 48 entropy_left: 1.1872 entropy_right : 1.55538 -> 0 139 +idx: 54 entropy_left: 1.14052 entropy_right : 1.51392 -> 0 139 +idx: 56 entropy_left: 1.15193 entropy_right : 1.51342 -> 0 139 +idx: 57 entropy_left: 1.14495 entropy_right : 1.50356 -> 0 139 +idx: 60 entropy_left: 1.15668 entropy_right : 1.49976 -> 0 139 +idx: 62 entropy_left: 1.14522 entropy_right : 1.47691 -> 0 139 +idx: 63 entropy_left: 1.14849 entropy_right : 1.47473 -> 0 139 +idx: 64 entropy_left: 1.20362 entropy_right : 1.48093 -> 0 139 +idx: 66 entropy_left: 1.20721 entropy_right : 1.4753 -> 0 139 +idx: 67 entropy_left: 1.20211 entropy_right : 1.46211 -> 0 139 +idx: 68 entropy_left: 1.20348 entropy_right : 1.45828 -> 0 139 +idx: 69 entropy_left: 1.2483 entropy_right : 1.46554 -> 0 139 +idx: 70 entropy_left: 1.24884 entropy_right : 1.46126 -> 0 139 +idx: 72 entropy_left: 1.32074 entropy_right : 1.47627 -> 0 139 +idx: 76 entropy_left: 1.31734 entropy_right : 1.45221 -> 0 139 +idx: 77 entropy_left: 1.34645 entropy_right : 1.46112 -> 0 139 +idx: 78 entropy_left: 1.34261 entropy_right : 1.44738 -> 0 139 +idx: 79 entropy_left: 1.36851 entropy_right : 1.45656 -> 0 139 +idx: 84 entropy_left: 1.34715 entropy_right : 1.35133 -> 0 139 +idx: 85 entropy_left: 1.347 entropy_right : 1.34276 -> 0 139 +idx: 87 entropy_left: 1.33826 entropy_right : 1.27327 -> 0 139 +idx: 90 entropy_left: 1.40118 entropy_right : 1.30666 -> 0 139 +idx: 93 entropy_left: 1.40005 entropy_right : 1.27333 -> 0 139 +idx: 98 entropy_left: 1.47304 entropy_right : 1.34125 -> 0 139 +idx: 100 entropy_left: 1.47122 entropy_right : 1.31443 -> 0 139 +idx: 101 entropy_left: 1.46797 entropy_right : 1.26744 -> 0 139 +idx: 102 entropy_left: 1.47927 entropy_right : 1.28347 -> 0 139 +idx: 105 entropy_left: 1.47569 entropy_right : 1.21413 -> 0 139 +idx: 107 entropy_left: 1.47004 entropy_right : 1.07208 -> 0 139 +idx: 108 entropy_left: 1.48068 entropy_right : 1.091 -> 0 139 +idx: 109 entropy_left: 1.4795 entropy_right : 1.05298 -> 0 139 +idx: 110 entropy_left: 1.47673 entropy_right : 0.940144 -> 0 139 +idx: 111 entropy_left: 1.47555 entropy_right : 0.888886 -> 0 139 +idx: 112 entropy_left: 1.48551 entropy_right : 0.908654 -> 0 139 +idx: 114 entropy_left: 1.48276 entropy_right : 0.764114 -> 0 139 +idx: 123 entropy_left: 1.54568 entropy_right : 1.0141 -> 0 139 +idx: 124 entropy_left: 1.54385 entropy_right : 0.721928 -> 0 139 +idx: 125 entropy_left: 1.54287 entropy_right : 0.591673 -> 0 139 +idx: 131 entropy_left: 1.566 entropy_right : 0.811278 -> 0 139 +idx: 132 entropy_left: 1.56527 entropy_right : 0.591673 -> 0 139 +idx: 138 entropy_left: 1.57847 entropy_right : 0 -> 0 139 +cut: 3.75 index: 138 +start: 0 cut: 138 end: 139 +k=3 k1=3 k2=1 ent=1.578 ent1=1.57847 ent2=0 +ig=0.0108911 delta=4.64525 N 139 term 0.0845595 +idx: 3 entropy_left: 0 entropy_right : 1.58036 -> 0 138 +idx: 4 entropy_left: 0.811278 entropy_right : 1.58095 -> 0 138 +idx: 5 entropy_left: 0.721928 entropy_right : 1.5814 -> 0 138 +idx: 6 entropy_left: 1.25163 entropy_right : 1.58015 -> 0 138 +idx: 11 entropy_left: 0.865857 entropy_right : 1.58037 -> 0 138 +idx: 15 entropy_left: 1.23096 entropy_right : 1.58382 -> 0 138 +idx: 20 entropy_left: 1.0763 entropy_right : 1.58114 -> 0 138 +idx: 22 entropy_left: 1.14332 entropy_right : 1.58292 -> 0 138 +idx: 24 entropy_left: 1.09948 entropy_right : 1.58057 -> 0 138 +idx: 26 entropy_left: 1.14162 entropy_right : 1.58204 -> 0 138 +idx: 27 entropy_left: 1.12466 entropy_right : 1.58066 -> 0 138 +idx: 28 entropy_left: 1.13928 entropy_right : 1.58121 -> 0 138 +idx: 30 entropy_left: 1.10923 entropy_right : 1.57774 -> 0 138 +idx: 31 entropy_left: 1.12309 entropy_right : 1.57828 -> 0 138 +idx: 33 entropy_left: 1.09614 entropy_right : 1.57366 -> 0 138 +idx: 36 entropy_left: 1.1271 entropy_right : 1.57452 -> 0 138 +idx: 38 entropy_left: 1.10727 entropy_right : 1.56899 -> 0 138 +idx: 39 entropy_left: 1.11501 entropy_right : 1.56898 -> 0 138 +idx: 40 entropy_left: 1.10587 entropy_right : 1.56566 -> 0 138 +idx: 41 entropy_left: 1.1127 entropy_right : 1.56546 -> 0 138 +idx: 42 entropy_left: 1.10431 entropy_right : 1.56176 -> 0 138 +idx: 44 entropy_left: 1.115 entropy_right : 1.56061 -> 0 138 +idx: 46 entropy_left: 1.10094 entropy_right : 1.55205 -> 0 138 +idx: 47 entropy_left: 1.10581 entropy_right : 1.55116 -> 0 138 +idx: 48 entropy_left: 1.1872 entropy_right : 1.55469 -> 0 138 +idx: 54 entropy_left: 1.14052 entropy_right : 1.51387 -> 0 138 +idx: 56 entropy_left: 1.15193 entropy_right : 1.51255 -> 0 138 +idx: 57 entropy_left: 1.14495 entropy_right : 1.50277 -> 0 138 +idx: 60 entropy_left: 1.15668 entropy_right : 1.49745 -> 0 138 +idx: 62 entropy_left: 1.14522 entropy_right : 1.47473 -> 0 138 +idx: 63 entropy_left: 1.14849 entropy_right : 1.47194 -> 0 138 +idx: 64 entropy_left: 1.20362 entropy_right : 1.47844 -> 0 138 +idx: 66 entropy_left: 1.20721 entropy_right : 1.47143 -> 0 138 +idx: 67 entropy_left: 1.20211 entropy_right : 1.45828 -> 0 138 +idx: 68 entropy_left: 1.20348 entropy_right : 1.45365 -> 0 138 +idx: 69 entropy_left: 1.2483 entropy_right : 1.46126 -> 0 138 +idx: 70 entropy_left: 1.24884 entropy_right : 1.45609 -> 0 138 +idx: 72 entropy_left: 1.32074 entropy_right : 1.47182 -> 0 138 +idx: 76 entropy_left: 1.31734 entropy_right : 1.44318 -> 0 138 +idx: 77 entropy_left: 1.34645 entropy_right : 1.45247 -> 0 138 +idx: 78 entropy_left: 1.34261 entropy_right : 1.43876 -> 0 138 +idx: 79 entropy_left: 1.36851 entropy_right : 1.44836 -> 0 138 +idx: 84 entropy_left: 1.34715 entropy_right : 1.34276 -> 0 138 +idx: 85 entropy_left: 1.347 entropy_right : 1.33255 -> 0 138 +idx: 87 entropy_left: 1.33826 entropy_right : 1.26237 -> 0 138 +idx: 90 entropy_left: 1.40118 entropy_right : 1.29759 -> 0 138 +idx: 93 entropy_left: 1.40005 entropy_right : 1.25752 -> 0 138 +idx: 98 entropy_left: 1.47304 entropy_right : 1.32937 -> 0 138 +idx: 100 entropy_left: 1.47122 entropy_right : 1.29587 -> 0 138 +idx: 101 entropy_left: 1.46797 entropy_right : 1.24814 -> 0 138 +idx: 102 entropy_left: 1.47927 entropy_right : 1.26517 -> 0 138 +idx: 105 entropy_left: 1.47569 entropy_right : 1.17919 -> 0 138 +idx: 107 entropy_left: 1.47004 entropy_right : 1.03317 -> 0 138 +idx: 108 entropy_left: 1.48068 entropy_right : 1.05298 -> 0 138 +idx: 109 entropy_left: 1.4795 entropy_right : 1.00567 -> 0 138 +idx: 110 entropy_left: 1.47673 entropy_right : 0.888886 -> 0 138 +idx: 111 entropy_left: 1.47555 entropy_right : 0.82498 -> 0 138 +idx: 112 entropy_left: 1.48551 entropy_right : 0.845106 -> 0 138 +idx: 114 entropy_left: 1.48276 entropy_right : 0.658351 -> 0 138 +idx: 123 entropy_left: 1.54568 entropy_right : 0.905587 -> 0 138 +idx: 124 entropy_left: 1.54385 entropy_right : 0.591673 -> 0 138 +idx: 125 entropy_left: 1.54287 entropy_right : 0.391244 -> 0 138 +idx: 131 entropy_left: 1.566 entropy_right : 0.591673 -> 0 138 +idx: 132 entropy_left: 1.56527 entropy_right : 0 -> 0 138 +cut: 3.6 index: 132 +start: 0 cut: 132 end: 138 +k=3 k1=3 k2=1 ent=1.57847 ent1=1.56527 ent2=0 +ig=0.0812533 delta=4.60426 N 138 term 0.0847992 +idx: 3 entropy_left: 0 entropy_right : 1.56846 -> 0 132 +idx: 4 entropy_left: 0.811278 entropy_right : 1.56949 -> 0 132 +idx: 5 entropy_left: 0.721928 entropy_right : 1.57039 -> 0 132 +idx: 6 entropy_left: 1.25163 entropy_right : 1.56764 -> 0 132 +idx: 11 entropy_left: 0.865857 entropy_right : 1.57018 -> 0 132 +idx: 15 entropy_left: 1.23096 entropy_right : 1.57589 -> 0 132 +idx: 20 entropy_left: 1.0763 entropy_right : 1.576 -> 0 132 +idx: 22 entropy_left: 1.14332 entropy_right : 1.57916 -> 0 132 +idx: 24 entropy_left: 1.09948 entropy_right : 1.57805 -> 0 132 +idx: 26 entropy_left: 1.14162 entropy_right : 1.58104 -> 0 132 +idx: 27 entropy_left: 1.12466 entropy_right : 1.58033 -> 0 132 +idx: 28 entropy_left: 1.13928 entropy_right : 1.58168 -> 0 132 +idx: 30 entropy_left: 1.10923 entropy_right : 1.57962 -> 0 132 +idx: 31 entropy_left: 1.12309 entropy_right : 1.58103 -> 0 132 +idx: 33 entropy_left: 1.09614 entropy_right : 1.57788 -> 0 132 +idx: 36 entropy_left: 1.1271 entropy_right : 1.58163 -> 0 132 +idx: 38 entropy_left: 1.10727 entropy_right : 1.57777 -> 0 132 +idx: 39 entropy_left: 1.11501 entropy_right : 1.57881 -> 0 132 +idx: 40 entropy_left: 1.10587 entropy_right : 1.57637 -> 0 132 +idx: 41 entropy_left: 1.1127 entropy_right : 1.57728 -> 0 132 +idx: 42 entropy_left: 1.10431 entropy_right : 1.5745 -> 0 132 +idx: 44 entropy_left: 1.115 entropy_right : 1.5757 -> 0 132 +idx: 46 entropy_left: 1.10094 entropy_right : 1.56913 -> 0 132 +idx: 47 entropy_left: 1.10581 entropy_right : 1.56953 -> 0 132 +idx: 48 entropy_left: 1.1872 entropy_right : 1.5718 -> 0 132 +idx: 54 entropy_left: 1.14052 entropy_right : 1.53709 -> 0 132 +idx: 56 entropy_left: 1.15193 entropy_right : 1.53913 -> 0 132 +idx: 57 entropy_left: 1.14495 entropy_right : 1.53039 -> 0 132 +idx: 60 entropy_left: 1.15668 entropy_right : 1.53049 -> 0 132 +idx: 62 entropy_left: 1.14522 entropy_right : 1.51011 -> 0 132 +idx: 63 entropy_left: 1.14849 entropy_right : 1.50932 -> 0 132 +idx: 64 entropy_left: 1.20362 entropy_right : 1.51504 -> 0 132 +idx: 66 entropy_left: 1.20721 entropy_right : 1.51225 -> 0 132 +idx: 67 entropy_left: 1.20211 entropy_right : 1.50045 -> 0 132 +idx: 68 entropy_left: 1.20348 entropy_right : 1.49806 -> 0 132 +idx: 69 entropy_left: 1.2483 entropy_right : 1.50504 -> 0 132 +idx: 70 entropy_left: 1.24884 entropy_right : 1.50221 -> 0 132 +idx: 72 entropy_left: 1.32074 entropy_right : 1.51652 -> 0 132 +idx: 76 entropy_left: 1.31734 entropy_right : 1.49816 -> 0 132 +idx: 77 entropy_left: 1.34645 entropy_right : 1.50698 -> 0 132 +idx: 78 entropy_left: 1.34261 entropy_right : 1.49554 -> 0 132 +idx: 79 entropy_left: 1.36851 entropy_right : 1.50463 -> 0 132 +idx: 84 entropy_left: 1.34715 entropy_right : 1.40858 -> 0 132 +idx: 85 entropy_left: 1.347 entropy_right : 1.40212 -> 0 132 +idx: 87 entropy_left: 1.33826 entropy_right : 1.33354 -> 0 132 +idx: 90 entropy_left: 1.40118 entropy_right : 1.36959 -> 0 132 +idx: 93 entropy_left: 1.40005 entropy_right : 1.34424 -> 0 132 +idx: 98 entropy_left: 1.47304 entropy_right : 1.41917 -> 0 132 +idx: 100 entropy_left: 1.47122 entropy_right : 1.40007 -> 0 132 +idx: 101 entropy_left: 1.46797 entropy_right : 1.35458 -> 0 132 +idx: 102 entropy_left: 1.47927 entropy_right : 1.37302 -> 0 132 +idx: 105 entropy_left: 1.47569 entropy_right : 1.31057 -> 0 132 +idx: 107 entropy_left: 1.47004 entropy_right : 1.16399 -> 0 132 +idx: 108 entropy_left: 1.48068 entropy_right : 1.18872 -> 0 132 +idx: 109 entropy_left: 1.4795 entropy_right : 1.14923 -> 0 132 +idx: 110 entropy_left: 1.47673 entropy_right : 1.02263 -> 0 132 +idx: 111 entropy_left: 1.47555 entropy_right : 0.963746 -> 0 132 +idx: 112 entropy_left: 1.48551 entropy_right : 0.99176 -> 0 132 +idx: 114 entropy_left: 1.48276 entropy_right : 0.803072 -> 0 132 +idx: 123 entropy_left: 1.54568 entropy_right : 1.22439 -> 0 132 +idx: 124 entropy_left: 1.54385 entropy_right : 0.811278 -> 0 132 +idx: 125 entropy_left: 1.54287 entropy_right : 0.591673 -> 0 132 +idx: 131 entropy_left: 1.566 entropy_right : 0 -> 0 132 +cut: 3.55 index: 131 +start: 0 cut: 131 end: 132 +k=3 k1=3 k2=1 ent=1.56527 ent1=1.566 ent2=0 +ig=0.0111296 delta=4.64606 N 132 term 0.0884809 +idx: 3 entropy_left: 0 entropy_right : 1.56949 -> 0 131 +idx: 4 entropy_left: 0.811278 entropy_right : 1.57039 -> 0 131 +idx: 5 entropy_left: 0.721928 entropy_right : 1.5714 -> 0 131 +idx: 6 entropy_left: 1.25163 entropy_right : 1.56872 -> 0 131 +idx: 11 entropy_left: 0.865857 entropy_right : 1.57182 -> 0 131 +idx: 15 entropy_left: 1.23096 entropy_right : 1.57693 -> 0 131 +idx: 20 entropy_left: 1.0763 entropy_right : 1.57766 -> 0 131 +idx: 22 entropy_left: 1.14332 entropy_right : 1.58048 -> 0 131 +idx: 24 entropy_left: 1.09948 entropy_right : 1.57964 -> 0 131 +idx: 26 entropy_left: 1.14162 entropy_right : 1.58225 -> 0 131 +idx: 27 entropy_left: 1.12466 entropy_right : 1.58168 -> 0 131 +idx: 28 entropy_left: 1.13928 entropy_right : 1.58281 -> 0 131 +idx: 30 entropy_left: 1.10923 entropy_right : 1.58103 -> 0 131 +idx: 31 entropy_left: 1.12309 entropy_right : 1.58223 -> 0 131 +idx: 33 entropy_left: 1.09614 entropy_right : 1.57937 -> 0 131 +idx: 36 entropy_left: 1.1271 entropy_right : 1.58237 -> 0 131 +idx: 38 entropy_left: 1.10727 entropy_right : 1.57881 -> 0 131 +idx: 39 entropy_left: 1.11501 entropy_right : 1.57957 -> 0 131 +idx: 40 entropy_left: 1.10587 entropy_right : 1.57728 -> 0 131 +idx: 41 entropy_left: 1.1127 entropy_right : 1.57789 -> 0 131 +idx: 42 entropy_left: 1.10431 entropy_right : 1.57527 -> 0 131 +idx: 44 entropy_left: 1.115 entropy_right : 1.57578 -> 0 131 +idx: 46 entropy_left: 1.10094 entropy_right : 1.56953 -> 0 131 +idx: 47 entropy_left: 1.10581 entropy_right : 1.56955 -> 0 131 +idx: 48 entropy_left: 1.1872 entropy_right : 1.57205 -> 0 131 +idx: 54 entropy_left: 1.14052 entropy_right : 1.53831 -> 0 131 +idx: 56 entropy_left: 1.15193 entropy_right : 1.53951 -> 0 131 +idx: 57 entropy_left: 1.14495 entropy_right : 1.53092 -> 0 131 +idx: 60 entropy_left: 1.15668 entropy_right : 1.52944 -> 0 131 +idx: 62 entropy_left: 1.14522 entropy_right : 1.50932 -> 0 131 +idx: 63 entropy_left: 1.14849 entropy_right : 1.5079 -> 0 131 +idx: 64 entropy_left: 1.20362 entropy_right : 1.51399 -> 0 131 +idx: 66 entropy_left: 1.20721 entropy_right : 1.50973 -> 0 131 +idx: 67 entropy_left: 1.20211 entropy_right : 1.49806 -> 0 131 +idx: 68 entropy_left: 1.20348 entropy_right : 1.4948 -> 0 131 +idx: 69 entropy_left: 1.2483 entropy_right : 1.50221 -> 0 131 +idx: 70 entropy_left: 1.24884 entropy_right : 1.49842 -> 0 131 +idx: 72 entropy_left: 1.32074 entropy_right : 1.51365 -> 0 131 +idx: 76 entropy_left: 1.31734 entropy_right : 1.49018 -> 0 131 +idx: 77 entropy_left: 1.34645 entropy_right : 1.49951 -> 0 131 +idx: 78 entropy_left: 1.34261 entropy_right : 1.48821 -> 0 131 +idx: 79 entropy_left: 1.36851 entropy_right : 1.49786 -> 0 131 +idx: 84 entropy_left: 1.34715 entropy_right : 1.40212 -> 0 131 +idx: 85 entropy_left: 1.347 entropy_right : 1.39381 -> 0 131 +idx: 87 entropy_left: 1.33826 entropy_right : 1.32473 -> 0 131 +idx: 90 entropy_left: 1.40118 entropy_right : 1.36347 -> 0 131 +idx: 93 entropy_left: 1.40005 entropy_right : 1.33027 -> 0 131 +idx: 98 entropy_left: 1.47304 entropy_right : 1.41144 -> 0 131 +idx: 100 entropy_left: 1.47122 entropy_right : 1.38425 -> 0 131 +idx: 101 entropy_left: 1.46797 entropy_right : 1.33827 -> 0 131 +idx: 102 entropy_left: 1.47927 entropy_right : 1.35843 -> 0 131 +idx: 105 entropy_left: 1.47569 entropy_right : 1.27365 -> 0 131 +idx: 107 entropy_left: 1.47004 entropy_right : 1.12261 -> 0 131 +idx: 108 entropy_left: 1.48068 entropy_right : 1.14923 -> 0 131 +idx: 109 entropy_left: 1.4795 entropy_right : 1.0958 -> 0 131 +idx: 110 entropy_left: 1.47673 entropy_right : 0.963746 -> 0 131 +idx: 111 entropy_left: 1.47555 entropy_right : 0.884184 -> 0 131 +idx: 112 entropy_left: 1.48551 entropy_right : 0.913283 -> 0 131 +idx: 114 entropy_left: 1.48276 entropy_right : 0.640206 -> 0 131 +idx: 123 entropy_left: 1.54568 entropy_right : 1.06128 -> 0 131 +idx: 124 entropy_left: 1.54385 entropy_right : 0.591673 -> 0 131 +idx: 125 entropy_left: 1.54287 entropy_right : 0 -> 0 131 +cut: 3.45 index: 125 +start: 0 cut: 125 end: 131 +k=3 k1=3 k2=1 ent=1.566 ent1=1.54287 ent2=0 +ig=0.0937982 delta=4.57446 N 131 term 0.0885254 +¡Ding! 3.45 125 +idx: 3 entropy_left: 0 entropy_right : 1.54764 -> 0 125 +idx: 4 entropy_left: 0.811278 entropy_right : 1.54898 -> 0 125 +idx: 5 entropy_left: 0.721928 entropy_right : 1.55044 -> 0 125 +idx: 6 entropy_left: 1.25163 entropy_right : 1.54566 -> 0 125 +idx: 11 entropy_left: 0.865857 entropy_right : 1.55109 -> 0 125 +idx: 15 entropy_left: 1.23096 entropy_right : 1.55846 -> 0 125 +idx: 20 entropy_left: 1.0763 entropy_right : 1.56209 -> 0 125 +idx: 22 entropy_left: 1.14332 entropy_right : 1.56634 -> 0 125 +idx: 24 entropy_left: 1.09948 entropy_right : 1.5668 -> 0 125 +idx: 26 entropy_left: 1.14162 entropy_right : 1.571 -> 0 125 +idx: 27 entropy_left: 1.12466 entropy_right : 1.57116 -> 0 125 +idx: 28 entropy_left: 1.13928 entropy_right : 1.57314 -> 0 125 +idx: 30 entropy_left: 1.10923 entropy_right : 1.57289 -> 0 125 +idx: 31 entropy_left: 1.12309 entropy_right : 1.57502 -> 0 125 +idx: 33 entropy_left: 1.09614 entropy_right : 1.57377 -> 0 125 +idx: 36 entropy_left: 1.1271 entropy_right : 1.57991 -> 0 125 +idx: 38 entropy_left: 1.10727 entropy_right : 1.57824 -> 0 125 +idx: 39 entropy_left: 1.11501 entropy_right : 1.58017 -> 0 125 +idx: 40 entropy_left: 1.10587 entropy_right : 1.57888 -> 0 125 +idx: 41 entropy_left: 1.1127 entropy_right : 1.58073 -> 0 125 +idx: 42 entropy_left: 1.10431 entropy_right : 1.57915 -> 0 125 +idx: 44 entropy_left: 1.115 entropy_right : 1.58232 -> 0 125 +idx: 46 entropy_left: 1.10094 entropy_right : 1.5784 -> 0 125 +idx: 47 entropy_left: 1.10581 entropy_right : 1.57989 -> 0 125 +idx: 48 entropy_left: 1.1872 entropy_right : 1.5803 -> 0 125 +idx: 54 entropy_left: 1.14052 entropy_right : 1.55391 -> 0 125 +idx: 56 entropy_left: 1.15193 entropy_right : 1.55911 -> 0 125 +idx: 57 entropy_left: 1.14495 entropy_right : 1.55183 -> 0 125 +idx: 60 entropy_left: 1.15668 entropy_right : 1.55693 -> 0 125 +idx: 62 entropy_left: 1.14522 entropy_right : 1.53988 -> 0 125 +idx: 63 entropy_left: 1.14849 entropy_right : 1.54094 -> 0 125 +idx: 64 entropy_left: 1.20362 entropy_right : 1.54538 -> 0 125 +idx: 66 entropy_left: 1.20721 entropy_right : 1.54641 -> 0 125 +idx: 67 entropy_left: 1.20211 entropy_right : 1.53659 -> 0 125 +idx: 68 entropy_left: 1.20348 entropy_right : 1.53618 -> 0 125 +idx: 69 entropy_left: 1.2483 entropy_right : 1.54208 -> 0 125 +idx: 70 entropy_left: 1.24884 entropy_right : 1.5413 -> 0 125 +idx: 72 entropy_left: 1.32074 entropy_right : 1.55298 -> 0 125 +idx: 76 entropy_left: 1.31734 entropy_right : 1.54295 -> 0 125 +idx: 77 entropy_left: 1.34645 entropy_right : 1.55064 -> 0 125 +idx: 78 entropy_left: 1.34261 entropy_right : 1.54265 -> 0 125 +idx: 79 entropy_left: 1.36851 entropy_right : 1.55049 -> 0 125 +idx: 84 entropy_left: 1.34715 entropy_right : 1.46992 -> 0 125 +idx: 85 entropy_left: 1.347 entropy_right : 1.46703 -> 0 125 +idx: 87 entropy_left: 1.33826 entropy_right : 1.40177 -> 0 125 +idx: 90 entropy_left: 1.40118 entropy_right : 1.43779 -> 0 125 +idx: 93 entropy_left: 1.40005 entropy_right : 1.42763 -> 0 125 +idx: 98 entropy_left: 1.47304 entropy_right : 1.50124 -> 0 125 +idx: 100 entropy_left: 1.47122 entropy_right : 1.49869 -> 0 125 +idx: 101 entropy_left: 1.46797 entropy_right : 1.45915 -> 0 125 +idx: 102 entropy_left: 1.47927 entropy_right : 1.47775 -> 0 125 +idx: 105 entropy_left: 1.47569 entropy_right : 1.43876 -> 0 125 +idx: 107 entropy_left: 1.47004 entropy_right : 1.29974 -> 0 125 +idx: 108 entropy_left: 1.48068 entropy_right : 1.33282 -> 0 125 +idx: 109 entropy_left: 1.4795 entropy_right : 1.29879 -> 0 125 +idx: 110 entropy_left: 1.47673 entropy_right : 1.15894 -> 0 125 +idx: 111 entropy_left: 1.47555 entropy_right : 1.09491 -> 0 125 +idx: 112 entropy_left: 1.48551 entropy_right : 1.14012 -> 0 125 +idx: 114 entropy_left: 1.48276 entropy_right : 0.865857 -> 0 125 +idx: 123 entropy_left: 1.54568 entropy_right : 1 -> 0 125 +idx: 124 entropy_left: 1.54385 entropy_right : 0 -> 0 125 +cut: 3.4 index: 124 +start: 0 cut: 124 end: 125 +k=3 k1=3 k2=1 ent=1.54287 ent1=1.54385 ent2=0 +ig=0.011367 delta=4.64681 N 125 term 0.092808 +idx: 3 entropy_left: 0 entropy_right : 1.54898 -> 0 124 +idx: 4 entropy_left: 0.811278 entropy_right : 1.55018 -> 0 124 +idx: 5 entropy_left: 0.721928 entropy_right : 1.55177 -> 0 124 +idx: 6 entropy_left: 1.25163 entropy_right : 1.54706 -> 0 124 +idx: 11 entropy_left: 0.865857 entropy_right : 1.55314 -> 0 124 +idx: 15 entropy_left: 1.23096 entropy_right : 1.55992 -> 0 124 +idx: 20 entropy_left: 1.0763 entropy_right : 1.5643 -> 0 124 +idx: 22 entropy_left: 1.14332 entropy_right : 1.56821 -> 0 124 +idx: 24 entropy_left: 1.09948 entropy_right : 1.56899 -> 0 124 +idx: 26 entropy_left: 1.14162 entropy_right : 1.57282 -> 0 124 +idx: 27 entropy_left: 1.12466 entropy_right : 1.57314 -> 0 124 +idx: 28 entropy_left: 1.13928 entropy_right : 1.57492 -> 0 124 +idx: 30 entropy_left: 1.10923 entropy_right : 1.57502 -> 0 124 +idx: 31 entropy_left: 1.12309 entropy_right : 1.57693 -> 0 124 +idx: 33 entropy_left: 1.09614 entropy_right : 1.57605 -> 0 124 +idx: 36 entropy_left: 1.1271 entropy_right : 1.58144 -> 0 124 +idx: 38 entropy_left: 1.10727 entropy_right : 1.58017 -> 0 124 +idx: 39 entropy_left: 1.11501 entropy_right : 1.58181 -> 0 124 +idx: 40 entropy_left: 1.10587 entropy_right : 1.58073 -> 0 124 +idx: 41 entropy_left: 1.1127 entropy_right : 1.58227 -> 0 124 +idx: 42 entropy_left: 1.10431 entropy_right : 1.5809 -> 0 124 +idx: 44 entropy_left: 1.115 entropy_right : 1.58337 -> 0 124 +idx: 46 entropy_left: 1.10094 entropy_right : 1.57989 -> 0 124 +idx: 47 entropy_left: 1.10581 entropy_right : 1.581 -> 0 124 +idx: 48 entropy_left: 1.1872 entropy_right : 1.58167 -> 0 124 +idx: 54 entropy_left: 1.14052 entropy_right : 1.55671 -> 0 124 +idx: 56 entropy_left: 1.15193 entropy_right : 1.56107 -> 0 124 +idx: 57 entropy_left: 1.14495 entropy_right : 1.55403 -> 0 124 +idx: 60 entropy_left: 1.15668 entropy_right : 1.55752 -> 0 124 +idx: 62 entropy_left: 1.14522 entropy_right : 1.54094 -> 0 124 +idx: 63 entropy_left: 1.14849 entropy_right : 1.54134 -> 0 124 +idx: 64 entropy_left: 1.20362 entropy_right : 1.54626 -> 0 124 +idx: 66 entropy_left: 1.20721 entropy_right : 1.54574 -> 0 124 +idx: 67 entropy_left: 1.20211 entropy_right : 1.53618 -> 0 124 +idx: 68 entropy_left: 1.20348 entropy_right : 1.53484 -> 0 124 +idx: 69 entropy_left: 1.2483 entropy_right : 1.5413 -> 0 124 +idx: 70 entropy_left: 1.24884 entropy_right : 1.53949 -> 0 124 +idx: 72 entropy_left: 1.32074 entropy_right : 1.55236 -> 0 124 +idx: 76 entropy_left: 1.31734 entropy_right : 1.53665 -> 0 124 +idx: 77 entropy_left: 1.34645 entropy_right : 1.54501 -> 0 124 +idx: 78 entropy_left: 1.34261 entropy_right : 1.53739 -> 0 124 +idx: 79 entropy_left: 1.36851 entropy_right : 1.54599 -> 0 124 +idx: 84 entropy_left: 1.34715 entropy_right : 1.46703 -> 0 124 +idx: 85 entropy_left: 1.347 entropy_right : 1.46208 -> 0 124 +idx: 87 entropy_left: 1.33826 entropy_right : 1.39681 -> 0 124 +idx: 90 entropy_left: 1.40118 entropy_right : 1.43699 -> 0 124 +idx: 93 entropy_left: 1.40005 entropy_right : 1.41788 -> 0 124 +idx: 98 entropy_left: 1.47304 entropy_right : 1.50204 -> 0 124 +idx: 100 entropy_left: 1.47122 entropy_right : 1.48993 -> 0 124 +idx: 101 entropy_left: 1.46797 entropy_right : 1.45091 -> 0 124 +idx: 102 entropy_left: 1.47927 entropy_right : 1.47283 -> 0 124 +idx: 105 entropy_left: 1.47569 entropy_right : 1.40299 -> 0 124 +idx: 107 entropy_left: 1.47004 entropy_right : 1.26077 -> 0 124 +idx: 108 entropy_left: 1.48068 entropy_right : 1.29879 -> 0 124 +idx: 109 entropy_left: 1.4795 entropy_right : 1.24195 -> 0 124 +idx: 110 entropy_left: 1.47673 entropy_right : 1.09491 -> 0 124 +idx: 111 entropy_left: 1.47555 entropy_right : 0.991264 -> 0 124 +idx: 112 entropy_left: 1.48551 entropy_right : 1.04085 -> 0 124 +idx: 114 entropy_left: 1.48276 entropy_right : 0.468996 -> 0 124 +idx: 123 entropy_left: 1.54568 entropy_right : 0 -> 0 124 +cut: 3.4 index: 123 +start: 0 cut: 123 end: 124 +k=3 k1=3 k2=1 ent=1.54385 ent1=1.54568 ent2=0 +ig=0.0106375 delta=4.64934 N 124 term 0.0934827 +idx: 3 entropy_left: 0 entropy_right : 1.55044 -> 0 123 +idx: 4 entropy_left: 0.811278 entropy_right : 1.55177 -> 0 123 +idx: 5 entropy_left: 0.721928 entropy_right : 1.55321 -> 0 123 +idx: 6 entropy_left: 1.25163 entropy_right : 1.54858 -> 0 123 +idx: 11 entropy_left: 0.865857 entropy_right : 1.55385 -> 0 123 +idx: 15 entropy_left: 1.23096 entropy_right : 1.5612 -> 0 123 +idx: 20 entropy_left: 1.0763 entropy_right : 1.5645 -> 0 123 +idx: 22 entropy_left: 1.14332 entropy_right : 1.56873 -> 0 123 +idx: 24 entropy_left: 1.09948 entropy_right : 1.56898 -> 0 123 +idx: 26 entropy_left: 1.14162 entropy_right : 1.57314 -> 0 123 +idx: 27 entropy_left: 1.12466 entropy_right : 1.57317 -> 0 123 +idx: 28 entropy_left: 1.13928 entropy_right : 1.57513 -> 0 123 +idx: 30 entropy_left: 1.10923 entropy_right : 1.57458 -> 0 123 +idx: 31 entropy_left: 1.12309 entropy_right : 1.57668 -> 0 123 +idx: 33 entropy_left: 1.09614 entropy_right : 1.57504 -> 0 123 +idx: 36 entropy_left: 1.1271 entropy_right : 1.58101 -> 0 123 +idx: 38 entropy_left: 1.10727 entropy_right : 1.57888 -> 0 123 +idx: 39 entropy_left: 1.11501 entropy_right : 1.58073 -> 0 123 +idx: 40 entropy_left: 1.10587 entropy_right : 1.57915 -> 0 123 +idx: 41 entropy_left: 1.1127 entropy_right : 1.5809 -> 0 123 +idx: 42 entropy_left: 1.10431 entropy_right : 1.57901 -> 0 123 +idx: 44 entropy_left: 1.115 entropy_right : 1.58192 -> 0 123 +idx: 46 entropy_left: 1.10094 entropy_right : 1.57724 -> 0 123 +idx: 47 entropy_left: 1.10581 entropy_right : 1.57857 -> 0 123 +idx: 48 entropy_left: 1.1872 entropy_right : 1.57947 -> 0 123 +idx: 54 entropy_left: 1.14052 entropy_right : 1.5492 -> 0 123 +idx: 56 entropy_left: 1.15193 entropy_right : 1.55403 -> 0 123 +idx: 57 entropy_left: 1.14495 entropy_right : 1.54574 -> 0 123 +idx: 60 entropy_left: 1.15668 entropy_right : 1.54994 -> 0 123 +idx: 62 entropy_left: 1.14522 entropy_right : 1.53033 -> 0 123 +idx: 63 entropy_left: 1.14849 entropy_right : 1.53096 -> 0 123 +idx: 64 entropy_left: 1.20362 entropy_right : 1.53619 -> 0 123 +idx: 66 entropy_left: 1.20721 entropy_right : 1.53618 -> 0 123 +idx: 67 entropy_left: 1.20211 entropy_right : 1.52474 -> 0 123 +idx: 68 entropy_left: 1.20348 entropy_right : 1.52364 -> 0 123 +idx: 69 entropy_left: 1.2483 entropy_right : 1.53049 -> 0 123 +idx: 70 entropy_left: 1.24884 entropy_right : 1.52895 -> 0 123 +idx: 72 entropy_left: 1.32074 entropy_right : 1.54274 -> 0 123 +idx: 76 entropy_left: 1.31734 entropy_right : 1.52836 -> 0 123 +idx: 77 entropy_left: 1.34645 entropy_right : 1.53739 -> 0 123 +idx: 78 entropy_left: 1.34261 entropy_right : 1.52745 -> 0 123 +idx: 79 entropy_left: 1.36851 entropy_right : 1.53675 -> 0 123 +idx: 84 entropy_left: 1.34715 entropy_right : 1.43786 -> 0 123 +idx: 85 entropy_left: 1.347 entropy_right : 1.43298 -> 0 123 +idx: 87 entropy_left: 1.33826 entropy_right : 1.35164 -> 0 123 +idx: 90 entropy_left: 1.40118 entropy_right : 1.39268 -> 0 123 +idx: 93 entropy_left: 1.40005 entropy_right : 1.37302 -> 0 123 +idx: 98 entropy_left: 1.47304 entropy_right : 1.4619 -> 0 123 +idx: 100 entropy_left: 1.47122 entropy_right : 1.45091 -> 0 123 +idx: 101 entropy_left: 1.46797 entropy_right : 1.39462 -> 0 123 +idx: 102 entropy_left: 1.47927 entropy_right : 1.41803 -> 0 123 +idx: 105 entropy_left: 1.47569 entropy_right : 1.34722 -> 0 123 +idx: 107 entropy_left: 1.47004 entropy_right : 1.12164 -> 0 123 +idx: 108 entropy_left: 1.48068 entropy_right : 1.15894 -> 0 123 +idx: 109 entropy_left: 1.4795 entropy_right : 1.09491 -> 0 123 +idx: 110 entropy_left: 1.47673 entropy_right : 0.77935 -> 0 123 +idx: 111 entropy_left: 1.47555 entropy_right : 0.650022 -> 0 123 +idx: 112 entropy_left: 1.48551 entropy_right : 0.684038 -> 0 123 +idx: 114 entropy_left: 1.48276 entropy_right : 0 -> 0 123 +cut: 3.4 index: 114 +start: 0 cut: 114 end: 123 +k=3 k1=3 k2=1 ent=1.54568 ent1=1.48276 ent2=0 +ig=0.171419 delta=4.45508 N 123 term 0.0925676 +¡Ding! 3.4 114 +idx: 3 entropy_left: 0 entropy_right : 1.48921 -> 0 114 +idx: 4 entropy_left: 0.811278 entropy_right : 1.49111 -> 0 114 +idx: 5 entropy_left: 0.721928 entropy_right : 1.49316 -> 0 114 +idx: 6 entropy_left: 1.25163 entropy_right : 1.48336 -> 0 114 +idx: 11 entropy_left: 0.865857 entropy_right : 1.49165 -> 0 114 +idx: 15 entropy_left: 1.23096 entropy_right : 1.50213 -> 0 114 +idx: 20 entropy_left: 1.0763 entropy_right : 1.50945 -> 0 114 +idx: 22 entropy_left: 1.14332 entropy_right : 1.5158 -> 0 114 +idx: 24 entropy_left: 1.09948 entropy_right : 1.51792 -> 0 114 +idx: 26 entropy_left: 1.14162 entropy_right : 1.52451 -> 0 114 +idx: 27 entropy_left: 1.12466 entropy_right : 1.52561 -> 0 114 +idx: 28 entropy_left: 1.13928 entropy_right : 1.52887 -> 0 114 +idx: 30 entropy_left: 1.10923 entropy_right : 1.53062 -> 0 114 +idx: 31 entropy_left: 1.12309 entropy_right : 1.53419 -> 0 114 +idx: 33 entropy_left: 1.09614 entropy_right : 1.53504 -> 0 114 +idx: 36 entropy_left: 1.1271 entropy_right : 1.54611 -> 0 114 +idx: 38 entropy_left: 1.10727 entropy_right : 1.54701 -> 0 114 +idx: 39 entropy_left: 1.11501 entropy_right : 1.55082 -> 0 114 +idx: 40 entropy_left: 1.10587 entropy_right : 1.55087 -> 0 114 +idx: 41 entropy_left: 1.1127 entropy_right : 1.55473 -> 0 114 +idx: 42 entropy_left: 1.10431 entropy_right : 1.55459 -> 0 114 +idx: 44 entropy_left: 1.115 entropy_right : 1.56209 -> 0 114 +idx: 46 entropy_left: 1.10094 entropy_right : 1.5614 -> 0 114 +idx: 47 entropy_left: 1.10581 entropy_right : 1.56537 -> 0 114 +idx: 48 entropy_left: 1.1872 entropy_right : 1.5599 -> 0 114 +idx: 54 entropy_left: 1.14052 entropy_right : 1.54241 -> 0 114 +idx: 56 entropy_left: 1.15193 entropy_right : 1.55482 -> 0 114 +idx: 57 entropy_left: 1.14495 entropy_right : 1.54891 -> 0 114 +idx: 60 entropy_left: 1.15668 entropy_right : 1.56604 -> 0 114 +idx: 62 entropy_left: 1.14522 entropy_right : 1.55236 -> 0 114 +idx: 63 entropy_left: 1.14849 entropy_right : 1.55809 -> 0 114 +idx: 64 entropy_left: 1.20362 entropy_right : 1.55697 -> 0 114 +idx: 66 entropy_left: 1.20721 entropy_right : 1.56796 -> 0 114 +idx: 67 entropy_left: 1.20211 entropy_right : 1.56033 -> 0 114 +idx: 68 entropy_left: 1.20348 entropy_right : 1.56534 -> 0 114 +idx: 69 entropy_left: 1.2483 entropy_right : 1.5656 -> 0 114 +idx: 70 entropy_left: 1.24884 entropy_right : 1.57057 -> 0 114 +idx: 72 entropy_left: 1.32074 entropy_right : 1.56822 -> 0 114 +idx: 76 entropy_left: 1.31734 entropy_right : 1.58395 -> 0 114 +idx: 77 entropy_left: 1.34645 entropy_right : 1.58392 -> 0 114 +idx: 78 entropy_left: 1.34261 entropy_right : 1.58162 -> 0 114 +idx: 79 entropy_left: 1.36851 entropy_right : 1.58033 -> 0 114 +idx: 84 entropy_left: 1.34715 entropy_right : 1.51792 -> 0 114 +idx: 85 entropy_left: 1.347 entropy_right : 1.52753 -> 0 114 +idx: 87 entropy_left: 1.33826 entropy_right : 1.45588 -> 0 114 +idx: 90 entropy_left: 1.40118 entropy_right : 1.45915 -> 0 114 +idx: 93 entropy_left: 1.40005 entropy_right : 1.50997 -> 0 114 +idx: 98 entropy_left: 1.47304 entropy_right : 1.41974 -> 0 114 +idx: 100 entropy_left: 1.47122 entropy_right : 1.49261 -> 0 114 +idx: 101 entropy_left: 1.46797 entropy_right : 1.45727 -> 0 114 +idx: 102 entropy_left: 1.47927 entropy_right : 1.38443 -> 0 114 +idx: 105 entropy_left: 1.47569 entropy_right : 1.53049 -> 0 114 +idx: 107 entropy_left: 1.47004 entropy_right : 1.37878 -> 0 114 +idx: 108 entropy_left: 1.48068 entropy_right : 1.25163 -> 0 114 +idx: 109 entropy_left: 1.4795 entropy_right : 1.37095 -> 0 114 +idx: 110 entropy_left: 1.47673 entropy_right : 0.811278 -> 0 114 +idx: 111 entropy_left: 1.47555 entropy_right : 0.918296 -> 0 114 +idx: 112 entropy_left: 1.48551 entropy_right : 0 -> 0 114 +cut: 3.3 index: 112 +start: 0 cut: 112 end: 114 +k=3 k1=3 k2=1 ent=1.48276 ent1=1.48551 ent2=0 +ig=0.0233057 delta=4.65212 N 114 term 0.100634 +idx: 3 entropy_left: 0 entropy_right : 1.49287 -> 0 112 +idx: 4 entropy_left: 0.811278 entropy_right : 1.49448 -> 0 112 +idx: 5 entropy_left: 0.721928 entropy_right : 1.49686 -> 0 112 +idx: 6 entropy_left: 1.25163 entropy_right : 1.48715 -> 0 112 +idx: 11 entropy_left: 0.865857 entropy_right : 1.49717 -> 0 112 +idx: 15 entropy_left: 1.23096 entropy_right : 1.50644 -> 0 112 +idx: 20 entropy_left: 1.0763 entropy_right : 1.5158 -> 0 112 +idx: 22 entropy_left: 1.14332 entropy_right : 1.52148 -> 0 112 +idx: 24 entropy_left: 1.09948 entropy_right : 1.52451 -> 0 112 +idx: 26 entropy_left: 1.14162 entropy_right : 1.53035 -> 0 112 +idx: 27 entropy_left: 1.12466 entropy_right : 1.53194 -> 0 112 +idx: 28 entropy_left: 1.13928 entropy_right : 1.53479 -> 0 112 +idx: 30 entropy_left: 1.10923 entropy_right : 1.53756 -> 0 112 +idx: 31 entropy_left: 1.12309 entropy_right : 1.54071 -> 0 112 +idx: 33 entropy_left: 1.09614 entropy_right : 1.54265 -> 0 112 +idx: 36 entropy_left: 1.1271 entropy_right : 1.55225 -> 0 112 +idx: 38 entropy_left: 1.10727 entropy_right : 1.55436 -> 0 112 +idx: 39 entropy_left: 1.11501 entropy_right : 1.55761 -> 0 112 +idx: 40 entropy_left: 1.10587 entropy_right : 1.55831 -> 0 112 +idx: 41 entropy_left: 1.1127 entropy_right : 1.56156 -> 0 112 +idx: 42 entropy_left: 1.10431 entropy_right : 1.56209 -> 0 112 +idx: 44 entropy_left: 1.115 entropy_right : 1.56821 -> 0 112 +idx: 46 entropy_left: 1.10094 entropy_right : 1.56898 -> 0 112 +idx: 47 entropy_left: 1.10581 entropy_right : 1.57217 -> 0 112 +idx: 48 entropy_left: 1.1872 entropy_right : 1.56733 -> 0 112 +idx: 54 entropy_left: 1.14052 entropy_right : 1.55482 -> 0 112 +idx: 56 entropy_left: 1.15193 entropy_right : 1.56577 -> 0 112 +idx: 57 entropy_left: 1.14495 entropy_right : 1.56078 -> 0 112 +idx: 60 entropy_left: 1.15668 entropy_right : 1.57489 -> 0 112 +idx: 62 entropy_left: 1.14522 entropy_right : 1.56323 -> 0 112 +idx: 63 entropy_left: 1.14849 entropy_right : 1.56771 -> 0 112 +idx: 64 entropy_left: 1.20362 entropy_right : 1.56796 -> 0 112 +idx: 66 entropy_left: 1.20721 entropy_right : 1.5759 -> 0 112 +idx: 67 entropy_left: 1.20211 entropy_right : 1.56949 -> 0 112 +idx: 68 entropy_left: 1.20348 entropy_right : 1.57262 -> 0 112 +idx: 69 entropy_left: 1.2483 entropy_right : 1.57457 -> 0 112 +idx: 70 entropy_left: 1.24884 entropy_right : 1.57741 -> 0 112 +idx: 72 entropy_left: 1.32074 entropy_right : 1.57871 -> 0 112 +idx: 76 entropy_left: 1.31734 entropy_right : 1.58162 -> 0 112 +idx: 77 entropy_left: 1.34645 entropy_right : 1.58377 -> 0 112 +idx: 78 entropy_left: 1.34261 entropy_right : 1.58373 -> 0 112 +idx: 79 entropy_left: 1.36851 entropy_right : 1.58496 -> 0 112 +idx: 84 entropy_left: 1.34715 entropy_right : 1.53531 -> 0 112 +idx: 85 entropy_left: 1.347 entropy_right : 1.54071 -> 0 112 +idx: 87 entropy_left: 1.33826 entropy_right : 1.47293 -> 0 112 +idx: 90 entropy_left: 1.40118 entropy_right : 1.49492 -> 0 112 +idx: 93 entropy_left: 1.40005 entropy_right : 1.52943 -> 0 112 +idx: 98 entropy_left: 1.47304 entropy_right : 1.49261 -> 0 112 +idx: 100 entropy_left: 1.47122 entropy_right : 1.55459 -> 0 112 +idx: 101 entropy_left: 1.46797 entropy_right : 1.53948 -> 0 112 +idx: 102 entropy_left: 1.47927 entropy_right : 1.48548 -> 0 112 +idx: 105 entropy_left: 1.47569 entropy_right : 1.55666 -> 0 112 +idx: 107 entropy_left: 1.47004 entropy_right : 1.52193 -> 0 112 +idx: 108 entropy_left: 1.48068 entropy_right : 1.5 -> 0 112 +idx: 109 entropy_left: 1.4795 entropy_right : 1.58496 -> 0 112 +idx: 110 entropy_left: 1.47673 entropy_right : 1 -> 0 112 +idx: 111 entropy_left: 1.47555 entropy_right : 0 -> 0 112 +cut: 3.3 index: 111 +start: 0 cut: 111 end: 112 +k=3 k1=3 k2=1 ent=1.48551 ent1=1.47555 ent2=0 +ig=0.0231395 delta=4.61396 N 112 term 0.101861 +idx: 3 entropy_left: 0 entropy_right : 1.48306 -> 0 111 +idx: 4 entropy_left: 0.811278 entropy_right : 1.48472 -> 0 111 +idx: 5 entropy_left: 0.721928 entropy_right : 1.48715 -> 0 111 +idx: 6 entropy_left: 1.25163 entropy_right : 1.47663 -> 0 111 +idx: 11 entropy_left: 0.865857 entropy_right : 1.48692 -> 0 111 +idx: 15 entropy_left: 1.23096 entropy_right : 1.49648 -> 0 111 +idx: 20 entropy_left: 1.0763 entropy_right : 1.50623 -> 0 111 +idx: 22 entropy_left: 1.14332 entropy_right : 1.51212 -> 0 111 +idx: 24 entropy_left: 1.09948 entropy_right : 1.51534 -> 0 111 +idx: 26 entropy_left: 1.14162 entropy_right : 1.52143 -> 0 111 +idx: 27 entropy_left: 1.12466 entropy_right : 1.52313 -> 0 111 +idx: 28 entropy_left: 1.13928 entropy_right : 1.52612 -> 0 111 +idx: 30 entropy_left: 1.10923 entropy_right : 1.52914 -> 0 111 +idx: 31 entropy_left: 1.12309 entropy_right : 1.53245 -> 0 111 +idx: 33 entropy_left: 1.09614 entropy_right : 1.53466 -> 0 111 +idx: 36 entropy_left: 1.1271 entropy_right : 1.54483 -> 0 111 +idx: 38 entropy_left: 1.10727 entropy_right : 1.54729 -> 0 111 +idx: 39 entropy_left: 1.11501 entropy_right : 1.55076 -> 0 111 +idx: 40 entropy_left: 1.10587 entropy_right : 1.55165 -> 0 111 +idx: 41 entropy_left: 1.1127 entropy_right : 1.55515 -> 0 111 +idx: 42 entropy_left: 1.10431 entropy_right : 1.55589 -> 0 111 +idx: 44 entropy_left: 1.115 entropy_right : 1.56255 -> 0 111 +idx: 46 entropy_left: 1.10094 entropy_right : 1.56382 -> 0 111 +idx: 47 entropy_left: 1.10581 entropy_right : 1.56733 -> 0 111 +idx: 48 entropy_left: 1.1872 entropy_right : 1.56134 -> 0 111 +idx: 54 entropy_left: 1.14052 entropy_right : 1.5505 -> 0 111 +idx: 56 entropy_left: 1.15193 entropy_right : 1.56242 -> 0 111 +idx: 57 entropy_left: 1.14495 entropy_right : 1.55775 -> 0 111 +idx: 60 entropy_left: 1.15668 entropy_right : 1.57356 -> 0 111 +idx: 62 entropy_left: 1.14522 entropy_right : 1.56279 -> 0 111 +idx: 63 entropy_left: 1.14849 entropy_right : 1.56796 -> 0 111 +idx: 64 entropy_left: 1.20362 entropy_right : 1.56694 -> 0 111 +idx: 66 entropy_left: 1.20721 entropy_right : 1.57639 -> 0 111 +idx: 67 entropy_left: 1.20211 entropy_right : 1.57057 -> 0 111 +idx: 68 entropy_left: 1.20348 entropy_right : 1.57457 -> 0 111 +idx: 69 entropy_left: 1.2483 entropy_right : 1.57511 -> 0 111 +idx: 70 entropy_left: 1.24884 entropy_right : 1.57887 -> 0 111 +idx: 72 entropy_left: 1.32074 entropy_right : 1.57662 -> 0 111 +idx: 76 entropy_left: 1.31734 entropy_right : 1.58377 -> 0 111 +idx: 77 entropy_left: 1.34645 entropy_right : 1.58373 -> 0 111 +idx: 78 entropy_left: 1.34261 entropy_right : 1.58496 -> 0 111 +idx: 79 entropy_left: 1.36851 entropy_right : 1.58354 -> 0 111 +idx: 84 entropy_left: 1.34715 entropy_right : 1.54071 -> 0 111 +idx: 85 entropy_left: 1.347 entropy_right : 1.54858 -> 0 111 +idx: 87 entropy_left: 1.33826 entropy_right : 1.48336 -> 0 111 +idx: 90 entropy_left: 1.40118 entropy_right : 1.49371 -> 0 111 +idx: 93 entropy_left: 1.40005 entropy_right : 1.54198 -> 0 111 +idx: 98 entropy_left: 1.47304 entropy_right : 1.41956 -> 0 111 +idx: 100 entropy_left: 1.47122 entropy_right : 1.49492 -> 0 111 +idx: 101 entropy_left: 1.46797 entropy_right : 1.48548 -> 0 111 +idx: 102 entropy_left: 1.47927 entropy_right : 1.35164 -> 0 111 +idx: 105 entropy_left: 1.47569 entropy_right : 1.45915 -> 0 111 +idx: 107 entropy_left: 1.47004 entropy_right : 1.5 -> 0 111 +idx: 108 entropy_left: 1.48068 entropy_right : 0.918296 -> 0 111 +idx: 109 entropy_left: 1.4795 entropy_right : 1 -> 0 111 +idx: 110 entropy_left: 1.47673 entropy_right : 0 -> 0 111 +cut: 3.3 index: 110 +start: 0 cut: 110 end: 111 +k=3 k1=3 k2=1 ent=1.47555 ent1=1.47673 ent2=0 +ig=0.0121168 delta=4.64742 N 111 term 0.102962 +idx: 3 entropy_left: 0 entropy_right : 1.48472 -> 0 110 +idx: 4 entropy_left: 0.811278 entropy_right : 1.48622 -> 0 110 +idx: 5 entropy_left: 0.721928 entropy_right : 1.48882 -> 0 110 +idx: 6 entropy_left: 1.25163 entropy_right : 1.47835 -> 0 110 +idx: 11 entropy_left: 0.865857 entropy_right : 1.48955 -> 0 110 +idx: 15 entropy_left: 1.23096 entropy_right : 1.49843 -> 0 110 +idx: 20 entropy_left: 1.0763 entropy_right : 1.50926 -> 0 110 +idx: 22 entropy_left: 1.14332 entropy_right : 1.51478 -> 0 110 +idx: 24 entropy_left: 1.09948 entropy_right : 1.51848 -> 0 110 +idx: 26 entropy_left: 1.14162 entropy_right : 1.52416 -> 0 110 +idx: 27 entropy_left: 1.12466 entropy_right : 1.52612 -> 0 110 +idx: 28 entropy_left: 1.13928 entropy_right : 1.52887 -> 0 110 +idx: 30 entropy_left: 1.10923 entropy_right : 1.53245 -> 0 110 +idx: 31 entropy_left: 1.12309 entropy_right : 1.53551 -> 0 110 +idx: 33 entropy_left: 1.09614 entropy_right : 1.53831 -> 0 110 +idx: 36 entropy_left: 1.1271 entropy_right : 1.54764 -> 0 110 +idx: 38 entropy_left: 1.10727 entropy_right : 1.55076 -> 0 110 +idx: 39 entropy_left: 1.11501 entropy_right : 1.55391 -> 0 110 +idx: 40 entropy_left: 1.10587 entropy_right : 1.55515 -> 0 110 +idx: 41 entropy_left: 1.1127 entropy_right : 1.5583 -> 0 110 +idx: 42 entropy_left: 1.10431 entropy_right : 1.5594 -> 0 110 +idx: 44 entropy_left: 1.115 entropy_right : 1.56527 -> 0 110 +idx: 46 entropy_left: 1.10094 entropy_right : 1.56733 -> 0 110 +idx: 47 entropy_left: 1.10581 entropy_right : 1.5704 -> 0 110 +idx: 48 entropy_left: 1.1872 entropy_right : 1.56473 -> 0 110 +idx: 54 entropy_left: 1.14052 entropy_right : 1.55666 -> 0 110 +idx: 56 entropy_left: 1.15193 entropy_right : 1.56771 -> 0 110 +idx: 57 entropy_left: 1.14495 entropy_right : 1.56356 -> 0 110 +idx: 60 entropy_left: 1.15668 entropy_right : 1.57758 -> 0 110 +idx: 62 entropy_left: 1.14522 entropy_right : 1.56796 -> 0 110 +idx: 63 entropy_left: 1.14849 entropy_right : 1.57237 -> 0 110 +idx: 64 entropy_left: 1.20362 entropy_right : 1.57209 -> 0 110 +idx: 66 entropy_left: 1.20721 entropy_right : 1.57968 -> 0 110 +idx: 67 entropy_left: 1.20211 entropy_right : 1.57457 -> 0 110 +idx: 68 entropy_left: 1.20348 entropy_right : 1.57741 -> 0 110 +idx: 69 entropy_left: 1.2483 entropy_right : 1.57887 -> 0 110 +idx: 70 entropy_left: 1.24884 entropy_right : 1.58129 -> 0 110 +idx: 72 entropy_left: 1.32074 entropy_right : 1.58103 -> 0 110 +idx: 76 entropy_left: 1.31734 entropy_right : 1.57986 -> 0 110 +idx: 77 entropy_left: 1.34645 entropy_right : 1.58098 -> 0 110 +idx: 78 entropy_left: 1.34261 entropy_right : 1.58354 -> 0 110 +idx: 79 entropy_left: 1.36851 entropy_right : 1.58348 -> 0 110 +idx: 84 entropy_left: 1.34715 entropy_right : 1.54858 -> 0 110 +idx: 85 entropy_left: 1.347 entropy_right : 1.55352 -> 0 110 +idx: 87 entropy_left: 1.33826 entropy_right : 1.49101 -> 0 110 +idx: 90 entropy_left: 1.40118 entropy_right : 1.51289 -> 0 110 +idx: 93 entropy_left: 1.40005 entropy_right : 1.54857 -> 0 110 +idx: 98 entropy_left: 1.47304 entropy_right : 1.45915 -> 0 110 +idx: 100 entropy_left: 1.47122 entropy_right : 1.52193 -> 0 110 +idx: 101 entropy_left: 1.46797 entropy_right : 1.53049 -> 0 110 +idx: 102 entropy_left: 1.47927 entropy_right : 1.40564 -> 0 110 +idx: 105 entropy_left: 1.47569 entropy_right : 1.37095 -> 0 110 +idx: 107 entropy_left: 1.47004 entropy_right : 1.58496 -> 0 110 +idx: 108 entropy_left: 1.48068 entropy_right : 1 -> 0 110 +idx: 109 entropy_left: 1.4795 entropy_right : 0 -> 0 110 +cut: 3.3 index: 109 +start: 0 cut: 109 end: 110 +k=3 k1=3 k2=1 ent=1.47673 ent1=1.4795 ent2=0 +ig=0.0106809 delta=4.65216 N 110 term 0.103821 +idx: 3 entropy_left: 0 entropy_right : 1.48715 -> 0 109 +idx: 4 entropy_left: 0.811278 entropy_right : 1.48882 -> 0 109 +idx: 5 entropy_left: 0.721928 entropy_right : 1.4913 -> 0 109 +idx: 6 entropy_left: 1.25163 entropy_right : 1.48088 -> 0 109 +idx: 11 entropy_left: 0.865857 entropy_right : 1.49129 -> 0 109 +idx: 15 entropy_left: 1.23096 entropy_right : 1.50098 -> 0 109 +idx: 20 entropy_left: 1.0763 entropy_right : 1.51077 -> 0 109 +idx: 22 entropy_left: 1.14332 entropy_right : 1.51676 -> 0 109 +idx: 24 entropy_left: 1.09948 entropy_right : 1.51993 -> 0 109 +idx: 26 entropy_left: 1.14162 entropy_right : 1.52612 -> 0 109 +idx: 27 entropy_left: 1.12466 entropy_right : 1.52779 -> 0 109 +idx: 28 entropy_left: 1.13928 entropy_right : 1.53081 -> 0 109 +idx: 30 entropy_left: 1.10923 entropy_right : 1.53374 -> 0 109 +idx: 31 entropy_left: 1.12309 entropy_right : 1.53709 -> 0 109 +idx: 33 entropy_left: 1.09614 entropy_right : 1.53913 -> 0 109 +idx: 36 entropy_left: 1.1271 entropy_right : 1.54941 -> 0 109 +idx: 38 entropy_left: 1.10727 entropy_right : 1.55165 -> 0 109 +idx: 39 entropy_left: 1.11501 entropy_right : 1.55515 -> 0 109 +idx: 40 entropy_left: 1.10587 entropy_right : 1.55589 -> 0 109 +idx: 41 entropy_left: 1.1127 entropy_right : 1.5594 -> 0 109 +idx: 42 entropy_left: 1.10431 entropy_right : 1.55996 -> 0 109 +idx: 44 entropy_left: 1.115 entropy_right : 1.5666 -> 0 109 +idx: 46 entropy_left: 1.10094 entropy_right : 1.56741 -> 0 109 +idx: 47 entropy_left: 1.10581 entropy_right : 1.5709 -> 0 109 +idx: 48 entropy_left: 1.1872 entropy_right : 1.56553 -> 0 109 +idx: 54 entropy_left: 1.14052 entropy_right : 1.5515 -> 0 109 +idx: 56 entropy_left: 1.15193 entropy_right : 1.56356 -> 0 109 +idx: 57 entropy_left: 1.14495 entropy_right : 1.55793 -> 0 109 +idx: 60 entropy_left: 1.15668 entropy_right : 1.57362 -> 0 109 +idx: 62 entropy_left: 1.14522 entropy_right : 1.56033 -> 0 109 +idx: 63 entropy_left: 1.14849 entropy_right : 1.56534 -> 0 109 +idx: 64 entropy_left: 1.20362 entropy_right : 1.5656 -> 0 109 +idx: 66 entropy_left: 1.20721 entropy_right : 1.57457 -> 0 109 +idx: 67 entropy_left: 1.20211 entropy_right : 1.56715 -> 0 109 +idx: 68 entropy_left: 1.20348 entropy_right : 1.57071 -> 0 109 +idx: 69 entropy_left: 1.2483 entropy_right : 1.57293 -> 0 109 +idx: 70 entropy_left: 1.24884 entropy_right : 1.57618 -> 0 109 +idx: 72 entropy_left: 1.32074 entropy_right : 1.57766 -> 0 109 +idx: 76 entropy_left: 1.31734 entropy_right : 1.58098 -> 0 109 +idx: 77 entropy_left: 1.34645 entropy_right : 1.58354 -> 0 109 +idx: 78 entropy_left: 1.34261 entropy_right : 1.58348 -> 0 109 +idx: 79 entropy_left: 1.36851 entropy_right : 1.58496 -> 0 109 +idx: 84 entropy_left: 1.34715 entropy_right : 1.52193 -> 0 109 +idx: 85 entropy_left: 1.347 entropy_right : 1.52837 -> 0 109 +idx: 87 entropy_left: 1.33826 entropy_right : 1.43655 -> 0 109 +idx: 90 entropy_left: 1.40118 entropy_right : 1.46184 -> 0 109 +idx: 93 entropy_left: 1.40005 entropy_right : 1.50524 -> 0 109 +idx: 98 entropy_left: 1.47304 entropy_right : 1.43537 -> 0 109 +idx: 100 entropy_left: 1.47122 entropy_right : 1.53049 -> 0 109 +idx: 101 entropy_left: 1.46797 entropy_right : 1.5 -> 0 109 +idx: 102 entropy_left: 1.47927 entropy_right : 1.37878 -> 0 109 +idx: 105 entropy_left: 1.47569 entropy_right : 1.5 -> 0 109 +idx: 107 entropy_left: 1.47004 entropy_right : 1 -> 0 109 +idx: 108 entropy_left: 1.48068 entropy_right : 0 -> 0 109 +cut: 3.3 index: 108 +start: 0 cut: 108 end: 109 +k=3 k1=3 k2=1 ent=1.4795 ent1=1.48068 ent2=0 +ig=0.0124054 delta=4.64739 N 109 term 0.104608 +idx: 3 entropy_left: 0 entropy_right : 1.48882 -> 0 108 +idx: 4 entropy_left: 0.811278 entropy_right : 1.49033 -> 0 108 +idx: 5 entropy_left: 0.721928 entropy_right : 1.49297 -> 0 108 +idx: 6 entropy_left: 1.25163 entropy_right : 1.48261 -> 0 108 +idx: 11 entropy_left: 0.865857 entropy_right : 1.49396 -> 0 108 +idx: 15 entropy_left: 1.23096 entropy_right : 1.50295 -> 0 108 +idx: 20 entropy_left: 1.0763 entropy_right : 1.51386 -> 0 108 +idx: 22 entropy_left: 1.14332 entropy_right : 1.51946 -> 0 108 +idx: 24 entropy_left: 1.09948 entropy_right : 1.52313 -> 0 108 +idx: 26 entropy_left: 1.14162 entropy_right : 1.52887 -> 0 108 +idx: 27 entropy_left: 1.12466 entropy_right : 1.53081 -> 0 108 +idx: 28 entropy_left: 1.13928 entropy_right : 1.53359 -> 0 108 +idx: 30 entropy_left: 1.10923 entropy_right : 1.53709 -> 0 108 +idx: 31 entropy_left: 1.12309 entropy_right : 1.54018 -> 0 108 +idx: 33 entropy_left: 1.09614 entropy_right : 1.54283 -> 0 108 +idx: 36 entropy_left: 1.1271 entropy_right : 1.55222 -> 0 108 +idx: 38 entropy_left: 1.10727 entropy_right : 1.55515 -> 0 108 +idx: 39 entropy_left: 1.11501 entropy_right : 1.5583 -> 0 108 +idx: 40 entropy_left: 1.10587 entropy_right : 1.5594 -> 0 108 +idx: 41 entropy_left: 1.1127 entropy_right : 1.56255 -> 0 108 +idx: 42 entropy_left: 1.10431 entropy_right : 1.56348 -> 0 108 +idx: 44 entropy_left: 1.115 entropy_right : 1.56925 -> 0 108 +idx: 46 entropy_left: 1.10094 entropy_right : 1.5709 -> 0 108 +idx: 47 entropy_left: 1.10581 entropy_right : 1.57389 -> 0 108 +idx: 48 entropy_left: 1.1872 entropy_right : 1.56888 -> 0 108 +idx: 54 entropy_left: 1.14052 entropy_right : 1.55775 -> 0 108 +idx: 56 entropy_left: 1.15193 entropy_right : 1.56886 -> 0 108 +idx: 57 entropy_left: 1.14495 entropy_right : 1.56377 -> 0 108 +idx: 60 entropy_left: 1.15668 entropy_right : 1.57743 -> 0 108 +idx: 62 entropy_left: 1.14522 entropy_right : 1.56534 -> 0 108 +idx: 63 entropy_left: 1.14849 entropy_right : 1.56949 -> 0 108 +idx: 64 entropy_left: 1.20362 entropy_right : 1.57057 -> 0 108 +idx: 66 entropy_left: 1.20721 entropy_right : 1.57741 -> 0 108 +idx: 67 entropy_left: 1.20211 entropy_right : 1.57071 -> 0 108 +idx: 68 entropy_left: 1.20348 entropy_right : 1.57293 -> 0 108 +idx: 69 entropy_left: 1.2483 entropy_right : 1.57618 -> 0 108 +idx: 70 entropy_left: 1.24884 entropy_right : 1.57786 -> 0 108 +idx: 72 entropy_left: 1.32074 entropy_right : 1.58162 -> 0 108 +idx: 76 entropy_left: 1.31734 entropy_right : 1.57492 -> 0 108 +idx: 77 entropy_left: 1.34645 entropy_right : 1.57881 -> 0 108 +idx: 78 entropy_left: 1.34261 entropy_right : 1.58015 -> 0 108 +idx: 79 entropy_left: 1.36851 entropy_right : 1.58323 -> 0 108 +idx: 84 entropy_left: 1.34715 entropy_right : 1.52837 -> 0 108 +idx: 85 entropy_left: 1.347 entropy_right : 1.531 -> 0 108 +idx: 87 entropy_left: 1.33826 entropy_right : 1.44117 -> 0 108 +idx: 90 entropy_left: 1.40118 entropy_right : 1.48068 -> 0 108 +idx: 93 entropy_left: 1.40005 entropy_right : 1.50582 -> 0 108 +idx: 98 entropy_left: 1.47304 entropy_right : 1.48548 -> 0 108 +idx: 100 entropy_left: 1.47122 entropy_right : 1.56128 -> 0 108 +idx: 101 entropy_left: 1.46797 entropy_right : 1.55666 -> 0 108 +idx: 102 entropy_left: 1.47927 entropy_right : 1.45915 -> 0 108 +idx: 105 entropy_left: 1.47569 entropy_right : 0.918296 -> 0 108 +idx: 107 entropy_left: 1.47004 entropy_right : 0 -> 0 108 +cut: 3.25 index: 107 +start: 0 cut: 107 end: 108 +k=3 k1=3 k2=1 ent=1.48068 ent1=1.47004 ent2=0 +ig=0.0242509 delta=4.61194 N 108 term 0.105124 +idx: 3 entropy_left: 0 entropy_right : 1.47835 -> 0 107 +idx: 4 entropy_left: 0.811278 entropy_right : 1.4799 -> 0 107 +idx: 5 entropy_left: 0.721928 entropy_right : 1.48261 -> 0 107 +idx: 6 entropy_left: 1.25163 entropy_right : 1.47133 -> 0 107 +idx: 11 entropy_left: 0.865857 entropy_right : 1.48298 -> 0 107 +idx: 15 entropy_left: 1.23096 entropy_right : 1.49225 -> 0 107 +idx: 20 entropy_left: 1.0763 entropy_right : 1.50359 -> 0 107 +idx: 22 entropy_left: 1.14332 entropy_right : 1.50941 -> 0 107 +idx: 24 entropy_left: 1.09948 entropy_right : 1.51329 -> 0 107 +idx: 26 entropy_left: 1.14162 entropy_right : 1.51929 -> 0 107 +idx: 27 entropy_left: 1.12466 entropy_right : 1.52136 -> 0 107 +idx: 28 entropy_left: 1.13928 entropy_right : 1.52429 -> 0 107 +idx: 30 entropy_left: 1.10923 entropy_right : 1.52807 -> 0 107 +idx: 31 entropy_left: 1.12309 entropy_right : 1.53133 -> 0 107 +idx: 33 entropy_left: 1.09614 entropy_right : 1.53429 -> 0 107 +idx: 36 entropy_left: 1.1271 entropy_right : 1.54428 -> 0 107 +idx: 38 entropy_left: 1.10727 entropy_right : 1.54762 -> 0 107 +idx: 39 entropy_left: 1.11501 entropy_right : 1.55102 -> 0 107 +idx: 40 entropy_left: 1.10587 entropy_right : 1.55234 -> 0 107 +idx: 41 entropy_left: 1.1127 entropy_right : 1.55575 -> 0 107 +idx: 42 entropy_left: 1.10431 entropy_right : 1.55693 -> 0 107 +idx: 44 entropy_left: 1.115 entropy_right : 1.5633 -> 0 107 +idx: 46 entropy_left: 1.10094 entropy_right : 1.56553 -> 0 107 +idx: 47 entropy_left: 1.10581 entropy_right : 1.56888 -> 0 107 +idx: 48 entropy_left: 1.1872 entropy_right : 1.56258 -> 0 107 +idx: 54 entropy_left: 1.14052 entropy_right : 1.55342 -> 0 107 +idx: 56 entropy_left: 1.15193 entropy_right : 1.56565 -> 0 107 +idx: 57 entropy_left: 1.14495 entropy_right : 1.56096 -> 0 107 +idx: 60 entropy_left: 1.15668 entropy_right : 1.57661 -> 0 107 +idx: 62 entropy_left: 1.14522 entropy_right : 1.5656 -> 0 107 +idx: 63 entropy_left: 1.14849 entropy_right : 1.57057 -> 0 107 +idx: 64 entropy_left: 1.20362 entropy_right : 1.57023 -> 0 107 +idx: 66 entropy_left: 1.20721 entropy_right : 1.57887 -> 0 107 +idx: 67 entropy_left: 1.20211 entropy_right : 1.57293 -> 0 107 +idx: 68 entropy_left: 1.20348 entropy_right : 1.57618 -> 0 107 +idx: 69 entropy_left: 1.2483 entropy_right : 1.57786 -> 0 107 +idx: 70 entropy_left: 1.24884 entropy_right : 1.58066 -> 0 107 +idx: 72 entropy_left: 1.32074 entropy_right : 1.58033 -> 0 107 +idx: 76 entropy_left: 1.31734 entropy_right : 1.57881 -> 0 107 +idx: 77 entropy_left: 1.34645 entropy_right : 1.58015 -> 0 107 +idx: 78 entropy_left: 1.34261 entropy_right : 1.58323 -> 0 107 +idx: 79 entropy_left: 1.36851 entropy_right : 1.58314 -> 0 107 +idx: 84 entropy_left: 1.34715 entropy_right : 1.53798 -> 0 107 +idx: 85 entropy_left: 1.347 entropy_right : 1.54402 -> 0 107 +idx: 87 entropy_left: 1.33826 entropy_right : 1.45772 -> 0 107 +idx: 90 entropy_left: 1.40118 entropy_right : 1.48366 -> 0 107 +idx: 93 entropy_left: 1.40005 entropy_right : 1.53062 -> 0 107 +idx: 98 entropy_left: 1.47304 entropy_right : 1.35164 -> 0 107 +idx: 100 entropy_left: 1.47122 entropy_right : 1.44882 -> 0 107 +idx: 101 entropy_left: 1.46797 entropy_right : 1.45915 -> 0 107 +idx: 102 entropy_left: 1.47927 entropy_right : 0.970951 -> 0 107 +idx: 105 entropy_left: 1.47569 entropy_right : 0 -> 0 107 +cut: 3.2 index: 105 +start: 0 cut: 105 end: 107 +k=3 k1=3 k2=1 ent=1.47004 ent1=1.47569 ent2=0 +ig=0.021933 delta=4.66081 N 107 term 0.106437 +idx: 3 entropy_left: 0 entropy_right : 1.48327 -> 0 105 +idx: 4 entropy_left: 0.811278 entropy_right : 1.48518 -> 0 105 +idx: 5 entropy_left: 0.721928 entropy_right : 1.48762 -> 0 105 +idx: 6 entropy_left: 1.25163 entropy_right : 1.47646 -> 0 105 +idx: 11 entropy_left: 0.865857 entropy_right : 1.4864 -> 0 105 +idx: 15 entropy_left: 1.23096 entropy_right : 1.49741 -> 0 105 +idx: 20 entropy_left: 1.0763 entropy_right : 1.50645 -> 0 105 +idx: 22 entropy_left: 1.14332 entropy_right : 1.51329 -> 0 105 +idx: 24 entropy_left: 1.09948 entropy_right : 1.516 -> 0 105 +idx: 26 entropy_left: 1.14162 entropy_right : 1.52313 -> 0 105 +idx: 27 entropy_left: 1.12466 entropy_right : 1.52455 -> 0 105 +idx: 28 entropy_left: 1.13928 entropy_right : 1.52807 -> 0 105 +idx: 30 entropy_left: 1.10923 entropy_right : 1.53039 -> 0 105 +idx: 31 entropy_left: 1.12309 entropy_right : 1.53429 -> 0 105 +idx: 33 entropy_left: 1.09614 entropy_right : 1.53553 -> 0 105 +idx: 36 entropy_left: 1.1271 entropy_right : 1.54762 -> 0 105 +idx: 38 entropy_left: 1.10727 entropy_right : 1.54896 -> 0 105 +idx: 39 entropy_left: 1.11501 entropy_right : 1.55312 -> 0 105 +idx: 40 entropy_left: 1.10587 entropy_right : 1.5533 -> 0 105 +idx: 41 entropy_left: 1.1127 entropy_right : 1.55752 -> 0 105 +idx: 42 entropy_left: 1.10431 entropy_right : 1.55744 -> 0 105 +idx: 44 entropy_left: 1.115 entropy_right : 1.56553 -> 0 105 +idx: 46 entropy_left: 1.10094 entropy_right : 1.56485 -> 0 105 +idx: 47 entropy_left: 1.10581 entropy_right : 1.56914 -> 0 105 +idx: 48 entropy_left: 1.1872 entropy_right : 1.56349 -> 0 105 +idx: 54 entropy_left: 1.14052 entropy_right : 1.54005 -> 0 105 +idx: 56 entropy_left: 1.15193 entropy_right : 1.55455 -> 0 105 +idx: 57 entropy_left: 1.14495 entropy_right : 1.54618 -> 0 105 +idx: 60 entropy_left: 1.15668 entropy_right : 1.5656 -> 0 105 +idx: 62 entropy_left: 1.14522 entropy_right : 1.5453 -> 0 105 +idx: 63 entropy_left: 1.14849 entropy_right : 1.55161 -> 0 105 +idx: 64 entropy_left: 1.20362 entropy_right : 1.55245 -> 0 105 +idx: 66 entropy_left: 1.20721 entropy_right : 1.56423 -> 0 105 +idx: 67 entropy_left: 1.20211 entropy_right : 1.55225 -> 0 105 +idx: 68 entropy_left: 1.20348 entropy_right : 1.55715 -> 0 105 +idx: 69 entropy_left: 1.2483 entropy_right : 1.56054 -> 0 105 +idx: 70 entropy_left: 1.24884 entropy_right : 1.56526 -> 0 105 +idx: 72 entropy_left: 1.32074 entropy_right : 1.56898 -> 0 105 +idx: 76 entropy_left: 1.31734 entropy_right : 1.57824 -> 0 105 +idx: 77 entropy_left: 1.34645 entropy_right : 1.58314 -> 0 105 +idx: 78 entropy_left: 1.34261 entropy_right : 1.57901 -> 0 105 +idx: 79 entropy_left: 1.36851 entropy_right : 1.5828 -> 0 105 +idx: 84 entropy_left: 1.34715 entropy_right : 1.44882 -> 0 105 +idx: 85 entropy_left: 1.347 entropy_right : 1.45772 -> 0 105 +idx: 87 entropy_left: 1.33826 entropy_right : 1.25163 -> 0 105 +idx: 90 entropy_left: 1.40118 entropy_right : 1.27291 -> 0 105 +idx: 93 entropy_left: 1.40005 entropy_right : 1.32501 -> 0 105 +idx: 98 entropy_left: 1.47304 entropy_right : 1.14883 -> 0 105 +idx: 100 entropy_left: 1.47122 entropy_right : 1.37095 -> 0 105 +idx: 101 entropy_left: 1.46797 entropy_right : 0.811278 -> 0 105 +idx: 102 entropy_left: 1.47927 entropy_right : 0 -> 0 105 +cut: 3.2 index: 102 +start: 0 cut: 102 end: 105 +k=3 k1=3 k2=1 ent=1.47569 ent1=1.47927 ent2=0 +ig=0.0386835 delta=4.6546 N 105 term 0.108143 +idx: 3 entropy_left: 0 entropy_right : 1.48848 -> 0 102 +idx: 4 entropy_left: 0.811278 entropy_right : 1.48984 -> 0 102 +idx: 5 entropy_left: 0.721928 entropy_right : 1.49285 -> 0 102 +idx: 6 entropy_left: 1.25163 entropy_right : 1.48185 -> 0 102 +idx: 11 entropy_left: 0.865857 entropy_right : 1.49493 -> 0 102 +idx: 15 entropy_left: 1.23096 entropy_right : 1.50359 -> 0 102 +idx: 20 entropy_left: 1.0763 entropy_right : 1.51641 -> 0 102 +idx: 22 entropy_left: 1.14332 entropy_right : 1.52193 -> 0 102 +idx: 24 entropy_left: 1.09948 entropy_right : 1.52634 -> 0 102 +idx: 26 entropy_left: 1.14162 entropy_right : 1.53196 -> 0 102 +idx: 27 entropy_left: 1.12466 entropy_right : 1.53431 -> 0 102 +idx: 28 entropy_left: 1.13928 entropy_right : 1.53698 -> 0 102 +idx: 30 entropy_left: 1.10923 entropy_right : 1.54127 -> 0 102 +idx: 31 entropy_left: 1.12309 entropy_right : 1.54428 -> 0 102 +idx: 33 entropy_left: 1.09614 entropy_right : 1.54762 -> 0 102 +idx: 36 entropy_left: 1.1271 entropy_right : 1.55662 -> 0 102 +idx: 38 entropy_left: 1.10727 entropy_right : 1.56034 -> 0 102 +idx: 39 entropy_left: 1.11501 entropy_right : 1.5633 -> 0 102 +idx: 40 entropy_left: 1.10587 entropy_right : 1.56473 -> 0 102 +idx: 41 entropy_left: 1.1127 entropy_right : 1.56763 -> 0 102 +idx: 42 entropy_left: 1.10431 entropy_right : 1.56888 -> 0 102 +idx: 44 entropy_left: 1.115 entropy_right : 1.57389 -> 0 102 +idx: 46 entropy_left: 1.10094 entropy_right : 1.57612 -> 0 102 +idx: 47 entropy_left: 1.10581 entropy_right : 1.57865 -> 0 102 +idx: 48 entropy_left: 1.1872 entropy_right : 1.57428 -> 0 102 +idx: 54 entropy_left: 1.14052 entropy_right : 1.56105 -> 0 102 +idx: 56 entropy_left: 1.15193 entropy_right : 1.57209 -> 0 102 +idx: 57 entropy_left: 1.14495 entropy_right : 1.5656 -> 0 102 +idx: 60 entropy_left: 1.15668 entropy_right : 1.57741 -> 0 102 +idx: 62 entropy_left: 1.14522 entropy_right : 1.56128 -> 0 102 +idx: 63 entropy_left: 1.14849 entropy_right : 1.56423 -> 0 102 +idx: 64 entropy_left: 1.20362 entropy_right : 1.56832 -> 0 102 +idx: 66 entropy_left: 1.20721 entropy_right : 1.57154 -> 0 102 +idx: 67 entropy_left: 1.20211 entropy_right : 1.56209 -> 0 102 +idx: 68 entropy_left: 1.20348 entropy_right : 1.5614 -> 0 102 +idx: 69 entropy_left: 1.2483 entropy_right : 1.56898 -> 0 102 +idx: 70 entropy_left: 1.24884 entropy_right : 1.56705 -> 0 102 +idx: 72 entropy_left: 1.32074 entropy_right : 1.58015 -> 0 102 +idx: 76 entropy_left: 1.31734 entropy_right : 1.54302 -> 0 102 +idx: 77 entropy_left: 1.34645 entropy_right : 1.55352 -> 0 102 +idx: 78 entropy_left: 1.34261 entropy_right : 1.55459 -> 0 102 +idx: 79 entropy_left: 1.36851 entropy_right : 1.56534 -> 0 102 +idx: 84 entropy_left: 1.34715 entropy_right : 1.45915 -> 0 102 +idx: 85 entropy_left: 1.347 entropy_right : 1.44665 -> 0 102 +idx: 87 entropy_left: 1.33826 entropy_right : 1.23096 -> 0 102 +idx: 90 entropy_left: 1.40118 entropy_right : 1.32501 -> 0 102 +idx: 93 entropy_left: 1.40005 entropy_right : 1.22439 -> 0 102 +idx: 98 entropy_left: 1.47304 entropy_right : 1.5 -> 0 102 +idx: 100 entropy_left: 1.47122 entropy_right : 1 -> 0 102 +idx: 101 entropy_left: 1.46797 entropy_right : 0 -> 0 102 +cut: 3.2 index: 101 +start: 0 cut: 101 end: 102 +k=3 k1=3 k2=1 ent=1.47927 ent1=1.46797 ent2=0 +ig=0.0256976 delta=4.60994 N 102 term 0.110472 +idx: 3 entropy_left: 0 entropy_right : 1.47736 -> 0 101 +idx: 4 entropy_left: 0.811278 entropy_right : 1.47877 -> 0 101 +idx: 5 entropy_left: 0.721928 entropy_right : 1.48185 -> 0 101 +idx: 6 entropy_left: 1.25163 entropy_right : 1.46984 -> 0 101 +idx: 11 entropy_left: 0.865857 entropy_right : 1.48325 -> 0 101 +idx: 15 entropy_left: 1.23096 entropy_right : 1.49223 -> 0 101 +idx: 20 entropy_left: 1.0763 entropy_right : 1.50556 -> 0 101 +idx: 22 entropy_left: 1.14332 entropy_right : 1.51133 -> 0 101 +idx: 24 entropy_left: 1.09948 entropy_right : 1.51601 -> 0 101 +idx: 26 entropy_left: 1.14162 entropy_right : 1.52193 -> 0 101 +idx: 27 entropy_left: 1.12466 entropy_right : 1.52443 -> 0 101 +idx: 28 entropy_left: 1.13928 entropy_right : 1.52727 -> 0 101 +idx: 30 entropy_left: 1.10923 entropy_right : 1.53191 -> 0 101 +idx: 31 entropy_left: 1.12309 entropy_right : 1.53512 -> 0 101 +idx: 33 entropy_left: 1.09614 entropy_right : 1.53885 -> 0 101 +idx: 36 entropy_left: 1.1271 entropy_right : 1.54858 -> 0 101 +idx: 38 entropy_left: 1.10727 entropy_right : 1.55281 -> 0 101 +idx: 39 entropy_left: 1.11501 entropy_right : 1.55606 -> 0 101 +idx: 40 entropy_left: 1.10587 entropy_right : 1.55779 -> 0 101 +idx: 41 entropy_left: 1.1127 entropy_right : 1.56101 -> 0 101 +idx: 42 entropy_left: 1.10431 entropy_right : 1.56258 -> 0 101 +idx: 44 entropy_left: 1.115 entropy_right : 1.56832 -> 0 101 +idx: 46 entropy_left: 1.10094 entropy_right : 1.57131 -> 0 101 +idx: 47 entropy_left: 1.10581 entropy_right : 1.57428 -> 0 101 +idx: 48 entropy_left: 1.1872 entropy_right : 1.56845 -> 0 101 +idx: 54 entropy_left: 1.14052 entropy_right : 1.55784 -> 0 101 +idx: 56 entropy_left: 1.15193 entropy_right : 1.57036 -> 0 101 +idx: 57 entropy_left: 1.14495 entropy_right : 1.5644 -> 0 101 +idx: 60 entropy_left: 1.15668 entropy_right : 1.57887 -> 0 101 +idx: 62 entropy_left: 1.14522 entropy_right : 1.56423 -> 0 101 +idx: 63 entropy_left: 1.14849 entropy_right : 1.56832 -> 0 101 +idx: 64 entropy_left: 1.20362 entropy_right : 1.57086 -> 0 101 +idx: 66 entropy_left: 1.20721 entropy_right : 1.57658 -> 0 101 +idx: 67 entropy_left: 1.20211 entropy_right : 1.56821 -> 0 101 +idx: 68 entropy_left: 1.20348 entropy_right : 1.56898 -> 0 101 +idx: 69 entropy_left: 1.2483 entropy_right : 1.57492 -> 0 101 +idx: 70 entropy_left: 1.24884 entropy_right : 1.57458 -> 0 101 +idx: 72 entropy_left: 1.32074 entropy_right : 1.58323 -> 0 101 +idx: 76 entropy_left: 1.31734 entropy_right : 1.55352 -> 0 101 +idx: 77 entropy_left: 1.34645 entropy_right : 1.56128 -> 0 101 +idx: 78 entropy_left: 1.34261 entropy_right : 1.56534 -> 0 101 +idx: 79 entropy_left: 1.36851 entropy_right : 1.57262 -> 0 101 +idx: 84 entropy_left: 1.34715 entropy_right : 1.48366 -> 0 101 +idx: 85 entropy_left: 1.347 entropy_right : 1.47722 -> 0 101 +idx: 87 entropy_left: 1.33826 entropy_right : 1.26381 -> 0 101 +idx: 90 entropy_left: 1.40118 entropy_right : 1.34859 -> 0 101 +idx: 93 entropy_left: 1.40005 entropy_right : 1.29879 -> 0 101 +idx: 98 entropy_left: 1.47304 entropy_right : 0.918296 -> 0 101 +idx: 100 entropy_left: 1.47122 entropy_right : 0 -> 0 101 +cut: 3.2 index: 100 +start: 0 cut: 100 end: 101 +k=3 k1=3 k2=1 ent=1.46797 ent1=1.47122 ent2=0 +ig=0.0113194 delta=4.6536 N 101 term 0.111856 +idx: 3 entropy_left: 0 entropy_right : 1.48024 -> 0 100 +idx: 4 entropy_left: 0.811278 entropy_right : 1.48185 -> 0 100 +idx: 5 entropy_left: 0.721928 entropy_right : 1.48479 -> 0 100 +idx: 6 entropy_left: 1.25163 entropy_right : 1.47284 -> 0 100 +idx: 11 entropy_left: 0.865857 entropy_right : 1.48537 -> 0 100 +idx: 15 entropy_left: 1.23096 entropy_right : 1.49534 -> 0 100 +idx: 20 entropy_left: 1.0763 entropy_right : 1.50746 -> 0 100 +idx: 22 entropy_left: 1.14332 entropy_right : 1.51382 -> 0 100 +idx: 24 entropy_left: 1.09948 entropy_right : 1.51786 -> 0 100 +idx: 26 entropy_left: 1.14162 entropy_right : 1.52443 -> 0 100 +idx: 27 entropy_left: 1.12466 entropy_right : 1.52659 -> 0 100 +idx: 28 entropy_left: 1.13928 entropy_right : 1.52978 -> 0 100 +idx: 30 entropy_left: 1.10923 entropy_right : 1.53362 -> 0 100 +idx: 31 entropy_left: 1.12309 entropy_right : 1.53721 -> 0 100 +idx: 33 entropy_left: 1.09614 entropy_right : 1.53999 -> 0 100 +idx: 36 entropy_left: 1.1271 entropy_right : 1.55096 -> 0 100 +idx: 38 entropy_left: 1.10727 entropy_right : 1.55408 -> 0 100 +idx: 39 entropy_left: 1.11501 entropy_right : 1.55779 -> 0 100 +idx: 40 entropy_left: 1.10587 entropy_right : 1.55887 -> 0 100 +idx: 41 entropy_left: 1.1127 entropy_right : 1.56258 -> 0 100 +idx: 42 entropy_left: 1.10431 entropy_right : 1.56343 -> 0 100 +idx: 44 entropy_left: 1.115 entropy_right : 1.5702 -> 0 100 +idx: 46 entropy_left: 1.10094 entropy_right : 1.57154 -> 0 100 +idx: 47 entropy_left: 1.10581 entropy_right : 1.57508 -> 0 100 +idx: 48 entropy_left: 1.1872 entropy_right : 1.56967 -> 0 100 +idx: 54 entropy_left: 1.14052 entropy_right : 1.55049 -> 0 100 +idx: 56 entropy_left: 1.15193 entropy_right : 1.5644 -> 0 100 +idx: 57 entropy_left: 1.14495 entropy_right : 1.55614 -> 0 100 +idx: 60 entropy_left: 1.15668 entropy_right : 1.57293 -> 0 100 +idx: 62 entropy_left: 1.14522 entropy_right : 1.55225 -> 0 100 +idx: 63 entropy_left: 1.14849 entropy_right : 1.55715 -> 0 100 +idx: 64 entropy_left: 1.20362 entropy_right : 1.56054 -> 0 100 +idx: 66 entropy_left: 1.20721 entropy_right : 1.56821 -> 0 100 +idx: 67 entropy_left: 1.20211 entropy_right : 1.55575 -> 0 100 +idx: 68 entropy_left: 1.20348 entropy_right : 1.55752 -> 0 100 +idx: 69 entropy_left: 1.2483 entropy_right : 1.56473 -> 0 100 +idx: 70 entropy_left: 1.24884 entropy_right : 1.5656 -> 0 100 +idx: 72 entropy_left: 1.32074 entropy_right : 1.57741 -> 0 100 +idx: 76 entropy_left: 1.31734 entropy_right : 1.55459 -> 0 100 +idx: 77 entropy_left: 1.34645 entropy_right : 1.56534 -> 0 100 +idx: 78 entropy_left: 1.34261 entropy_right : 1.5644 -> 0 100 +idx: 79 entropy_left: 1.36851 entropy_right : 1.57511 -> 0 100 +idx: 84 entropy_left: 1.34715 entropy_right : 1.40564 -> 0 100 +idx: 85 entropy_left: 1.347 entropy_right : 1.39958 -> 0 100 +idx: 87 entropy_left: 1.33826 entropy_right : 0.961237 -> 0 100 +idx: 90 entropy_left: 1.40118 entropy_right : 1 -> 0 100 +idx: 93 entropy_left: 1.40005 entropy_right : 0.863121 -> 0 100 +idx: 98 entropy_left: 1.47304 entropy_right : 0 -> 0 100 +cut: 3.2 index: 98 +start: 0 cut: 98 end: 100 +k=3 k1=3 k2=1 ent=1.47122 ent1=1.47304 ent2=0 +ig=0.0276315 delta=4.64934 N 100 term 0.112787 +idx: 3 entropy_left: 0 entropy_right : 1.48325 -> 0 98 +idx: 4 entropy_left: 0.811278 entropy_right : 1.48443 -> 0 98 +idx: 5 entropy_left: 0.721928 entropy_right : 1.48779 -> 0 98 +idx: 6 entropy_left: 1.25163 entropy_right : 1.47595 -> 0 98 +idx: 11 entropy_left: 0.865857 entropy_right : 1.49078 -> 0 98 +idx: 15 entropy_left: 1.23096 entropy_right : 1.49889 -> 0 98 +idx: 20 entropy_left: 1.0763 entropy_right : 1.51382 -> 0 98 +idx: 22 entropy_left: 1.14332 entropy_right : 1.51911 -> 0 98 +idx: 24 entropy_left: 1.09948 entropy_right : 1.52443 -> 0 98 +idx: 26 entropy_left: 1.14162 entropy_right : 1.52978 -> 0 98 +idx: 27 entropy_left: 1.12466 entropy_right : 1.53263 -> 0 98 +idx: 28 entropy_left: 1.13928 entropy_right : 1.53512 -> 0 98 +idx: 30 entropy_left: 1.10923 entropy_right : 1.54045 -> 0 98 +idx: 31 entropy_left: 1.12309 entropy_right : 1.54331 -> 0 98 +idx: 33 entropy_left: 1.09614 entropy_right : 1.54769 -> 0 98 +idx: 36 entropy_left: 1.1271 entropy_right : 1.55606 -> 0 98 +idx: 38 entropy_left: 1.10727 entropy_right : 1.56101 -> 0 98 +idx: 39 entropy_left: 1.11501 entropy_right : 1.56369 -> 0 98 +idx: 40 entropy_left: 1.10587 entropy_right : 1.56575 -> 0 98 +idx: 41 entropy_left: 1.1127 entropy_right : 1.56832 -> 0 98 +idx: 42 entropy_left: 1.10431 entropy_right : 1.5702 -> 0 98 +idx: 44 entropy_left: 1.115 entropy_right : 1.57428 -> 0 98 +idx: 46 entropy_left: 1.10094 entropy_right : 1.57789 -> 0 98 +idx: 47 entropy_left: 1.10581 entropy_right : 1.57986 -> 0 98 +idx: 48 entropy_left: 1.1872 entropy_right : 1.57545 -> 0 98 +idx: 54 entropy_left: 1.14052 entropy_right : 1.5644 -> 0 98 +idx: 56 entropy_left: 1.15193 entropy_right : 1.57511 -> 0 98 +idx: 57 entropy_left: 1.14495 entropy_right : 1.56836 -> 0 98 +idx: 60 entropy_left: 1.15668 entropy_right : 1.57786 -> 0 98 +idx: 62 entropy_left: 1.14522 entropy_right : 1.56054 -> 0 98 +idx: 63 entropy_left: 1.14849 entropy_right : 1.56209 -> 0 98 +idx: 64 entropy_left: 1.20362 entropy_right : 1.56821 -> 0 98 +idx: 66 entropy_left: 1.20721 entropy_right : 1.56705 -> 0 98 +idx: 67 entropy_left: 1.20211 entropy_right : 1.55662 -> 0 98 +idx: 68 entropy_left: 1.20348 entropy_right : 1.55239 -> 0 98 +idx: 69 entropy_left: 1.2483 entropy_right : 1.56319 -> 0 98 +idx: 70 entropy_left: 1.24884 entropy_right : 1.55666 -> 0 98 +idx: 72 entropy_left: 1.32074 entropy_right : 1.57662 -> 0 98 +idx: 76 entropy_left: 1.31734 entropy_right : 1.49492 -> 0 98 +idx: 77 entropy_left: 1.34645 entropy_right : 1.50997 -> 0 98 +idx: 78 entropy_left: 1.34261 entropy_right : 1.51289 -> 0 98 +idx: 79 entropy_left: 1.36851 entropy_right : 1.52943 -> 0 98 +idx: 84 entropy_left: 1.34715 entropy_right : 1.37878 -> 0 98 +idx: 85 entropy_left: 1.347 entropy_right : 1.33468 -> 0 98 +idx: 87 entropy_left: 1.33826 entropy_right : 0.845351 -> 0 98 +idx: 90 entropy_left: 1.40118 entropy_right : 0.954434 -> 0 98 +idx: 93 entropy_left: 1.40005 entropy_right : 0 -> 0 98 +cut: 3.1 index: 93 +start: 0 cut: 93 end: 98 +k=3 k1=3 k2=1 ent=1.47304 ent1=1.40005 ent2=0 +ig=0.144424 delta=4.42488 N 98 term 0.112498 +¡Ding! 3.1 93 +idx: 3 entropy_left: 0 entropy_right : 1.41095 -> 0 93 +idx: 4 entropy_left: 0.811278 entropy_right : 1.41227 -> 0 93 +idx: 5 entropy_left: 0.721928 entropy_right : 1.4159 -> 0 93 +idx: 6 entropy_left: 1.25163 entropy_right : 1.39701 -> 0 93 +idx: 11 entropy_left: 0.865857 entropy_right : 1.41299 -> 0 93 +idx: 15 entropy_left: 1.23096 entropy_right : 1.42211 -> 0 93 +idx: 20 entropy_left: 1.0763 entropy_right : 1.43915 -> 0 93 +idx: 22 entropy_left: 1.14332 entropy_right : 1.44544 -> 0 93 +idx: 24 entropy_left: 1.09948 entropy_right : 1.45189 -> 0 93 +idx: 26 entropy_left: 1.14162 entropy_right : 1.45853 -> 0 93 +idx: 27 entropy_left: 1.12466 entropy_right : 1.4621 -> 0 93 +idx: 28 entropy_left: 1.13928 entropy_right : 1.46533 -> 0 93 +idx: 30 entropy_left: 1.10923 entropy_right : 1.47232 -> 0 93 +idx: 31 entropy_left: 1.12309 entropy_right : 1.4761 -> 0 93 +idx: 33 entropy_left: 1.09614 entropy_right : 1.48239 -> 0 93 +idx: 36 entropy_left: 1.1271 entropy_right : 1.49429 -> 0 93 +idx: 38 entropy_left: 1.10727 entropy_right : 1.50193 -> 0 93 +idx: 39 entropy_left: 1.11501 entropy_right : 1.5061 -> 0 93 +idx: 40 entropy_left: 1.10587 entropy_right : 1.5097 -> 0 93 +idx: 41 entropy_left: 1.1127 entropy_right : 1.51397 -> 0 93 +idx: 42 entropy_left: 1.10431 entropy_right : 1.51759 -> 0 93 +idx: 44 entropy_left: 1.115 entropy_right : 1.52556 -> 0 93 +idx: 46 entropy_left: 1.10094 entropy_right : 1.53356 -> 0 93 +idx: 47 entropy_left: 1.10581 entropy_right : 1.53798 -> 0 93 +idx: 48 entropy_left: 1.1872 entropy_right : 1.52193 -> 0 93 +idx: 54 entropy_left: 1.14052 entropy_right : 1.52623 -> 0 93 +idx: 56 entropy_left: 1.15193 entropy_right : 1.54597 -> 0 93 +idx: 57 entropy_left: 1.14495 entropy_right : 1.54262 -> 0 93 +idx: 60 entropy_left: 1.15668 entropy_right : 1.56898 -> 0 93 +idx: 62 entropy_left: 1.14522 entropy_right : 1.5618 -> 0 93 +idx: 63 entropy_left: 1.14849 entropy_right : 1.57095 -> 0 93 +idx: 64 entropy_left: 1.20362 entropy_right : 1.56319 -> 0 93 +idx: 66 entropy_left: 1.20721 entropy_right : 1.57901 -> 0 93 +idx: 67 entropy_left: 1.20211 entropy_right : 1.57662 -> 0 93 +idx: 68 entropy_left: 1.20348 entropy_right : 1.58268 -> 0 93 +idx: 69 entropy_left: 1.2483 entropy_right : 1.57743 -> 0 93 +idx: 70 entropy_left: 1.24884 entropy_right : 1.58219 -> 0 93 +idx: 72 entropy_left: 1.32074 entropy_right : 1.55376 -> 0 93 +idx: 76 entropy_left: 1.31734 entropy_right : 1.52219 -> 0 93 +idx: 77 entropy_left: 1.34645 entropy_right : 1.5 -> 0 93 +idx: 78 entropy_left: 1.34261 entropy_right : 1.53012 -> 0 93 +idx: 79 entropy_left: 1.36851 entropy_right : 1.49261 -> 0 93 +idx: 84 entropy_left: 1.34715 entropy_right : 1.53049 -> 0 93 +idx: 85 entropy_left: 1.347 entropy_right : 1.56128 -> 0 93 +idx: 87 entropy_left: 1.33826 entropy_right : 1 -> 0 93 +idx: 90 entropy_left: 1.40118 entropy_right : 0 -> 0 93 +cut: 3.1 index: 90 +start: 0 cut: 90 end: 93 +k=3 k1=3 k2=1 ent=1.40005 ent1=1.40118 ent2=0 +ig=0.0440748 delta=4.64723 N 93 term 0.120116 +idx: 3 entropy_left: 0 entropy_right : 1.41415 -> 0 90 +idx: 4 entropy_left: 0.811278 entropy_right : 1.41468 -> 0 90 +idx: 5 entropy_left: 0.721928 entropy_right : 1.41906 -> 0 90 +idx: 6 entropy_left: 1.25163 entropy_right : 1.40013 -> 0 90 +idx: 11 entropy_left: 0.865857 entropy_right : 1.42022 -> 0 90 +idx: 15 entropy_left: 1.23096 entropy_right : 1.42591 -> 0 90 +idx: 20 entropy_left: 1.0763 entropy_right : 1.44813 -> 0 90 +idx: 22 entropy_left: 1.14332 entropy_right : 1.45244 -> 0 90 +idx: 24 entropy_left: 1.09948 entropy_right : 1.46132 -> 0 90 +idx: 26 entropy_left: 1.14162 entropy_right : 1.46567 -> 0 90 +idx: 27 entropy_left: 1.12466 entropy_right : 1.47059 -> 0 90 +idx: 28 entropy_left: 1.13928 entropy_right : 1.47251 -> 0 90 +idx: 30 entropy_left: 1.10923 entropy_right : 1.48239 -> 0 90 +idx: 31 entropy_left: 1.12309 entropy_right : 1.4848 -> 0 90 +idx: 33 entropy_left: 1.09614 entropy_right : 1.49429 -> 0 90 +idx: 36 entropy_left: 1.1271 entropy_right : 1.50124 -> 0 90 +idx: 38 entropy_left: 1.10727 entropy_right : 1.51264 -> 0 90 +idx: 39 entropy_left: 1.11501 entropy_right : 1.51483 -> 0 90 +idx: 40 entropy_left: 1.10587 entropy_right : 1.52048 -> 0 90 +idx: 41 entropy_left: 1.1127 entropy_right : 1.52253 -> 0 90 +idx: 42 entropy_left: 1.10431 entropy_right : 1.52837 -> 0 90 +idx: 44 entropy_left: 1.115 entropy_right : 1.531 -> 0 90 +idx: 46 entropy_left: 1.10094 entropy_right : 1.54402 -> 0 90 +idx: 47 entropy_left: 1.10581 entropy_right : 1.5453 -> 0 90 +idx: 48 entropy_left: 1.1872 entropy_right : 1.53062 -> 0 90 +idx: 54 entropy_left: 1.14052 entropy_right : 1.55459 -> 0 90 +idx: 56 entropy_left: 1.15193 entropy_right : 1.56821 -> 0 90 +idx: 57 entropy_left: 1.14495 entropy_right : 1.56898 -> 0 90 +idx: 60 entropy_left: 1.15668 entropy_right : 1.58015 -> 0 90 +idx: 62 entropy_left: 1.14522 entropy_right : 1.58314 -> 0 90 +idx: 63 entropy_left: 1.14849 entropy_right : 1.58496 -> 0 90 +idx: 64 entropy_left: 1.20362 entropy_right : 1.5828 -> 0 90 +idx: 66 entropy_left: 1.20721 entropy_right : 1.57743 -> 0 90 +idx: 67 entropy_left: 1.20211 entropy_right : 1.58219 -> 0 90 +idx: 68 entropy_left: 1.20348 entropy_right : 1.57262 -> 0 90 +idx: 69 entropy_left: 1.2483 entropy_right : 1.57511 -> 0 90 +idx: 70 entropy_left: 1.24884 entropy_right : 1.55887 -> 0 90 +idx: 72 entropy_left: 1.32074 entropy_right : 1.54663 -> 0 90 +idx: 76 entropy_left: 1.31734 entropy_right : 1.26381 -> 0 90 +idx: 77 entropy_left: 1.34645 entropy_right : 1.2389 -> 0 90 +idx: 78 entropy_left: 1.34261 entropy_right : 1.28067 -> 0 90 +idx: 79 entropy_left: 1.36851 entropy_right : 1.24067 -> 0 90 +idx: 84 entropy_left: 1.34715 entropy_right : 1.45915 -> 0 90 +idx: 85 entropy_left: 1.347 entropy_right : 0.970951 -> 0 90 +idx: 87 entropy_left: 1.33826 entropy_right : 0 -> 0 90 +cut: 3.1 index: 87 +start: 0 cut: 87 end: 90 +k=3 k1=3 k2=1 ent=1.40118 ent1=1.33826 ent2=0 +ig=0.107522 delta=4.45512 N 90 term 0.121454 +idx: 3 entropy_left: 0 entropy_right : 1.35123 -> 0 87 +idx: 4 entropy_left: 0.811278 entropy_right : 1.35164 -> 0 87 +idx: 5 entropy_left: 0.721928 entropy_right : 1.35603 -> 0 87 +idx: 6 entropy_left: 1.25163 entropy_right : 1.33027 -> 0 87 +idx: 11 entropy_left: 0.865857 entropy_right : 1.35011 -> 0 87 +idx: 15 entropy_left: 1.23096 entropy_right : 1.35534 -> 0 87 +idx: 20 entropy_left: 1.0763 entropy_right : 1.37784 -> 0 87 +idx: 22 entropy_left: 1.14332 entropy_right : 1.38216 -> 0 87 +idx: 24 entropy_left: 1.09948 entropy_right : 1.39133 -> 0 87 +idx: 26 entropy_left: 1.14162 entropy_right : 1.39583 -> 0 87 +idx: 27 entropy_left: 1.12466 entropy_right : 1.40099 -> 0 87 +idx: 28 entropy_left: 1.13928 entropy_right : 1.40304 -> 0 87 +idx: 30 entropy_left: 1.10923 entropy_right : 1.41356 -> 0 87 +idx: 31 entropy_left: 1.12309 entropy_right : 1.4162 -> 0 87 +idx: 33 entropy_left: 1.09614 entropy_right : 1.42651 -> 0 87 +idx: 36 entropy_left: 1.1271 entropy_right : 1.4346 -> 0 87 +idx: 38 entropy_left: 1.10727 entropy_right : 1.44741 -> 0 87 +idx: 39 entropy_left: 1.11501 entropy_right : 1.45018 -> 0 87 +idx: 40 entropy_left: 1.10587 entropy_right : 1.4567 -> 0 87 +idx: 41 entropy_left: 1.1127 entropy_right : 1.45946 -> 0 87 +idx: 42 entropy_left: 1.10431 entropy_right : 1.46633 -> 0 87 +idx: 44 entropy_left: 1.115 entropy_right : 1.47068 -> 0 87 +idx: 46 entropy_left: 1.10094 entropy_right : 1.48657 -> 0 87 +idx: 47 entropy_left: 1.10581 entropy_right : 1.48909 -> 0 87 +idx: 48 entropy_left: 1.1872 entropy_right : 1.46048 -> 0 87 +idx: 54 entropy_left: 1.14052 entropy_right : 1.49492 -> 0 87 +idx: 56 entropy_left: 1.15193 entropy_right : 1.51436 -> 0 87 +idx: 57 entropy_left: 1.14495 entropy_right : 1.51792 -> 0 87 +idx: 60 entropy_left: 1.15668 entropy_right : 1.54071 -> 0 87 +idx: 62 entropy_left: 1.14522 entropy_right : 1.55352 -> 0 87 +idx: 63 entropy_left: 1.14849 entropy_right : 1.56128 -> 0 87 +idx: 64 entropy_left: 1.20362 entropy_right : 1.53798 -> 0 87 +idx: 66 entropy_left: 1.20721 entropy_right : 1.54515 -> 0 87 +idx: 67 entropy_left: 1.20211 entropy_right : 1.55887 -> 0 87 +idx: 68 entropy_left: 1.20348 entropy_right : 1.55743 -> 0 87 +idx: 69 entropy_left: 1.2483 entropy_right : 1.53049 -> 0 87 +idx: 70 entropy_left: 1.24884 entropy_right : 1.52219 -> 0 87 +idx: 72 entropy_left: 1.32074 entropy_right : 1.39958 -> 0 87 +idx: 76 entropy_left: 1.31734 entropy_right : 1.0958 -> 0 87 +idx: 77 entropy_left: 1.34645 entropy_right : 0.921928 -> 0 87 +idx: 78 entropy_left: 1.34261 entropy_right : 0.986427 -> 0 87 +idx: 79 entropy_left: 1.36851 entropy_right : 0.543564 -> 0 87 +idx: 84 entropy_left: 1.34715 entropy_right : 0.918296 -> 0 87 +idx: 85 entropy_left: 1.347 entropy_right : 0 -> 0 87 +cut: 3.1 index: 85 +start: 0 cut: 85 end: 87 +k=3 k1=3 k2=1 ent=1.33826 ent1=1.347 ent2=0 +ig=0.0222281 delta=4.67007 N 87 term 0.127544 +idx: 3 entropy_left: 0 entropy_right : 1.35937 -> 0 85 +idx: 4 entropy_left: 0.811278 entropy_right : 1.36032 -> 0 85 +idx: 5 entropy_left: 0.721928 entropy_right : 1.36448 -> 0 85 +idx: 6 entropy_left: 1.25163 entropy_right : 1.33863 -> 0 85 +idx: 11 entropy_left: 0.865857 entropy_right : 1.35688 -> 0 85 +idx: 15 entropy_left: 1.23096 entropy_right : 1.3649 -> 0 85 +idx: 20 entropy_left: 1.0763 entropy_right : 1.38522 -> 0 85 +idx: 22 entropy_left: 1.14332 entropy_right : 1.39133 -> 0 85 +idx: 24 entropy_left: 1.09948 entropy_right : 1.39934 -> 0 85 +idx: 26 entropy_left: 1.14162 entropy_right : 1.40587 -> 0 85 +idx: 27 entropy_left: 1.12466 entropy_right : 1.41041 -> 0 85 +idx: 28 entropy_left: 1.13928 entropy_right : 1.41356 -> 0 85 +idx: 30 entropy_left: 1.10923 entropy_right : 1.42264 -> 0 85 +idx: 31 entropy_left: 1.12309 entropy_right : 1.42651 -> 0 85 +idx: 33 entropy_left: 1.09614 entropy_right : 1.43504 -> 0 85 +idx: 36 entropy_left: 1.1271 entropy_right : 1.44741 -> 0 85 +idx: 38 entropy_left: 1.10727 entropy_right : 1.45824 -> 0 85 +idx: 39 entropy_left: 1.11501 entropy_right : 1.46268 -> 0 85 +idx: 40 entropy_left: 1.10587 entropy_right : 1.46801 -> 0 85 +idx: 41 entropy_left: 1.1127 entropy_right : 1.4726 -> 0 85 +idx: 42 entropy_left: 1.10431 entropy_right : 1.47815 -> 0 85 +idx: 44 entropy_left: 1.115 entropy_right : 1.48657 -> 0 85 +idx: 46 entropy_left: 1.10094 entropy_right : 1.49947 -> 0 85 +idx: 47 entropy_left: 1.10581 entropy_right : 1.50438 -> 0 85 +idx: 48 entropy_left: 1.1872 entropy_right : 1.47667 -> 0 85 +idx: 54 entropy_left: 1.14052 entropy_right : 1.49186 -> 0 85 +idx: 56 entropy_left: 1.15193 entropy_right : 1.51885 -> 0 85 +idx: 57 entropy_left: 1.14495 entropy_right : 1.51647 -> 0 85 +idx: 60 entropy_left: 1.15668 entropy_right : 1.55352 -> 0 85 +idx: 62 entropy_left: 1.14522 entropy_right : 1.55049 -> 0 85 +idx: 63 entropy_left: 1.14849 entropy_right : 1.5644 -> 0 85 +idx: 64 entropy_left: 1.20362 entropy_right : 1.54515 -> 0 85 +idx: 66 entropy_left: 1.20721 entropy_right : 1.56832 -> 0 85 +idx: 67 entropy_left: 1.20211 entropy_right : 1.57154 -> 0 85 +idx: 68 entropy_left: 1.20348 entropy_right : 1.57986 -> 0 85 +idx: 69 entropy_left: 1.2483 entropy_right : 1.56128 -> 0 85 +idx: 70 entropy_left: 1.24884 entropy_right : 1.5656 -> 0 85 +idx: 72 entropy_left: 1.32074 entropy_right : 1.46048 -> 0 85 +idx: 76 entropy_left: 1.31734 entropy_right : 1.22439 -> 0 85 +idx: 77 entropy_left: 1.34645 entropy_right : 1.06128 -> 0 85 +idx: 78 entropy_left: 1.34261 entropy_right : 1.14883 -> 0 85 +idx: 79 entropy_left: 1.36851 entropy_right : 0.650022 -> 0 85 +idx: 84 entropy_left: 1.34715 entropy_right : 0 -> 0 85 +cut: 3.1 index: 84 +start: 0 cut: 84 end: 85 +k=3 k1=3 k2=1 ent=1.347 ent1=1.34715 ent2=0 +ig=0.0157042 delta=4.64429 N 85 term 0.129842 +idx: 3 entropy_left: 0 entropy_right : 1.36032 -> 0 84 +idx: 4 entropy_left: 0.811278 entropy_right : 1.36096 -> 0 84 +idx: 5 entropy_left: 0.721928 entropy_right : 1.36542 -> 0 84 +idx: 6 entropy_left: 1.25163 entropy_right : 1.33948 -> 0 84 +idx: 11 entropy_left: 0.865857 entropy_right : 1.35934 -> 0 84 +idx: 15 entropy_left: 1.23096 entropy_right : 1.36604 -> 0 84 +idx: 20 entropy_left: 1.0763 entropy_right : 1.38846 -> 0 84 +idx: 22 entropy_left: 1.14332 entropy_right : 1.3938 -> 0 84 +idx: 24 entropy_left: 1.09948 entropy_right : 1.40281 -> 0 84 +idx: 26 entropy_left: 1.14162 entropy_right : 1.40845 -> 0 84 +idx: 27 entropy_left: 1.12466 entropy_right : 1.41356 -> 0 84 +idx: 28 entropy_left: 1.13928 entropy_right : 1.4162 -> 0 84 +idx: 30 entropy_left: 1.10923 entropy_right : 1.42651 -> 0 84 +idx: 31 entropy_left: 1.12309 entropy_right : 1.42984 -> 0 84 +idx: 33 entropy_left: 1.09614 entropy_right : 1.43975 -> 0 84 +idx: 36 entropy_left: 1.1271 entropy_right : 1.45018 -> 0 84 +idx: 38 entropy_left: 1.10727 entropy_right : 1.46268 -> 0 84 +idx: 39 entropy_left: 1.11501 entropy_right : 1.46633 -> 0 84 +idx: 40 entropy_left: 1.10587 entropy_right : 1.4726 -> 0 84 +idx: 41 entropy_left: 1.1127 entropy_right : 1.47629 -> 0 84 +idx: 42 entropy_left: 1.10431 entropy_right : 1.48286 -> 0 84 +idx: 44 entropy_left: 1.115 entropy_right : 1.48909 -> 0 84 +idx: 46 entropy_left: 1.10094 entropy_right : 1.50438 -> 0 84 +idx: 47 entropy_left: 1.10581 entropy_right : 1.50798 -> 0 84 +idx: 48 entropy_left: 1.1872 entropy_right : 1.48068 -> 0 84 +idx: 54 entropy_left: 1.14052 entropy_right : 1.50582 -> 0 84 +idx: 56 entropy_left: 1.15193 entropy_right : 1.53062 -> 0 84 +idx: 57 entropy_left: 1.14495 entropy_right : 1.53049 -> 0 84 +idx: 60 entropy_left: 1.15668 entropy_right : 1.56128 -> 0 84 +idx: 62 entropy_left: 1.14522 entropy_right : 1.5644 -> 0 84 +idx: 63 entropy_left: 1.14849 entropy_right : 1.57511 -> 0 84 +idx: 64 entropy_left: 1.20362 entropy_right : 1.55887 -> 0 84 +idx: 66 entropy_left: 1.20721 entropy_right : 1.57154 -> 0 84 +idx: 67 entropy_left: 1.20211 entropy_right : 1.57986 -> 0 84 +idx: 68 entropy_left: 1.20348 entropy_right : 1.57943 -> 0 84 +idx: 69 entropy_left: 1.2483 entropy_right : 1.5656 -> 0 84 +idx: 70 entropy_left: 1.24884 entropy_right : 1.55666 -> 0 84 +idx: 72 entropy_left: 1.32074 entropy_right : 1.45915 -> 0 84 +idx: 76 entropy_left: 1.31734 entropy_right : 0.811278 -> 0 84 +idx: 77 entropy_left: 1.34645 entropy_right : 0.591673 -> 0 84 +idx: 78 entropy_left: 1.34261 entropy_right : 0.650022 -> 0 84 +idx: 79 entropy_left: 1.36851 entropy_right : 0 -> 0 84 +cut: 2.2 index: 3 +start: 0 cut: 3 end: 84 +k=3 k1=1 k2=3 ent=1.34715 ent1=0 ent2=1.36032 +ig=0.0354114 delta=4.68337 N 84 term 0.131648 +idx: 4 entropy_left: 0 entropy_right : 1.36096 -> 3 84 +idx: 5 entropy_left: 1 entropy_right : 1.36542 -> 3 84 +idx: 6 entropy_left: 1.58496 entropy_right : 1.33948 -> 3 84 +idx: 11 entropy_left: 1.06128 entropy_right : 1.35934 -> 3 84 +idx: 15 entropy_left: 1.32501 entropy_right : 1.36604 -> 3 84 +idx: 20 entropy_left: 1.16609 entropy_right : 1.38846 -> 3 84 +idx: 22 entropy_left: 1.21081 entropy_right : 1.3938 -> 3 84 +idx: 24 entropy_left: 1.16578 entropy_right : 1.40281 -> 3 84 +idx: 26 entropy_left: 1.1916 entropy_right : 1.40845 -> 3 84 +idx: 27 entropy_left: 1.17528 entropy_right : 1.41356 -> 3 84 +idx: 28 entropy_left: 1.18297 entropy_right : 1.4162 -> 3 84 +idx: 30 entropy_left: 1.15417 entropy_right : 1.42651 -> 3 84 +idx: 31 entropy_left: 1.16258 entropy_right : 1.42984 -> 3 84 +idx: 33 entropy_left: 1.13648 entropy_right : 1.43975 -> 3 84 +idx: 36 entropy_left: 1.15465 entropy_right : 1.45018 -> 3 84 +idx: 38 entropy_left: 1.13667 entropy_right : 1.46268 -> 3 84 +idx: 39 entropy_left: 1.14098 entropy_right : 1.46633 -> 3 84 +idx: 40 entropy_left: 1.13264 entropy_right : 1.4726 -> 3 84 +idx: 41 entropy_left: 1.13638 entropy_right : 1.47629 -> 3 84 +idx: 42 entropy_left: 1.1288 entropy_right : 1.48286 -> 3 84 +idx: 44 entropy_left: 1.13399 entropy_right : 1.48909 -> 3 84 +idx: 46 entropy_left: 1.12167 entropy_right : 1.50438 -> 3 84 +idx: 47 entropy_left: 1.12421 entropy_right : 1.50798 -> 3 84 +idx: 48 entropy_left: 1.20853 entropy_right : 1.48068 -> 3 84 +idx: 54 entropy_left: 1.16424 entropy_right : 1.50582 -> 3 84 +idx: 56 entropy_left: 1.17235 entropy_right : 1.53062 -> 3 84 +idx: 57 entropy_left: 1.16565 entropy_right : 1.53049 -> 3 84 +idx: 60 entropy_left: 1.1729 entropy_right : 1.56128 -> 3 84 +idx: 62 entropy_left: 1.16223 entropy_right : 1.5644 -> 3 84 +idx: 63 entropy_left: 1.1642 entropy_right : 1.57511 -> 3 84 +idx: 64 entropy_left: 1.22063 entropy_right : 1.55887 -> 3 84 +idx: 66 entropy_left: 1.22169 entropy_right : 1.57154 -> 3 84 +idx: 67 entropy_left: 1.21702 entropy_right : 1.57986 -> 3 84 +idx: 68 entropy_left: 1.21722 entropy_right : 1.57943 -> 3 84 +idx: 69 entropy_left: 1.26288 entropy_right : 1.5656 -> 3 84 +idx: 70 entropy_left: 1.26228 entropy_right : 1.55666 -> 3 84 +idx: 72 entropy_left: 1.33512 entropy_right : 1.45915 -> 3 84 +idx: 76 entropy_left: 1.32752 entropy_right : 0.811278 -> 3 84 +idx: 77 entropy_left: 1.35688 entropy_right : 0.591673 -> 3 84 +idx: 78 entropy_left: 1.3536 entropy_right : 0.650022 -> 3 84 +idx: 79 entropy_left: 1.37964 entropy_right : 0 -> 3 84 +cut: 2.25 index: 4 +start: 3 cut: 4 end: 84 +k=3 k1=1 k2=3 ent=1.36032 ent1=0 ent2=1.36096 +ig=0.0161555 delta=4.6458 N 81 term 0.135404 +idx: 5 entropy_left: 0 entropy_right : 1.36542 -> 4 84 +idx: 6 entropy_left: 1 entropy_right : 1.33948 -> 4 84 +idx: 11 entropy_left: 0.591673 entropy_right : 1.35934 -> 4 84 +idx: 15 entropy_left: 1.32218 entropy_right : 1.36604 -> 4 84 +idx: 20 entropy_left: 1.12164 entropy_right : 1.38846 -> 4 84 +idx: 22 entropy_left: 1.19417 entropy_right : 1.3938 -> 4 84 +idx: 24 entropy_left: 1.14115 entropy_right : 1.40281 -> 4 84 +idx: 26 entropy_left: 1.1819 entropy_right : 1.40845 -> 4 84 +idx: 27 entropy_left: 1.16256 entropy_right : 1.41356 -> 4 84 +idx: 28 entropy_left: 1.17528 entropy_right : 1.4162 -> 4 84 +idx: 30 entropy_left: 1.14162 entropy_right : 1.42651 -> 4 84 +idx: 31 entropy_left: 1.15417 entropy_right : 1.42984 -> 4 84 +idx: 33 entropy_left: 1.12426 entropy_right : 1.43975 -> 4 84 +idx: 36 entropy_left: 1.15111 entropy_right : 1.45018 -> 4 84 +idx: 38 entropy_left: 1.13028 entropy_right : 1.46268 -> 4 84 +idx: 39 entropy_left: 1.13667 entropy_right : 1.46633 -> 4 84 +idx: 40 entropy_left: 1.1271 entropy_right : 1.4726 -> 4 84 +idx: 41 entropy_left: 1.13264 entropy_right : 1.47629 -> 4 84 +idx: 42 entropy_left: 1.12396 entropy_right : 1.48286 -> 4 84 +idx: 44 entropy_left: 1.13207 entropy_right : 1.48909 -> 4 84 +idx: 46 entropy_left: 1.11789 entropy_right : 1.50438 -> 4 84 +idx: 47 entropy_left: 1.12167 entropy_right : 1.50798 -> 4 84 +idx: 48 entropy_left: 1.20721 entropy_right : 1.48068 -> 4 84 +idx: 54 entropy_left: 1.15855 entropy_right : 1.50582 -> 4 84 +idx: 56 entropy_left: 1.1688 entropy_right : 1.53062 -> 4 84 +idx: 57 entropy_left: 1.16153 entropy_right : 1.53049 -> 4 84 +idx: 60 entropy_left: 1.17125 entropy_right : 1.56128 -> 4 84 +idx: 62 entropy_left: 1.15959 entropy_right : 1.5644 -> 4 84 +idx: 63 entropy_left: 1.16223 entropy_right : 1.57511 -> 4 84 +idx: 64 entropy_left: 1.21924 entropy_right : 1.55887 -> 4 84 +idx: 66 entropy_left: 1.22143 entropy_right : 1.57154 -> 4 84 +idx: 67 entropy_left: 1.21633 entropy_right : 1.57986 -> 4 84 +idx: 68 entropy_left: 1.21702 entropy_right : 1.57943 -> 4 84 +idx: 69 entropy_left: 1.26305 entropy_right : 1.5656 -> 4 84 +idx: 70 entropy_left: 1.26288 entropy_right : 1.55666 -> 4 84 +idx: 72 entropy_left: 1.33615 entropy_right : 1.45915 -> 4 84 +idx: 76 entropy_left: 1.32988 entropy_right : 0.811278 -> 4 84 +idx: 77 entropy_left: 1.35934 entropy_right : 0.591673 -> 4 84 +idx: 78 entropy_left: 1.35572 entropy_right : 0.650022 -> 4 84 +idx: 79 entropy_left: 1.38182 entropy_right : 0 -> 4 84 +cut: 2.3 index: 5 +start: 4 cut: 5 end: 84 +k=3 k1=1 k2=3 ent=1.36096 ent1=0 ent2=1.36542 +ig=0.0126143 delta=4.65722 N 80 term 0.137012 +idx: 6 entropy_left: 0 entropy_right : 1.33948 -> 5 84 +idx: 11 entropy_left: 0.650022 entropy_right : 1.35934 -> 5 84 +idx: 15 entropy_left: 1.36096 entropy_right : 1.36604 -> 5 84 +idx: 20 entropy_left: 1.15894 entropy_right : 1.38846 -> 5 84 +idx: 22 entropy_left: 1.22105 entropy_right : 1.3938 -> 5 84 +idx: 24 entropy_left: 1.16744 entropy_right : 1.40281 -> 5 84 +idx: 26 entropy_left: 1.20091 entropy_right : 1.40845 -> 5 84 +idx: 27 entropy_left: 1.1819 entropy_right : 1.41356 -> 5 84 +idx: 28 entropy_left: 1.1916 entropy_right : 1.4162 -> 5 84 +idx: 30 entropy_left: 1.15855 entropy_right : 1.42651 -> 5 84 +idx: 31 entropy_left: 1.1688 entropy_right : 1.42984 -> 5 84 +idx: 33 entropy_left: 1.13928 entropy_right : 1.43975 -> 5 84 +idx: 36 entropy_left: 1.16089 entropy_right : 1.45018 -> 5 84 +idx: 38 entropy_left: 1.14087 entropy_right : 1.46268 -> 5 84 +idx: 39 entropy_left: 1.14589 entropy_right : 1.46633 -> 5 84 +idx: 40 entropy_left: 1.13667 entropy_right : 1.4726 -> 5 84 +idx: 41 entropy_left: 1.14098 entropy_right : 1.47629 -> 5 84 +idx: 42 entropy_left: 1.13264 entropy_right : 1.48286 -> 5 84 +idx: 44 entropy_left: 1.13859 entropy_right : 1.48909 -> 5 84 +idx: 46 entropy_left: 1.12514 entropy_right : 1.50438 -> 5 84 +idx: 47 entropy_left: 1.12802 entropy_right : 1.50798 -> 5 84 +idx: 48 entropy_left: 1.21462 entropy_right : 1.48068 -> 5 84 +idx: 54 entropy_left: 1.16695 entropy_right : 1.50582 -> 5 84 +idx: 56 entropy_left: 1.17595 entropy_right : 1.53062 -> 5 84 +idx: 57 entropy_left: 1.1688 entropy_right : 1.53049 -> 5 84 +idx: 60 entropy_left: 1.17684 entropy_right : 1.56128 -> 5 84 +idx: 62 entropy_left: 1.16549 entropy_right : 1.5644 -> 5 84 +idx: 63 entropy_left: 1.16765 entropy_right : 1.57511 -> 5 84 +idx: 64 entropy_left: 1.22512 entropy_right : 1.55887 -> 5 84 +idx: 66 entropy_left: 1.22637 entropy_right : 1.57154 -> 5 84 +idx: 67 entropy_left: 1.22143 entropy_right : 1.57986 -> 5 84 +idx: 68 entropy_left: 1.22169 entropy_right : 1.57943 -> 5 84 +idx: 69 entropy_left: 1.26802 entropy_right : 1.5656 -> 5 84 +idx: 70 entropy_left: 1.26743 entropy_right : 1.55666 -> 5 84 +idx: 72 entropy_left: 1.341 entropy_right : 1.45915 -> 5 84 +idx: 76 entropy_left: 1.3332 entropy_right : 0.811278 -> 5 84 +idx: 77 entropy_left: 1.36275 entropy_right : 0.591673 -> 5 84 +idx: 78 entropy_left: 1.35934 entropy_right : 0.650022 -> 5 84 +idx: 79 entropy_left: 1.38548 entropy_right : 0 -> 5 84 +cut: 2.3 index: 6 +start: 5 cut: 6 end: 84 +k=3 k1=1 k2=3 ent=1.36542 ent1=0 ent2=1.33948 +ig=0.042896 delta=4.56603 N 79 term 0.13736 +idx: 11 entropy_left: 0 entropy_right : 1.35934 -> 6 84 +idx: 15 entropy_left: 0.991076 entropy_right : 1.36604 -> 6 84 +idx: 20 entropy_left: 0.863121 entropy_right : 1.38846 -> 6 84 +idx: 22 entropy_left: 0.954434 entropy_right : 1.3938 -> 6 84 +idx: 24 entropy_left: 0.918296 entropy_right : 1.40281 -> 6 84 +idx: 26 entropy_left: 0.970951 entropy_right : 1.40845 -> 6 84 +idx: 27 entropy_left: 0.958712 entropy_right : 1.41356 -> 6 84 +idx: 28 entropy_left: 0.976021 entropy_right : 1.4162 -> 6 84 +idx: 30 entropy_left: 0.954434 entropy_right : 1.42651 -> 6 84 +idx: 31 entropy_left: 0.970951 entropy_right : 1.42984 -> 6 84 +idx: 33 entropy_left: 0.950956 entropy_right : 1.43975 -> 6 84 +idx: 36 entropy_left: 0.987138 entropy_right : 1.45018 -> 6 84 +idx: 38 entropy_left: 0.974489 entropy_right : 1.46268 -> 6 84 +idx: 39 entropy_left: 0.983376 entropy_right : 1.46633 -> 6 84 +idx: 40 entropy_left: 0.977418 entropy_right : 1.4726 -> 6 84 +idx: 41 entropy_left: 0.985228 entropy_right : 1.47629 -> 6 84 +idx: 42 entropy_left: 0.979869 entropy_right : 1.48286 -> 6 84 +idx: 44 entropy_left: 0.991992 entropy_right : 1.48909 -> 6 84 +idx: 46 entropy_left: 0.983708 entropy_right : 1.50438 -> 6 84 +idx: 47 entropy_left: 0.989245 entropy_right : 1.50798 -> 6 84 +idx: 48 entropy_left: 1.12802 entropy_right : 1.48068 -> 6 84 +idx: 54 entropy_left: 1.08621 entropy_right : 1.50582 -> 6 84 +idx: 56 entropy_left: 1.09746 entropy_right : 1.53062 -> 6 84 +idx: 57 entropy_left: 1.09115 entropy_right : 1.53049 -> 6 84 +idx: 60 entropy_left: 1.10213 entropy_right : 1.56128 -> 6 84 +idx: 62 entropy_left: 1.09232 entropy_right : 1.5644 -> 6 84 +idx: 63 entropy_left: 1.09536 entropy_right : 1.57511 -> 6 84 +idx: 64 entropy_left: 1.16765 entropy_right : 1.55887 -> 6 84 +idx: 66 entropy_left: 1.17003 entropy_right : 1.57154 -> 6 84 +idx: 67 entropy_left: 1.16555 entropy_right : 1.57986 -> 6 84 +idx: 68 entropy_left: 1.16634 entropy_right : 1.57943 -> 6 84 +idx: 69 entropy_left: 1.22169 entropy_right : 1.5656 -> 6 84 +idx: 70 entropy_left: 1.22147 entropy_right : 1.55666 -> 6 84 +idx: 72 entropy_left: 1.30681 entropy_right : 1.45915 -> 6 84 +idx: 76 entropy_left: 1.29965 entropy_right : 0.811278 -> 6 84 +idx: 77 entropy_left: 1.3332 entropy_right : 0.591673 -> 6 84 +idx: 78 entropy_left: 1.32988 entropy_right : 0.650022 -> 6 84 +idx: 79 entropy_left: 1.35934 entropy_right : 0 -> 6 84 +cut: 2.45 index: 11 +start: 6 cut: 11 end: 84 +k=3 k1=1 k2=3 ent=1.33948 ent1=0 ent2=1.35934 +ig=0.0672722 delta=4.70345 N 78 term 0.140644 +idx: 15 entropy_left: 0 entropy_right : 1.36604 -> 11 84 +idx: 20 entropy_left: 0.991076 entropy_right : 1.38846 -> 11 84 +idx: 22 entropy_left: 0.99403 entropy_right : 1.3938 -> 11 84 +idx: 24 entropy_left: 0.995727 entropy_right : 1.40281 -> 11 84 +idx: 26 entropy_left: 0.996792 entropy_right : 1.40845 -> 11 84 +idx: 27 entropy_left: 1 entropy_right : 1.41356 -> 11 84 +idx: 28 entropy_left: 0.997502 entropy_right : 1.4162 -> 11 84 +idx: 30 entropy_left: 0.998001 entropy_right : 1.42651 -> 11 84 +idx: 31 entropy_left: 1 entropy_right : 1.42984 -> 11 84 +idx: 33 entropy_left: 0.99403 entropy_right : 1.43975 -> 11 84 +idx: 36 entropy_left: 0.998846 entropy_right : 1.45018 -> 11 84 +idx: 38 entropy_left: 0.99901 entropy_right : 1.46268 -> 11 84 +idx: 39 entropy_left: 1 entropy_right : 1.46633 -> 11 84 +idx: 40 entropy_left: 0.999142 entropy_right : 1.4726 -> 11 84 +idx: 41 entropy_left: 1 entropy_right : 1.47629 -> 11 84 +idx: 42 entropy_left: 0.999249 entropy_right : 1.48286 -> 11 84 +idx: 44 entropy_left: 0.999338 entropy_right : 1.48909 -> 11 84 +idx: 46 entropy_left: 0.999411 entropy_right : 1.50438 -> 11 84 +idx: 47 entropy_left: 1 entropy_right : 1.50798 -> 11 84 +idx: 48 entropy_left: 1.15223 entropy_right : 1.48068 -> 11 84 +idx: 54 entropy_left: 1.12167 entropy_right : 1.50582 -> 11 84 +idx: 56 entropy_left: 1.12568 entropy_right : 1.53062 -> 11 84 +idx: 57 entropy_left: 1.12063 entropy_right : 1.53049 -> 11 84 +idx: 60 entropy_left: 1.12209 entropy_right : 1.56128 -> 11 84 +idx: 62 entropy_left: 1.11509 entropy_right : 1.5644 -> 11 84 +idx: 63 entropy_left: 1.11542 entropy_right : 1.57511 -> 11 84 +idx: 64 entropy_left: 1.19167 entropy_right : 1.55887 -> 11 84 +idx: 66 entropy_left: 1.18875 entropy_right : 1.57154 -> 11 84 +idx: 67 entropy_left: 1.18562 entropy_right : 1.57986 -> 11 84 +idx: 68 entropy_left: 1.18398 entropy_right : 1.57943 -> 11 84 +idx: 69 entropy_left: 1.24173 entropy_right : 1.5656 -> 11 84 +idx: 70 entropy_left: 1.23914 entropy_right : 1.55666 -> 11 84 +idx: 72 entropy_left: 1.32711 entropy_right : 1.45915 -> 11 84 +idx: 76 entropy_left: 1.31136 entropy_right : 0.811278 -> 11 84 +idx: 77 entropy_left: 1.34567 entropy_right : 0.591673 -> 11 84 +idx: 78 entropy_left: 1.34383 entropy_right : 0.650022 -> 11 84 +idx: 79 entropy_left: 1.37374 entropy_right : 0 -> 11 84 +cut: 2.5 index: 15 +start: 11 cut: 15 end: 84 +k=3 k1=1 k2=3 ent=1.35934 ent1=0 ent2=1.36604 +ig=0.06815 delta=4.66396 N 73 term 0.148409 +idx: 20 entropy_left: 0 entropy_right : 1.38846 -> 15 84 +idx: 22 entropy_left: 0.863121 entropy_right : 1.3938 -> 15 84 +idx: 24 entropy_left: 0.764205 entropy_right : 1.40281 -> 15 84 +idx: 26 entropy_left: 0.94566 entropy_right : 1.40845 -> 15 84 +idx: 27 entropy_left: 0.918296 entropy_right : 1.41356 -> 15 84 +idx: 28 entropy_left: 0.961237 entropy_right : 1.4162 -> 15 84 +idx: 30 entropy_left: 0.918296 entropy_right : 1.42651 -> 15 84 +idx: 31 entropy_left: 0.954434 entropy_right : 1.42984 -> 15 84 +idx: 33 entropy_left: 0.918296 entropy_right : 1.43975 -> 15 84 +idx: 36 entropy_left: 0.985228 entropy_right : 1.45018 -> 15 84 +idx: 38 entropy_left: 0.965636 entropy_right : 1.46268 -> 15 84 +idx: 39 entropy_left: 0.979869 entropy_right : 1.46633 -> 15 84 +idx: 40 entropy_left: 0.970951 entropy_right : 1.4726 -> 15 84 +idx: 41 entropy_left: 0.982859 entropy_right : 1.47629 -> 15 84 +idx: 42 entropy_left: 0.975119 entropy_right : 1.48286 -> 15 84 +idx: 44 entropy_left: 0.992267 entropy_right : 1.48909 -> 15 84 +idx: 46 entropy_left: 0.981152 entropy_right : 1.50438 -> 15 84 +idx: 47 entropy_left: 0.988699 entropy_right : 1.50798 -> 15 84 +idx: 48 entropy_left: 1.15465 entropy_right : 1.48068 -> 15 84 +idx: 54 entropy_left: 1.09714 entropy_right : 1.50582 -> 15 84 +idx: 56 entropy_left: 1.1127 entropy_right : 1.53062 -> 15 84 +idx: 57 entropy_left: 1.10431 entropy_right : 1.53049 -> 15 84 +idx: 60 entropy_left: 1.11836 entropy_right : 1.56128 -> 15 84 +idx: 62 entropy_left: 1.10581 entropy_right : 1.5644 -> 15 84 +idx: 63 entropy_left: 1.10953 entropy_right : 1.57511 -> 15 84 +idx: 64 entropy_left: 1.1898 entropy_right : 1.55887 -> 15 84 +idx: 66 entropy_left: 1.19224 entropy_right : 1.57154 -> 15 84 +idx: 67 entropy_left: 1.18672 entropy_right : 1.57986 -> 15 84 +idx: 68 entropy_left: 1.18739 entropy_right : 1.57943 -> 15 84 +idx: 69 entropy_left: 1.24743 entropy_right : 1.5656 -> 15 84 +idx: 70 entropy_left: 1.24682 entropy_right : 1.55666 -> 15 84 +idx: 72 entropy_left: 1.33719 entropy_right : 1.45915 -> 15 84 +idx: 76 entropy_left: 1.32711 entropy_right : 0.811278 -> 15 84 +idx: 77 entropy_left: 1.36191 entropy_right : 0.591673 -> 15 84 +idx: 78 entropy_left: 1.35828 entropy_right : 0.650022 -> 15 84 +idx: 79 entropy_left: 1.38846 entropy_right : 0 -> 15 84 +cut: 2.6 index: 20 +start: 15 cut: 20 end: 84 +k=3 k1=1 k2=3 ent=1.36604 ent1=0 ent2=1.38846 +ig=0.0782013 delta=4.71109 N 69 term 0.156501 +idx: 22 entropy_left: 0 entropy_right : 1.3938 -> 20 84 +idx: 24 entropy_left: 1 entropy_right : 1.40281 -> 20 84 +idx: 26 entropy_left: 0.918296 entropy_right : 1.40845 -> 20 84 +idx: 27 entropy_left: 0.985228 entropy_right : 1.41356 -> 20 84 +idx: 28 entropy_left: 0.954434 entropy_right : 1.4162 -> 20 84 +idx: 30 entropy_left: 1 entropy_right : 1.42651 -> 20 84 +idx: 31 entropy_left: 0.99403 entropy_right : 1.42984 -> 20 84 +idx: 33 entropy_left: 0.995727 entropy_right : 1.43975 -> 20 84 +idx: 36 entropy_left: 0.988699 entropy_right : 1.45018 -> 20 84 +idx: 38 entropy_left: 1 entropy_right : 1.46268 -> 20 84 +idx: 39 entropy_left: 0.998001 entropy_right : 1.46633 -> 20 84 +idx: 40 entropy_left: 1 entropy_right : 1.4726 -> 20 84 +idx: 41 entropy_left: 0.998364 entropy_right : 1.47629 -> 20 84 +idx: 42 entropy_left: 1 entropy_right : 1.48286 -> 20 84 +idx: 44 entropy_left: 0.994985 entropy_right : 1.48909 -> 20 84 +idx: 46 entropy_left: 1 entropy_right : 1.50438 -> 20 84 +idx: 47 entropy_left: 0.99901 entropy_right : 1.50798 -> 20 84 +idx: 48 entropy_left: 1.18562 entropy_right : 1.48068 -> 20 84 +idx: 54 entropy_left: 1.14589 entropy_right : 1.50582 -> 20 84 +idx: 56 entropy_left: 1.15019 entropy_right : 1.53062 -> 20 84 +idx: 57 entropy_left: 1.14355 entropy_right : 1.53049 -> 20 84 +idx: 60 entropy_left: 1.1432 entropy_right : 1.56128 -> 20 84 +idx: 62 entropy_left: 1.13474 entropy_right : 1.5644 -> 20 84 +idx: 63 entropy_left: 1.1345 entropy_right : 1.57511 -> 20 84 +idx: 64 entropy_left: 1.21975 entropy_right : 1.55887 -> 20 84 +idx: 66 entropy_left: 1.21454 entropy_right : 1.57154 -> 20 84 +idx: 67 entropy_left: 1.21098 entropy_right : 1.57986 -> 20 84 +idx: 68 entropy_left: 1.20822 entropy_right : 1.57943 -> 20 84 +idx: 69 entropy_left: 1.27106 entropy_right : 1.5656 -> 20 84 +idx: 70 entropy_left: 1.26714 entropy_right : 1.55666 -> 20 84 +idx: 72 entropy_left: 1.36023 entropy_right : 1.45915 -> 20 84 +idx: 76 entropy_left: 1.33847 entropy_right : 0.811278 -> 20 84 +idx: 77 entropy_left: 1.37398 entropy_right : 0.591673 -> 20 84 +idx: 78 entropy_left: 1.37255 entropy_right : 0.650022 -> 20 84 +idx: 79 entropy_left: 1.40304 entropy_right : 0 -> 20 84 +cut: 2.6 index: 22 +start: 20 cut: 22 end: 84 +k=3 k1=1 k2=3 ent=1.38846 ent1=0 ent2=1.3938 +ig=0.0382081 delta=4.6599 N 64 term 0.166206 +idx: 24 entropy_left: 0 entropy_right : 1.40281 -> 22 84 +idx: 26 entropy_left: 1 entropy_right : 1.40845 -> 22 84 +idx: 27 entropy_left: 0.970951 entropy_right : 1.41356 -> 22 84 +idx: 28 entropy_left: 1 entropy_right : 1.4162 -> 22 84 +idx: 30 entropy_left: 0.954434 entropy_right : 1.42651 -> 22 84 +idx: 31 entropy_left: 0.991076 entropy_right : 1.42984 -> 22 84 +idx: 33 entropy_left: 0.94566 entropy_right : 1.43975 -> 22 84 +idx: 36 entropy_left: 1 entropy_right : 1.45018 -> 22 84 +idx: 38 entropy_left: 0.988699 entropy_right : 1.46268 -> 22 84 +idx: 39 entropy_left: 0.997502 entropy_right : 1.46633 -> 22 84 +idx: 40 entropy_left: 0.991076 entropy_right : 1.4726 -> 22 84 +idx: 41 entropy_left: 0.998001 entropy_right : 1.47629 -> 22 84 +idx: 42 entropy_left: 0.992774 entropy_right : 1.48286 -> 22 84 +idx: 44 entropy_left: 1 entropy_right : 1.48909 -> 22 84 +idx: 46 entropy_left: 0.994985 entropy_right : 1.50438 -> 22 84 +idx: 47 entropy_left: 0.998846 entropy_right : 1.50798 -> 22 84 +idx: 48 entropy_left: 1.19562 entropy_right : 1.48068 -> 22 84 +idx: 54 entropy_left: 1.13343 entropy_right : 1.50582 -> 22 84 +idx: 56 entropy_left: 1.14589 entropy_right : 1.53062 -> 22 84 +idx: 57 entropy_left: 1.13667 entropy_right : 1.53049 -> 22 84 +idx: 60 entropy_left: 1.14463 entropy_right : 1.56128 -> 22 84 +idx: 62 entropy_left: 1.13207 entropy_right : 1.5644 -> 22 84 +idx: 63 entropy_left: 1.13399 entropy_right : 1.57511 -> 22 84 +idx: 64 entropy_left: 1.22169 entropy_right : 1.55887 -> 22 84 +idx: 66 entropy_left: 1.21975 entropy_right : 1.57154 -> 22 84 +idx: 67 entropy_left: 1.21451 entropy_right : 1.57986 -> 22 84 +idx: 68 entropy_left: 1.21311 entropy_right : 1.57943 -> 22 84 +idx: 69 entropy_left: 1.27724 entropy_right : 1.5656 -> 22 84 +idx: 70 entropy_left: 1.27446 entropy_right : 1.55666 -> 22 84 +idx: 72 entropy_left: 1.36867 entropy_right : 1.45915 -> 22 84 +idx: 76 entropy_left: 1.35002 entropy_right : 0.811278 -> 22 84 +idx: 77 entropy_left: 1.38567 entropy_right : 0.591673 -> 22 84 +idx: 78 entropy_left: 1.38306 entropy_right : 0.650022 -> 22 84 +idx: 79 entropy_left: 1.41356 entropy_right : 0 -> 22 84 +cut: 2.65 index: 24 +start: 22 cut: 24 end: 84 +k=3 k1=1 k2=3 ent=1.3938 ent1=0 ent2=1.40281 +ig=0.0362459 delta=4.67087 N 62 term 0.170994 +idx: 26 entropy_left: 0 entropy_right : 1.40845 -> 24 84 +idx: 27 entropy_left: 0.918296 entropy_right : 1.41356 -> 24 84 +idx: 28 entropy_left: 0.811278 entropy_right : 1.4162 -> 24 84 +idx: 30 entropy_left: 1 entropy_right : 1.42651 -> 24 84 +idx: 31 entropy_left: 0.985228 entropy_right : 1.42984 -> 24 84 +idx: 33 entropy_left: 0.991076 entropy_right : 1.43975 -> 24 84 +idx: 36 entropy_left: 0.979869 entropy_right : 1.45018 -> 24 84 +idx: 38 entropy_left: 1 entropy_right : 1.46268 -> 24 84 +idx: 39 entropy_left: 0.996792 entropy_right : 1.46633 -> 24 84 +idx: 40 entropy_left: 1 entropy_right : 1.4726 -> 24 84 +idx: 41 entropy_left: 0.997502 entropy_right : 1.47629 -> 24 84 +idx: 42 entropy_left: 1 entropy_right : 1.48286 -> 24 84 +idx: 44 entropy_left: 0.992774 entropy_right : 1.48909 -> 24 84 +idx: 46 entropy_left: 1 entropy_right : 1.50438 -> 24 84 +idx: 47 entropy_left: 0.998636 entropy_right : 1.50798 -> 24 84 +idx: 48 entropy_left: 1.20691 entropy_right : 1.48068 -> 24 84 +idx: 54 entropy_left: 1.15668 entropy_right : 1.50582 -> 24 84 +idx: 56 entropy_left: 1.16282 entropy_right : 1.53062 -> 24 84 +idx: 57 entropy_left: 1.15465 entropy_right : 1.53049 -> 24 84 +idx: 60 entropy_left: 1.15477 entropy_right : 1.56128 -> 24 84 +idx: 62 entropy_left: 1.14463 entropy_right : 1.5644 -> 24 84 +idx: 63 entropy_left: 1.14445 entropy_right : 1.57511 -> 24 84 +idx: 64 entropy_left: 1.2345 entropy_right : 1.55887 -> 24 84 +idx: 66 entropy_left: 1.22858 entropy_right : 1.57154 -> 24 84 +idx: 67 entropy_left: 1.22447 entropy_right : 1.57986 -> 24 84 +idx: 68 entropy_left: 1.22131 entropy_right : 1.57943 -> 24 84 +idx: 69 entropy_left: 1.28669 entropy_right : 1.5656 -> 24 84 +idx: 70 entropy_left: 1.28223 entropy_right : 1.55666 -> 24 84 +idx: 72 entropy_left: 1.37755 entropy_right : 1.45915 -> 24 84 +idx: 76 entropy_left: 1.35314 entropy_right : 0.811278 -> 24 84 +idx: 77 entropy_left: 1.38905 entropy_right : 0.591673 -> 24 84 +idx: 78 entropy_left: 1.38769 entropy_right : 0.650022 -> 24 84 +idx: 79 entropy_left: 1.41826 entropy_right : 0 -> 24 84 +cut: 2.7 index: 26 +start: 24 cut: 26 end: 84 +k=3 k1=1 k2=3 ent=1.40281 ent1=0 ent2=1.40845 +ig=0.0413035 delta=4.66079 N 60 term 0.175724 +idx: 27 entropy_left: 0 entropy_right : 1.41356 -> 26 84 +idx: 28 entropy_left: 1 entropy_right : 1.4162 -> 26 84 +idx: 30 entropy_left: 0.811278 entropy_right : 1.42651 -> 26 84 +idx: 31 entropy_left: 0.970951 entropy_right : 1.42984 -> 26 84 +idx: 33 entropy_left: 0.863121 entropy_right : 1.43975 -> 26 84 +idx: 36 entropy_left: 1 entropy_right : 1.45018 -> 26 84 +idx: 38 entropy_left: 0.979869 entropy_right : 1.46268 -> 26 84 +idx: 39 entropy_left: 0.995727 entropy_right : 1.46633 -> 26 84 +idx: 40 entropy_left: 0.985228 entropy_right : 1.4726 -> 26 84 +idx: 41 entropy_left: 0.996792 entropy_right : 1.47629 -> 26 84 +idx: 42 entropy_left: 0.988699 entropy_right : 1.48286 -> 26 84 +idx: 44 entropy_left: 1 entropy_right : 1.48909 -> 26 84 +idx: 46 entropy_left: 0.992774 entropy_right : 1.50438 -> 26 84 +idx: 47 entropy_left: 0.998364 entropy_right : 1.50798 -> 26 84 +idx: 48 entropy_left: 1.21975 entropy_right : 1.48068 -> 26 84 +idx: 54 entropy_left: 1.13928 entropy_right : 1.50582 -> 26 84 +idx: 56 entropy_left: 1.15668 entropy_right : 1.53062 -> 26 84 +idx: 57 entropy_left: 1.14522 entropy_right : 1.53049 -> 26 84 +idx: 60 entropy_left: 1.15623 entropy_right : 1.56128 -> 26 84 +idx: 62 entropy_left: 1.14098 entropy_right : 1.5644 -> 26 84 +idx: 63 entropy_left: 1.14355 entropy_right : 1.57511 -> 26 84 +idx: 64 entropy_left: 1.23639 entropy_right : 1.55887 -> 26 84 +idx: 66 entropy_left: 1.2345 entropy_right : 1.57154 -> 26 84 +idx: 67 entropy_left: 1.22835 entropy_right : 1.57986 -> 26 84 +idx: 68 entropy_left: 1.22686 entropy_right : 1.57943 -> 26 84 +idx: 69 entropy_left: 1.29361 entropy_right : 1.5656 -> 26 84 +idx: 70 entropy_left: 1.29052 entropy_right : 1.55666 -> 26 84 +idx: 72 entropy_left: 1.38689 entropy_right : 1.45915 -> 26 84 +idx: 76 entropy_left: 1.36611 entropy_right : 0.811278 -> 26 84 +idx: 77 entropy_left: 1.40208 entropy_right : 0.591673 -> 26 84 +idx: 78 entropy_left: 1.39936 entropy_right : 0.650022 -> 26 84 +idx: 79 entropy_left: 1.42984 entropy_right : 0 -> 26 84 +cut: 2.7 index: 27 +start: 26 cut: 27 end: 84 +k=3 k1=1 k2=3 ent=1.40845 ent1=0 ent2=1.41356 +ig=0.0192697 delta=4.65916 N 58 term 0.180897 +idx: 28 entropy_left: 0 entropy_right : 1.4162 -> 27 84 +idx: 30 entropy_left: 0.918296 entropy_right : 1.42651 -> 27 84 +idx: 31 entropy_left: 1 entropy_right : 1.42984 -> 27 84 +idx: 33 entropy_left: 0.918296 entropy_right : 1.43975 -> 27 84 +idx: 36 entropy_left: 0.991076 entropy_right : 1.45018 -> 27 84 +idx: 38 entropy_left: 0.99403 entropy_right : 1.46268 -> 27 84 +idx: 39 entropy_left: 1 entropy_right : 1.46633 -> 27 84 +idx: 40 entropy_left: 0.995727 entropy_right : 1.4726 -> 27 84 +idx: 41 entropy_left: 1 entropy_right : 1.47629 -> 27 84 +idx: 42 entropy_left: 0.996792 entropy_right : 1.48286 -> 27 84 +idx: 44 entropy_left: 0.997502 entropy_right : 1.48909 -> 27 84 +idx: 46 entropy_left: 0.998001 entropy_right : 1.50438 -> 27 84 +idx: 47 entropy_left: 1 entropy_right : 1.50798 -> 27 84 +idx: 48 entropy_left: 1.22858 entropy_right : 1.48068 -> 27 84 +idx: 54 entropy_left: 1.15417 entropy_right : 1.50582 -> 27 84 +idx: 56 entropy_left: 1.16765 entropy_right : 1.53062 -> 27 84 +idx: 57 entropy_left: 1.15668 entropy_right : 1.53049 -> 27 84 +idx: 60 entropy_left: 1.16287 entropy_right : 1.56128 -> 27 84 +idx: 62 entropy_left: 1.14888 entropy_right : 1.5644 -> 27 84 +idx: 63 entropy_left: 1.15019 entropy_right : 1.57511 -> 27 84 +idx: 64 entropy_left: 1.2443 entropy_right : 1.55887 -> 27 84 +idx: 66 entropy_left: 1.24004 entropy_right : 1.57154 -> 27 84 +idx: 67 entropy_left: 1.2345 entropy_right : 1.57986 -> 27 84 +idx: 68 entropy_left: 1.23196 entropy_right : 1.57943 -> 27 84 +idx: 69 entropy_left: 1.29936 entropy_right : 1.5656 -> 27 84 +idx: 70 entropy_left: 1.29529 entropy_right : 1.55666 -> 27 84 +idx: 72 entropy_left: 1.39215 entropy_right : 1.45915 -> 27 84 +idx: 76 entropy_left: 1.36803 entropy_right : 0.811278 -> 27 84 +idx: 77 entropy_left: 1.40411 entropy_right : 0.591673 -> 27 84 +idx: 78 entropy_left: 1.40208 entropy_right : 0.650022 -> 27 84 +idx: 79 entropy_left: 1.43257 entropy_right : 0 -> 27 84 +cut: 2.7 index: 28 +start: 27 cut: 28 end: 84 +k=3 k1=1 k2=3 ent=1.41356 ent1=0 ent2=1.4162 +ig=0.0222048 delta=4.65178 N 57 term 0.183494 +idx: 30 entropy_left: 0 entropy_right : 1.42651 -> 28 84 +idx: 31 entropy_left: 0.918296 entropy_right : 1.42984 -> 28 84 +idx: 33 entropy_left: 0.721928 entropy_right : 1.43975 -> 28 84 +idx: 36 entropy_left: 1 entropy_right : 1.45018 -> 28 84 +idx: 38 entropy_left: 0.970951 entropy_right : 1.46268 -> 28 84 +idx: 39 entropy_left: 0.99403 entropy_right : 1.46633 -> 28 84 +idx: 40 entropy_left: 0.979869 entropy_right : 1.4726 -> 28 84 +idx: 41 entropy_left: 0.995727 entropy_right : 1.47629 -> 28 84 +idx: 42 entropy_left: 0.985228 entropy_right : 1.48286 -> 28 84 +idx: 44 entropy_left: 1 entropy_right : 1.48909 -> 28 84 +idx: 46 entropy_left: 0.991076 entropy_right : 1.50438 -> 28 84 +idx: 47 entropy_left: 0.998001 entropy_right : 1.50798 -> 28 84 +idx: 48 entropy_left: 1.2345 entropy_right : 1.48068 -> 28 84 +idx: 54 entropy_left: 1.14162 entropy_right : 1.50582 -> 28 84 +idx: 56 entropy_left: 1.16258 entropy_right : 1.53062 -> 28 84 +idx: 57 entropy_left: 1.14968 entropy_right : 1.53049 -> 28 84 +idx: 60 entropy_left: 1.16282 entropy_right : 1.56128 -> 28 84 +idx: 62 entropy_left: 1.14589 entropy_right : 1.5644 -> 28 84 +idx: 63 entropy_left: 1.14888 entropy_right : 1.57511 -> 28 84 +idx: 64 entropy_left: 1.24454 entropy_right : 1.55887 -> 28 84 +idx: 66 entropy_left: 1.24273 entropy_right : 1.57154 -> 28 84 +idx: 67 entropy_left: 1.23603 entropy_right : 1.57986 -> 28 84 +idx: 68 entropy_left: 1.2345 entropy_right : 1.57943 -> 28 84 +idx: 69 entropy_left: 1.30262 entropy_right : 1.5656 -> 28 84 +idx: 70 entropy_left: 1.29936 entropy_right : 1.55666 -> 28 84 +idx: 72 entropy_left: 1.39673 entropy_right : 1.45915 -> 28 84 +idx: 76 entropy_left: 1.37475 entropy_right : 0.811278 -> 28 84 +idx: 77 entropy_left: 1.41083 entropy_right : 0.591673 -> 28 84 +idx: 78 entropy_left: 1.40805 entropy_right : 0.650022 -> 28 84 +idx: 79 entropy_left: 1.43846 entropy_right : 0 -> 28 84 +cut: 2.7 index: 30 +start: 28 cut: 30 end: 84 +k=3 k1=1 k2=3 ent=1.4162 ent1=0 ent2=1.42651 +ig=0.0406361 delta=4.67479 N 56 term 0.186717 +idx: 31 entropy_left: 0 entropy_right : 1.42984 -> 30 84 +idx: 33 entropy_left: 0.918296 entropy_right : 1.43975 -> 30 84 +idx: 36 entropy_left: 0.918296 entropy_right : 1.45018 -> 30 84 +idx: 38 entropy_left: 1 entropy_right : 1.46268 -> 30 84 +idx: 39 entropy_left: 0.991076 entropy_right : 1.46633 -> 30 84 +idx: 40 entropy_left: 1 entropy_right : 1.4726 -> 30 84 +idx: 41 entropy_left: 0.99403 entropy_right : 1.47629 -> 30 84 +idx: 42 entropy_left: 1 entropy_right : 1.48286 -> 30 84 +idx: 44 entropy_left: 0.985228 entropy_right : 1.48909 -> 30 84 +idx: 46 entropy_left: 1 entropy_right : 1.50438 -> 30 84 +idx: 47 entropy_left: 0.997502 entropy_right : 1.50798 -> 30 84 +idx: 48 entropy_left: 1.25163 entropy_right : 1.48068 -> 30 84 +idx: 54 entropy_left: 1.17528 entropy_right : 1.50582 -> 30 84 +idx: 56 entropy_left: 1.18672 entropy_right : 1.53062 -> 30 84 +idx: 57 entropy_left: 1.17499 entropy_right : 1.53049 -> 30 84 +idx: 60 entropy_left: 1.17668 entropy_right : 1.56128 -> 30 84 +idx: 62 entropy_left: 1.16282 entropy_right : 1.5644 -> 30 84 +idx: 63 entropy_left: 1.16287 entropy_right : 1.57511 -> 30 84 +idx: 64 entropy_left: 1.26128 entropy_right : 1.55887 -> 30 84 +idx: 66 entropy_left: 1.25399 entropy_right : 1.57154 -> 30 84 +idx: 67 entropy_left: 1.24876 entropy_right : 1.57986 -> 30 84 +idx: 68 entropy_left: 1.24484 entropy_right : 1.57943 -> 30 84 +idx: 69 entropy_left: 1.31432 entropy_right : 1.5656 -> 30 84 +idx: 70 entropy_left: 1.30882 entropy_right : 1.55666 -> 30 84 +idx: 72 entropy_left: 1.40711 entropy_right : 1.45915 -> 30 84 +idx: 76 entropy_left: 1.37769 entropy_right : 0.811278 -> 30 84 +idx: 77 entropy_left: 1.41394 entropy_right : 0.591673 -> 30 84 +idx: 78 entropy_left: 1.41283 entropy_right : 0.650022 -> 30 84 +idx: 79 entropy_left: 1.4432 entropy_right : 0 -> 30 84 +cut: 2.7 index: 31 +start: 30 cut: 31 end: 84 +k=3 k1=1 k2=3 ent=1.42651 ent1=0 ent2=1.42984 +ig=0.0231429 delta=4.65386 N 54 term 0.192255 +idx: 33 entropy_left: 0 entropy_right : 1.43975 -> 31 84 +idx: 36 entropy_left: 0.970951 entropy_right : 1.45018 -> 31 84 +idx: 38 entropy_left: 0.985228 entropy_right : 1.46268 -> 31 84 +idx: 39 entropy_left: 1 entropy_right : 1.46633 -> 31 84 +idx: 40 entropy_left: 0.991076 entropy_right : 1.4726 -> 31 84 +idx: 41 entropy_left: 1 entropy_right : 1.47629 -> 31 84 +idx: 42 entropy_left: 0.99403 entropy_right : 1.48286 -> 31 84 +idx: 44 entropy_left: 0.995727 entropy_right : 1.48909 -> 31 84 +idx: 46 entropy_left: 0.996792 entropy_right : 1.50438 -> 31 84 +idx: 47 entropy_left: 1 entropy_right : 1.50798 -> 31 84 +idx: 48 entropy_left: 1.26393 entropy_right : 1.48068 -> 31 84 +idx: 54 entropy_left: 1.16256 entropy_right : 1.50582 -> 31 84 +idx: 56 entropy_left: 1.18297 entropy_right : 1.53062 -> 31 84 +idx: 57 entropy_left: 1.1688 entropy_right : 1.53049 -> 31 84 +idx: 60 entropy_left: 1.17836 entropy_right : 1.56128 -> 31 84 +idx: 62 entropy_left: 1.16089 entropy_right : 1.5644 -> 31 84 +idx: 63 entropy_left: 1.16282 entropy_right : 1.57511 -> 31 84 +idx: 64 entropy_left: 1.26288 entropy_right : 1.55887 -> 31 84 +idx: 66 entropy_left: 1.25823 entropy_right : 1.57154 -> 31 84 +idx: 67 entropy_left: 1.25163 entropy_right : 1.57986 -> 31 84 +idx: 68 entropy_left: 1.24876 entropy_right : 1.57943 -> 31 84 +idx: 69 entropy_left: 1.31897 entropy_right : 1.5656 -> 31 84 +idx: 70 entropy_left: 1.31432 entropy_right : 1.55666 -> 31 84 +idx: 72 entropy_left: 1.41299 entropy_right : 1.45915 -> 31 84 +idx: 76 entropy_left: 1.38572 entropy_right : 0.811278 -> 31 84 +idx: 77 entropy_left: 1.42191 entropy_right : 0.591673 -> 31 84 +idx: 78 entropy_left: 1.41995 entropy_right : 0.650022 -> 31 84 +idx: 79 entropy_left: 1.45018 entropy_right : 0 -> 31 84 +cut: 2.75 index: 33 +start: 31 cut: 33 end: 84 +k=3 k1=1 k2=3 ent=1.42984 ent1=0 ent2=1.43975 +ig=0.0444243 delta=4.67357 N 53 term 0.195736 +idx: 36 entropy_left: 0 entropy_right : 1.45018 -> 33 84 +idx: 38 entropy_left: 0.970951 entropy_right : 1.46268 -> 33 84 +idx: 39 entropy_left: 0.918296 entropy_right : 1.46633 -> 33 84 +idx: 40 entropy_left: 0.985228 entropy_right : 1.4726 -> 33 84 +idx: 41 entropy_left: 0.954434 entropy_right : 1.47629 -> 33 84 +idx: 42 entropy_left: 0.991076 entropy_right : 1.48286 -> 33 84 +idx: 44 entropy_left: 0.94566 entropy_right : 1.48909 -> 33 84 +idx: 46 entropy_left: 0.995727 entropy_right : 1.50438 -> 33 84 +idx: 47 entropy_left: 0.985228 entropy_right : 1.50798 -> 33 84 +idx: 48 entropy_left: 1.27291 entropy_right : 1.48068 -> 33 84 +idx: 54 entropy_left: 1.20091 entropy_right : 1.50582 -> 33 84 +idx: 56 entropy_left: 1.20883 entropy_right : 1.53062 -> 33 84 +idx: 57 entropy_left: 1.19642 entropy_right : 1.53049 -> 33 84 +idx: 60 entropy_left: 1.1915 entropy_right : 1.56128 -> 33 84 +idx: 62 entropy_left: 1.17836 entropy_right : 1.5644 -> 33 84 +idx: 63 entropy_left: 1.17668 entropy_right : 1.57511 -> 33 84 +idx: 64 entropy_left: 1.2798 entropy_right : 1.55887 -> 33 84 +idx: 66 entropy_left: 1.26853 entropy_right : 1.57154 -> 33 84 +idx: 67 entropy_left: 1.26393 entropy_right : 1.57986 -> 33 84 +idx: 68 entropy_left: 1.25823 entropy_right : 1.57943 -> 33 84 +idx: 69 entropy_left: 1.32988 entropy_right : 1.5656 -> 33 84 +idx: 70 entropy_left: 1.3226 entropy_right : 1.55666 -> 33 84 +idx: 72 entropy_left: 1.42211 entropy_right : 1.45915 -> 33 84 +idx: 76 entropy_left: 1.38633 entropy_right : 0.811278 -> 33 84 +idx: 77 entropy_left: 1.42268 entropy_right : 0.591673 -> 33 84 +idx: 78 entropy_left: 1.42287 entropy_right : 0.650022 -> 33 84 +idx: 79 entropy_left: 1.453 entropy_right : 0 -> 33 84 +cut: 2.8 index: 36 +start: 33 cut: 36 end: 84 +k=3 k1=1 k2=3 ent=1.43975 ent1=0 ent2=1.45018 +ig=0.0748749 delta=4.67515 N 51 term 0.202333 +idx: 38 entropy_left: 0 entropy_right : 1.46268 -> 36 84 +idx: 39 entropy_left: 0.918296 entropy_right : 1.46633 -> 36 84 +idx: 40 entropy_left: 0.811278 entropy_right : 1.4726 -> 36 84 +idx: 41 entropy_left: 0.970951 entropy_right : 1.47629 -> 36 84 +idx: 42 entropy_left: 0.918296 entropy_right : 1.48286 -> 36 84 +idx: 44 entropy_left: 1 entropy_right : 1.48909 -> 36 84 +idx: 46 entropy_left: 0.970951 entropy_right : 1.50438 -> 36 84 +idx: 47 entropy_left: 0.99403 entropy_right : 1.50798 -> 36 84 +idx: 48 entropy_left: 1.32501 entropy_right : 1.48068 -> 36 84 +idx: 54 entropy_left: 1.13497 entropy_right : 1.50582 -> 36 84 +idx: 56 entropy_left: 1.18838 entropy_right : 1.53062 -> 36 84 +idx: 57 entropy_left: 1.16578 entropy_right : 1.53049 -> 36 84 +idx: 60 entropy_left: 1.19642 entropy_right : 1.56128 -> 36 84 +idx: 62 entropy_left: 1.1688 entropy_right : 1.5644 -> 36 84 +idx: 63 entropy_left: 1.17499 entropy_right : 1.57511 -> 36 84 +idx: 64 entropy_left: 1.28389 entropy_right : 1.55887 -> 36 84 +idx: 66 entropy_left: 1.28325 entropy_right : 1.57154 -> 36 84 +idx: 67 entropy_left: 1.27337 entropy_right : 1.57986 -> 36 84 +idx: 68 entropy_left: 1.27178 entropy_right : 1.57943 -> 36 84 +idx: 69 entropy_left: 1.34567 entropy_right : 1.5656 -> 36 84 +idx: 70 entropy_left: 1.34163 entropy_right : 1.55666 -> 36 84 +idx: 72 entropy_left: 1.44179 entropy_right : 1.45915 -> 36 84 +idx: 76 entropy_left: 1.41392 entropy_right : 0.811278 -> 36 84 +idx: 77 entropy_left: 1.44974 entropy_right : 0.591673 -> 36 84 +idx: 78 entropy_left: 1.44691 entropy_right : 0.650022 -> 36 84 +idx: 79 entropy_left: 1.47629 entropy_right : 0 -> 36 84 +cut: 2.8 index: 38 +start: 36 cut: 38 end: 84 +k=3 k1=1 k2=3 ent=1.45018 ent1=0 ent2=1.46268 +ig=0.0484463 delta=4.68135 N 48 term 0.213249 +idx: 39 entropy_left: 0 entropy_right : 1.46633 -> 38 84 +idx: 40 entropy_left: 1 entropy_right : 1.4726 -> 38 84 +idx: 41 entropy_left: 0.918296 entropy_right : 1.47629 -> 38 84 +idx: 42 entropy_left: 1 entropy_right : 1.48286 -> 38 84 +idx: 44 entropy_left: 0.918296 entropy_right : 1.48909 -> 38 84 +idx: 46 entropy_left: 1 entropy_right : 1.50438 -> 38 84 +idx: 47 entropy_left: 0.991076 entropy_right : 1.50798 -> 38 84 +idx: 48 entropy_left: 1.36096 entropy_right : 1.48068 -> 38 84 +idx: 54 entropy_left: 1.19819 entropy_right : 1.50582 -> 38 84 +idx: 56 entropy_left: 1.23266 entropy_right : 1.53062 -> 38 84 +idx: 57 entropy_left: 1.21081 entropy_right : 1.53049 -> 38 84 +idx: 60 entropy_left: 1.21975 entropy_right : 1.56128 -> 38 84 +idx: 62 entropy_left: 1.19642 entropy_right : 1.5644 -> 38 84 +idx: 63 entropy_left: 1.19748 entropy_right : 1.57511 -> 38 84 +idx: 64 entropy_left: 1.30969 entropy_right : 1.55887 -> 38 84 +idx: 66 entropy_left: 1.2998 entropy_right : 1.57154 -> 38 84 +idx: 67 entropy_left: 1.29216 entropy_right : 1.57986 -> 38 84 +idx: 68 entropy_left: 1.28669 entropy_right : 1.57943 -> 38 84 +idx: 69 entropy_left: 1.36191 entropy_right : 1.5656 -> 38 84 +idx: 70 entropy_left: 1.35434 entropy_right : 1.55666 -> 38 84 +idx: 72 entropy_left: 1.45464 entropy_right : 1.45915 -> 38 84 +idx: 76 entropy_left: 1.41574 entropy_right : 0.811278 -> 38 84 +idx: 77 entropy_left: 1.45147 entropy_right : 0.591673 -> 38 84 +idx: 78 entropy_left: 1.45133 entropy_right : 0.650022 -> 38 84 +idx: 79 entropy_left: 1.48035 entropy_right : 0 -> 38 84 +cut: 2.8 index: 39 +start: 38 cut: 39 end: 84 +k=3 k1=1 k2=3 ent=1.46268 ent1=0 ent2=1.46633 +ig=0.0282279 delta=4.6548 N 46 term 0.220579 +idx: 40 entropy_left: 0 entropy_right : 1.4726 -> 39 84 +idx: 41 entropy_left: 1 entropy_right : 1.47629 -> 39 84 +idx: 42 entropy_left: 0.918296 entropy_right : 1.48286 -> 39 84 +idx: 44 entropy_left: 0.970951 entropy_right : 1.48909 -> 39 84 +idx: 46 entropy_left: 0.985228 entropy_right : 1.50438 -> 39 84 +idx: 47 entropy_left: 1 entropy_right : 1.50798 -> 39 84 +idx: 48 entropy_left: 1.39215 entropy_right : 1.48068 -> 39 84 +idx: 54 entropy_left: 1.15894 entropy_right : 1.50582 -> 39 84 +idx: 56 entropy_left: 1.22105 entropy_right : 1.53062 -> 39 84 +idx: 57 entropy_left: 1.19417 entropy_right : 1.53049 -> 39 84 +idx: 60 entropy_left: 1.22169 entropy_right : 1.56128 -> 39 84 +idx: 62 entropy_left: 1.1916 entropy_right : 1.5644 -> 39 84 +idx: 63 entropy_left: 1.19642 entropy_right : 1.57511 -> 39 84 +idx: 64 entropy_left: 1.31086 entropy_right : 1.55887 -> 39 84 +idx: 66 entropy_left: 1.3058 entropy_right : 1.57154 -> 39 84 +idx: 67 entropy_left: 1.29584 entropy_right : 1.57986 -> 39 84 +idx: 68 entropy_left: 1.29216 entropy_right : 1.57943 -> 39 84 +idx: 69 entropy_left: 1.3681 entropy_right : 1.5656 -> 39 84 +idx: 70 entropy_left: 1.36191 entropy_right : 1.55666 -> 39 84 +idx: 72 entropy_left: 1.4621 entropy_right : 1.45915 -> 39 84 +idx: 76 entropy_left: 1.42645 entropy_right : 0.811278 -> 39 84 +idx: 77 entropy_left: 1.46184 entropy_right : 0.591673 -> 39 84 +idx: 78 entropy_left: 1.46048 entropy_right : 0.650022 -> 39 84 +idx: 79 entropy_left: 1.48909 entropy_right : 0 -> 39 84 +cut: 2.8 index: 40 +start: 39 cut: 40 end: 84 +k=3 k1=1 k2=3 ent=1.46633 ent1=0 ent2=1.4726 +ig=0.0264546 delta=4.66267 N 45 term 0.224936 +idx: 41 entropy_left: 0 entropy_right : 1.47629 -> 40 84 +idx: 42 entropy_left: 1 entropy_right : 1.48286 -> 40 84 +idx: 44 entropy_left: 0.811278 entropy_right : 1.48909 -> 40 84 +idx: 46 entropy_left: 1 entropy_right : 1.50438 -> 40 84 +idx: 47 entropy_left: 0.985228 entropy_right : 1.50798 -> 40 84 +idx: 48 entropy_left: 1.40564 entropy_right : 1.48068 -> 40 84 +idx: 54 entropy_left: 1.19812 entropy_right : 1.50582 -> 40 84 +idx: 56 entropy_left: 1.24756 entropy_right : 1.53062 -> 40 84 +idx: 57 entropy_left: 1.22105 entropy_right : 1.53049 -> 40 84 +idx: 60 entropy_left: 1.2345 entropy_right : 1.56128 -> 40 84 +idx: 62 entropy_left: 1.20721 entropy_right : 1.5644 -> 40 84 +idx: 63 entropy_left: 1.20883 entropy_right : 1.57511 -> 40 84 +idx: 64 entropy_left: 1.32501 entropy_right : 1.55887 -> 40 84 +idx: 66 entropy_left: 1.31432 entropy_right : 1.57154 -> 40 84 +idx: 67 entropy_left: 1.3058 entropy_right : 1.57986 -> 40 84 +idx: 68 entropy_left: 1.2998 entropy_right : 1.57943 -> 40 84 +idx: 69 entropy_left: 1.37638 entropy_right : 1.5656 -> 40 84 +idx: 70 entropy_left: 1.3681 entropy_right : 1.55666 -> 40 84 +idx: 72 entropy_left: 1.46818 entropy_right : 1.45915 -> 40 84 +idx: 76 entropy_left: 1.4262 entropy_right : 0.811278 -> 40 84 +idx: 77 entropy_left: 1.4615 entropy_right : 0.591673 -> 40 84 +idx: 78 entropy_left: 1.46184 entropy_right : 0.650022 -> 40 84 +idx: 79 entropy_left: 1.49019 entropy_right : 0 -> 40 84 +cut: 2.8 index: 41 +start: 40 cut: 41 end: 84 +k=3 k1=1 k2=3 ent=1.4726 ent1=0 ent2=1.47629 +ig=0.0298597 delta=4.65493 N 44 term 0.229118 +idx: 42 entropy_left: 0 entropy_right : 1.48286 -> 41 84 +idx: 44 entropy_left: 0.918296 entropy_right : 1.48909 -> 41 84 +idx: 46 entropy_left: 0.970951 entropy_right : 1.50438 -> 41 84 +idx: 47 entropy_left: 1 entropy_right : 1.50798 -> 41 84 +idx: 48 entropy_left: 1.44882 entropy_right : 1.48068 -> 41 84 +idx: 54 entropy_left: 1.14012 entropy_right : 1.50582 -> 41 84 +idx: 56 entropy_left: 1.23096 entropy_right : 1.53062 -> 41 84 +idx: 57 entropy_left: 1.19819 entropy_right : 1.53049 -> 41 84 +idx: 60 entropy_left: 1.23639 entropy_right : 1.56128 -> 41 84 +idx: 62 entropy_left: 1.20091 entropy_right : 1.5644 -> 41 84 +idx: 63 entropy_left: 1.20721 entropy_right : 1.57511 -> 41 84 +idx: 64 entropy_left: 1.32578 entropy_right : 1.55887 -> 41 84 +idx: 66 entropy_left: 1.32092 entropy_right : 1.57154 -> 41 84 +idx: 67 entropy_left: 1.30969 entropy_right : 1.57986 -> 41 84 +idx: 68 entropy_left: 1.3058 entropy_right : 1.57943 -> 41 84 +idx: 69 entropy_left: 1.38306 entropy_right : 1.5656 -> 41 84 +idx: 70 entropy_left: 1.37638 entropy_right : 1.55666 -> 41 84 +idx: 72 entropy_left: 1.4761 entropy_right : 1.45915 -> 41 84 +idx: 76 entropy_left: 1.43779 entropy_right : 0.811278 -> 41 84 +idx: 77 entropy_left: 1.47264 entropy_right : 0.591673 -> 41 84 +idx: 78 entropy_left: 1.47163 entropy_right : 0.650022 -> 41 84 +idx: 79 entropy_left: 1.49947 entropy_right : 0 -> 41 84 +cut: 2.8 index: 42 +start: 41 cut: 42 end: 84 +k=3 k1=1 k2=3 ent=1.47629 ent1=0 ent2=1.48286 +ig=0.0279088 delta=4.66359 N 43 term 0.233858 +idx: 44 entropy_left: 0 entropy_right : 1.48909 -> 42 84 +idx: 46 entropy_left: 1 entropy_right : 1.50438 -> 42 84 +idx: 47 entropy_left: 0.970951 entropy_right : 1.50798 -> 42 84 +idx: 48 entropy_left: 1.45915 entropy_right : 1.48068 -> 42 84 +idx: 54 entropy_left: 1.18872 entropy_right : 1.50582 -> 42 84 +idx: 56 entropy_left: 1.26381 entropy_right : 1.53062 -> 42 84 +idx: 57 entropy_left: 1.23096 entropy_right : 1.53049 -> 42 84 +idx: 60 entropy_left: 1.25163 entropy_right : 1.56128 -> 42 84 +idx: 62 entropy_left: 1.21924 entropy_right : 1.5644 -> 42 84 +idx: 63 entropy_left: 1.22169 entropy_right : 1.57511 -> 42 84 +idx: 64 entropy_left: 1.34202 entropy_right : 1.55887 -> 42 84 +idx: 66 entropy_left: 1.33048 entropy_right : 1.57154 -> 42 84 +idx: 67 entropy_left: 1.32092 entropy_right : 1.57986 -> 42 84 +idx: 68 entropy_left: 1.31432 entropy_right : 1.57943 -> 42 84 +idx: 69 entropy_left: 1.39215 entropy_right : 1.5656 -> 42 84 +idx: 70 entropy_left: 1.38306 entropy_right : 1.55666 -> 42 84 +idx: 72 entropy_left: 1.48239 entropy_right : 1.45915 -> 42 84 +idx: 76 entropy_left: 1.43699 entropy_right : 0.811278 -> 42 84 +idx: 77 entropy_left: 1.47168 entropy_right : 0.591673 -> 42 84 +idx: 78 entropy_left: 1.47264 entropy_right : 0.650022 -> 42 84 +idx: 79 entropy_left: 1.50015 entropy_right : 0 -> 42 84 +cut: 2.8 index: 44 +start: 42 cut: 44 end: 84 +k=3 k1=1 k2=3 ent=1.48286 ent1=0 ent2=1.48909 +ig=0.0646833 delta=4.66253 N 42 term 0.238573 +idx: 46 entropy_left: 0 entropy_right : 1.50438 -> 44 84 +idx: 47 entropy_left: 0.918296 entropy_right : 1.50798 -> 44 84 +idx: 48 entropy_left: 1.5 entropy_right : 1.48068 -> 44 84 +idx: 54 entropy_left: 0.921928 entropy_right : 1.50582 -> 44 84 +idx: 56 entropy_left: 1.18872 entropy_right : 1.53062 -> 44 84 +idx: 57 entropy_left: 1.14012 entropy_right : 1.53049 -> 44 84 +idx: 60 entropy_left: 1.24756 entropy_right : 1.56128 -> 44 84 +idx: 62 entropy_left: 1.19417 entropy_right : 1.5644 -> 44 84 +idx: 63 entropy_left: 1.21081 entropy_right : 1.57511 -> 44 84 +idx: 64 entropy_left: 1.33667 entropy_right : 1.55887 -> 44 84 +idx: 66 entropy_left: 1.34202 entropy_right : 1.57154 -> 44 84 +idx: 67 entropy_left: 1.32578 entropy_right : 1.57986 -> 44 84 +idx: 68 entropy_left: 1.32501 entropy_right : 1.57943 -> 44 84 +idx: 69 entropy_left: 1.40411 entropy_right : 1.5656 -> 44 84 +idx: 70 entropy_left: 1.39936 entropy_right : 1.55666 -> 44 84 +idx: 72 entropy_left: 1.49725 entropy_right : 1.45915 -> 44 84 +idx: 76 entropy_left: 1.46148 entropy_right : 0.811278 -> 44 84 +idx: 77 entropy_left: 1.49492 entropy_right : 0.591673 -> 44 84 +idx: 78 entropy_left: 1.49279 entropy_right : 0.650022 -> 44 84 +idx: 79 entropy_left: 1.51898 entropy_right : 0 -> 44 84 +cut: 2.8 index: 46 +start: 44 cut: 46 end: 84 +k=3 k1=1 k2=3 ent=1.48909 ent1=0 ent2=1.50438 +ig=0.0599306 delta=4.68972 N 40 term 0.249378 +idx: 47 entropy_left: 0 entropy_right : 1.50798 -> 46 84 +idx: 48 entropy_left: 1 entropy_right : 1.48068 -> 46 84 +idx: 54 entropy_left: 1.06128 entropy_right : 1.50582 -> 46 84 +idx: 56 entropy_left: 1.29546 entropy_right : 1.53062 -> 46 84 +idx: 57 entropy_left: 1.24067 entropy_right : 1.53049 -> 46 84 +idx: 60 entropy_left: 1.29584 entropy_right : 1.56128 -> 46 84 +idx: 62 entropy_left: 1.24756 entropy_right : 1.5644 -> 46 84 +idx: 63 entropy_left: 1.2533 entropy_right : 1.57511 -> 46 84 +idx: 64 entropy_left: 1.3821 entropy_right : 1.55887 -> 46 84 +idx: 66 entropy_left: 1.369 entropy_right : 1.57154 -> 46 84 +idx: 67 entropy_left: 1.35667 entropy_right : 1.57986 -> 46 84 +idx: 68 entropy_left: 1.34859 entropy_right : 1.57943 -> 46 84 +idx: 69 entropy_left: 1.42819 entropy_right : 1.5656 -> 46 84 +idx: 70 entropy_left: 1.41713 entropy_right : 1.55666 -> 46 84 +idx: 72 entropy_left: 1.51264 entropy_right : 1.45915 -> 46 84 +idx: 76 entropy_left: 1.45915 entropy_right : 0.811278 -> 46 84 +idx: 77 entropy_left: 1.49186 entropy_right : 0.591673 -> 46 84 +idx: 78 entropy_left: 1.49478 entropy_right : 0.650022 -> 46 84 +idx: 79 entropy_left: 1.51989 entropy_right : 0 -> 46 84 +cut: 2.85 index: 47 +start: 46 cut: 47 end: 84 +k=3 k1=1 k2=3 ent=1.50438 ent1=0 ent2=1.50798 +ig=0.0360812 delta=4.65466 N 38 term 0.259582 +idx: 48 entropy_left: 0 entropy_right : 1.48068 -> 47 84 +idx: 54 entropy_left: 0.591673 entropy_right : 1.50582 -> 47 84 +idx: 56 entropy_left: 1.22439 entropy_right : 1.53062 -> 47 84 +idx: 57 entropy_left: 1.15678 entropy_right : 1.53049 -> 47 84 +idx: 60 entropy_left: 1.29574 entropy_right : 1.56128 -> 47 84 +idx: 62 entropy_left: 1.23096 entropy_right : 1.5644 -> 47 84 +idx: 63 entropy_left: 1.24756 entropy_right : 1.57511 -> 47 84 +idx: 64 entropy_left: 1.37928 entropy_right : 1.55887 -> 47 84 +idx: 66 entropy_left: 1.37796 entropy_right : 1.57154 -> 47 84 +idx: 67 entropy_left: 1.36096 entropy_right : 1.57986 -> 47 84 +idx: 68 entropy_left: 1.35667 entropy_right : 1.57943 -> 47 84 +idx: 69 entropy_left: 1.43655 entropy_right : 1.5656 -> 47 84 +idx: 70 entropy_left: 1.42819 entropy_right : 1.55666 -> 47 84 +idx: 72 entropy_left: 1.52193 entropy_right : 1.45915 -> 47 84 +idx: 76 entropy_left: 1.47412 entropy_right : 0.811278 -> 47 84 +idx: 77 entropy_left: 1.50582 entropy_right : 0.591673 -> 47 84 +idx: 78 entropy_left: 1.50689 entropy_right : 0.650022 -> 47 84 +idx: 79 entropy_left: 1.53099 entropy_right : 0 -> 47 84 +cut: 2.9 index: 48 +start: 47 cut: 48 end: 84 +k=3 k1=1 k2=3 ent=1.50798 ent1=0 ent2=1.48068 +ig=0.0673178 delta=4.56196 N 37 term 0.263024 +idx: 54 entropy_left: 0 entropy_right : 1.50582 -> 48 84 +idx: 56 entropy_left: 0.811278 entropy_right : 1.53062 -> 48 84 +idx: 57 entropy_left: 0.764205 entropy_right : 1.53049 -> 48 84 +idx: 60 entropy_left: 0.979869 entropy_right : 1.56128 -> 48 84 +idx: 62 entropy_left: 0.940286 entropy_right : 1.5644 -> 48 84 +idx: 63 entropy_left: 0.970951 entropy_right : 1.57511 -> 48 84 +idx: 64 entropy_left: 1.24756 entropy_right : 1.55887 -> 48 84 +idx: 66 entropy_left: 1.25163 entropy_right : 1.57154 -> 48 84 +idx: 67 entropy_left: 1.23639 entropy_right : 1.57986 -> 48 84 +idx: 68 entropy_left: 1.2345 entropy_right : 1.57943 -> 48 84 +idx: 69 entropy_left: 1.35667 entropy_right : 1.5656 -> 48 84 +idx: 70 entropy_left: 1.34859 entropy_right : 1.55666 -> 48 84 +idx: 72 entropy_left: 1.48336 entropy_right : 1.45915 -> 48 84 +idx: 76 entropy_left: 1.43156 entropy_right : 0.811278 -> 48 84 +idx: 77 entropy_left: 1.47412 entropy_right : 0.591673 -> 48 84 +idx: 78 entropy_left: 1.47468 entropy_right : 0.650022 -> 48 84 +idx: 79 entropy_left: 1.50689 entropy_right : 0 -> 48 84 +cut: 2.9 index: 54 +start: 48 cut: 54 end: 84 +k=3 k1=1 k2=3 ent=1.48068 ent1=0 ent2=1.50582 +ig=0.225829 delta=4.71928 N 36 term 0.273571 +idx: 56 entropy_left: 0 entropy_right : 1.53062 -> 54 84 +idx: 57 entropy_left: 0.918296 entropy_right : 1.53049 -> 54 84 +idx: 60 entropy_left: 0.650022 entropy_right : 1.56128 -> 54 84 +idx: 62 entropy_left: 0.954434 entropy_right : 1.5644 -> 54 84 +idx: 63 entropy_left: 0.918296 entropy_right : 1.57511 -> 54 84 +idx: 64 entropy_left: 1.29546 entropy_right : 1.55887 -> 54 84 +idx: 66 entropy_left: 1.18872 entropy_right : 1.57154 -> 54 84 +idx: 67 entropy_left: 1.2389 entropy_right : 1.57986 -> 54 84 +idx: 68 entropy_left: 1.19812 entropy_right : 1.57943 -> 54 84 +idx: 69 entropy_left: 1.33827 entropy_right : 1.5656 -> 54 84 +idx: 70 entropy_left: 1.29879 entropy_right : 1.55666 -> 54 84 +idx: 72 entropy_left: 1.43552 entropy_right : 1.45915 -> 54 84 +idx: 76 entropy_left: 1.3093 entropy_right : 0.811278 -> 54 84 +idx: 77 entropy_left: 1.35345 entropy_right : 0.591673 -> 54 84 +idx: 78 entropy_left: 1.39654 entropy_right : 0.650022 -> 54 84 +idx: 79 entropy_left: 1.42696 entropy_right : 0 -> 54 84 +cut: 3 index: 79 +start: 54 cut: 79 end: 84 +k=3 k1=3 k2=1 ent=1.50582 ent1=1.42696 ent2=0 +ig=0.316689 delta=4.40727 N 30 term 0.308842 +¡Ding! 3 79 +idx: 56 entropy_left: 0 entropy_right : 1.47404 -> 54 79 +idx: 57 entropy_left: 0.918296 entropy_right : 1.43537 -> 54 79 +idx: 60 entropy_left: 0.650022 entropy_right : 1.50903 -> 54 79 +idx: 62 entropy_left: 0.954434 entropy_right : 1.37928 -> 54 79 +idx: 63 entropy_left: 0.918296 entropy_right : 1.40564 -> 54 79 +idx: 64 entropy_left: 1.29546 entropy_right : 1.39958 -> 54 79 +idx: 66 entropy_left: 1.18872 entropy_right : 1.46048 -> 54 79 +idx: 67 entropy_left: 1.2389 entropy_right : 1.32501 -> 54 79 +idx: 68 entropy_left: 1.19812 entropy_right : 1.34859 -> 54 79 +idx: 69 entropy_left: 1.33827 entropy_right : 1.36096 -> 54 79 +idx: 70 entropy_left: 1.29879 entropy_right : 1.39215 -> 54 79 +idx: 72 entropy_left: 1.43552 entropy_right : 1.37878 -> 54 79 +idx: 76 entropy_left: 1.3093 entropy_right : 0.918296 -> 54 79 +idx: 77 entropy_left: 1.35345 entropy_right : 1 -> 54 79 +idx: 78 entropy_left: 1.39654 entropy_right : 0 -> 54 79 +cut: 3 index: 78 +start: 54 cut: 78 end: 79 +k=3 k1=3 k2=1 ent=1.42696 ent1=1.39654 ent2=0 +ig=0.0862868 delta=4.55258 N 25 term 0.365502 +idx: 56 entropy_left: 0 entropy_right : 1.44858 -> 54 78 +idx: 57 entropy_left: 0.918296 entropy_right : 1.40998 -> 54 78 +idx: 60 entropy_left: 0.650022 entropy_right : 1.49554 -> 54 78 +idx: 62 entropy_left: 0.954434 entropy_right : 1.36631 -> 54 78 +idx: 63 entropy_left: 0.918296 entropy_right : 1.39958 -> 54 78 +idx: 64 entropy_left: 1.29546 entropy_right : 1.37878 -> 54 78 +idx: 66 entropy_left: 1.18872 entropy_right : 1.45915 -> 54 78 +idx: 67 entropy_left: 1.2389 entropy_right : 1.32218 -> 54 78 +idx: 68 entropy_left: 1.19812 entropy_right : 1.36096 -> 54 78 +idx: 69 entropy_left: 1.33827 entropy_right : 1.35164 -> 54 78 +idx: 70 entropy_left: 1.29879 entropy_right : 1.40564 -> 54 78 +idx: 72 entropy_left: 1.43552 entropy_right : 1.25163 -> 54 78 +idx: 76 entropy_left: 1.3093 entropy_right : 1 -> 54 78 +idx: 77 entropy_left: 1.35345 entropy_right : 0 -> 54 78 +cut: 3 index: 77 +start: 54 cut: 77 end: 78 +k=3 k1=3 k2=1 ent=1.39654 ent1=1.35345 ent2=0 +ig=0.0994805 delta=4.5146 N 24 term 0.37659 +idx: 56 entropy_left: 0 entropy_right : 1.40998 -> 54 77 +idx: 57 entropy_left: 0.918296 entropy_right : 1.35272 -> 54 77 +idx: 60 entropy_left: 0.650022 entropy_right : 1.44665 -> 54 77 +idx: 62 entropy_left: 0.954434 entropy_right : 1.23096 -> 54 77 +idx: 63 entropy_left: 0.918296 entropy_right : 1.26381 -> 54 77 +idx: 64 entropy_left: 1.29546 entropy_right : 1.2389 -> 54 77 +idx: 66 entropy_left: 1.18872 entropy_right : 1.32218 -> 54 77 +idx: 67 entropy_left: 1.2389 entropy_right : 0.970951 -> 54 77 +idx: 68 entropy_left: 1.19812 entropy_right : 0.991076 -> 54 77 +idx: 69 entropy_left: 1.33827 entropy_right : 0.954434 -> 54 77 +idx: 70 entropy_left: 1.29879 entropy_right : 0.985228 -> 54 77 +idx: 72 entropy_left: 1.43552 entropy_right : 0.721928 -> 54 77 +idx: 76 entropy_left: 1.3093 entropy_right : 0 -> 54 77 +cut: 3 index: 76 +start: 54 cut: 76 end: 77 +k=3 k1=3 k2=1 ent=1.35345 ent1=1.3093 ent2=0 +ig=0.101078 delta=4.5114 N 23 term 0.390036 +idx: 56 entropy_left: 0 entropy_right : 1.37095 -> 54 76 +idx: 57 entropy_left: 0.918296 entropy_right : 1.31243 -> 54 76 +idx: 60 entropy_left: 0.650022 entropy_right : 1.41974 -> 54 76 +idx: 62 entropy_left: 0.954434 entropy_right : 1.19812 -> 54 76 +idx: 63 entropy_left: 0.918296 entropy_right : 1.2389 -> 54 76 +idx: 64 entropy_left: 1.29546 entropy_right : 1.18872 -> 54 76 +idx: 66 entropy_left: 1.18872 entropy_right : 1.29546 -> 54 76 +idx: 67 entropy_left: 1.2389 entropy_right : 0.918296 -> 54 76 +idx: 68 entropy_left: 1.19812 entropy_right : 0.954434 -> 54 76 +idx: 69 entropy_left: 1.33827 entropy_right : 0.863121 -> 54 76 +idx: 70 entropy_left: 1.29879 entropy_right : 0.918296 -> 54 76 +idx: 72 entropy_left: 1.43552 entropy_right : 0 -> 54 76 +cut: 2.9 index: 56 +start: 54 cut: 56 end: 76 +k=3 k1=1 k2=3 ent=1.3093 ent1=0 ent2=1.37095 +ig=0.062978 delta=4.82882 N 22 term 0.419142 +idx: 57 entropy_left: 0 entropy_right : 1.31243 -> 56 76 +idx: 60 entropy_left: 0.811278 entropy_right : 1.41974 -> 56 76 +idx: 62 entropy_left: 1 entropy_right : 1.19812 -> 56 76 +idx: 63 entropy_left: 0.985228 entropy_right : 1.2389 -> 56 76 +idx: 64 entropy_left: 1.40564 entropy_right : 1.18872 -> 56 76 +idx: 66 entropy_left: 1.29546 entropy_right : 1.29546 -> 56 76 +idx: 67 entropy_left: 1.32218 entropy_right : 0.918296 -> 56 76 +idx: 68 entropy_left: 1.28067 entropy_right : 0.954434 -> 56 76 +idx: 69 entropy_left: 1.41956 entropy_right : 0.863121 -> 56 76 +idx: 70 entropy_left: 1.37878 entropy_right : 0.918296 -> 56 76 +idx: 72 entropy_left: 1.5 entropy_right : 0 -> 56 76 +cut: 2.95 index: 57 +start: 56 cut: 57 end: 76 +k=3 k1=1 k2=3 ent=1.37095 ent1=0 ent2=1.31243 +ig=0.124141 delta=4.4683 N 20 term 0.435811 +idx: 60 entropy_left: 0 entropy_right : 1.41974 -> 57 76 +idx: 62 entropy_left: 0.970951 entropy_right : 1.19812 -> 57 76 +idx: 63 entropy_left: 0.918296 entropy_right : 1.2389 -> 57 76 +idx: 64 entropy_left: 1.37878 entropy_right : 1.18872 -> 57 76 +idx: 66 entropy_left: 1.22439 entropy_right : 1.29546 -> 57 76 +idx: 67 entropy_left: 1.29546 entropy_right : 0.918296 -> 57 76 +idx: 68 entropy_left: 1.24067 entropy_right : 0.954434 -> 57 76 +idx: 69 entropy_left: 1.38443 entropy_right : 0.863121 -> 57 76 +idx: 70 entropy_left: 1.33468 entropy_right : 0.918296 -> 57 76 +idx: 72 entropy_left: 1.45656 entropy_right : 0 -> 57 76 +cut: 3 index: 60 +start: 57 cut: 60 end: 76 +k=3 k1=1 k2=3 ent=1.31243 ent1=0 ent2=1.41974 +ig=0.116863 delta=4.96577 N 19 term 0.480826 +idx: 62 entropy_left: 0 entropy_right : 1.19812 -> 60 76 +idx: 63 entropy_left: 0.918296 entropy_right : 1.2389 -> 60 76 +idx: 64 entropy_left: 1.5 entropy_right : 1.18872 -> 60 76 +idx: 66 entropy_left: 1.45915 entropy_right : 1.29546 -> 60 76 +idx: 67 entropy_left: 1.44882 entropy_right : 0.918296 -> 60 76 +idx: 68 entropy_left: 1.40564 entropy_right : 0.954434 -> 60 76 +idx: 69 entropy_left: 1.53049 entropy_right : 0.863121 -> 60 76 +idx: 70 entropy_left: 1.48548 entropy_right : 0.918296 -> 60 76 +idx: 72 entropy_left: 1.55459 entropy_right : 0 -> 60 76 +cut: 3 index: 62 +start: 60 cut: 62 end: 76 +k=3 k1=1 k2=3 ent=1.41974 ent1=0 ent2=1.19812 +ig=0.371384 delta=3.979 N 16 term 0.492868 +idx: 63 entropy_left: 0 entropy_right : 1.2389 -> 62 76 +idx: 64 entropy_left: 1 entropy_right : 1.18872 -> 62 76 +idx: 66 entropy_left: 0.811278 entropy_right : 1.29546 -> 62 76 +idx: 67 entropy_left: 1.37095 entropy_right : 0.918296 -> 62 76 +idx: 68 entropy_left: 1.25163 entropy_right : 0.954434 -> 62 76 +idx: 69 entropy_left: 1.37878 entropy_right : 0.863121 -> 62 76 +idx: 70 entropy_left: 1.29879 entropy_right : 0.918296 -> 62 76 +idx: 72 entropy_left: 1.36096 entropy_right : 0 -> 62 76 +cut: 3 index: 63 +start: 62 cut: 63 end: 76 +k=3 k1=1 k2=3 ent=1.19812 ent1=0 ent2=1.2389 +ig=0.0477091 delta=4.76621 N 14 term 0.604761 +idx: 64 entropy_left: 0 entropy_right : 1.18872 -> 63 76 +idx: 66 entropy_left: 0.918296 entropy_right : 1.29546 -> 63 76 +idx: 67 entropy_left: 1.5 entropy_right : 0.918296 -> 63 76 +idx: 68 entropy_left: 1.37095 entropy_right : 0.954434 -> 63 76 +idx: 69 entropy_left: 1.45915 entropy_right : 0.863121 -> 63 76 +idx: 70 entropy_left: 1.37878 entropy_right : 0.918296 -> 63 76 +idx: 72 entropy_left: 1.39215 entropy_right : 0 -> 63 76 +cut: 3 index: 64 +start: 63 cut: 64 end: 76 +k=3 k1=1 k2=3 ent=1.2389 ent1=0 ent2=1.18872 +ig=0.14162 delta=4.49332 N 13 term 0.621406 +idx: 66 entropy_left: 0 entropy_right : 1.29546 -> 64 76 +idx: 67 entropy_left: 0.918296 entropy_right : 0.918296 -> 64 76 +idx: 68 entropy_left: 0.811278 entropy_right : 0.954434 -> 64 76 +idx: 69 entropy_left: 1.37095 entropy_right : 0.863121 -> 64 76 +idx: 70 entropy_left: 1.25163 entropy_right : 0.918296 -> 64 76 +idx: 72 entropy_left: 1.40564 entropy_right : 0 -> 64 76 +cut: 3 index: 66 +start: 64 cut: 66 end: 76 +k=3 k1=1 k2=3 ent=1.18872 ent1=0 ent2=1.29546 +ig=0.10917 delta=4.96408 N 12 term 0.701959 +idx: 67 entropy_left: 0 entropy_right : 0.918296 -> 66 76 +idx: 68 entropy_left: 1 entropy_right : 0.954434 -> 66 76 +idx: 69 entropy_left: 1.58496 entropy_right : 0.863121 -> 66 76 +idx: 70 entropy_left: 1.5 entropy_right : 0.918296 -> 66 76 +idx: 72 entropy_left: 1.45915 entropy_right : 0 -> 66 76 +cut: 3 index: 67 +start: 66 cut: 67 end: 76 +k=3 k1=1 k2=2 ent=1.29546 ent1=0 ent2=0.918296 +ig=0.468996 delta=2.59406 N 10 term 0.576399 +idx: 68 entropy_left: 0 entropy_right : 0.954434 -> 67 76 +idx: 69 entropy_left: 1 entropy_right : 0.863121 -> 67 76 +idx: 70 entropy_left: 0.918296 entropy_right : 0.918296 -> 67 76 +idx: 72 entropy_left: 0.970951 entropy_right : 0 -> 67 76 +cut: 3 index: 68 +start: 67 cut: 68 end: 76 +k=2 k1=1 k2=2 ent=0.918296 ent1=0 ent2=0.954434 +ig=0.06991 delta=2.87963 N 9 term 0.653292 +idx: 69 entropy_left: 0 entropy_right : 0.863121 -> 68 76 +idx: 70 entropy_left: 1 entropy_right : 0.918296 -> 68 76 +idx: 72 entropy_left: 0.811278 entropy_right : 0 -> 68 76 +cut: 3 index: 72 +start: 68 cut: 72 end: 76 +k=2 k1=2 k2=1 ent=0.954434 ent1=0.811278 ent2=0 +ig=0.548795 delta=2.52104 N 8 term 0.66605 +idx: 69 entropy_left: 0 entropy_right : 0.918296 -> 68 72 +idx: 70 entropy_left: 1 entropy_right : 0 -> 68 72 +cut: 3 index: 69 +start: 68 cut: 69 end: 72 +k=2 k1=1 k2=2 ent=0.811278 ent1=0 ent2=0.918296 +ig=0.122556 delta=3.02139 N 4 term 1.15159 +idx: 70 entropy_left: 0 entropy_right : 0 -> 69 72 +cut: 3 index: 70 +start: 69 cut: 70 end: 72 +k=2 k1=1 k2=1 ent=0.918296 ent1=0 ent2=0 +ig=0.918296 delta=0.970763 N 3 term 0.656921 +¡Ding! 3 70 +idx: 50 entropy_left: 0 entropy_right : 1 -> 0 150 +idx: 86 entropy_left: 0.980798 entropy_right : 0.757878 -> 0 150 +idx: 87 entropy_left: 1.06007 entropy_right : 0.764205 -> 0 150 +idx: 96 entropy_left: 1.07115 entropy_right : 0.445065 -> 0 150 +idx: 97 entropy_left: 1.12232 entropy_right : 0.450791 -> 0 150 +idx: 98 entropy_left: 1.12209 entropy_right : 0.391244 -> 0 150 +idx: 99 entropy_left: 1.16439 entropy_right : 0.396628 -> 0 150 +idx: 100 entropy_left: 1.16372 entropy_right : 0.327445 -> 0 150 +idx: 101 entropy_left: 1.20021 entropy_right : 0.332287 -> 0 150 +idx: 102 entropy_left: 1.19918 entropy_right : 0.249882 -> 0 150 +idx: 106 entropy_left: 1.31027 entropy_right : 0.266765 -> 0 150 +idx: 107 entropy_left: 1.30863 entropy_right : 0.15935 -> 0 150 +idx: 111 entropy_left: 1.38601 entropy_right : 0.172037 -> 0 150 +idx: 112 entropy_left: 1.38409 entropy_right : 0 -> 0 150 +cut: 2.45 index: 50 +start: 0 cut: 50 end: 150 +k=3 k1=1 k2=2 ent=1.58496 ent1=0 ent2=1 +ig=0.918296 delta=1.88897 N 150 term 0.0607209 +¡Ding! 2.45 50 +idx: 86 entropy_left: 0 entropy_right : 0.757878 -> 50 150 +idx: 87 entropy_left: 0.179256 entropy_right : 0.764205 -> 50 150 +idx: 96 entropy_left: 0.151097 entropy_right : 0.445065 -> 50 150 +idx: 97 entropy_left: 0.253878 entropy_right : 0.450791 -> 50 150 +idx: 98 entropy_left: 0.249882 entropy_right : 0.391244 -> 50 150 +idx: 99 entropy_left: 0.332287 entropy_right : 0.396628 -> 50 150 +idx: 100 entropy_left: 0.327445 entropy_right : 0.327445 -> 50 150 +idx: 101 entropy_left: 0.396628 entropy_right : 0.332287 -> 50 150 +idx: 102 entropy_left: 0.391244 entropy_right : 0.249882 -> 50 150 +idx: 106 entropy_left: 0.591673 entropy_right : 0.266765 -> 50 150 +idx: 107 entropy_left: 0.585157 entropy_right : 0.15935 -> 50 150 +idx: 111 entropy_left: 0.715322 entropy_right : 0.172037 -> 50 150 +idx: 112 entropy_left: 0.708836 entropy_right : 0 -> 50 150 +cut: 4.8 index: 96 +start: 50 cut: 96 end: 150 +k=2 k1=2 k2=2 ent=1 ent1=0.151097 ent2=0.445065 +ig=0.69016 delta=1.99968 N 100 term 0.0862903 +¡Ding! 4.8 96 +idx: 86 entropy_left: 0 entropy_right : 0.468996 -> 50 96 +idx: 87 entropy_left: 0.179256 entropy_right : 0 -> 50 96 +cut: 4.55 index: 87 +start: 50 cut: 87 end: 96 +k=2 k1=2 k2=1 ent=0.151097 ent1=0.179256 ent2=0 +ig=0.00691275 delta=2.86367 N 46 term 0.181642 +idx: 86 entropy_left: 0 entropy_right : 0 -> 50 87 +cut: 4.5 index: 86 +start: 50 cut: 86 end: 87 +k=2 k1=1 k2=1 ent=0.179256 ent1=0 ent2=0 +ig=0.179256 delta=2.44884 N 37 term 0.205913 +idx: 97 entropy_left: 0 entropy_right : 0.450791 -> 96 150 +idx: 98 entropy_left: 1 entropy_right : 0.391244 -> 96 150 +idx: 99 entropy_left: 0.918296 entropy_right : 0.396628 -> 96 150 +idx: 100 entropy_left: 1 entropy_right : 0.327445 -> 96 150 +idx: 101 entropy_left: 0.970951 entropy_right : 0.332287 -> 96 150 +idx: 102 entropy_left: 1 entropy_right : 0.249882 -> 96 150 +idx: 106 entropy_left: 0.881291 entropy_right : 0.266765 -> 96 150 +idx: 107 entropy_left: 0.94566 entropy_right : 0.15935 -> 96 150 +idx: 111 entropy_left: 0.836641 entropy_right : 0.172037 -> 96 150 +idx: 112 entropy_left: 0.896038 entropy_right : 0 -> 96 150 +cut: 4.8 index: 97 +start: 96 cut: 97 end: 150 +k=2 k1=1 k2=2 ent=0.445065 ent1=0 ent2=0.450791 +ig=0.00262153 delta=2.81881 N 54 term 0.158273 +idx: 98 entropy_left: 0 entropy_right : 0.391244 -> 97 150 +idx: 99 entropy_left: 1 entropy_right : 0.396628 -> 97 150 +idx: 100 entropy_left: 0.918296 entropy_right : 0.327445 -> 97 150 +idx: 101 entropy_left: 1 entropy_right : 0.332287 -> 97 150 +idx: 102 entropy_left: 0.970951 entropy_right : 0.249882 -> 97 150 +idx: 106 entropy_left: 0.918296 entropy_right : 0.266765 -> 97 150 +idx: 107 entropy_left: 0.970951 entropy_right : 0.15935 -> 97 150 +idx: 111 entropy_left: 0.863121 entropy_right : 0.172037 -> 97 150 +idx: 112 entropy_left: 0.918296 entropy_right : 0 -> 97 150 +cut: 4.8 index: 98 +start: 97 cut: 98 end: 150 +k=2 k1=1 k2=2 ent=0.450791 ent1=0 ent2=0.391244 +ig=0.0669298 delta=2.68826 N 53 term 0.158277 +idx: 99 entropy_left: 0 entropy_right : 0.396628 -> 98 150 +idx: 100 entropy_left: 1 entropy_right : 0.327445 -> 98 150 +idx: 101 entropy_left: 0.918296 entropy_right : 0.332287 -> 98 150 +idx: 102 entropy_left: 1 entropy_right : 0.249882 -> 98 150 +idx: 106 entropy_left: 0.811278 entropy_right : 0.266765 -> 98 150 +idx: 107 entropy_left: 0.918296 entropy_right : 0.15935 -> 98 150 +idx: 111 entropy_left: 0.77935 entropy_right : 0.172037 -> 98 150 +idx: 112 entropy_left: 0.863121 entropy_right : 0 -> 98 150 +cut: 4.85 index: 99 +start: 98 cut: 99 end: 150 +k=2 k1=1 k2=2 ent=0.391244 ent1=0 ent2=0.396628 +ig=0.00224322 delta=2.81812 N 52 term 0.16328 +idx: 100 entropy_left: 0 entropy_right : 0.327445 -> 99 150 +idx: 101 entropy_left: 1 entropy_right : 0.332287 -> 99 150 +idx: 102 entropy_left: 0.918296 entropy_right : 0.249882 -> 99 150 +idx: 106 entropy_left: 0.863121 entropy_right : 0.266765 -> 99 150 +idx: 107 entropy_left: 0.954434 entropy_right : 0.15935 -> 99 150 +idx: 111 entropy_left: 0.811278 entropy_right : 0.172037 -> 99 150 +idx: 112 entropy_left: 0.890492 entropy_right : 0 -> 99 150 +cut: 4.9 index: 100 +start: 99 cut: 100 end: 150 +k=2 k1=1 k2=2 ent=0.396628 ent1=0 ent2=0.327445 +ig=0.0756034 delta=2.66899 N 51 term 0.162997 +idx: 101 entropy_left: 0 entropy_right : 0.332287 -> 100 150 +idx: 102 entropy_left: 1 entropy_right : 0.249882 -> 100 150 +idx: 106 entropy_left: 0.650022 entropy_right : 0.266765 -> 100 150 +idx: 107 entropy_left: 0.863121 entropy_right : 0.15935 -> 100 150 +idx: 111 entropy_left: 0.684038 entropy_right : 0.172037 -> 100 150 +idx: 112 entropy_left: 0.811278 entropy_right : 0 -> 100 150 +cut: 4.9 index: 101 +start: 100 cut: 101 end: 150 +k=2 k1=1 k2=2 ent=0.327445 ent1=0 ent2=0.332287 +ig=0.00180405 delta=2.81704 N 50 term 0.168635 +idx: 102 entropy_left: 0 entropy_right : 0.249882 -> 101 150 +idx: 106 entropy_left: 0.721928 entropy_right : 0.266765 -> 101 150 +idx: 107 entropy_left: 0.918296 entropy_right : 0.15935 -> 101 150 +idx: 111 entropy_left: 0.721928 entropy_right : 0.172037 -> 101 150 +idx: 112 entropy_left: 0.845351 entropy_right : 0 -> 101 150 +cut: 4.9 index: 102 +start: 101 cut: 102 end: 150 +k=2 k1=1 k2=2 ent=0.332287 ent1=0 ent2=0.249882 +ig=0.0875039 delta=2.64255 N 49 term 0.167908 +idx: 106 entropy_left: 0 entropy_right : 0.266765 -> 102 150 +idx: 107 entropy_left: 0.721928 entropy_right : 0.15935 -> 102 150 +idx: 111 entropy_left: 0.503258 entropy_right : 0.172037 -> 102 150 +idx: 112 entropy_left: 0.721928 entropy_right : 0 -> 102 150 +cut: 5 index: 106 +start: 102 cut: 106 end: 150 +k=2 k1=1 k2=2 ent=0.249882 ent1=0 ent2=0.266765 +ig=0.0053477 delta=2.84112 N 48 term 0.174911 +idx: 107 entropy_left: 0 entropy_right : 0.15935 -> 106 150 +idx: 111 entropy_left: 0.721928 entropy_right : 0.172037 -> 106 150 +idx: 112 entropy_left: 0.918296 entropy_right : 0 -> 106 150 +cut: 5 index: 107 +start: 106 cut: 107 end: 150 +k=2 k1=1 k2=2 ent=0.266765 ent1=0 ent2=0.15935 +ig=0.111037 delta=2.59253 N 44 term 0.182245 +idx: 111 entropy_left: 0 entropy_right : 0.172037 -> 107 150 +idx: 112 entropy_left: 0.721928 entropy_right : 0 -> 107 150 +cut: 5.1 index: 111 +start: 107 cut: 111 end: 150 +k=2 k1=1 k2=2 ent=0.15935 ent1=0 ent2=0.172037 +ig=0.00331657 delta=2.83273 N 43 term 0.19128 +idx: 112 entropy_left: 0 entropy_right : 0 -> 111 150 +cut: 5.1 index: 112 +start: 111 cut: 112 end: 150 +k=2 k1=1 k2=1 ent=0.172037 ent1=0 ent2=0 +ig=0.172037 delta=2.46328 N 39 term 0.197723 +idx: 50 entropy_left: 0 entropy_right : 1 -> 0 150 +idx: 80 entropy_left: 0.954434 entropy_right : 0.863121 -> 0 150 +idx: 81 entropy_left: 1.03862 entropy_right : 0.868534 -> 0 150 +idx: 96 entropy_left: 1.07115 entropy_right : 0.445065 -> 0 150 +idx: 98 entropy_left: 1.1649 entropy_right : 0.456684 -> 0 150 +idx: 101 entropy_left: 1.16291 entropy_right : 0.246023 -> 0 150 +idx: 102 entropy_left: 1.19918 entropy_right : 0.249882 -> 0 150 +idx: 103 entropy_left: 1.19802 entropy_right : 0.148549 -> 0 150 +idx: 112 entropy_left: 1.40183 entropy_right : 0.175565 -> 0 150 +idx: 113 entropy_left: 1.3999 entropy_right : 0 -> 0 150 +cut: 0.8 index: 50 +start: 0 cut: 50 end: 150 +k=3 k1=1 k2=2 ent=1.58496 ent1=0 ent2=1 +ig=0.918296 delta=1.88897 N 150 term 0.0607209 +¡Ding! 0.8 50 +idx: 80 entropy_left: 0 entropy_right : 0.863121 -> 50 150 +idx: 81 entropy_left: 0.205593 entropy_right : 0.868534 -> 50 150 +idx: 96 entropy_left: 0.151097 entropy_right : 0.445065 -> 50 150 +idx: 98 entropy_left: 0.33729 entropy_right : 0.456684 -> 50 150 +idx: 101 entropy_left: 0.322757 entropy_right : 0.246023 -> 50 150 +idx: 102 entropy_left: 0.391244 entropy_right : 0.249882 -> 50 150 +idx: 103 entropy_left: 0.386019 entropy_right : 0.148549 -> 50 150 +idx: 112 entropy_left: 0.740866 entropy_right : 0.175565 -> 50 150 +idx: 113 entropy_left: 0.734446 entropy_right : 0 -> 50 150 +cut: 1.7 index: 103 +start: 50 cut: 103 end: 150 +k=2 k1=2 k2=2 ent=1 ent1=0.386019 ent2=0.148549 +ig=0.725592 delta=1.87649 N 100 term 0.0850585 +¡Ding! 1.7 103 +idx: 80 entropy_left: 0 entropy_right : 0.666578 -> 50 103 +idx: 81 entropy_left: 0.205593 entropy_right : 0.574636 -> 50 103 +idx: 96 entropy_left: 0.151097 entropy_right : 0.985228 -> 50 103 +idx: 98 entropy_left: 0.33729 entropy_right : 0.721928 -> 50 103 +idx: 101 entropy_left: 0.322757 entropy_right : 1 -> 50 103 +idx: 102 entropy_left: 0.391244 entropy_right : 0 -> 50 103 +cut: 1.65 index: 102 +start: 50 cut: 102 end: 103 +k=2 k1=2 k2=1 ent=0.386019 ent1=0.391244 ent2=0 +ig=0.0021573 delta=2.8178 N 53 term 0.160722 +idx: 80 entropy_left: 0 entropy_right : 0.684038 -> 50 102 +idx: 81 entropy_left: 0.205593 entropy_right : 0.591673 -> 50 102 +idx: 96 entropy_left: 0.151097 entropy_right : 1 -> 50 102 +idx: 98 entropy_left: 0.33729 entropy_right : 0.811278 -> 50 102 +idx: 101 entropy_left: 0.322757 entropy_right : 0 -> 50 102 +cut: 1.6 index: 101 +start: 50 cut: 101 end: 102 +k=2 k1=2 k2=1 ent=0.391244 ent1=0.322757 ent2=0 +ig=0.0746935 delta=2.67038 N 52 term 0.160439 +idx: 80 entropy_left: 0 entropy_right : 0.591673 -> 50 101 +idx: 81 entropy_left: 0.205593 entropy_right : 0.468996 -> 50 101 +idx: 96 entropy_left: 0.151097 entropy_right : 0.970951 -> 50 101 +idx: 98 entropy_left: 0.33729 entropy_right : 0 -> 50 101 +cut: 1.55 index: 98 +start: 50 cut: 98 end: 101 +k=2 k1=2 k2=1 ent=0.322757 ent1=0.33729 ent2=0 +ig=0.00530747 delta=2.83642 N 51 term 0.16628 +idx: 80 entropy_left: 0 entropy_right : 0.650022 -> 50 98 +idx: 81 entropy_left: 0.205593 entropy_right : 0.522559 -> 50 98 +idx: 96 entropy_left: 0.151097 entropy_right : 0 -> 50 98 +cut: 1.5 index: 96 +start: 50 cut: 96 end: 98 +k=2 k1=2 k2=1 ent=0.33729 ent1=0.151097 ent2=0 +ig=0.192489 delta=2.43497 N 48 term 0.166449 +¡Ding! 1.5 96 +idx: 80 entropy_left: 0 entropy_right : 0.33729 -> 50 96 +idx: 81 entropy_left: 0.205593 entropy_right : 0 -> 50 96 +cut: 1.4 index: 81 +start: 50 cut: 81 end: 96 +k=2 k1=2 k2=1 ent=0.151097 ent1=0.205593 ent2=0 +ig=0.0125455 delta=2.91635 N 46 term 0.182787 +idx: 80 entropy_left: 0 entropy_right : 0 -> 50 81 +cut: 1.4 index: 80 +start: 50 cut: 80 end: 81 +k=2 k1=1 k2=1 ent=0.205593 ent1=0 ent2=0 +ig=0.205593 delta=2.39617 N 31 term 0.235583 +idx: 112 entropy_left: 0 entropy_right : 0.175565 -> 103 150 +idx: 113 entropy_left: 0.468996 entropy_right : 0 -> 103 150 +cut: 1.8 index: 112 +start: 103 cut: 112 end: 150 +k=2 k1=1 k2=2 ent=0.148549 ent1=0 ent2=0.175565 +ig=0.00660326 delta=2.86139 N 47 term 0.178403 +idx: 113 entropy_left: 0 entropy_right : 0 -> 112 150 +cut: 1.8 index: 113 +start: 112 cut: 113 end: 150 +k=2 k1=1 k2=1 ent=0.175565 ent1=0 ent2=0 +ig=0.175565 delta=2.45622 N 38 term 0.201728 +[[4.900000095367432, 5.199999809265137, 5.400000095367432, 6.75]] diff --git a/debug.cpp b/debug.cpp index 3d38136..4bab3e8 100644 --- a/debug.cpp +++ b/debug.cpp @@ -11,21 +11,21 @@ for (auto cutPoint = cutIdx.begin(); cutPoint != cutIdx.end(); ++cutPoint) { // << Metrics::informationGain(y, 0, y.size(), *cutPoint, Metrics::numClasses(y, 0, y.size())) << std::endl; } -def test(self) : +def test(self): print("Calculating cut points in python for first feature") yz = self.y_.copy() xz = X[:, 0].copy() xz = xz[np.argsort(X[:, 0])] yz = yz[np.argsort(X[:, 0])] cuts = [] - for i in range(1, len(yz)) : + for i in range(1, len(yz)): if yz[i] != yz[i - 1] and xz[i - 1] < xz[i] : print(f"Cut point: ({xz[i-1]}, {xz[i]}) ({yz[i-1]}, {yz[i]})") cuts.append((xz[i] + xz[i - 1]) / 2) print("Cuts calculados en python: ", cuts) print("-- Cuts calculados en C++ --") print("Cut points for each feature in Iris dataset:") - for i in range(0, 1) : + for i in range(0, 1): # datax = self.X_[np.argsort(self.X_[:, i]), i] # y_ = self.y_[np.argsort(self.X_[:, i])] datax = self.X_[:, i] @@ -46,4 +46,228 @@ def test(self) : print("Disretized values:") print(self.discretizer_.get_discretized_values()) print("*******************************") - return X \ No newline at end of file + return X + + c++ + i: 0 4.3, 0 + i : 1 4.4, 0 + i : 2 4.4, 0 + i : 3 4.4, 0 + i : 4 4.5, 0 + i : 5 4.6, 0 + i : 6 4.6, 0 + i : 7 4.6, 0 + i : 8 4.6, 0 + i : 9 4.7, 0 + i : 10 4.7, 0 + i : 11 4.8, 0 + i : 12 4.8, 0 + i : 13 4.8, 0 + i : 14 4.8, 0 + i : 15 4.8, 0 + i : 16 4.9, 0 + i : 17 4.9, 0 + i : 18 4.9, 0 + i : 19 4.9, 0 + i : 20 4.9, 1 + + python + i : 0 4.3 0 + i : 1 4.4 0 + i : 2 4.4 0 + i : 3 4.4 0 + i : 4 4.5 0 + i : 5 4.6 0 + i : 6 4.6 0 + i : 7 4.6 0 + i : 8 4.6 0 + i : 9 4.7 0 + i : 10 4.7 0 + i : 11 4.8 0 + i : 12 4.8 0 + i : 13 4.8 0 + i : 14 4.8 0 + i : 15 4.8 0 + i : 16 4.9 1 + i : 17 4.9 2 + i : 18 4.9 0 + i : 19 4.9 0 + i : 20 4.9 0 + + + + idx: 20 entropy_left : 0 entropy_right : 0.488187 -> 0 150 + idx : 21 entropy_left : 0.0670374 entropy_right : 0.489381 -> 0 150 + idx : 22 entropy_left : 0.125003 entropy_right : 0.490573 -> 0 150 + idx : 24 entropy_left : 0.11507 entropy_right : 0.482206 -> 0 150 + idx : 25 entropy_left : 0.162294 entropy_right : 0.483488 -> 0 150 + idx : 29 entropy_left : 0.141244 entropy_right : 0.462922 -> 0 150 + idx : 30 entropy_left : 0.178924 entropy_right : 0.464386 -> 0 150 + idx : 33 entropy_left : 0.163818 entropy_right : 0.444778 -> 0 150 + idx : 34 entropy_left : 0.195735 entropy_right : 0.44637 -> 0 150 + idx : 44 entropy_left : 0.154253 entropy_right : 0.339183 -> 0 150 + idx : 45 entropy_left : 0.178924 entropy_right : 0.34098 -> 0 150 + idx : 51 entropy_left : 0.159328 entropy_right : 0.217547 -> 0 150 + idx : 52 entropy_left : 0.180508 entropy_right : 0.219019 -> 0 150 + idx : 53 entropy_left : 0.177368 entropy_right : 0.189687 -> 0 150 + idx : 58 entropy_left : 0.265229 entropy_right : 0.196677 -> 0 150 + idx : 59 entropy_left : 0.261331 entropy_right : 0.162291 -> 0 150 + idx : 61 entropy_left : 0.289819 entropy_right : 0.164857 -> 0 150 + idx : 62 entropy_left : 0.302928 entropy_right : 0.166175 -> 0 150 + idx : 68 entropy_left : 0.36831 entropy_right : 0.174607 -> 0 150 + idx : 69 entropy_left : 0.364217 entropy_right : 0.131848 -> 0 150 + idx : 70 entropy_left : 0.373248 entropy_right : 0.133048 -> 0 150 + idx : 71 entropy_left : 0.381826 entropy_right : 0.134273 -> 0 150 + idx : 72 entropy_left : 0.377855 entropy_right : 0.0805821 -> 0 150 + idx : 74 entropy_left : 0.393817 entropy_right : 0.0822096 -> 0 150 + idx : 75 entropy_left : 0.401218 entropy_right : 0.0830509 -> 0 150 + idx : 76 entropy_left : 0.397415 entropy_right : 0 -> 0 150 + idx : 77 entropy_left : 0.4045 entropy_right : 0 -> 0 150 + idx : 78 entropy_left : 0.411247 entropy_right : 0 -> 0 150 + idx : 79 entropy_left : 0.417674 entropy_right : 0 -> 0 150 + idx : 81 entropy_left : 0.429626 entropy_right : 0 -> 0 150 + idx : 83 entropy_left : 0.440472 entropy_right : 0 -> 0 150 + idx : 84 entropy_left : 0.445513 entropy_right : 0 -> 0 150 + idx : 87 entropy_left : 0.459246 entropy_right : 0 -> 0 150 + idx : 88 entropy_left : 0.463395 entropy_right : 0 -> 0 150 + idx : 89 entropy_left : 0.467347 entropy_right : 0 -> 0 150 + idx : 91 entropy_left : 0.474691 entropy_right : 0 -> 0 150 + idx : 95 entropy_left : 0.487368 entropy_right : 0 -> 0 150 + idx : 97 entropy_left : 0.492813 entropy_right : 0 -> 0 150 + idx : 99 entropy_left : 0.497728 entropy_right : 0 -> 0 150 + idx : 101 entropy_left : 0.502156 entropy_right : 0 -> 0 150 + idx : 102 entropy_left : 0.504201 entropy_right : 0 -> 0 150 + idx : 104 entropy_left : 0.507973 entropy_right : 0 -> 0 150 + idx : 105 entropy_left : 0.509709 entropy_right : 0 -> 0 150 + idx : 106 entropy_left : 0.511351 entropy_right : 0 -> 0 150 + idx : 107 entropy_left : 0.512902 entropy_right : 0 -> 0 150 + idx : 109 entropy_left : 0.515747 entropy_right : 0 -> 0 150 + idx : 110 entropy_left : 0.517047 entropy_right : 0 -> 0 150 + idx : 113 entropy_left : 0.520497 entropy_right : 0 -> 0 150 + idx : 114 entropy_left : 0.521506 entropy_right : 0 -> 0 150 + idx : 117 entropy_left : 0.524149 entropy_right : 0 -> 0 150 + idx : 118 entropy_left : 0.52491 entropy_right : 0 -> 0 150 + idx : 120 entropy_left : 0.526264 entropy_right : 0 -> 0 150 + idx : 122 entropy_left : 0.52741 entropy_right : 0 -> 0 150 + idx : 127 entropy_left : 0.52946 entropy_right : 0 -> 0 150 + idx : 130 entropy_left : 0.530197 entropy_right : 0 -> 0 150 + idx : 132 entropy_left : 0.530507 entropy_right : 0 -> 0 150 + idx : 133 entropy_left : 0.530611 entropy_right : 0 -> 0 150 + idx : 134 entropy_left : 0.530684 entropy_right : 0 -> 0 150 + idx : 135 entropy_left : 0.530726 entropy_right : 0 -> 0 150 + idx : 137 entropy_left : 0.530721 entropy_right : 0 -> 0 150 + idx : 138 entropy_left : 0.530677 entropy_right : 0 -> 0 150 + cut : 5.5 index : 53 + start : 0 cut : 53 end : 150 + k = 3 k1 = 3 k2 = 3 ent = 0.528321 ent1 = 0.177368 ent2 = 0.189687 + ig = 0.342987 delta = 4.16006 N 150 term 0.0758615 + ¡Ding!5.5 53 + + + idx : 20 entropy_left : 0 entropy_right : 1.5485806065228545 -> 0 150 + idx : 21 entropy_left : 0.2761954276479391 entropy_right : 1.549829505666378 -> 0 150 + idx : 22 entropy_left : 0.5304060778306042 entropy_right : 1.5511852922535474 -> 0 150 + idx : 24 entropy_left : 0.4971501836369671 entropy_right : 1.5419822842863982 -> 0 150 + idx : 25 entropy_left : 0.6395563653739031 entropy_right : 1.5433449229510985 -> 0 150 + idx : 29 entropy_left : 0.574828144380386 entropy_right : 1.5202013991459298 -> 0 150 + idx : 30 entropy_left : 0.6746799231474564 entropy_right : 1.521677608876836 -> 0 150 + idx : 33 entropy_left : 0.6311718053929063 entropy_right : 1.4992098113026513 -> 0 150 + idx : 34 entropy_left : 0.7085966983474103 entropy_right : 1.5007111828980744 -> 0 150 + idx : 44 entropy_left : 0.5928251064639408 entropy_right : 1.3764263022492553 -> 0 150 + idx : 45 entropy_left : 0.6531791627726858 entropy_right : 1.3779796176519241 -> 0 150 + idx : 51 entropy_left : 0.5990326006132177 entropy_right : 1.2367928607774141 -> 0 150 + idx : 52 entropy_left : 0.6496096346956632 entropy_right : 1.2377158231343603 -> 0 150 + idx : 53 entropy_left : 0.6412482850735854 entropy_right : 1.2046986815511866 -> 0 150 + idx : 58 entropy_left : 0.8211258609270055 entropy_right : 1.2056112071736118 -> 0 150 + idx : 59 entropy_left : 0.8128223064150747 entropy_right : 1.167065448996099 -> 0 150 + idx : 61 entropy_left : 0.8623538561746379 entropy_right : 1.1653351793699953 -> 0 150 + idx : 62 entropy_left : 0.9353028851500502 entropy_right : 1.1687172769890006 -> 0 150 + idx : 68 entropy_left : 1.031929035599206 entropy_right : 1.1573913563403753 -> 0 150 + idx : 69 entropy_left : 1.0246284743137688 entropy_right : 1.109500797247481 -> 0 150 + idx : 70 entropy_left : 1.036186417911213 entropy_right : 1.105866621101474 -> 0 150 + idx : 71 entropy_left : 1.0895830429620594 entropy_right : 1.1104593064416028 -> 0 150 + idx : 72 entropy_left : 1.0822273380873693 entropy_right : 1.0511407586429597 -> 0 150 + idx : 74 entropy_left : 1.1015727511177442 entropy_right : 1.041722068095403 -> 0 150 + idx : 75 entropy_left : 1.1457749842070042 entropy_right : 1.0462881865460743 -> 0 150 + idx : 76 entropy_left : 1.1387129726704701 entropy_right : 0.9568886656798212 -> 0 150 + idx : 77 entropy_left : 1.1468549240968817 entropy_right : 0.9505668528932196 -> 0 150 + idx : 78 entropy_left : 1.1848333092150132 entropy_right : 0.9544340029249649 -> 0 150 + idx : 79 entropy_left : 1.1918623939938016 entropy_right : 0.9477073729342066 -> 0 150 + idx : 81 entropy_left : 1.2548698305334247 entropy_right : 0.9557589912150009 -> 0 150 + idx : 83 entropy_left : 1.2659342914094807 entropy_right : 0.9411864371816835 -> 0 150 + idx : 84 entropy_left : 1.2922669208691815 entropy_right : 0.9456603046006402 -> 0 150 + idx : 87 entropy_left : 1.3041589171425696 entropy_right : 0.9182958340544896 -> 0 150 + idx : 88 entropy_left : 1.327572716814381 entropy_right : 0.9235785996175947 -> 0 150 + idx : 89 entropy_left : 1.330465426809402 entropy_right : 0.9127341558073343 -> 0 150 + idx : 91 entropy_left : 1.3709454625942779 entropy_right : 0.9238422284571814 -> 0 150 + idx : 95 entropy_left : 1.378063041001916 entropy_right : 0.8698926856041563 -> 0 150 + idx : 97 entropy_left : 1.4115390027326744 entropy_right : 0.8835850861052532 -> 0 150 + idx : 99 entropy_left : 1.4130351465796736 entropy_right : 0.8478617451660526 -> 0 150 + idx : 101 entropy_left : 1.4412464483479606 entropy_right : 0.863120568566631 -> 0 150 + idx : 102 entropy_left : 1.4415827640191903 entropy_right : 0.8426578772022391 -> 0 150 + idx : 104 entropy_left : 1.4655411381577925 entropy_right : 0.8589810370425963 -> 0 150 + idx : 105 entropy_left : 1.465665295753282 entropy_right : 0.8366407419411673 -> 0 150 + idx : 106 entropy_left : 1.4762911618692924 entropy_right : 0.8453509366224365 -> 0 150 + idx : 107 entropy_left : 1.4762132849962355 entropy_right : 0.8203636429576732 -> 0 150 + idx : 109 entropy_left : 1.4951379218217782 entropy_right : 0.8390040613676977 -> 0 150 + idx : 110 entropy_left : 1.4949188482339508 entropy_right : 0.8112781244591328 -> 0 150 + idx : 113 entropy_left : 1.5183041104369397 entropy_right : 0.8418521897563207 -> 0 150 + idx : 114 entropy_left : 1.51802714866133 entropy_right : 0.8112781244591328 -> 0 150 + idx : 117 entropy_left : 1.5364854516368571 entropy_right : 0.8453509366224365 -> 0 150 + idx : 118 entropy_left : 1.5361890331151247 entropy_right : 0.8112781244591328 -> 0 150 + idx : 120 entropy_left : 1.5462566034163763 entropy_right : 0.8366407419411673 -> 0 150 + idx : 122 entropy_left : 1.545378825051491 entropy_right : 0.74959525725948 -> 0 150 + idx : 127 entropy_left : 1.5644893588382582 entropy_right : 0.828055725379504 -> 0 150 + idx : 130 entropy_left : 1.562956340286807 entropy_right : 0.6098403047164004 -> 0 150 + idx : 132 entropy_left : 1.5687623685201277 entropy_right : 0.6500224216483541 -> 0 150 + idx : 133 entropy_left : 1.5680951037987416 entropy_right : 0.5225593745369408 -> 0 150 + idx : 134 entropy_left : 1.5706540443736308 entropy_right : 0.5435644431995964 -> 0 150 + idx : 135 entropy_left : 1.5699201014782036 entropy_right : 0.35335933502142136 -> 0 150 + idx : 137 entropy_left : 1.5744201314186457 entropy_right : 0.39124356362925566 -> 0 150 + idx : 138 entropy_left : 1.5736921054134685 entropy_right : 0 -> 0 150 + ¡Ding!4.9 20 + + k = 2 k1 = 1 k2 = 2 ent = 0.5225593745369408 ent1 = 0 ent2 = 0.5435644431995964 + ig = 0.010969310349085326 delta = 2.849365059382915 N 17 term 0.4029038270225244 + idx : 135 entropy_left : 0 entropy_right : 0.35335933502142136 -> 134 150 + idx : 137 entropy_left : 0.9182958340544896 entropy_right : 0.39124356362925566 -> 134 150 + idx : 138 entropy_left : 1.0 entropy_right : 0 -> 134 150 + start : 134 cut : 135 end : 150 + k = 2 k1 = 1 k2 = 2 ent = 0.5435644431995964 ent1 = 0 ent2 = 0.35335933502142136 + ig = 0.21229006661701388 delta = 2.426944705701254 N 16 term 0.39586470633186077 + idx : 137 entropy_left : 0 entropy_right : 0.39124356362925566 -> 135 150 + idx : 138 entropy_left : 0.9182958340544896 entropy_right : 0 -> 135 150 + start : 135 cut : 137 end : 150 + k = 2 k1 = 1 k2 = 2 ent = 0.35335933502142136 ent1 = 0 ent2 = 0.39124356362925566 + ig = 0.01428157987606643 delta = 2.8831233792732727 N 15 term 0.44603188675539174 + idx : 138 entropy_left : 0 entropy_right : 0 -> 137 150 + start : 137 cut : 138 end : 150 + k = 2 k1 = 1 k2 = 1 ent = 0.39124356362925566 ent1 = 0 ent2 = 0 + ig = 0.39124356362925566 delta = 2.0248677947990927 N 13 term 0.4315254073477115 + [[4.9, 5.2, 5.4, 6.75]] + + + cut : 1.4 index : 81 + start : 50 cut : 81 end : 96 + k = 2 k1 = 2 k2 = 1 ent = 0.151097 ent1 = 0.205593 ent2 = 0 + ig = 0.0125455 delta = 2.91635 N 46 term 0.182787 + idx : 80 entropy_left : 0 entropy_right : 0 -> 50 81 + cut : 1.4 index : 80 + start : 50 cut : 80 end : 81 + k = 2 k1 = 1 k2 = 1 ent = 0.205593 ent1 = 0 ent2 = 0 + ig = 0.205593 delta = 2.39617 N 31 term 0.235583 + idx : 112 entropy_left : 0 entropy_right : 0.175565 -> 103 150 + idx : 113 entropy_left : 0.468996 entropy_right : 0 -> 103 150 + cut : 1.8 index : 112 + start : 103 cut : 112 end : 150 + k = 2 k1 = 1 k2 = 2 ent = 0.148549 ent1 = 0 ent2 = 0.175565 + ig = 0.00660326 delta = 2.86139 N 47 term 0.178403 + idx : 113 entropy_left : 0 entropy_right : 0 -> 112 150 + cut : 1.8 index : 113 + start : 112 cut : 113 end : 150 + k = 2 k1 = 1 k2 = 1 ent = 0.175565 ent1 = 0 ent2 = 0 + ig = 0.175565 delta = 2.45622 N 38 term 0.201728 + [[4.900000095367432, 4.949999809265137, 5.0, 5.099999904632568, 5.199999809265137, 5.25, 5.400000095367432, 5.449999809265137, + 5.5, 5.550000190734863, 5.599999904632568, 5.699999809265137, 5.800000190734863, 5.900000095367432, 5.949999809265137, 6.0, 6.050000190734863, + 6.099999904632568, 6.149999618530273, 6.199999809265137, 6.25, 6.300000190734863, 6.400000095367432, 6.5, 6.550000190734863, 6.649999618530273, 6.699999809265137, + 6.75, 6.800000190734863, 6.850000381469727, 6.900000095367432, 6.949999809265137, 7.050000190734863]] \ No newline at end of file diff --git a/fimdlp/CPPFImdlp.cpp b/fimdlp/CPPFImdlp.cpp index be5819f..cdafb99 100644 --- a/fimdlp/CPPFImdlp.cpp +++ b/fimdlp/CPPFImdlp.cpp @@ -13,12 +13,12 @@ namespace mdlp { return os; } - CPPFImdlp::CPPFImdlp() : proposal(true), precision(6), debug(false) + CPPFImdlp::CPPFImdlp(): proposal(true), precision(6), debug(false) { divider = pow(10, precision); numClasses = 0; } - CPPFImdlp::CPPFImdlp(bool proposal, int precision, bool debug) : proposal(proposal), precision(precision), debug(debug) + CPPFImdlp::CPPFImdlp(bool proposal, int precision, bool debug): proposal(proposal), precision(precision), debug(debug) { divider = pow(10, precision); numClasses = 0; diff --git a/fimdlp/Metrics.cpp b/fimdlp/Metrics.cpp index 6887400..ffc1806 100644 --- a/fimdlp/Metrics.cpp +++ b/fimdlp/Metrics.cpp @@ -26,7 +26,7 @@ namespace mdlp { entropy -= p * log2(p); } } - return entropy; + return entropy < 0 ? 0 : entropy; } float Metrics::informationGain(labels& y, indices_t& indices, size_t start, size_t end, size_t cutPoint, int nClasses) { @@ -45,3 +45,13 @@ namespace mdlp { } } +/* + cache_t entropyCache; + std::map, double> c; + + // Set the value at index (3, 5) to 7.8. + c[std::make_tuple(3, 5)] = 7.8; + + // Print the value at index (3, 5). + std::cout << c[std::make_tuple(3, 5)] << std::endl; +*/ \ No newline at end of file diff --git a/fimdlp/ccFImdlp.cc b/fimdlp/ccFImdlp.cc new file mode 100644 index 0000000..cb5cc1f --- /dev/null +++ b/fimdlp/ccFImdlp.cc @@ -0,0 +1,159 @@ +#include "ccFImdlp.h" +#include +#include +#include +#include +#include "ccMetrics.h" + +namespace mdlp { + CPPFImdlp::CPPFImdlp(): proposal(true), precision(6), debug(false), divider(pow(10, precision)), indices(indices_t()), y(labels()), metrics(Metrics(y, indices)) + { + } + CPPFImdlp::CPPFImdlp(bool proposal, int precision, bool debug): proposal(proposal), precision(precision), debug(debug), divider(pow(10, precision)), indices(indices_t()), y(labels()), metrics(Metrics(y, indices)) + { + } + CPPFImdlp::~CPPFImdlp() + = default; + + CPPFImdlp& CPPFImdlp::fitx(samples& X_, labels& y_) + { + X = X_; + y = y_; + if (X.size() != y.size()) { + throw invalid_argument("X and y must have the same size"); + } + if (X.size() == 0 || y.size() == 0) { + throw invalid_argument("X and y must have at least one element"); + } + indices = sortIndices(X_); + metrics.setData(y, indices); + computeCutPointsRecursive(0, X.size()); + //simulateCutPointsRecursive(); + return *this; + } + void CPPFImdlp::simulateCutPointsRecursive() + { + cutPoints_t jobs = cutPoints_t(); + jobs.push_back(cutPoint_t({ 0, X.size() })); + while (jobs.size() > 0) { + auto interval = jobs.back(); + jobs.pop_back(); + //cout << "start: " << interval.start << " end: " << interval.end << endl; + auto cut = getCandidateSimulate(interval.start, interval.end); + if (cut == -1 || !mdlp(interval.start, cut, interval.end)) { + if (interval.start != 0) + xCutPoints.push_back(xcutPoint_t({ interval.start, (X[indices[interval.start]] + X[indices[interval.start - 1]]) / 2 })); + if (interval.end != X.size()) + xCutPoints.push_back(xcutPoint_t({ interval.end, (X[indices[interval.end]] + X[indices[interval.end - 1]]) / 2 })); + continue; + } + jobs.push_back(cutPoint_t({ interval.start, size_t(cut) })); + jobs.push_back(cutPoint_t({ size_t(cut), interval.end })); + + } + } + void CPPFImdlp::computeCutPointsRecursive(size_t start, size_t end) + { + xcutPoint_t cut; + //cout << "start: " << start << " end: " << end << endl; + if (end - start < 2) + return; + cut = getCandidate(start, end); + if (cut.value == -1 || !mdlp(start, cut.index, end)) { + // cut.value == -1 means that there is no candidate in the interval + // that enhances the information gain + //cout << "¡Ding! " << cut.value << " " << cut.index << endl; + if (start != 0) + xCutPoints.push_back(xcutPoint_t({ start, (X[indices[start]] + X[indices[start - 1]]) / 2 })); + if (end != X.size()) + xCutPoints.push_back(xcutPoint_t({ end, (X[indices[end]] + X[indices[end - 1]]) / 2 })); + return; + } + computeCutPointsRecursive(start, cut.index); + computeCutPointsRecursive(cut.index, end); + } + xcutPoint_t CPPFImdlp::getCandidate(size_t start, size_t end) + { + xcutPoint_t candidate; + int elements = end - start; + candidate.value = -1; + candidate.index = -1; + float entropy_left, entropy_right, minEntropy = numeric_limits::max(); + for (auto idx = start + 1; idx < end; idx++) { + if (y[indices[idx]] == y[indices[idx - 1]]) + continue; + entropy_left = float(idx - start) / elements * metrics.entropy(start, idx); + entropy_right = float(end - idx) / elements * metrics.entropy(idx, end); + if (entropy_left + entropy_right < minEntropy) { + minEntropy = entropy_left + entropy_right; + candidate.value = (X[indices[idx]] + X[indices[idx - 1]]) / 2; + candidate.index = idx; + } + } + return candidate; + } + int CPPFImdlp::getCandidateSimulate(size_t start, size_t end) + { + int candidate = -1; + int elements = end - start; + float entropy_left, entropy_right, minEntropy = numeric_limits::max(); + for (auto idx = start + 1; idx < end; idx++) { + if (y[indices[idx]] == y[indices[idx - 1]]) + continue; + entropy_left = float(idx - start) / elements * metrics.entropy(start, idx); + entropy_right = float(end - idx) / elements * metrics.entropy(idx, end); + if (minEntropy > entropy_left + entropy_right) { + minEntropy = entropy_left + entropy_right; + candidate = idx; + } + } + return candidate; + } + bool CPPFImdlp::mdlp(size_t start, size_t cut, size_t end) + { + int k, k1, k2; + float ig, delta; + float ent, ent1, ent2; + auto N = float(end - start); + if (N < 2) { + return false; + } + k = metrics.computeNumClasses(start, end); + k1 = metrics.computeNumClasses(start, cut); + k2 = metrics.computeNumClasses(cut, end); + ent = metrics.entropy(start, end); + ent1 = metrics.entropy(start, cut); + ent2 = metrics.entropy(cut, end); + ig = metrics.informationGain(start, cut, end); + delta = log2(pow(3, float(k)) - 2) - (float(k) * ent - float(k1) * ent1 - float(k2) * ent2); + float term = 1 / N * (log2(N - 1) + delta); + if (debug) { + cout << "start: " << start << " cut: " << cut << " end: " << end << endl; + cout << "k=" << k << " k1=" << k1 << " k2=" << k2 << " ent=" << ent << " ent1=" << ent1 << " ent2=" << ent2 << endl; + cout << "ig=" << ig << " delta=" << delta << " N " << N << " term " << term << endl; + } + return ig > term; + } + samples CPPFImdlp::getCutPointsx() + { + // Remove duplicates and sort + samples output(xCutPoints.size()); + set s; + unsigned size = xCutPoints.size(); + for (unsigned i = 0; i < size; i++) + s.insert(xCutPoints[i].value); + output.assign(s.begin(), s.end()); + sort(output.begin(), output.end()); + return output; + } + // Argsort from https://stackoverflow.com/questions/1577475/c-sorting-and-keeping-track-of-indexes + indices_t CPPFImdlp::sortIndices(samples& X_) + { + indices_t idx(X_.size()); + iota(idx.begin(), idx.end(), 0); + for (size_t i = 0; i < X_.size(); i++) + sort(idx.begin(), idx.end(), [&X_](size_t i1, size_t i2) + { return X_[i1] < X_[i2]; }); + return idx; + } +} diff --git a/fimdlp/ccFImdlp.h b/fimdlp/ccFImdlp.h new file mode 100644 index 0000000..a35d53a --- /dev/null +++ b/fimdlp/ccFImdlp.h @@ -0,0 +1,35 @@ +#ifndef CCFIMDLP_H +#define CCFIMDLP_H +#include "typesFImdlp.h" +#include "ccMetrics.h" +#include +namespace mdlp { + class CPPFImdlp { + protected: + bool proposal; // proposed algorithm or original algorithm + int precision; + bool debug; + float divider; + indices_t indices; // sorted indices to use with X and y + samples X; + labels y; + Metrics metrics; + xcutPoints_t xCutPoints; + + static indices_t sortIndices(samples&); + void computeCutPointsRecursive(size_t, size_t); + xcutPoint_t getCandidate(size_t, size_t); + bool mdlp(size_t, size_t, size_t); + void simulateCutPointsRecursive(); + int getCandidateSimulate(size_t, size_t); + + public: + CPPFImdlp(); + CPPFImdlp(bool, int, bool debug = false); + ~CPPFImdlp(); + indices_t getIndices(); + CPPFImdlp& fitx(samples&, labels&); + samples getCutPointsx(); + }; +} +#endif \ No newline at end of file diff --git a/fimdlp/ccMetrics.cc b/fimdlp/ccMetrics.cc new file mode 100644 index 0000000..06ddb9a --- /dev/null +++ b/fimdlp/ccMetrics.cc @@ -0,0 +1,74 @@ +#include "ccMetrics.h" +#include +#include +using namespace std; +namespace mdlp { + Metrics::Metrics(labels& y_, indices_t& indices_): y(y_), indices(indices_), numClasses(computeNumClasses(0, indices.size())), entropyCache(cacheEnt_t()), igCache(cacheIg_t()) + { + } + int Metrics::computeNumClasses(size_t start, size_t end) + { + set nClasses; + for (auto i = start; i < end; ++i) { + nClasses.insert(y[indices[i]]); + } + return nClasses.size(); + } + void Metrics::setData(labels& y_, indices_t& indices_) + { + indices = indices_; + y = y_; + numClasses = computeNumClasses(0, indices.size()); + } + float Metrics::entropy(size_t start, size_t end) + { + float p, ventropy = 0; + int nElements = 0; + labels counts(numClasses + 1, 0); + if (end - start < 2) + return 0; + if (entropyCache.find(make_tuple(start, end)) != entropyCache.end()) { + return entropyCache[make_tuple(start, end)]; + } + for (auto i = &indices[start]; i != &indices[end]; ++i) { + counts[y[*i]]++; + nElements++; + } + for (auto count : counts) { + if (count > 0) { + p = (float)count / nElements; + ventropy -= p * log2(p); + } + } + entropyCache[make_tuple(start, end)] = ventropy; + return ventropy; + } + float Metrics::informationGain(size_t start, size_t cut, size_t end) + { + float iGain; + float entropyInterval, entropyLeft, entropyRight; + int nElementsLeft = cut - start, nElementsRight = end - cut; + int nElements = end - start; + if (igCache.find(make_tuple(start, cut, end)) != igCache.end()) { + cout << "**********Cache IG hit for " << start << " " << end << endl; + return igCache[make_tuple(start, cut, end)]; + } + entropyInterval = entropy(start, end); + entropyLeft = entropy(start, cut); + entropyRight = entropy(cut, end); + iGain = entropyInterval - ((float)nElementsLeft * entropyLeft + (float)nElementsRight * entropyRight) / nElements; + igCache[make_tuple(start, cut, end)] = iGain; + return iGain; + } + +} +/* + cache_t entropyCache; + std::map, double> c; + + // Set the value at index (3, 5) to 7.8. + c[std::make_tuple(3, 5)] = 7.8; + + // Print the value at index (3, 5). + std::cout << c[std::make_tuple(3, 5)] << std::endl; +*/ \ No newline at end of file diff --git a/fimdlp/ccMetrics.h b/fimdlp/ccMetrics.h new file mode 100644 index 0000000..b4c5752 --- /dev/null +++ b/fimdlp/ccMetrics.h @@ -0,0 +1,21 @@ +#ifndef CCMETRICS_H +#define CCMETRICS_H +#include "typesFImdlp.h" +#include +namespace mdlp { + class Metrics { + protected: + labels& y; + indices_t& indices; + int numClasses; + cacheEnt_t entropyCache; + cacheIg_t igCache; + public: + Metrics(labels&, indices_t&); + void setData(labels&, indices_t&); + int computeNumClasses(size_t, size_t); + float entropy(size_t, size_t); + float informationGain(size_t, size_t, size_t); + }; +} +#endif \ No newline at end of file diff --git a/fimdlp/cfimdlp.pyx b/fimdlp/cfimdlp.pyx index fa3148d..1a04922 100644 --- a/fimdlp/cfimdlp.pyx +++ b/fimdlp/cfimdlp.pyx @@ -3,7 +3,7 @@ from libcpp.vector cimport vector from libcpp cimport bool -cdef extern from "CPPFImdlp.h" namespace "mdlp": +cdef extern from "ccFImdlp.h" namespace "mdlp": cdef struct CutPointBody: size_t start, end; int classNumber; @@ -11,9 +11,8 @@ cdef extern from "CPPFImdlp.h" namespace "mdlp": cdef cppclass CPPFImdlp: CPPFImdlp() except + CPPFImdlp(bool, int, bool) except + - CPPFImdlp& fit(vector[float]&, vector[int]&) - vector[int] getDiscretizedValues() - vector[float] getCutPoints() + CPPFImdlp& fitx(vector[float]&, vector[int]&) + vector[float] getCutPointsx() class PcutPoint_t: @@ -31,10 +30,8 @@ cdef class CFImdlp: def __dealloc__(self): del self.thisptr def fit(self, X, y): - self.thisptr.fit(X, y) + self.thisptr.fitx(X, y) return self - def get_discretized_values(self): - return self.thisptr.getDiscretizedValues() def get_cut_points(self): - return self.thisptr.getCutPoints() + return self.thisptr.getCutPointsx() \ No newline at end of file diff --git a/fimdlp/cppfimdlp.cpython-310-darwin.so b/fimdlp/cppfimdlp.cpython-310-darwin.so index 0963e6e92a4aa0bebc0ded36d1cefa279da7a62e..6eea9998e5957f7e698dfbe3d5ef975b637d484f 100755 GIT binary patch literal 123792 zcmeFad3aPs_VC}GbVCCPHz-R)gs8zGqDYh|5u#~H;I?!liXbish~UO1bOVlt#ZE)6 z*Ty)bBhIMbI65;p&M1z{pa>*@B)A|TBjCc~dfP^2(Xc6bKc{YY(h1Bw^M2pw_s{RK zpQrDwTXpKxsZ*y;ojO&w?)yi-J>J^kaHcyP4iA5gzvXr~BJ-Vu9FEiY_eyg(#*V$V zbo8|LZzuHO5p>H4Z2Sl&rhBcsO^Xr*Rf+K%nZ)BW9n^*_?GzkzHBEf 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CutPointBody { + size_t start, end; // indices of the sorted vector + int classNumber; // class assigned to the cut point + float fromValue, toValue; +}; +typedef CutPointBody cutPoint_t; +typedef vector samples; +typedef vector labels; +typedef vector indices_t; +typedef vector cutPoints_t; +//typedef std::map, float> cache_t; +struct cutPointStruct { + size_t index; + float value; +}; +typedef cutPointStruct xcutPoint_t; +typedef vector xcutPoints_t; +class Metrics { +private: + labels& y; + indices_t& indices; + int numClasses; +public: + Metrics(labels&, indices_t&); + int computeNumClasses(size_t, size_t); + float entropy(size_t, size_t); + float informationGain(size_t, size_t, size_t); +}; +Metrics::Metrics(labels& y_, indices_t& indices_) : y(y_), indices(indices_) +{ + numClasses = computeNumClasses(0, indices.size()); +} \ No newline at end of file diff --git a/fimdlp/mdlp.py b/fimdlp/mdlp.py index 8501c2c..2d3f610 100644 --- a/fimdlp/mdlp.py +++ b/fimdlp/mdlp.py @@ -86,7 +86,9 @@ class FImdlp(TransformerMixin, BaseEstimator): self.cut_points_ = [None] * self.n_features_ # Can do it in parallel for feature in self.features_: - self.discretizer_[feature] = PyFImdlp(proposal=self.proposal) + self.discretizer_[feature] = CFImdlp( + proposal=self.proposal, debug=False + ) self.discretizer_[feature].fit(X[:, feature], y) self.cut_points_[feature] = self.discretizer_[ feature @@ -132,10 +134,10 @@ class FImdlp(TransformerMixin, BaseEstimator): # Check that the input is of the same shape as the one passed # during fit. - if X.shape[1] != self.n_features_: - raise ValueError( - "Shape of input is different from what was seen in `fit`" - ) + # if X.shape[1] != self.n_features_: + # raise ValueError( + # "Shape of input is different from what was seen in `fit`" + # ) result = np.zeros_like(X, dtype=np.int32) - 1 # Can do it in parallel for feature in range(self.n_features_): diff --git a/fimdlp/pyfimdlp.py b/fimdlp/pyfimdlp.py index e0e2a69..91c01c7 100644 --- a/fimdlp/pyfimdlp.py +++ b/fimdlp/pyfimdlp.py @@ -1,14 +1,15 @@ import numpy as np -from math import log +from math import log2 from types import SimpleNamespace class PyFImdlp: - def __init__(self, proposal=True): + def __init__(self, proposal=True, debug=False): self.proposal = proposal self.n_features_ = None self.X_ = None self.y_ = None + self.debug = debug self.features_ = None self.cut_points_ = [] self.entropy_cache = {} @@ -17,9 +18,315 @@ class PyFImdlp: def fit(self, X, y): self.n_features_ = len(X) self.indices_ = np.argsort(X) - self.use_indices = True - self.X_ = X[self.indices_] if not self.use_indices else X - self.y_ = y[self.indices_] if not self.use_indices else y + self.use_indices = False + X = [ + 4.3, + 4.4, + 4.4, + 4.4, + 4.5, + 4.6, + 4.6, + 4.6, + 4.6, + 4.7, + 4.7, + 4.8, + 4.8, + 4.8, + 4.8, + 4.8, + 4.9, + 4.9, + 4.9, + 4.9, + 4.9, + 4.9, + 5, + 5, + 5, + 5, + 5, + 5, + 5, + 5, + 5, + 5, + 5.1, + 5.1, + 5.1, + 5.1, + 5.1, + 5.1, + 5.1, + 5.1, + 5.1, + 5.2, + 5.2, + 5.2, + 5.2, + 5.3, + 5.4, + 5.4, + 5.4, + 5.4, + 5.4, + 5.4, + 5.5, + 5.5, + 5.5, + 5.5, + 5.5, + 5.5, + 5.5, + 5.6, + 5.6, + 5.6, + 5.6, + 5.6, + 5.6, + 5.7, + 5.7, + 5.7, + 5.7, + 5.7, + 5.7, + 5.7, + 5.7, + 5.8, + 5.8, + 5.8, + 5.8, + 5.8, + 5.8, + 5.8, + 5.9, + 5.9, + 5.9, + 6, + 6, + 6, + 6, + 6, + 6, + 6.1, + 6.1, + 6.1, + 6.1, + 6.1, + 6.1, + 6.2, + 6.2, + 6.2, + 6.2, + 6.3, + 6.3, + 6.3, + 6.3, + 6.3, + 6.3, + 6.3, + 6.3, + 6.3, + 6.4, + 6.4, + 6.4, + 6.4, + 6.4, + 6.4, + 6.4, + 6.5, + 6.5, + 6.5, + 6.5, + 6.5, + 6.6, + 6.6, + 6.7, + 6.7, + 6.7, + 6.7, + 6.7, + 6.7, + 6.7, + 6.7, + 6.8, + 6.8, + 6.8, + 6.9, + 6.9, + 6.9, + 6.9, + 7, + 7.1, + 7.2, + 7.2, + 7.2, + 7.3, + 7.4, + 7.6, + 7.7, + 7.7, + 7.7, + 7.7, + 7.9, + ] + y = [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 1, + 2, + 0, + 0, + 1, + 0, + 0, + 0, + 0, + 1, + 0, + 0, + 0, + 1, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 1, + 0, + 0, + 0, + 0, + 0, + 0, + 1, + 0, + 1, + 1, + 1, + 1, + 1, + 0, + 1, + 1, + 2, + 1, + 1, + 1, + 1, + 1, + 1, + 0, + 1, + 2, + 0, + 1, + 1, + 2, + 0, + 1, + 2, + 1, + 2, + 2, + 1, + 1, + 2, + 1, + 1, + 1, + 2, + 1, + 2, + 2, + 1, + 1, + 1, + 1, + 2, + 2, + 1, + 1, + 2, + 2, + 1, + 2, + 2, + 1, + 2, + 1, + 2, + 2, + 1, + 2, + 2, + 2, + 1, + 2, + 2, + 2, + 1, + 2, + 2, + 1, + 1, + 2, + 2, + 2, + 2, + 2, + 1, + 1, + 1, + 2, + 2, + 1, + 2, + 1, + 2, + 2, + 1, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + 2, + ] + # self.X_ = X[self.indices_] if not self.use_indices else X + # self.y_ = y[self.indices_] if not self.use_indices else y + self.X_ = X + self.y_ = y self.compute_cut_points(0, len(y)) return self @@ -27,9 +334,11 @@ class PyFImdlp: return sorted(list(set([cut.value for cut in self.cut_points_]))) def compute_cut_points(self, start, end): + # print((start, end)) cut = self.get_candidate(start, end) if cut.value is None: return + print("cut: ", cut.value, " index: ", cut.index) if self.mdlp(cut, start, end): print("¡Ding!", cut.value, cut.index) self.cut_points_.append(cut) @@ -45,10 +354,26 @@ class PyFImdlp: ent1 = self.entropy(start, cut.index) ent2 = self.entropy(cut.index, end) ig = self.information_gain(start, cut.index, end) - delta = log(pow(3, k) - 2, 2) - ( + delta = log2(pow(3, k) - 2, 2) - ( float(k) * ent - float(k1) * ent1 - float(k2) * ent2 ) - term = 1 / N * (log(N - 1, 2) + delta) + term = 1 / N * (log2(N - 1, 2) + delta) + print("start: ", start, " cut: ", cut.index, " end: ", end) + print( + "k=", + k, + " k1=", + k1, + " k2=", + k2, + " ent=", + ent, + " ent1=", + ent1, + " ent2=", + ent2, + ) + print("ig=", ig, " delta=", delta, " N ", N, " term ", term) return ig > term def num_classes(self, start, end): @@ -88,6 +413,18 @@ class PyFImdlp: entropy_left = self.entropy(start, idx) entropy_right = self.entropy(idx, end) entropy_cut = entropy_left + entropy_right + print( + "idx: ", + idx, + " entropy_left: ", + entropy_left, + " entropy_right : ", + entropy_right, + " -> ", + start, + " ", + end, + ) if entropy_cut < minEntropy: minEntropy = entropy_cut candidate.index = idx @@ -118,7 +455,7 @@ class PyFImdlp: # Compute standard entropy. for prop in proportions: if prop != 0.0: - entropy -= prop * log(prop, 2) + entropy -= prop * log2(prop, 2) self.entropy_cache[(start, end)] = entropy return entropy diff --git a/fimdlp/typesFImdlp.h b/fimdlp/typesFImdlp.h index cc2fb9e..f23b78e 100644 --- a/fimdlp/typesFImdlp.h +++ b/fimdlp/typesFImdlp.h @@ -1,18 +1,25 @@ #ifndef TYPES_H #define TYPES_H #include +#include using namespace std; namespace mdlp { struct CutPointBody { size_t start, end; // indices of the sorted vector - int classNumber; // class assigned to the cut point - float fromValue, toValue; }; typedef CutPointBody cutPoint_t; typedef vector samples; typedef vector labels; typedef vector indices_t; typedef vector cutPoints_t; + typedef map, float> cacheEnt_t; + typedef map, float> cacheIg_t; + struct cutPointStruct { + size_t index; + float value; + }; + typedef cutPointStruct xcutPoint_t; + typedef vector xcutPoints_t; } #endif \ No newline at end of file diff --git a/fimdlp/kdd_JapaneseVowels.arff b/kdd_JapaneseVowels.arff similarity index 100% rename from fimdlp/kdd_JapaneseVowels.arff rename to kdd_JapaneseVowels.arff diff --git a/p.txt b/p.txt new file mode 100644 index 0000000..830dabb --- /dev/null +++ b/p.txt @@ -0,0 +1,8557 @@ +idx: 20 entropy_left: 0 entropy_right : 1.5485806065228545 -> 0 150 +idx: 21 entropy_left: 0.2761954276479391 entropy_right : 1.549829505666378 -> 0 150 +idx: 22 entropy_left: 0.5304060778306042 entropy_right : 1.5511852922535474 -> 0 150 +idx: 24 entropy_left: 0.4971501836369671 entropy_right : 1.5419822842863982 -> 0 150 +idx: 25 entropy_left: 0.6395563653739031 entropy_right : 1.5433449229510985 -> 0 150 +idx: 29 entropy_left: 0.574828144380386 entropy_right : 1.5202013991459298 -> 0 150 +idx: 30 entropy_left: 0.6746799231474564 entropy_right : 1.521677608876836 -> 0 150 +idx: 33 entropy_left: 0.6311718053929063 entropy_right : 1.4992098113026513 -> 0 150 +idx: 34 entropy_left: 0.7085966983474103 entropy_right : 1.5007111828980744 -> 0 150 +idx: 44 entropy_left: 0.5928251064639408 entropy_right : 1.3764263022492553 -> 0 150 +idx: 45 entropy_left: 0.6531791627726858 entropy_right : 1.3779796176519241 -> 0 150 +idx: 51 entropy_left: 0.5990326006132177 entropy_right : 1.2367928607774141 -> 0 150 +idx: 52 entropy_left: 0.6496096346956632 entropy_right : 1.2377158231343603 -> 0 150 +idx: 53 entropy_left: 0.6412482850735854 entropy_right : 1.2046986815511866 -> 0 150 +idx: 58 entropy_left: 0.8211258609270055 entropy_right : 1.2056112071736118 -> 0 150 +idx: 59 entropy_left: 0.8128223064150747 entropy_right : 1.167065448996099 -> 0 150 +idx: 61 entropy_left: 0.8623538561746379 entropy_right : 1.1653351793699953 -> 0 150 +idx: 62 entropy_left: 0.9353028851500502 entropy_right : 1.1687172769890006 -> 0 150 +idx: 68 entropy_left: 1.031929035599206 entropy_right : 1.1573913563403753 -> 0 150 +idx: 69 entropy_left: 1.0246284743137688 entropy_right : 1.109500797247481 -> 0 150 +idx: 70 entropy_left: 1.036186417911213 entropy_right : 1.105866621101474 -> 0 150 +idx: 71 entropy_left: 1.0895830429620594 entropy_right : 1.1104593064416028 -> 0 150 +idx: 72 entropy_left: 1.0822273380873693 entropy_right : 1.0511407586429597 -> 0 150 +idx: 74 entropy_left: 1.1015727511177442 entropy_right : 1.041722068095403 -> 0 150 +idx: 75 entropy_left: 1.1457749842070042 entropy_right : 1.0462881865460743 -> 0 150 +idx: 76 entropy_left: 1.1387129726704701 entropy_right : 0.9568886656798212 -> 0 150 +idx: 77 entropy_left: 1.1468549240968817 entropy_right : 0.9505668528932196 -> 0 150 +idx: 78 entropy_left: 1.1848333092150132 entropy_right : 0.9544340029249649 -> 0 150 +idx: 79 entropy_left: 1.1918623939938016 entropy_right : 0.9477073729342066 -> 0 150 +idx: 81 entropy_left: 1.2548698305334247 entropy_right : 0.9557589912150009 -> 0 150 +idx: 83 entropy_left: 1.2659342914094807 entropy_right : 0.9411864371816835 -> 0 150 +idx: 84 entropy_left: 1.2922669208691815 entropy_right : 0.9456603046006402 -> 0 150 +idx: 87 entropy_left: 1.3041589171425696 entropy_right : 0.9182958340544896 -> 0 150 +idx: 88 entropy_left: 1.327572716814381 entropy_right : 0.9235785996175947 -> 0 150 +idx: 89 entropy_left: 1.330465426809402 entropy_right : 0.9127341558073343 -> 0 150 +idx: 91 entropy_left: 1.3709454625942779 entropy_right : 0.9238422284571814 -> 0 150 +idx: 95 entropy_left: 1.378063041001916 entropy_right : 0.8698926856041563 -> 0 150 +idx: 97 entropy_left: 1.4115390027326744 entropy_right : 0.8835850861052532 -> 0 150 +idx: 99 entropy_left: 1.4130351465796736 entropy_right : 0.8478617451660526 -> 0 150 +idx: 101 entropy_left: 1.4412464483479606 entropy_right : 0.863120568566631 -> 0 150 +idx: 102 entropy_left: 1.4415827640191903 entropy_right : 0.8426578772022391 -> 0 150 +idx: 104 entropy_left: 1.4655411381577925 entropy_right : 0.8589810370425963 -> 0 150 +idx: 105 entropy_left: 1.465665295753282 entropy_right : 0.8366407419411673 -> 0 150 +idx: 106 entropy_left: 1.4762911618692924 entropy_right : 0.8453509366224365 -> 0 150 +idx: 107 entropy_left: 1.4762132849962355 entropy_right : 0.8203636429576732 -> 0 150 +idx: 109 entropy_left: 1.4951379218217782 entropy_right : 0.8390040613676977 -> 0 150 +idx: 110 entropy_left: 1.4949188482339508 entropy_right : 0.8112781244591328 -> 0 150 +idx: 113 entropy_left: 1.5183041104369397 entropy_right : 0.8418521897563207 -> 0 150 +idx: 114 entropy_left: 1.51802714866133 entropy_right : 0.8112781244591328 -> 0 150 +idx: 117 entropy_left: 1.5364854516368571 entropy_right : 0.8453509366224365 -> 0 150 +idx: 118 entropy_left: 1.5361890331151247 entropy_right : 0.8112781244591328 -> 0 150 +idx: 120 entropy_left: 1.5462566034163763 entropy_right : 0.8366407419411673 -> 0 150 +idx: 122 entropy_left: 1.545378825051491 entropy_right : 0.74959525725948 -> 0 150 +idx: 127 entropy_left: 1.5644893588382582 entropy_right : 0.828055725379504 -> 0 150 +idx: 130 entropy_left: 1.562956340286807 entropy_right : 0.6098403047164004 -> 0 150 +idx: 132 entropy_left: 1.5687623685201277 entropy_right : 0.6500224216483541 -> 0 150 +idx: 133 entropy_left: 1.5680951037987416 entropy_right : 0.5225593745369408 -> 0 150 +idx: 134 entropy_left: 1.5706540443736308 entropy_right : 0.5435644431995964 -> 0 150 +idx: 135 entropy_left: 1.5699201014782036 entropy_right : 0.35335933502142136 -> 0 150 +idx: 137 entropy_left: 1.5744201314186457 entropy_right : 0.39124356362925566 -> 0 150 +idx: 138 entropy_left: 1.5736921054134685 entropy_right : 0 -> 0 150 +cut: 4.9 index: 20 +start: 0 cut: 20 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.584962500721156 ent1= 0 ent2= 1.5485806065228545 +ig= 0.24285930840134884 delta= 4.5347105071798195 N 150 term 0.07835919351761322 +¡Ding! 4.9 20 +idx: 21 entropy_left: 0 entropy_right : 1.549829505666378 -> 20 150 +idx: 22 entropy_left: 1.0 entropy_right : 1.5511852922535474 -> 20 150 +idx: 24 entropy_left: 1.5 entropy_right : 1.5419822842863982 -> 20 150 +idx: 25 entropy_left: 1.5219280948873621 entropy_right : 1.5433449229510985 -> 20 150 +idx: 29 entropy_left: 1.224394445405986 entropy_right : 1.5202013991459298 -> 20 150 +idx: 30 entropy_left: 1.295461844238322 entropy_right : 1.521677608876836 -> 20 150 +idx: 33 entropy_left: 1.1401156785146092 entropy_right : 1.4992098113026513 -> 20 150 +idx: 34 entropy_left: 1.1981174211304033 entropy_right : 1.5007111828980744 -> 20 150 +idx: 44 entropy_left: 0.8886865525783176 entropy_right : 1.3764263022492553 -> 20 150 +idx: 45 entropy_left: 0.9510456605801272 entropy_right : 1.3779796176519241 -> 20 150 +idx: 51 entropy_left: 0.8346464646189744 entropy_right : 1.2367928607774141 -> 20 150 +idx: 52 entropy_left: 0.8873068828532795 entropy_right : 1.2377158231343603 -> 20 150 +idx: 53 entropy_left: 0.8710241897828374 entropy_right : 1.2046986815511866 -> 20 150 +idx: 58 entropy_left: 1.0304227640573047 entropy_right : 1.2056112071736118 -> 20 150 +idx: 59 entropy_left: 1.0178199018513787 entropy_right : 1.167065448996099 -> 20 150 +idx: 61 entropy_left: 1.0529744706120385 entropy_right : 1.1653351793699953 -> 20 150 +idx: 62 entropy_left: 1.142610782439526 entropy_right : 1.1687172769890006 -> 20 150 +idx: 68 entropy_left: 1.1872003066827859 entropy_right : 1.1573913563403753 -> 20 150 +idx: 69 entropy_left: 1.1796779956857995 entropy_right : 1.109500797247481 -> 20 150 +idx: 70 entropy_left: 1.1829661954675215 entropy_right : 1.105866621101474 -> 20 150 +idx: 71 entropy_left: 1.2449863769220126 entropy_right : 1.1104593064416028 -> 20 150 +idx: 72 entropy_left: 1.2374609054755092 entropy_right : 1.0511407586429597 -> 20 150 +idx: 74 entropy_left: 1.2411128360359944 entropy_right : 1.041722068095403 -> 20 150 +idx: 75 entropy_left: 1.2906516322752026 entropy_right : 1.0462881865460743 -> 20 150 +idx: 76 entropy_left: 1.2838868242312453 entropy_right : 0.9568886656798212 -> 20 150 +idx: 77 entropy_left: 1.2846682096460251 entropy_right : 0.9505668528932196 -> 20 150 +idx: 78 entropy_left: 1.3259416273344056 entropy_right : 0.9544340029249649 -> 20 150 +idx: 79 entropy_left: 1.325770873768619 entropy_right : 0.9477073729342066 -> 20 150 +idx: 81 entropy_left: 1.3914372992027793 entropy_right : 0.9557589912150009 -> 20 150 +idx: 83 entropy_left: 1.3888730188280565 entropy_right : 0.9411864371816835 -> 20 150 +idx: 84 entropy_left: 1.4153413978136884 entropy_right : 0.9456603046006402 -> 20 150 +idx: 87 entropy_left: 1.4080568512494867 entropy_right : 0.9182958340544896 -> 20 150 +idx: 88 entropy_left: 1.4313232568395167 entropy_right : 0.9235785996175947 -> 20 150 +idx: 89 entropy_left: 1.4281945908435036 entropy_right : 0.9127341558073343 -> 20 150 +idx: 91 entropy_left: 1.4671107315959304 entropy_right : 0.9238422284571814 -> 20 150 +idx: 95 entropy_left: 1.4523626601521826 entropy_right : 0.8698926856041563 -> 20 150 +idx: 97 entropy_left: 1.483849257492287 entropy_right : 0.8835850861052532 -> 20 150 +idx: 99 entropy_left: 1.475556263923774 entropy_right : 0.8478617451660526 -> 20 150 +idx: 101 entropy_left: 1.5012404120907166 entropy_right : 0.863120568566631 -> 20 150 +idx: 102 entropy_left: 1.497066012780834 entropy_right : 0.8426578772022391 -> 20 150 +idx: 104 entropy_left: 1.5179917001861118 entropy_right : 0.8589810370425963 -> 20 150 +idx: 105 entropy_left: 1.5139223281333773 entropy_right : 0.8366407419411673 -> 20 150 +idx: 106 entropy_left: 1.5229320406896163 entropy_right : 0.8453509366224365 -> 20 150 +idx: 107 entropy_left: 1.518850916195339 entropy_right : 0.8203636429576732 -> 20 150 +idx: 109 entropy_left: 1.5344304388132461 entropy_right : 0.8390040613676977 -> 20 150 +idx: 110 entropy_left: 1.5304930567574824 entropy_right : 0.8112781244591328 -> 20 150 +idx: 113 entropy_left: 1.5485591696772643 entropy_right : 0.8418521897563207 -> 20 150 +idx: 114 entropy_left: 1.5449263511786133 entropy_right : 0.8112781244591328 -> 20 150 +idx: 117 entropy_left: 1.5578738449782061 entropy_right : 0.8453509366224365 -> 20 150 +idx: 118 entropy_left: 1.554551861496516 entropy_right : 0.8112781244591328 -> 20 150 +idx: 120 entropy_left: 1.5609563153489605 entropy_right : 0.8366407419411673 -> 20 150 +idx: 122 entropy_left: 1.554507235050814 entropy_right : 0.74959525725948 -> 20 150 +idx: 127 entropy_left: 1.5649556310074497 entropy_right : 0.828055725379504 -> 20 150 +idx: 130 entropy_left: 1.556474260470719 entropy_right : 0.6098403047164004 -> 20 150 +idx: 132 entropy_left: 1.559164748038155 entropy_right : 0.6500224216483541 -> 20 150 +idx: 133 entropy_left: 1.556375214663463 entropy_right : 0.5225593745369408 -> 20 150 +idx: 134 entropy_left: 1.5574319619297041 entropy_right : 0.5435644431995964 -> 20 150 +idx: 135 entropy_left: 1.554665700667645 entropy_right : 0.35335933502142136 -> 20 150 +idx: 137 entropy_left: 1.5562728756453106 entropy_right : 0.39124356362925566 -> 20 150 +idx: 138 entropy_left: 1.553653448786858 entropy_right : 0 -> 20 150 +cut: 4.9 index: 21 +start: 20 cut: 21 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5485806065228545 ent1= 0 ent2= 1.549829505666378 +ig= 0.010672866284679339 delta= 4.647602887205295 N 130 term 0.08968330878945038 +idx: 22 entropy_left: 0 entropy_right : 1.5511852922535474 -> 21 150 +idx: 24 entropy_left: 0.9182958340544896 entropy_right : 1.5419822842863982 -> 21 150 +idx: 25 entropy_left: 1.5 entropy_right : 1.5433449229510985 -> 21 150 +idx: 29 entropy_left: 1.061278124459133 entropy_right : 1.5202013991459298 -> 21 150 +idx: 30 entropy_left: 1.224394445405986 entropy_right : 1.521677608876836 -> 21 150 +idx: 33 entropy_left: 1.0408520829727552 entropy_right : 1.4992098113026513 -> 21 150 +idx: 34 entropy_left: 1.1401156785146092 entropy_right : 1.5007111828980744 -> 21 150 +idx: 44 entropy_left: 0.8076702057269436 entropy_right : 1.3764263022492553 -> 21 150 +idx: 45 entropy_left: 0.8886865525783176 entropy_right : 1.3779796176519241 -> 21 150 +idx: 51 entropy_left: 0.7703437707962479 entropy_right : 1.2367928607774141 -> 21 150 +idx: 52 entropy_left: 0.8346464646189744 entropy_right : 1.2377158231343603 -> 21 150 +idx: 53 entropy_left: 0.8180914641842123 entropy_right : 1.2046986815511866 -> 21 150 +idx: 58 entropy_left: 1.0086232677764626 entropy_right : 1.2056112071736118 -> 21 150 +idx: 59 entropy_left: 0.9952632106202363 entropy_right : 1.167065448996099 -> 21 150 +idx: 61 entropy_left: 1.0368902807106744 entropy_right : 1.1653351793699953 -> 21 150 +idx: 62 entropy_left: 1.1282468200554612 entropy_right : 1.1687172769890006 -> 21 150 +idx: 68 entropy_left: 1.1835119881802911 entropy_right : 1.1573913563403753 -> 21 150 +idx: 69 entropy_left: 1.1752835873133531 entropy_right : 1.109500797247481 -> 21 150 +idx: 70 entropy_left: 1.1796779956857995 entropy_right : 1.105866621101474 -> 21 150 +idx: 71 entropy_left: 1.2424272282706346 entropy_right : 1.1104593064416028 -> 21 150 +idx: 72 entropy_left: 1.2342496730246098 entropy_right : 1.0511407586429597 -> 21 150 +idx: 74 entropy_left: 1.23971286514401 entropy_right : 1.041722068095403 -> 21 150 +idx: 75 entropy_left: 1.2897001922180324 entropy_right : 1.0462881865460743 -> 21 150 +idx: 76 entropy_left: 1.2823527363135774 entropy_right : 0.9568886656798212 -> 21 150 +idx: 77 entropy_left: 1.2838868242312453 entropy_right : 0.9505668528932196 -> 21 150 +idx: 78 entropy_left: 1.3254539799066205 entropy_right : 0.9544340029249649 -> 21 150 +idx: 79 entropy_left: 1.3259416273344056 entropy_right : 0.9477073729342066 -> 21 150 +idx: 81 entropy_left: 1.3918884737423507 entropy_right : 0.9557589912150009 -> 21 150 +idx: 83 entropy_left: 1.3904123254348284 entropy_right : 0.9411864371816835 -> 21 150 +idx: 84 entropy_left: 1.4169128979027155 entropy_right : 0.9456603046006402 -> 21 150 +idx: 87 entropy_left: 1.410869033208931 entropy_right : 0.9182958340544896 -> 21 150 +idx: 88 entropy_left: 1.4341193292809176 entropy_right : 0.9235785996175947 -> 21 150 +idx: 89 entropy_left: 1.4313232568395167 entropy_right : 0.9127341558073343 -> 21 150 +idx: 91 entropy_left: 1.4701128093454605 entropy_right : 0.9238422284571814 -> 21 150 +idx: 95 entropy_left: 1.4564064519519933 entropy_right : 0.8698926856041563 -> 21 150 +idx: 97 entropy_left: 1.4876980378788656 entropy_right : 0.8835850861052532 -> 21 150 +idx: 99 entropy_left: 1.479795298385792 entropy_right : 0.8478617451660526 -> 21 150 +idx: 101 entropy_left: 1.5052408149441479 entropy_right : 0.863120568566631 -> 21 150 +idx: 102 entropy_left: 1.5012404120907166 entropy_right : 0.8426578772022391 -> 21 150 +idx: 104 entropy_left: 1.5218962238597613 entropy_right : 0.8589810370425963 -> 21 150 +idx: 105 entropy_left: 1.5179917001861118 entropy_right : 0.8366407419411673 -> 21 150 +idx: 106 entropy_left: 1.5268598488143097 entropy_right : 0.8453509366224365 -> 21 150 +idx: 107 entropy_left: 1.5229320406896163 entropy_right : 0.8203636429576732 -> 21 150 +idx: 109 entropy_left: 1.538221104127535 entropy_right : 0.8390040613676977 -> 21 150 +idx: 110 entropy_left: 1.5344304388132461 entropy_right : 0.8112781244591328 -> 21 150 +idx: 113 entropy_left: 1.5520475061309855 entropy_right : 0.8418521897563207 -> 21 150 +idx: 114 entropy_left: 1.5485591696772643 entropy_right : 0.8112781244591328 -> 21 150 +idx: 117 entropy_left: 1.5610533930605475 entropy_right : 0.8453509366224365 -> 21 150 +idx: 118 entropy_left: 1.5578738449782061 entropy_right : 0.8112781244591328 -> 21 150 +idx: 120 entropy_left: 1.5639799748754695 entropy_right : 0.8366407419411673 -> 21 150 +idx: 122 entropy_left: 1.5577952437611147 entropy_right : 0.74959525725948 -> 21 150 +idx: 127 entropy_left: 1.5675326407964567 entropy_right : 0.828055725379504 -> 21 150 +idx: 130 entropy_left: 1.559417592797962 entropy_right : 0.6098403047164004 -> 21 150 +idx: 132 entropy_left: 1.5618440335577457 entropy_right : 0.6500224216483541 -> 21 150 +idx: 133 entropy_left: 1.559164748038155 entropy_right : 0.5225593745369408 -> 21 150 +idx: 134 entropy_left: 1.5600931752556502 entropy_right : 0.5435644431995964 -> 21 150 +idx: 135 entropy_left: 1.5574319619297041 entropy_right : 0.35335933502142136 -> 21 150 +idx: 137 entropy_left: 1.55878993121613 entropy_right : 0.39124356362925566 -> 21 150 +idx: 138 entropy_left: 1.5562728756453106 entropy_right : 0 -> 21 150 +cut: 4.95 index: 22 +start: 21 cut: 22 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.549829505666378 ent1= 0 ent2= 1.5511852922535474 +ig= 0.01066890560084266 delta= 4.647923549536232 N 129 term 0.09029398100415684 +idx: 24 entropy_left: 0 entropy_right : 1.5419822842863982 -> 22 150 +idx: 25 entropy_left: 0.9182958340544896 entropy_right : 1.5433449229510985 -> 22 150 +idx: 29 entropy_left: 0.5916727785823275 entropy_right : 1.5202013991459298 -> 22 150 +idx: 30 entropy_left: 0.8112781244591328 entropy_right : 1.521677608876836 -> 22 150 +idx: 33 entropy_left: 0.6840384356390417 entropy_right : 1.4992098113026513 -> 22 150 +idx: 34 entropy_left: 0.8112781244591328 entropy_right : 1.5007111828980744 -> 22 150 +idx: 44 entropy_left: 0.5746356978376794 entropy_right : 1.3764263022492553 -> 22 150 +idx: 45 entropy_left: 0.6665783579949205 entropy_right : 1.3779796176519241 -> 22 150 +idx: 51 entropy_left: 0.5787946246321198 entropy_right : 1.2367928607774141 -> 22 150 +idx: 52 entropy_left: 0.6500224216483541 entropy_right : 1.2377158231343603 -> 22 150 +idx: 53 entropy_left: 0.6373874992221911 entropy_right : 1.2046986815511866 -> 22 150 +idx: 58 entropy_left: 0.8524051786494786 entropy_right : 1.2056112071736118 -> 22 150 +idx: 59 entropy_left: 0.8418521897563207 entropy_right : 1.167065448996099 -> 22 150 +idx: 61 entropy_left: 0.8904916402194913 entropy_right : 1.1653351793699953 -> 22 150 +idx: 62 entropy_left: 1.0368902807106744 entropy_right : 1.1687172769890006 -> 22 150 +idx: 68 entropy_left: 1.1009399433532026 entropy_right : 1.1573913563403753 -> 22 150 +idx: 69 entropy_left: 1.093640174154775 entropy_right : 1.109500797247481 -> 22 150 +idx: 70 entropy_left: 1.0992008221161345 entropy_right : 1.105866621101474 -> 22 150 +idx: 71 entropy_left: 1.1796779956857995 entropy_right : 1.1104593064416028 -> 22 150 +idx: 72 entropy_left: 1.1720147574921704 entropy_right : 1.0511407586429597 -> 22 150 +idx: 74 entropy_left: 1.1788990501208314 entropy_right : 1.041722068095403 -> 22 150 +idx: 75 entropy_left: 1.23971286514401 entropy_right : 1.0462881865460743 -> 22 150 +idx: 76 entropy_left: 1.2326602568158207 entropy_right : 0.9568886656798212 -> 22 150 +idx: 77 entropy_left: 1.2346487866075768 entropy_right : 0.9505668528932196 -> 22 150 +idx: 78 entropy_left: 1.2838868242312453 entropy_right : 0.9544340029249649 -> 22 150 +idx: 79 entropy_left: 1.2846682096460251 entropy_right : 0.9477073729342066 -> 22 150 +idx: 81 entropy_left: 1.3613139330585569 entropy_right : 0.9557589912150009 -> 22 150 +idx: 83 entropy_left: 1.3600340979407453 entropy_right : 0.9411864371816835 -> 22 150 +idx: 84 entropy_left: 1.3904123254348284 entropy_right : 0.9456603046006402 -> 22 150 +idx: 87 entropy_left: 1.3844579647165822 entropy_right : 0.9182958340544896 -> 22 150 +idx: 88 entropy_left: 1.410869033208931 entropy_right : 0.9235785996175947 -> 22 150 +idx: 89 entropy_left: 1.4080568512494867 entropy_right : 0.9127341558073343 -> 22 150 +idx: 91 entropy_left: 1.4518947803168825 entropy_right : 0.9238422284571814 -> 22 150 +idx: 95 entropy_left: 1.4378929868805908 entropy_right : 0.8698926856041563 -> 22 150 +idx: 97 entropy_left: 1.472935039619369 entropy_right : 0.8835850861052532 -> 22 150 +idx: 99 entropy_left: 1.4648232488769368 entropy_right : 0.8478617451660526 -> 22 150 +idx: 101 entropy_left: 1.4932162877956365 entropy_right : 0.863120568566631 -> 22 150 +idx: 102 entropy_left: 1.4890907595250464 entropy_right : 0.8426578772022391 -> 22 150 +idx: 104 entropy_left: 1.5121371519329765 entropy_right : 0.8589810370425963 -> 22 150 +idx: 105 entropy_left: 1.508093739822507 entropy_right : 0.8366407419411673 -> 22 150 +idx: 106 entropy_left: 1.5179917001861118 entropy_right : 0.8453509366224365 -> 22 150 +idx: 107 entropy_left: 1.5139223281333773 entropy_right : 0.8203636429576732 -> 22 150 +idx: 109 entropy_left: 1.5310057241873496 entropy_right : 0.8390040613676977 -> 22 150 +idx: 110 entropy_left: 1.5270676736451225 entropy_right : 0.8112781244591328 -> 22 150 +idx: 113 entropy_left: 1.5468616730129405 entropy_right : 0.8418521897563207 -> 22 150 +idx: 114 entropy_left: 1.5432213335160283 entropy_right : 0.8112781244591328 -> 22 150 +idx: 117 entropy_left: 1.5574319619297041 entropy_right : 0.8453509366224365 -> 22 150 +idx: 118 entropy_left: 1.5541004715340199 entropy_right : 0.8112781244591328 -> 22 150 +idx: 120 entropy_left: 1.5611556337477528 entropy_right : 0.8366407419411673 -> 22 150 +idx: 122 entropy_left: 1.5546755409861306 entropy_right : 0.74959525725948 -> 22 150 +idx: 127 entropy_left: 1.566282638423782 entropy_right : 0.828055725379504 -> 22 150 +idx: 130 entropy_left: 1.5577526146923748 entropy_right : 0.6098403047164004 -> 22 150 +idx: 132 entropy_left: 1.5607751276211168 entropy_right : 0.6500224216483541 -> 22 150 +idx: 133 entropy_left: 1.5579642402274387 entropy_right : 0.5225593745369408 -> 22 150 +idx: 134 entropy_left: 1.559164748038155 entropy_right : 0.5435644431995964 -> 22 150 +idx: 135 entropy_left: 1.556375214663463 entropy_right : 0.35335933502142136 -> 22 150 +idx: 137 entropy_left: 1.558231855890965 entropy_right : 0.39124356362925566 -> 22 150 +idx: 138 entropy_left: 1.5555906954881595 entropy_right : 0 -> 22 150 +cut: 5.0 index: 24 +start: 22 cut: 24 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5511852922535474 ent1= 0 ent2= 1.5419822842863982 +ig= 0.033296481159124314 delta= 4.616247165873277 N 128 term 0.09066353009879252 +idx: 25 entropy_left: 0 entropy_right : 1.5433449229510985 -> 24 150 +idx: 29 entropy_left: 0.7219280948873623 entropy_right : 1.5202013991459298 -> 24 150 +idx: 30 entropy_left: 0.9182958340544896 entropy_right : 1.521677608876836 -> 24 150 +idx: 33 entropy_left: 0.7642045065086203 entropy_right : 1.4992098113026513 -> 24 150 +idx: 34 entropy_left: 0.8812908992306927 entropy_right : 1.5007111828980744 -> 24 150 +idx: 44 entropy_left: 0.6098403047164004 entropy_right : 1.3764263022492553 -> 24 150 +idx: 45 entropy_left: 0.7024665512903903 entropy_right : 1.3779796176519241 -> 24 150 +idx: 51 entropy_left: 0.6051865766334206 entropy_right : 1.2367928607774141 -> 24 150 +idx: 52 entropy_left: 0.676941869780886 entropy_right : 1.2377158231343603 -> 24 150 +idx: 53 entropy_left: 0.6631968402398287 entropy_right : 1.2046986815511866 -> 24 150 +idx: 58 entropy_left: 0.8739810481273578 entropy_right : 1.2056112071736118 -> 24 150 +idx: 59 entropy_left: 0.863120568566631 entropy_right : 1.167065448996099 -> 24 150 +idx: 61 entropy_left: 0.9090221560878149 entropy_right : 1.1653351793699953 -> 24 150 +idx: 62 entropy_left: 1.0606655462587962 entropy_right : 1.1687172769890006 -> 24 150 +idx: 68 entropy_left: 1.1149985556752577 entropy_right : 1.1573913563403753 -> 24 150 +idx: 69 entropy_left: 1.1080734808267854 entropy_right : 1.109500797247481 -> 24 150 +idx: 70 entropy_left: 1.1122129250331756 entropy_right : 1.105866621101474 -> 24 150 +idx: 71 entropy_left: 1.194545119186222 entropy_right : 1.1104593064416028 -> 24 150 +idx: 72 entropy_left: 1.1872003066827859 entropy_right : 1.0511407586429597 -> 24 150 +idx: 74 entropy_left: 1.1914436210393724 entropy_right : 1.041722068095403 -> 24 150 +idx: 75 entropy_left: 1.2532975784630431 entropy_right : 1.0462881865460743 -> 24 150 +idx: 76 entropy_left: 1.2466033489462778 entropy_right : 0.9568886656798212 -> 24 150 +idx: 77 entropy_left: 1.2473860973972195 entropy_right : 0.9505668528932196 -> 24 150 +idx: 78 entropy_left: 1.297231327577664 entropy_right : 0.9544340029249649 -> 24 150 +idx: 79 entropy_left: 1.2968531170351285 entropy_right : 0.9477073729342066 -> 24 150 +idx: 81 entropy_left: 1.3739840876515639 entropy_right : 0.9557589912150009 -> 24 150 +idx: 83 entropy_left: 1.3705732601023841 entropy_right : 0.9411864371816835 -> 24 150 +idx: 84 entropy_left: 1.4009934786687808 entropy_right : 0.9456603046006402 -> 24 150 +idx: 87 entropy_left: 1.3921472236645345 entropy_right : 0.9182958340544896 -> 24 150 +idx: 88 entropy_left: 1.4185644431995963 entropy_right : 0.9235785996175947 -> 24 150 +idx: 89 entropy_left: 1.4148695564698006 entropy_right : 0.9127341558073343 -> 24 150 +idx: 91 entropy_left: 1.4585269870967856 entropy_right : 0.9238422284571814 -> 24 150 +idx: 95 entropy_left: 1.4414340954861538 entropy_right : 0.8698926856041563 -> 24 150 +idx: 97 entropy_left: 1.4762561511389796 entropy_right : 0.8835850861052532 -> 24 150 +idx: 99 entropy_left: 1.4668134449046726 entropy_right : 0.8478617451660526 -> 24 150 +idx: 101 entropy_left: 1.4949188482339508 entropy_right : 0.863120568566631 -> 24 150 +idx: 102 entropy_left: 1.4901944396527276 entropy_right : 0.8426578772022391 -> 24 150 +idx: 104 entropy_left: 1.5128876215181606 entropy_right : 0.8589810370425963 -> 24 150 +idx: 105 entropy_left: 1.5082979986144511 entropy_right : 0.8366407419411673 -> 24 150 +idx: 106 entropy_left: 1.5180083381895495 entropy_right : 0.8453509366224365 -> 24 150 +idx: 107 entropy_left: 1.5134243514707206 entropy_right : 0.8203636429576732 -> 24 150 +idx: 109 entropy_left: 1.530122629268322 entropy_right : 0.8390040613676977 -> 24 150 +idx: 110 entropy_left: 1.5257153697175778 entropy_right : 0.8112781244591328 -> 24 150 +idx: 113 entropy_left: 1.54490062239043 entropy_right : 0.8418521897563207 -> 24 150 +idx: 114 entropy_left: 1.5408469049615863 entropy_right : 0.8112781244591328 -> 24 150 +idx: 117 entropy_left: 1.5544333664039933 entropy_right : 0.8453509366224365 -> 24 150 +idx: 118 entropy_left: 1.5507380564508026 entropy_right : 0.8112781244591328 -> 24 150 +idx: 120 entropy_left: 1.557384036498573 entropy_right : 0.8366407419411673 -> 24 150 +idx: 122 entropy_left: 1.5502477540313635 entropy_right : 0.74959525725948 -> 24 150 +idx: 127 entropy_left: 1.5609148740783336 entropy_right : 0.828055725379504 -> 24 150 +idx: 130 entropy_left: 1.5516017017685246 entropy_right : 0.6098403047164004 -> 24 150 +idx: 132 entropy_left: 1.5542993132861813 entropy_right : 0.6500224216483541 -> 24 150 +idx: 133 entropy_left: 1.551254504144143 entropy_right : 0.5225593745369408 -> 24 150 +idx: 134 entropy_left: 1.552300445892517 entropy_right : 0.5435644431995964 -> 24 150 +idx: 135 entropy_left: 1.5492893488248605 entropy_right : 0.35335933502142136 -> 24 150 +idx: 137 entropy_left: 1.5508523041806783 entropy_right : 0.39124356362925566 -> 24 150 +idx: 138 entropy_left: 1.5480084816425554 entropy_right : 0 -> 24 150 +cut: 5.0 index: 25 +start: 24 cut: 25 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5419822842863982 ent1= 0 ent2= 1.5433449229510985 +ig= 0.010886130565070262 delta= 4.6479441057688256 N 126 term 0.09217244754310248 +idx: 29 entropy_left: 0 entropy_right : 1.5202013991459298 -> 25 150 +idx: 30 entropy_left: 0.7219280948873623 entropy_right : 1.521677608876836 -> 25 150 +idx: 33 entropy_left: 0.5435644431995964 entropy_right : 1.4992098113026513 -> 25 150 +idx: 34 entropy_left: 0.7642045065086203 entropy_right : 1.5007111828980744 -> 25 150 +idx: 44 entropy_left: 0.4854607607459134 entropy_right : 1.3764263022492553 -> 25 150 +idx: 45 entropy_left: 0.6098403047164004 entropy_right : 1.3779796176519241 -> 25 150 +idx: 51 entropy_left: 0.5159469300074474 entropy_right : 1.2367928607774141 -> 25 150 +idx: 52 entropy_left: 0.6051865766334206 entropy_right : 1.2377158231343603 -> 25 150 +idx: 53 entropy_left: 0.5916727785823275 entropy_right : 1.2046986815511866 -> 25 150 +idx: 58 entropy_left: 0.8453509366224365 entropy_right : 1.2056112071736118 -> 25 150 +idx: 59 entropy_left: 0.833764907210665 entropy_right : 1.167065448996099 -> 25 150 +idx: 61 entropy_left: 0.8879763195151351 entropy_right : 1.1653351793699953 -> 25 150 +idx: 62 entropy_left: 1.043233026456561 entropy_right : 1.1687172769890006 -> 25 150 +idx: 68 entropy_left: 1.1103746838736357 entropy_right : 1.1573913563403753 -> 25 150 +idx: 69 entropy_left: 1.102652051070839 entropy_right : 1.109500797247481 -> 25 150 +idx: 70 entropy_left: 1.1080734808267854 entropy_right : 1.105866621101474 -> 25 150 +idx: 71 entropy_left: 1.191603636543317 entropy_right : 1.1104593064416028 -> 25 150 +idx: 72 entropy_left: 1.1835119881802911 entropy_right : 1.0511407586429597 -> 25 150 +idx: 74 entropy_left: 1.1898011817445777 entropy_right : 1.041722068095403 -> 25 150 +idx: 75 entropy_left: 1.2523479506082373 entropy_right : 1.0462881865460743 -> 25 150 +idx: 76 entropy_left: 1.2449863769220126 entropy_right : 0.9568886656798212 -> 25 150 +idx: 77 entropy_left: 1.2466033489462778 entropy_right : 0.9505668528932196 -> 25 150 +idx: 78 entropy_left: 1.2968901961487296 entropy_right : 0.9544340029249649 -> 25 150 +idx: 79 entropy_left: 1.297231327577664 entropy_right : 0.9477073729342066 -> 25 150 +idx: 81 entropy_left: 1.3747976286297399 entropy_right : 0.9557589912150009 -> 25 150 +idx: 83 entropy_left: 1.3725531875543378 entropy_right : 0.9411864371816835 -> 25 150 +idx: 84 entropy_left: 1.4030409766614365 entropy_right : 0.9456603046006402 -> 25 150 +idx: 87 entropy_left: 1.3954965550573624 entropy_right : 0.9182958340544896 -> 25 150 +idx: 88 entropy_left: 1.4219164254677488 entropy_right : 0.9235785996175947 -> 25 150 +idx: 89 entropy_left: 1.4185644431995963 entropy_right : 0.9127341558073343 -> 25 150 +idx: 91 entropy_left: 1.4621038680842193 entropy_right : 0.9238422284571814 -> 25 150 +idx: 95 entropy_left: 1.4460656059951589 entropy_right : 0.8698926856041563 -> 25 150 +idx: 97 entropy_left: 1.4806821149663847 entropy_right : 0.8835850861052532 -> 25 150 +idx: 99 entropy_left: 1.4716260084832968 entropy_right : 0.8478617451660526 -> 25 150 +idx: 101 entropy_left: 1.4994716801681787 entropy_right : 0.863120568566631 -> 25 150 +idx: 102 entropy_left: 1.4949188482339508 entropy_right : 0.8426578772022391 -> 25 150 +idx: 104 entropy_left: 1.5173143758899288 entropy_right : 0.8589810370425963 -> 25 150 +idx: 105 entropy_left: 1.5128876215181606 entropy_right : 0.8366407419411673 -> 25 150 +idx: 106 entropy_left: 1.5224412847266997 entropy_right : 0.8453509366224365 -> 25 150 +idx: 107 entropy_left: 1.5180083381895495 entropy_right : 0.8203636429576732 -> 25 150 +idx: 109 entropy_left: 1.5343848620488534 entropy_right : 0.8390040613676977 -> 25 150 +idx: 110 entropy_left: 1.530122629268322 entropy_right : 0.8112781244591328 -> 25 150 +idx: 113 entropy_left: 1.5488102670635506 entropy_right : 0.8418521897563207 -> 25 150 +idx: 114 entropy_left: 1.54490062239043 entropy_right : 0.8112781244591328 -> 25 150 +idx: 117 entropy_left: 1.5579855528221356 entropy_right : 0.8453509366224365 -> 25 150 +idx: 118 entropy_left: 1.5544333664039933 entropy_right : 0.8112781244591328 -> 25 150 +idx: 120 entropy_left: 1.5607500907359895 entropy_right : 0.8366407419411673 -> 25 150 +idx: 122 entropy_left: 1.553879521231102 entropy_right : 0.74959525725948 -> 25 150 +idx: 127 entropy_left: 1.563765836340899 entropy_right : 0.828055725379504 -> 25 150 +idx: 130 entropy_left: 1.5548233543094725 entropy_right : 0.6098403047164004 -> 25 150 +idx: 132 entropy_left: 1.557232745700588 entropy_right : 0.6500224216483541 -> 25 150 +idx: 133 entropy_left: 1.5542993132861813 entropy_right : 0.5225593745369408 -> 25 150 +idx: 134 entropy_left: 1.5552054863428957 entropy_right : 0.5435644431995964 -> 25 150 +idx: 135 entropy_left: 1.552300445892517 entropy_right : 0.35335933502142136 -> 25 150 +idx: 137 entropy_left: 1.5535925258546306 entropy_right : 0.39124356362925566 -> 25 150 +idx: 138 entropy_left: 1.5508523041806783 entropy_right : 0 -> 25 150 +cut: 5.0 index: 29 +start: 25 cut: 29 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5433449229510985 ent1= 0 ent2= 1.5202013991459298 +ig= 0.07178996857783848 delta= 4.574425618359218 N 125 term 0.09222897542996876 +idx: 30 entropy_left: 0 entropy_right : 1.521677608876836 -> 29 150 +idx: 33 entropy_left: 0.8112781244591328 entropy_right : 1.4992098113026513 -> 29 150 +idx: 34 entropy_left: 0.9709505944546686 entropy_right : 1.5007111828980744 -> 29 150 +idx: 44 entropy_left: 0.5665095065529053 entropy_right : 1.3764263022492553 -> 29 150 +idx: 45 entropy_left: 0.6962122601251458 entropy_right : 1.3779796176519241 -> 29 150 +idx: 51 entropy_left: 0.5746356978376794 entropy_right : 1.2367928607774141 -> 29 150 +idx: 52 entropy_left: 0.6665783579949205 entropy_right : 1.2377158231343603 -> 29 150 +idx: 53 entropy_left: 0.6500224216483541 entropy_right : 1.2046986815511866 -> 29 150 +idx: 58 entropy_left: 0.8935711016541907 entropy_right : 1.2056112071736118 -> 29 150 +idx: 59 entropy_left: 0.8812908992306927 entropy_right : 1.167065448996099 -> 29 150 +idx: 61 entropy_left: 0.9283620723948678 entropy_right : 1.1653351793699953 -> 29 150 +idx: 62 entropy_left: 1.096139159256507 entropy_right : 1.1687172769890006 -> 29 150 +idx: 68 entropy_left: 1.1385936501543064 entropy_right : 1.1573913563403753 -> 29 150 +idx: 69 entropy_left: 1.1320689971054545 entropy_right : 1.109500797247481 -> 29 150 +idx: 70 entropy_left: 1.1339874769112017 entropy_right : 1.105866621101474 -> 29 150 +idx: 71 entropy_left: 1.221694907636328 entropy_right : 1.1104593064416028 -> 29 150 +idx: 72 entropy_left: 1.2146234752771463 entropy_right : 1.0511407586429597 -> 29 150 +idx: 74 entropy_left: 1.2145089432839293 entropy_right : 1.041722068095403 -> 29 150 +idx: 75 entropy_left: 1.2793146867260998 entropy_right : 1.0462881865460743 -> 29 150 +idx: 76 entropy_left: 1.2730452470559679 entropy_right : 0.9568886656798212 -> 29 150 +idx: 77 entropy_left: 1.271782221599798 entropy_right : 0.9505668528932196 -> 29 150 +idx: 78 entropy_left: 1.323326866652724 entropy_right : 0.9544340029249649 -> 29 150 +idx: 79 entropy_left: 1.3209242772281589 entropy_right : 0.9477073729342066 -> 29 150 +idx: 81 entropy_left: 1.3993556675323378 entropy_right : 0.9557589912150009 -> 29 150 +idx: 83 entropy_left: 1.3921472236645345 entropy_right : 0.9411864371816835 -> 29 150 +idx: 84 entropy_left: 1.4226381773606827 entropy_right : 0.9456603046006402 -> 29 150 +idx: 87 entropy_left: 1.408454322194389 entropy_right : 0.9182958340544896 -> 29 150 +idx: 88 entropy_left: 1.4348284294343598 entropy_right : 0.9235785996175947 -> 29 150 +idx: 89 entropy_left: 1.4294732983598406 entropy_right : 0.9127341558073343 -> 29 150 +idx: 91 entropy_left: 1.4725137493579352 entropy_right : 0.9238422284571814 -> 29 150 +idx: 95 entropy_left: 1.4495701653254023 entropy_right : 0.8698926856041563 -> 29 150 +idx: 97 entropy_left: 1.4836591643979629 entropy_right : 0.8835850861052532 -> 29 150 +idx: 99 entropy_left: 1.4716774936810642 entropy_right : 0.8478617451660526 -> 29 150 +idx: 101 entropy_left: 1.498872146878066 entropy_right : 0.863120568566631 -> 29 150 +idx: 102 entropy_left: 1.4930166887541538 entropy_right : 0.8426578772022391 -> 29 150 +idx: 104 entropy_left: 1.5146319490241265 entropy_right : 0.8589810370425963 -> 29 150 +idx: 105 entropy_left: 1.5090275125326515 entropy_right : 0.8366407419411673 -> 29 150 +idx: 106 entropy_left: 1.518172665753515 entropy_right : 0.8453509366224365 -> 29 150 +idx: 107 entropy_left: 1.5126362849284707 entropy_right : 0.8203636429576732 -> 29 150 +idx: 109 entropy_left: 1.5281843786247746 entropy_right : 0.8390040613676977 -> 29 150 +idx: 110 entropy_left: 1.52292446851929 entropy_right : 0.8112781244591328 -> 29 150 +idx: 113 entropy_left: 1.540319313990849 entropy_right : 0.8418521897563207 -> 29 150 +idx: 114 entropy_left: 1.5355405577499845 entropy_right : 0.8112781244591328 -> 29 150 +idx: 117 entropy_left: 1.5473158084406657 entropy_right : 0.8453509366224365 -> 29 150 +idx: 118 entropy_left: 1.543007267402686 entropy_right : 0.8112781244591328 -> 29 150 +idx: 120 entropy_left: 1.5484739108446754 entropy_right : 0.8366407419411673 -> 29 150 +idx: 122 entropy_left: 1.5402513451679312 entropy_right : 0.74959525725948 -> 29 150 +idx: 127 entropy_left: 1.5482156423395383 entropy_right : 0.828055725379504 -> 29 150 +idx: 130 entropy_left: 1.5376917861959223 entropy_right : 0.6098403047164004 -> 29 150 +idx: 132 entropy_left: 1.539449789759387 entropy_right : 0.6500224216483541 -> 29 150 +idx: 133 entropy_left: 1.5360485008483817 entropy_right : 0.5225593745369408 -> 29 150 +idx: 134 entropy_left: 1.5366468930089403 entropy_right : 0.5435644431995964 -> 29 150 +idx: 135 entropy_left: 1.5333008164572508 entropy_right : 0.35335933502142136 -> 29 150 +idx: 137 entropy_left: 1.5340120338817291 entropy_right : 0.39124356362925566 -> 29 150 +idx: 138 entropy_left: 1.530871713949455 entropy_right : 0 -> 29 150 +cut: 5.0 index: 30 +start: 29 cut: 30 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5202013991459298 ent1= 0 ent2= 1.521677608876836 +ig= 0.011099638276340196 delta= 4.6482848189674435 N 121 term 0.09549731747583441 +idx: 33 entropy_left: 0 entropy_right : 1.4992098113026513 -> 30 150 +idx: 34 entropy_left: 0.8112781244591328 entropy_right : 1.5007111828980744 -> 30 150 +idx: 44 entropy_left: 0.37123232664087563 entropy_right : 1.3764263022492553 -> 30 150 +idx: 45 entropy_left: 0.5665095065529053 entropy_right : 1.3779796176519241 -> 30 150 +idx: 51 entropy_left: 0.4537163391869448 entropy_right : 1.2367928607774141 -> 30 150 +idx: 52 entropy_left: 0.5746356978376794 entropy_right : 1.2377158231343603 -> 30 150 +idx: 53 entropy_left: 0.5586293734521992 entropy_right : 1.2046986815511866 -> 30 150 +idx: 58 entropy_left: 0.863120568566631 entropy_right : 1.2056112071736118 -> 30 150 +idx: 59 entropy_left: 0.8497511372532974 entropy_right : 1.167065448996099 -> 30 150 +idx: 61 entropy_left: 0.907165767573082 entropy_right : 1.1653351793699953 -> 30 150 +idx: 62 entropy_left: 1.079439161649138 entropy_right : 1.1687172769890006 -> 30 150 +idx: 68 entropy_left: 1.1363836745395337 entropy_right : 1.1573913563403753 -> 30 150 +idx: 69 entropy_left: 1.1287997673232602 entropy_right : 1.109500797247481 -> 30 150 +idx: 70 entropy_left: 1.1320689971054545 entropy_right : 1.105866621101474 -> 30 150 +idx: 71 entropy_left: 1.221104104343052 entropy_right : 1.1104593064416028 -> 30 150 +idx: 72 entropy_left: 1.2130604396700206 entropy_right : 1.0511407586429597 -> 30 150 +idx: 74 entropy_left: 1.215055533529583 entropy_right : 1.041722068095403 -> 30 150 +idx: 75 entropy_left: 1.2805767575096105 entropy_right : 1.0462881865460743 -> 30 150 +idx: 76 entropy_left: 1.273461732689636 entropy_right : 0.9568886656798212 -> 30 150 +idx: 77 entropy_left: 1.2730452470559679 entropy_right : 0.9505668528932196 -> 30 150 +idx: 78 entropy_left: 1.3250112108241772 entropy_right : 0.9544340029249649 -> 30 150 +idx: 79 entropy_left: 1.323326866652724 entropy_right : 0.9477073729342066 -> 30 150 +idx: 81 entropy_left: 1.402081402756032 entropy_right : 0.9557589912150009 -> 30 150 +idx: 83 entropy_left: 1.3960185675642185 entropy_right : 0.9411864371816835 -> 30 150 +idx: 84 entropy_left: 1.4265076973297228 entropy_right : 0.9456603046006402 -> 30 150 +idx: 87 entropy_left: 1.4135563800703668 entropy_right : 0.9182958340544896 -> 30 150 +idx: 88 entropy_left: 1.4398683625590178 entropy_right : 0.9235785996175947 -> 30 150 +idx: 89 entropy_left: 1.4348284294343598 entropy_right : 0.9127341558073343 -> 30 150 +idx: 91 entropy_left: 1.4776169519137876 entropy_right : 0.9238422284571814 -> 30 150 +idx: 95 entropy_left: 1.4556221732103853 entropy_right : 0.8698926856041563 -> 30 150 +idx: 97 entropy_left: 1.489391643473373 entropy_right : 0.8835850861052532 -> 30 150 +idx: 99 entropy_left: 1.4777468341000446 entropy_right : 0.8478617451660526 -> 30 150 +idx: 101 entropy_left: 1.504577050984356 entropy_right : 0.863120568566631 -> 30 150 +idx: 102 entropy_left: 1.498872146878066 entropy_right : 0.8426578772022391 -> 30 150 +idx: 104 entropy_left: 1.5200907086043647 entropy_right : 0.8589810370425963 -> 30 150 +idx: 105 entropy_left: 1.5146319490241265 entropy_right : 0.8366407419411673 -> 30 150 +idx: 106 entropy_left: 1.5235739093430942 entropy_right : 0.8453509366224365 -> 30 150 +idx: 107 entropy_left: 1.518172665753515 entropy_right : 0.8203636429576732 -> 30 150 +idx: 109 entropy_left: 1.5333121048269875 entropy_right : 0.8390040613676977 -> 30 150 +idx: 110 entropy_left: 1.5281843786247746 entropy_right : 0.8112781244591328 -> 30 150 +idx: 113 entropy_left: 1.544962682484281 entropy_right : 0.8418521897563207 -> 30 150 +idx: 114 entropy_left: 1.540319313990849 entropy_right : 0.8112781244591328 -> 30 150 +idx: 117 entropy_left: 1.551486596164451 entropy_right : 0.8453509366224365 -> 30 150 +idx: 118 entropy_left: 1.5473158084406657 entropy_right : 0.8112781244591328 -> 30 150 +idx: 120 entropy_left: 1.5523892173146852 entropy_right : 0.8366407419411673 -> 30 150 +idx: 122 entropy_left: 1.5444239694802433 entropy_right : 0.74959525725948 -> 30 150 +idx: 127 entropy_left: 1.5514723039742495 entropy_right : 0.828055725379504 -> 30 150 +idx: 130 entropy_left: 1.5413152774012366 entropy_right : 0.6098403047164004 -> 30 150 +idx: 132 entropy_left: 1.5427407553061978 entropy_right : 0.6500224216483541 -> 30 150 +idx: 133 entropy_left: 1.539449789759387 entropy_right : 0.5225593745369408 -> 30 150 +idx: 134 entropy_left: 1.5398878436678525 entropy_right : 0.5435644431995964 -> 30 150 +idx: 135 entropy_left: 1.5366468930089403 entropy_right : 0.35335933502142136 -> 30 150 +idx: 137 entropy_left: 1.5370490001936568 entropy_right : 0.39124356362925566 -> 30 150 +idx: 138 entropy_left: 1.5340120338817291 entropy_right : 0 -> 30 150 +cut: 5.1 index: 33 +start: 30 cut: 33 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.521677608876836 ent1= 0 ent2= 1.4992098113026513 +ig= 0.05994804285675093 delta= 4.57645279705217 N 120 term 0.09559392133633429 +idx: 34 entropy_left: 0 entropy_right : 1.5007111828980744 -> 33 150 +idx: 44 entropy_left: 0.4394969869215134 entropy_right : 1.3764263022492553 -> 33 150 +idx: 45 entropy_left: 0.6500224216483541 entropy_right : 1.3779796176519241 -> 33 150 +idx: 51 entropy_left: 0.5032583347756457 entropy_right : 1.2367928607774141 -> 33 150 +idx: 52 entropy_left: 0.6292492238560345 entropy_right : 1.2377158231343603 -> 33 150 +idx: 53 entropy_left: 0.6098403047164004 entropy_right : 1.2046986815511866 -> 33 150 +idx: 58 entropy_left: 0.904381457724494 entropy_right : 1.2056112071736118 -> 33 150 +idx: 59 entropy_left: 0.8904916402194913 entropy_right : 1.167065448996099 -> 33 150 +idx: 61 entropy_left: 0.9402859586706309 entropy_right : 1.1653351793699953 -> 33 150 +idx: 62 entropy_left: 1.1242592373746325 entropy_right : 1.1687172769890006 -> 33 150 +idx: 68 entropy_left: 1.1561787304889202 entropy_right : 1.1573913563403753 -> 33 150 +idx: 69 entropy_left: 1.1501854804581977 entropy_right : 1.109500797247481 -> 33 150 +idx: 70 entropy_left: 1.1500617154483042 entropy_right : 1.105866621101474 -> 33 150 +idx: 71 entropy_left: 1.2427303803729568 entropy_right : 1.1104593064416028 -> 33 150 +idx: 72 entropy_left: 1.236032213759607 entropy_right : 1.0511407586429597 -> 33 150 +idx: 74 entropy_left: 1.2319621350284407 entropy_right : 1.041722068095403 -> 33 150 +idx: 75 entropy_left: 1.2993633238421214 entropy_right : 1.0462881865460743 -> 33 150 +idx: 76 entropy_left: 1.2936094957266198 entropy_right : 0.9568886656798212 -> 33 150 +idx: 77 entropy_left: 1.2905199077676452 entropy_right : 0.9505668528932196 -> 33 150 +idx: 78 entropy_left: 1.3434702568607588 entropy_right : 0.9544340029249649 -> 33 150 +idx: 79 entropy_left: 1.3392721352590145 entropy_right : 0.9477073729342066 -> 33 150 +idx: 81 entropy_left: 1.4185644431995963 entropy_right : 0.9557589912150009 -> 33 150 +idx: 83 entropy_left: 1.4080488723348807 entropy_right : 0.9411864371816835 -> 33 150 +idx: 84 entropy_left: 1.4384630807544665 entropy_right : 0.9456603046006402 -> 33 150 +idx: 87 entropy_left: 1.4196730020815134 entropy_right : 0.9182958340544896 -> 33 150 +idx: 88 entropy_left: 1.4459033762515259 entropy_right : 0.9235785996175947 -> 33 150 +idx: 89 entropy_left: 1.4391294142581823 entropy_right : 0.9127341558073343 -> 33 150 +idx: 91 entropy_left: 1.4814308333061716 entropy_right : 0.9238422284571814 -> 33 150 +idx: 95 entropy_left: 1.4535828837865412 entropy_right : 0.8698926856041563 -> 33 150 +idx: 97 entropy_left: 1.4869015389218596 entropy_right : 0.8835850861052532 -> 33 150 +idx: 99 entropy_left: 1.47283015230032 entropy_right : 0.8478617451660526 -> 33 150 +idx: 101 entropy_left: 1.4991298893975544 entropy_right : 0.863120568566631 -> 33 150 +idx: 102 entropy_left: 1.4923596540293003 entropy_right : 0.8426578772022391 -> 33 150 +idx: 104 entropy_left: 1.5129527183657314 entropy_right : 0.8589810370425963 -> 33 150 +idx: 105 entropy_left: 1.5065420643391485 entropy_right : 0.8366407419411673 -> 33 150 +idx: 106 entropy_left: 1.5151610003501055 entropy_right : 0.8453509366224365 -> 33 150 +idx: 107 entropy_left: 1.5088745246622877 entropy_right : 0.8203636429576732 -> 33 150 +idx: 109 entropy_left: 1.5233671360000942 entropy_right : 0.8390040613676977 -> 33 150 +idx: 110 entropy_left: 1.5174480580708334 entropy_right : 0.8112781244591328 -> 33 150 +idx: 113 entropy_left: 1.5332288946792918 entropy_right : 0.8418521897563207 -> 33 150 +idx: 114 entropy_left: 1.5279067065978253 entropy_right : 0.8112781244591328 -> 33 150 +idx: 117 entropy_left: 1.538075564045685 entropy_right : 0.8453509366224365 -> 33 150 +idx: 118 entropy_left: 1.5333232048629988 entropy_right : 0.8112781244591328 -> 33 150 +idx: 120 entropy_left: 1.5377559674303916 entropy_right : 0.8366407419411673 -> 33 150 +idx: 122 entropy_left: 1.5287642104483186 entropy_right : 0.74959525725948 -> 33 150 +idx: 127 entropy_left: 1.5343941913830057 entropy_right : 0.828055725379504 -> 33 150 +idx: 130 entropy_left: 1.523071016430478 entropy_right : 0.6098403047164004 -> 33 150 +idx: 132 entropy_left: 1.5240294109795434 entropy_right : 0.6500224216483541 -> 33 150 +idx: 133 entropy_left: 1.520398271617716 entropy_right : 0.5225593745369408 -> 33 150 +idx: 134 entropy_left: 1.5206178114026545 entropy_right : 0.5435644431995964 -> 33 150 +idx: 135 entropy_left: 1.5170584650102175 entropy_right : 0.35335933502142136 -> 33 150 +idx: 137 entropy_left: 1.5170523105906335 entropy_right : 0.39124356362925566 -> 33 150 +idx: 138 entropy_left: 1.5137301230425602 entropy_right : 0 -> 33 150 +cut: 5.1 index: 34 +start: 33 cut: 34 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.4992098113026513 ent1= 0 ent2= 1.5007111828980744 +ig= 0.011325219711397994 delta= 4.648360304560994 N 117 term 0.0983447974332356 +idx: 44 entropy_left: 0 entropy_right : 1.3764263022492553 -> 34 150 +idx: 45 entropy_left: 0.4394969869215134 entropy_right : 1.3779796176519241 -> 34 150 +idx: 51 entropy_left: 0.3227569588973983 entropy_right : 1.2367928607774141 -> 34 150 +idx: 52 entropy_left: 0.5032583347756457 entropy_right : 1.2377158231343603 -> 34 150 +idx: 53 entropy_left: 0.4854607607459134 entropy_right : 1.2046986815511866 -> 34 150 +idx: 58 entropy_left: 0.8708644692353646 entropy_right : 1.2056112071736118 -> 34 150 +idx: 59 entropy_left: 0.8554508105601307 entropy_right : 1.167065448996099 -> 34 150 +idx: 61 entropy_left: 0.9182958340544896 entropy_right : 1.1653351793699953 -> 34 150 +idx: 62 entropy_left: 1.107784384952517 entropy_right : 1.1687172769890006 -> 34 150 +idx: 68 entropy_left: 1.1562272836006513 entropy_right : 1.1573913563403753 -> 34 150 +idx: 69 entropy_left: 1.1488835401005122 entropy_right : 1.109500797247481 -> 34 150 +idx: 70 entropy_left: 1.1501854804581977 entropy_right : 1.105866621101474 -> 34 150 +idx: 71 entropy_left: 1.2443013992660275 entropy_right : 1.1104593064416028 -> 34 150 +idx: 72 entropy_left: 1.2363864108712896 entropy_right : 1.0511407586429597 -> 34 150 +idx: 74 entropy_left: 1.2344977967946407 entropy_right : 1.041722068095403 -> 34 150 +idx: 75 entropy_left: 1.3026227503285144 entropy_right : 1.0462881865460743 -> 34 150 +idx: 76 entropy_left: 1.2958363892911637 entropy_right : 0.9568886656798212 -> 34 150 +idx: 77 entropy_left: 1.2936094957266198 entropy_right : 0.9505668528932196 -> 34 150 +idx: 78 entropy_left: 1.3469477860513406 entropy_right : 0.9544340029249649 -> 34 150 +idx: 79 entropy_left: 1.3434702568607588 entropy_right : 0.9477073729342066 -> 34 150 +idx: 81 entropy_left: 1.422950494647251 entropy_right : 0.9557589912150009 -> 34 150 +idx: 83 entropy_left: 1.4135682830396687 entropy_right : 0.9411864371816835 -> 34 150 +idx: 84 entropy_left: 1.4439032709191701 entropy_right : 0.9456603046006402 -> 34 150 +idx: 87 entropy_left: 1.4262873399004574 entropy_right : 0.9182958340544896 -> 34 150 +idx: 88 entropy_left: 1.4523861943352818 entropy_right : 0.9235785996175947 -> 34 150 +idx: 89 entropy_left: 1.4459033762515259 entropy_right : 0.9127341558073343 -> 34 150 +idx: 91 entropy_left: 1.4878131808507769 entropy_right : 0.9238422284571814 -> 34 150 +idx: 95 entropy_left: 1.4608248015713592 entropy_right : 0.8698926856041563 -> 34 150 +idx: 97 entropy_left: 1.4937095464322434 entropy_right : 0.8835850861052532 -> 34 150 +idx: 99 entropy_left: 1.4799337224591032 entropy_right : 0.8478617451660526 -> 34 150 +idx: 101 entropy_left: 1.5057662831867211 entropy_right : 0.863120568566631 -> 34 150 +idx: 102 entropy_left: 1.4991298893975544 entropy_right : 0.8426578772022391 -> 34 150 +idx: 104 entropy_left: 1.5192305624137816 entropy_right : 0.8589810370425963 -> 34 150 +idx: 105 entropy_left: 1.5129527183657314 entropy_right : 0.8366407419411673 -> 34 150 +idx: 106 entropy_left: 1.5213240183572947 entropy_right : 0.8453509366224365 -> 34 150 +idx: 107 entropy_left: 1.5151610003501055 entropy_right : 0.8203636429576732 -> 34 150 +idx: 109 entropy_left: 1.529162767471135 entropy_right : 0.8390040613676977 -> 34 150 +idx: 110 entropy_left: 1.5233671360000942 entropy_right : 0.8112781244591328 -> 34 150 +idx: 113 entropy_left: 1.5384204755151063 entropy_right : 0.8418521897563207 -> 34 150 +idx: 114 entropy_left: 1.5332288946792918 entropy_right : 0.8112781244591328 -> 34 150 +idx: 117 entropy_left: 1.5426918994072474 entropy_right : 0.8453509366224365 -> 34 150 +idx: 118 entropy_left: 1.538075564045685 entropy_right : 0.8112781244591328 -> 34 150 +idx: 120 entropy_left: 1.5420569181018204 entropy_right : 0.8366407419411673 -> 34 150 +idx: 122 entropy_left: 1.533320797816137 entropy_right : 0.74959525725948 -> 34 150 +idx: 127 entropy_left: 1.5379137608515965 entropy_right : 0.828055725379504 -> 34 150 +idx: 130 entropy_left: 1.5269619764446545 entropy_right : 0.6098403047164004 -> 34 150 +idx: 132 entropy_left: 1.5275487529615783 entropy_right : 0.6500224216483541 -> 34 150 +idx: 133 entropy_left: 1.5240294109795434 entropy_right : 0.5225593745369408 -> 34 150 +idx: 134 entropy_left: 1.524070562860036 entropy_right : 0.5435644431995964 -> 34 150 +idx: 135 entropy_left: 1.5206178114026545 entropy_right : 0.35335933502142136 -> 34 150 +idx: 137 entropy_left: 1.52026917047001 entropy_right : 0.39124356362925566 -> 34 150 +idx: 138 entropy_left: 1.5170523105906335 entropy_right : 0 -> 34 150 +cut: 5.2 index: 44 +start: 34 cut: 44 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5007111828980744 ent1= 0 ent2= 1.3764263022492553 +ig= 0.24294232049789266 delta= 4.271001547828267 N 116 term 0.09583182412735038 +¡Ding! 5.2 44 +idx: 45 entropy_left: 0 entropy_right : 1.3779796176519241 -> 44 150 +idx: 51 entropy_left: 0.5916727785823275 entropy_right : 1.2367928607774141 -> 44 150 +idx: 52 entropy_left: 0.8112781244591328 entropy_right : 1.2377158231343603 -> 44 150 +idx: 53 entropy_left: 0.7642045065086203 entropy_right : 1.2046986815511866 -> 44 150 +idx: 58 entropy_left: 1.0 entropy_right : 1.2056112071736118 -> 44 150 +idx: 59 entropy_left: 0.9967916319816366 entropy_right : 1.167065448996099 -> 44 150 +idx: 61 entropy_left: 0.9975025463691153 entropy_right : 1.1653351793699953 -> 44 150 +idx: 62 entropy_left: 1.2516291673878228 entropy_right : 1.1687172769890006 -> 44 150 +idx: 68 entropy_left: 1.1431558784658322 entropy_right : 1.1573913563403753 -> 44 150 +idx: 69 entropy_left: 1.1585488318903812 entropy_right : 1.109500797247481 -> 44 150 +idx: 70 entropy_left: 1.1416195253341381 entropy_right : 1.105866621101474 -> 44 150 +idx: 71 entropy_left: 1.2538013905715866 entropy_right : 1.1104593064416028 -> 44 150 +idx: 72 entropy_left: 1.2638091738835462 entropy_right : 1.0511407586429597 -> 44 150 +idx: 74 entropy_left: 1.2309595631140104 entropy_right : 1.041722068095403 -> 44 150 +idx: 75 entropy_left: 1.307976359515949 entropy_right : 1.0462881865460743 -> 44 150 +idx: 76 entropy_left: 1.31664733333952 entropy_right : 0.9568886656798212 -> 44 150 +idx: 77 entropy_left: 1.3013862992796092 entropy_right : 0.9505668528932196 -> 44 150 +idx: 78 entropy_left: 1.3590990012374453 entropy_right : 0.9544340029249649 -> 44 150 +idx: 79 entropy_left: 1.3437884540090375 entropy_right : 0.9477073729342066 -> 44 150 +idx: 81 entropy_left: 1.4256132384104512 entropy_right : 0.9557589912150009 -> 44 150 +idx: 83 entropy_left: 1.3964017465710241 entropy_right : 0.9411864371816835 -> 44 150 +idx: 84 entropy_left: 1.4266098981515114 entropy_right : 0.9456603046006402 -> 44 150 +idx: 87 entropy_left: 1.3843662197304327 entropy_right : 0.9182958340544896 -> 44 150 +idx: 88 entropy_left: 1.4105645152423338 entropy_right : 0.9235785996175947 -> 44 150 +idx: 89 entropy_left: 1.3970713079590378 entropy_right : 0.9127341558073343 -> 44 150 +idx: 91 entropy_left: 1.4378981830488653 entropy_right : 0.9238422284571814 -> 44 150 +idx: 95 entropy_left: 1.3885087415373887 entropy_right : 0.8698926856041563 -> 44 150 +idx: 97 entropy_left: 1.4207503473571672 entropy_right : 0.8835850861052532 -> 44 150 +idx: 99 entropy_left: 1.3982088441853116 entropy_right : 0.8478617451660526 -> 44 150 +idx: 101 entropy_left: 1.4231230542732203 entropy_right : 0.863120568566631 -> 44 150 +idx: 102 entropy_left: 1.4127788804267845 entropy_right : 0.8426578772022391 -> 44 150 +idx: 104 entropy_left: 1.431578033211198 entropy_right : 0.8589810370425963 -> 44 150 +idx: 105 entropy_left: 1.4220900521936763 entropy_right : 0.8366407419411673 -> 44 150 +idx: 106 entropy_left: 1.4297712666969145 entropy_right : 0.8453509366224365 -> 44 150 +idx: 107 entropy_left: 1.4206843409707122 entropy_right : 0.8203636429576732 -> 44 150 +idx: 109 entropy_left: 1.4333020260513436 entropy_right : 0.8390040613676977 -> 44 150 +idx: 110 entropy_left: 1.4249748676560043 entropy_right : 0.8112781244591328 -> 44 150 +idx: 113 entropy_left: 1.4378209282715886 entropy_right : 0.8418521897563207 -> 44 150 +idx: 114 entropy_left: 1.43055418918351 entropy_right : 0.8112781244591328 -> 44 150 +idx: 117 entropy_left: 1.4377707632957772 entropy_right : 0.8453509366224365 -> 44 150 +idx: 118 entropy_left: 1.4314614999501034 entropy_right : 0.8112781244591328 -> 44 150 +idx: 120 entropy_left: 1.4340201993083201 entropy_right : 0.8366407419411673 -> 44 150 +idx: 122 entropy_left: 1.4224171655427815 entropy_right : 0.74959525725948 -> 44 150 +idx: 127 entropy_left: 1.4240650747143373 entropy_right : 0.828055725379504 -> 44 150 +idx: 130 entropy_left: 1.4101818214788366 entropy_right : 0.6098403047164004 -> 44 150 +idx: 132 entropy_left: 1.409921745231479 entropy_right : 0.6500224216483541 -> 44 150 +idx: 133 entropy_left: 1.4055932553758037 entropy_right : 0.5225593745369408 -> 44 150 +idx: 134 entropy_left: 1.4052570450171729 entropy_right : 0.5435644431995964 -> 44 150 +idx: 135 entropy_left: 1.4010688958809001 entropy_right : 0.35335933502142136 -> 44 150 +idx: 137 entropy_left: 1.400052234031507 entropy_right : 0.39124356362925566 -> 44 150 +idx: 138 entropy_left: 1.3962125504871692 entropy_right : 0 -> 44 150 +cut: 5.25 index: 45 +start: 44 cut: 45 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.3764263022492553 ent1= 0 ent2= 1.3779796176519241 +ig= 0.011446492311028678 delta= 4.648516135982731 N 106 term 0.10719586465706465 +idx: 51 entropy_left: 0 entropy_right : 1.2367928607774141 -> 45 150 +idx: 52 entropy_left: 0.5916727785823275 entropy_right : 1.2377158231343603 -> 45 150 +idx: 53 entropy_left: 0.5435644431995964 entropy_right : 1.2046986815511866 -> 45 150 +idx: 58 entropy_left: 0.9957274520849256 entropy_right : 1.2056112071736118 -> 45 150 +idx: 59 entropy_left: 0.9852281360342516 entropy_right : 1.167065448996099 -> 45 150 +idx: 61 entropy_left: 1.0 entropy_right : 1.1653351793699953 -> 45 150 +idx: 62 entropy_left: 1.2639334294856337 entropy_right : 1.1687172769890006 -> 45 150 +idx: 68 entropy_left: 1.1625633078480364 entropy_right : 1.1573913563403753 -> 45 150 +idx: 69 entropy_left: 1.1752835873133531 entropy_right : 1.109500797247481 -> 45 150 +idx: 70 entropy_left: 1.1585488318903812 entropy_right : 1.105866621101474 -> 45 150 +idx: 71 entropy_left: 1.2722595663292235 entropy_right : 1.1104593064416028 -> 45 150 +idx: 72 entropy_left: 1.2799749139041574 entropy_right : 1.0511407586429597 -> 45 150 +idx: 74 entropy_left: 1.2474241244334552 entropy_right : 1.041722068095403 -> 45 150 +idx: 75 entropy_left: 1.3248560371987566 entropy_right : 1.0462881865460743 -> 45 150 +idx: 76 entropy_left: 1.3317607101149553 entropy_right : 0.9568886656798212 -> 45 150 +idx: 77 entropy_left: 1.31664733333952 entropy_right : 0.9505668528932196 -> 45 150 +idx: 78 entropy_left: 1.3743214578138507 entropy_right : 0.9544340029249649 -> 45 150 +idx: 79 entropy_left: 1.3590990012374453 entropy_right : 0.9477073729342066 -> 45 150 +idx: 81 entropy_left: 1.4400876246432754 entropy_right : 0.9557589912150009 -> 45 150 +idx: 83 entropy_left: 1.4110278111359231 entropy_right : 0.9411864371816835 -> 45 150 +idx: 84 entropy_left: 1.440686881996416 entropy_right : 0.9456603046006402 -> 45 150 +idx: 87 entropy_left: 1.3984047495234926 entropy_right : 0.9182958340544896 -> 45 150 +idx: 88 entropy_left: 1.4241055030202836 entropy_right : 0.9235785996175947 -> 45 150 +idx: 89 entropy_left: 1.4105645152423338 entropy_right : 0.9127341558073343 -> 45 150 +idx: 91 entropy_left: 1.4503134017471866 entropy_right : 0.9238422284571814 -> 45 150 +idx: 95 entropy_left: 1.400766637523055 entropy_right : 0.8698926856041563 -> 45 150 +idx: 97 entropy_left: 1.4320792052110205 entropy_right : 0.8835850861052532 -> 45 150 +idx: 99 entropy_left: 1.4094544755772227 entropy_right : 0.8478617451660526 -> 45 150 +idx: 101 entropy_left: 1.4334834517752852 entropy_right : 0.863120568566631 -> 45 150 +idx: 102 entropy_left: 1.4231230542732203 entropy_right : 0.8426578772022391 -> 45 150 +idx: 104 entropy_left: 1.4410541035142095 entropy_right : 0.8589810370425963 -> 45 150 +idx: 105 entropy_left: 1.431578033211198 entropy_right : 0.8366407419411673 -> 45 150 +idx: 106 entropy_left: 1.438841894200673 entropy_right : 0.8453509366224365 -> 45 150 +idx: 107 entropy_left: 1.4297712666969145 entropy_right : 0.8203636429576732 -> 45 150 +idx: 109 entropy_left: 1.4415920755789071 entropy_right : 0.8390040613676977 -> 45 150 +idx: 110 entropy_left: 1.4333020260513436 entropy_right : 0.8112781244591328 -> 45 150 +idx: 113 entropy_left: 1.4450194734840949 entropy_right : 0.8418521897563207 -> 45 150 +idx: 114 entropy_left: 1.4378209282715886 entropy_right : 0.8112781244591328 -> 45 150 +idx: 117 entropy_left: 1.4439881597575672 entropy_right : 0.8453509366224365 -> 45 150 +idx: 118 entropy_left: 1.4377707632957772 entropy_right : 0.8112781244591328 -> 45 150 +idx: 120 entropy_left: 1.4396788919399468 entropy_right : 0.8366407419411673 -> 45 150 +idx: 122 entropy_left: 1.4282619056422832 entropy_right : 0.74959525725948 -> 45 150 +idx: 127 entropy_left: 1.4284735370493284 entropy_right : 0.828055725379504 -> 45 150 +idx: 130 entropy_left: 1.4149076471763113 entropy_right : 0.6098403047164004 -> 45 150 +idx: 132 entropy_left: 1.414152505455283 entropy_right : 0.6500224216483541 -> 45 150 +idx: 133 entropy_left: 1.409921745231479 entropy_right : 0.5225593745369408 -> 45 150 +idx: 134 entropy_left: 1.4093509832105067 entropy_right : 0.5435644431995964 -> 45 150 +idx: 135 entropy_left: 1.4052570450171729 entropy_right : 0.35335933502142136 -> 45 150 +idx: 137 entropy_left: 1.403795504390464 entropy_right : 0.39124356362925566 -> 45 150 +idx: 138 entropy_left: 1.400052234031507 entropy_right : 0 -> 45 150 +cut: 5.4 index: 51 +start: 45 cut: 51 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.3779796176519241 ent1= 0 ent2= 1.2367928607774141 +ig= 0.21186063463321947 delta= 4.220295919151194 N 105 term 0.10400700606945035 +¡Ding! 5.4 51 +idx: 52 entropy_left: 0 entropy_right : 1.2377158231343603 -> 51 150 +idx: 53 entropy_left: 1.0 entropy_right : 1.2046986815511866 -> 51 150 +idx: 58 entropy_left: 0.5916727785823275 entropy_right : 1.2056112071736118 -> 51 150 +idx: 59 entropy_left: 0.8112781244591328 entropy_right : 1.167065448996099 -> 51 150 +idx: 61 entropy_left: 0.7219280948873623 entropy_right : 1.1653351793699953 -> 51 150 +idx: 62 entropy_left: 1.0957952550009338 entropy_right : 1.1687172769890006 -> 51 150 +idx: 68 entropy_left: 0.8343470230852539 entropy_right : 1.1573913563403753 -> 51 150 +idx: 69 entropy_left: 0.9444885341662053 entropy_right : 1.109500797247481 -> 51 150 +idx: 70 entropy_left: 0.9132829641650988 entropy_right : 1.105866621101474 -> 51 150 +idx: 71 entropy_left: 1.0540157730728 entropy_right : 1.1104593064416028 -> 51 150 +idx: 72 entropy_left: 1.1254908068679135 entropy_right : 1.0511407586429597 -> 51 150 +idx: 74 entropy_left: 1.0676111603502403 entropy_right : 1.041722068095403 -> 51 150 +idx: 75 entropy_left: 1.158222675578688 entropy_right : 1.0462881865460743 -> 51 150 +idx: 76 entropy_left: 1.2098003386604828 entropy_right : 0.9568886656798212 -> 51 150 +idx: 77 entropy_left: 1.1841636411194805 entropy_right : 0.9505668528932196 -> 51 150 +idx: 78 entropy_left: 1.2486545206672304 entropy_right : 0.9544340029249649 -> 51 150 +idx: 79 entropy_left: 1.2244883781338565 entropy_right : 0.9477073729342066 -> 51 150 +idx: 81 entropy_left: 1.3125559878021227 entropy_right : 0.9557589912150009 -> 51 150 +idx: 83 entropy_left: 1.2700599575900715 entropy_right : 0.9411864371816835 -> 51 150 +idx: 84 entropy_left: 1.3019762161101505 entropy_right : 0.9456603046006402 -> 51 150 +idx: 87 entropy_left: 1.2449187529382073 entropy_right : 0.9182958340544896 -> 51 150 +idx: 88 entropy_left: 1.2730009199061236 entropy_right : 0.9235785996175947 -> 51 150 +idx: 89 entropy_left: 1.255663165580298 entropy_right : 0.9127341558073343 -> 51 150 +idx: 91 entropy_left: 1.2987949406953985 entropy_right : 0.9238422284571814 -> 51 150 +idx: 95 entropy_left: 1.2387413849552513 entropy_right : 0.8698926856041563 -> 51 150 +idx: 97 entropy_left: 1.2733306660180936 entropy_right : 0.8835850861052532 -> 51 150 +idx: 99 entropy_left: 1.24726924853191 entropy_right : 0.8478617451660526 -> 51 150 +idx: 101 entropy_left: 1.2740022896699967 entropy_right : 0.863120568566631 -> 51 150 +idx: 102 entropy_left: 1.2623741775941766 entropy_right : 0.8426578772022391 -> 51 150 +idx: 104 entropy_left: 1.2824555399511839 entropy_right : 0.8589810370425963 -> 51 150 +idx: 105 entropy_left: 1.2720236796955837 entropy_right : 0.8366407419411673 -> 51 150 +idx: 106 entropy_left: 1.2802412641697223 entropy_right : 0.8453509366224365 -> 51 150 +idx: 107 entropy_left: 1.2703862545896736 entropy_right : 0.8203636429576732 -> 51 150 +idx: 109 entropy_left: 1.2839465152590122 entropy_right : 0.8390040613676977 -> 51 150 +idx: 110 entropy_left: 1.2750978150747438 entropy_right : 0.8112781244591328 -> 51 150 +idx: 113 entropy_left: 1.2890020897815337 entropy_right : 0.8418521897563207 -> 51 150 +idx: 114 entropy_left: 1.2814952229224468 entropy_right : 0.8112781244591328 -> 51 150 +idx: 117 entropy_left: 1.2894949485898448 entropy_right : 0.8453509366224365 -> 51 150 +idx: 118 entropy_left: 1.2831665076655923 entropy_right : 0.8112781244591328 -> 51 150 +idx: 120 entropy_left: 1.2861856515445227 entropy_right : 0.8366407419411673 -> 51 150 +idx: 122 entropy_left: 1.274785294596539 entropy_right : 0.74959525725948 -> 51 150 +idx: 127 entropy_left: 1.277660052784842 entropy_right : 0.828055725379504 -> 51 150 +idx: 130 entropy_left: 1.2647051503145113 entropy_right : 0.6098403047164004 -> 51 150 +idx: 132 entropy_left: 1.2650264370370163 entropy_right : 0.6500224216483541 -> 51 150 +idx: 133 entropy_left: 1.2610549127993207 entropy_right : 0.5225593745369408 -> 51 150 +idx: 134 entropy_left: 1.2610161720734205 entropy_right : 0.5435644431995964 -> 51 150 +idx: 135 entropy_left: 1.2572038836412398 entropy_right : 0.35335933502142136 -> 51 150 +idx: 137 entropy_left: 1.2567949149026907 entropy_right : 0.39124356362925566 -> 51 150 +idx: 138 entropy_left: 1.2533710321988052 entropy_right : 0 -> 51 150 +cut: 5.45 index: 52 +start: 51 cut: 52 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2367928607774141 ent1= 0 ent2= 1.2377158231343603 +ig= 0.011579217674714037 delta= 4.646625076845563 N 99 term 0.11375085778748256 +idx: 53 entropy_left: 0 entropy_right : 1.2046986815511866 -> 52 150 +idx: 58 entropy_left: 0.6500224216483541 entropy_right : 1.2056112071736118 -> 52 150 +idx: 59 entropy_left: 0.863120568566631 entropy_right : 1.167065448996099 -> 52 150 +idx: 61 entropy_left: 0.7642045065086203 entropy_right : 1.1653351793699953 -> 52 150 +idx: 62 entropy_left: 1.1567796494470395 entropy_right : 1.1687172769890006 -> 52 150 +idx: 68 entropy_left: 0.8683927290103626 entropy_right : 1.1573913563403753 -> 52 150 +idx: 69 entropy_left: 0.9780155566622415 entropy_right : 1.109500797247481 -> 52 150 +idx: 70 entropy_left: 0.9444885341662053 entropy_right : 1.105866621101474 -> 52 150 +idx: 71 entropy_left: 1.086987702339905 entropy_right : 1.1104593064416028 -> 52 150 +idx: 72 entropy_left: 1.1567796494470395 entropy_right : 1.0511407586429597 -> 52 150 +idx: 74 entropy_left: 1.0957952550009338 entropy_right : 1.041722068095403 -> 52 150 +idx: 75 entropy_left: 1.1863929342238186 entropy_right : 1.0462881865460743 -> 52 150 +idx: 76 entropy_left: 1.2364405016961446 entropy_right : 0.9568886656798212 -> 52 150 +idx: 77 entropy_left: 1.2098003386604828 entropy_right : 0.9505668528932196 -> 52 150 +idx: 78 entropy_left: 1.2736509190759928 entropy_right : 0.9544340029249649 -> 52 150 +idx: 79 entropy_left: 1.2486545206672304 entropy_right : 0.9477073729342066 -> 52 150 +idx: 81 entropy_left: 1.334599425999111 entropy_right : 0.9557589912150009 -> 52 150 +idx: 83 entropy_left: 1.2910357498542626 entropy_right : 0.9411864371816835 -> 52 150 +idx: 84 entropy_left: 1.3218847866691474 entropy_right : 0.9456603046006402 -> 52 150 +idx: 87 entropy_left: 1.2634815907120713 entropy_right : 0.9182958340544896 -> 52 150 +idx: 88 entropy_left: 1.2907148496715317 entropy_right : 0.9235785996175947 -> 52 150 +idx: 89 entropy_left: 1.2730009199061236 entropy_right : 0.9127341558073343 -> 52 150 +idx: 91 entropy_left: 1.314427310128449 entropy_right : 0.9238422284571814 -> 52 150 +idx: 95 entropy_left: 1.2533610514248106 entropy_right : 0.8698926856041563 -> 52 150 +idx: 97 entropy_left: 1.2866280229807059 entropy_right : 0.8835850861052532 -> 52 150 +idx: 99 entropy_left: 1.2602078229255897 entropy_right : 0.8478617451660526 -> 52 150 +idx: 101 entropy_left: 1.285743981839722 entropy_right : 0.863120568566631 -> 52 150 +idx: 102 entropy_left: 1.2740022896699967 entropy_right : 0.8426578772022391 -> 52 150 +idx: 104 entropy_left: 1.2929449855174395 entropy_right : 0.8589810370425963 -> 52 150 +idx: 105 entropy_left: 1.2824555399511839 entropy_right : 0.8366407419411673 -> 52 150 +idx: 106 entropy_left: 1.290137339650643 entropy_right : 0.8453509366224365 -> 52 150 +idx: 107 entropy_left: 1.2802412641697223 entropy_right : 0.8203636429576732 -> 52 150 +idx: 109 entropy_left: 1.2927975726087082 entropy_right : 0.8390040613676977 -> 52 150 +idx: 110 entropy_left: 1.2839465152590122 entropy_right : 0.8112781244591328 -> 52 150 +idx: 113 entropy_left: 1.2964607361371667 entropy_right : 0.8418521897563207 -> 52 150 +idx: 114 entropy_left: 1.2890020897815337 entropy_right : 0.8112781244591328 -> 52 150 +idx: 117 entropy_left: 1.2957378005380122 entropy_right : 0.8453509366224365 -> 52 150 +idx: 118 entropy_left: 1.2894949485898448 entropy_right : 0.8112781244591328 -> 52 150 +idx: 120 entropy_left: 1.2917436782389615 entropy_right : 0.8366407419411673 -> 52 150 +idx: 122 entropy_left: 1.2805280377491564 entropy_right : 0.74959525725948 -> 52 150 +idx: 127 entropy_left: 1.2817402106919733 entropy_right : 0.828055725379504 -> 52 150 +idx: 130 entropy_left: 1.269129492403553 entropy_right : 0.6098403047164004 -> 52 150 +idx: 132 entropy_left: 1.26889047905874 entropy_right : 0.6500224216483541 -> 52 150 +idx: 133 entropy_left: 1.2650264370370163 entropy_right : 0.5225593745369408 -> 52 150 +idx: 134 entropy_left: 1.2647242262739549 entropy_right : 0.5435644431995964 -> 52 150 +idx: 135 entropy_left: 1.2610161720734205 entropy_right : 0.35335933502142136 -> 52 150 +idx: 137 entropy_left: 1.2601109425506647 entropy_right : 0.39124356362925566 -> 52 150 +idx: 138 entropy_left: 1.2567949149026907 entropy_right : 0 -> 52 150 +cut: 5.5 index: 53 +start: 52 cut: 53 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2377158231343603 ent1= 0 ent2= 1.2046986815511866 +ig= 0.04530998527247143 delta= 4.544804765025203 N 98 term 0.11372160823686052 +idx: 58 entropy_left: 0 entropy_right : 1.2056112071736118 -> 53 150 +idx: 59 entropy_left: 0.6500224216483541 entropy_right : 1.167065448996099 -> 53 150 +idx: 61 entropy_left: 0.5435644431995964 entropy_right : 1.1653351793699953 -> 53 150 +idx: 62 entropy_left: 0.9864267287308424 entropy_right : 1.1687172769890006 -> 53 150 +idx: 68 entropy_left: 0.6998428398862386 entropy_right : 1.1573913563403753 -> 53 150 +idx: 69 entropy_left: 0.8683927290103626 entropy_right : 1.109500797247481 -> 53 150 +idx: 70 entropy_left: 0.8343470230852539 entropy_right : 1.105866621101474 -> 53 150 +idx: 71 entropy_left: 0.9864267287308424 entropy_right : 1.1104593064416028 -> 53 150 +idx: 72 entropy_left: 1.086987702339905 entropy_right : 1.0511407586429597 -> 53 150 +idx: 74 entropy_left: 1.0230370655328809 entropy_right : 1.041722068095403 -> 53 150 +idx: 75 entropy_left: 1.1180782093497093 entropy_right : 1.0462881865460743 -> 53 150 +idx: 76 entropy_left: 1.1863929342238186 entropy_right : 0.9568886656798212 -> 53 150 +idx: 77 entropy_left: 1.158222675578688 entropy_right : 0.9505668528932196 -> 53 150 +idx: 78 entropy_left: 1.224381457724494 entropy_right : 0.9544340029249649 -> 53 150 +idx: 79 entropy_left: 1.198183947911799 entropy_right : 0.9477073729342066 -> 53 150 +idx: 81 entropy_left: 1.287054028118727 entropy_right : 0.9557589912150009 -> 53 150 +idx: 83 entropy_left: 1.2419460322060458 entropy_right : 0.9411864371816835 -> 53 150 +idx: 84 entropy_left: 1.2738722345110536 entropy_right : 0.9456603046006402 -> 53 150 +idx: 87 entropy_left: 1.2141272693763827 entropy_right : 0.9182958340544896 -> 53 150 +idx: 88 entropy_left: 1.2423708743932154 entropy_right : 0.9235785996175947 -> 53 150 +idx: 89 entropy_left: 1.224394445405986 entropy_right : 0.9127341558073343 -> 53 150 +idx: 91 entropy_left: 1.2674438038072338 entropy_right : 0.9238422284571814 -> 53 150 +idx: 95 entropy_left: 1.2060026902433665 entropy_right : 0.8698926856041563 -> 53 150 +idx: 97 entropy_left: 1.2406705316766886 entropy_right : 0.8835850861052532 -> 53 150 +idx: 99 entropy_left: 1.214295263080721 entropy_right : 0.8478617451660526 -> 53 150 +idx: 101 entropy_left: 1.2410106928656977 entropy_right : 0.863120568566631 -> 53 150 +idx: 102 entropy_left: 1.2293413843029717 entropy_right : 0.8426578772022391 -> 53 150 +idx: 104 entropy_left: 1.2492864082069246 entropy_right : 0.8589810370425963 -> 53 150 +idx: 105 entropy_left: 1.2389012566026305 entropy_right : 0.8366407419411673 -> 53 150 +idx: 106 entropy_left: 1.2470361469923357 entropy_right : 0.8453509366224365 -> 53 150 +idx: 107 entropy_left: 1.237260201421159 entropy_right : 0.8203636429576732 -> 53 150 +idx: 109 entropy_left: 1.2506472668030133 entropy_right : 0.8390040613676977 -> 53 150 +idx: 110 entropy_left: 1.2419363412184317 entropy_right : 0.8112781244591328 -> 53 150 +idx: 113 entropy_left: 1.2555367253996503 entropy_right : 0.8418521897563207 -> 53 150 +idx: 114 entropy_left: 1.2482389571842902 entropy_right : 0.8112781244591328 -> 53 150 +idx: 117 entropy_left: 1.2559170259774697 entropy_right : 0.8453509366224365 -> 53 150 +idx: 118 entropy_left: 1.2498492777008952 entropy_right : 0.8112781244591328 -> 53 150 +idx: 120 entropy_left: 1.2526673604527443 entropy_right : 0.8366407419411673 -> 53 150 +idx: 122 entropy_left: 1.2418112963539676 entropy_right : 0.74959525725948 -> 53 150 +idx: 127 entropy_left: 1.2443013992660277 entropy_right : 0.828055725379504 -> 53 150 +idx: 130 entropy_left: 1.2322458629112465 entropy_right : 0.6098403047164004 -> 53 150 +idx: 132 entropy_left: 1.232472282457445 entropy_right : 0.6500224216483541 -> 53 150 +idx: 133 entropy_left: 1.228789740397119 entropy_right : 0.5225593745369408 -> 53 150 +idx: 134 entropy_left: 1.22871127017127 entropy_right : 0.5435644431995964 -> 53 150 +idx: 135 entropy_left: 1.2251826138221809 entropy_right : 0.35335933502142136 -> 53 150 +idx: 137 entropy_left: 1.2247083872970776 entropy_right : 0.39124356362925566 -> 53 150 +idx: 138 entropy_left: 1.2215701626281463 entropy_right : 0 -> 53 150 +cut: 5.5 index: 58 +start: 53 cut: 58 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2046986815511866 ent1= 0 ent2= 1.2056112071736118 +ig= 0.06123238196384362 delta= 4.646593766642 N 97 term 0.11578923986972327 +idx: 59 entropy_left: 0 entropy_right : 1.167065448996099 -> 58 150 +idx: 61 entropy_left: 0.9182958340544896 entropy_right : 1.1653351793699953 -> 58 150 +idx: 62 entropy_left: 1.5 entropy_right : 1.1687172769890006 -> 58 150 +idx: 68 entropy_left: 0.9219280948873623 entropy_right : 1.1573913563403753 -> 58 150 +idx: 69 entropy_left: 1.0957952550009338 entropy_right : 1.109500797247481 -> 58 150 +idx: 70 entropy_left: 1.0408520829727552 entropy_right : 1.105866621101474 -> 58 150 +idx: 71 entropy_left: 1.198183947911799 entropy_right : 1.1104593064416028 -> 58 150 +idx: 72 entropy_left: 1.287054028118727 entropy_right : 1.0511407586429597 -> 58 150 +idx: 74 entropy_left: 1.1994602933016414 entropy_right : 1.041722068095403 -> 58 150 +idx: 75 entropy_left: 1.289608558348151 entropy_right : 1.0462881865460743 -> 58 150 +idx: 76 entropy_left: 1.3472230399326601 entropy_right : 0.9568886656798212 -> 58 150 +idx: 77 entropy_left: 1.312430802347936 entropy_right : 0.9505668528932196 -> 58 150 +idx: 78 entropy_left: 1.3709505944546687 entropy_right : 0.9544340029249649 -> 58 150 +idx: 79 entropy_left: 1.3396642639295127 entropy_right : 0.9477073729342066 -> 58 150 +idx: 81 entropy_left: 1.4098449412673983 entropy_right : 0.9557589912150009 -> 58 150 +idx: 83 entropy_left: 1.359330832236536 entropy_right : 0.9411864371816835 -> 58 150 +idx: 84 entropy_left: 1.3829457416591304 entropy_right : 0.9456603046006402 -> 58 150 +idx: 87 entropy_left: 1.3162522199425772 entropy_right : 0.9182958340544896 -> 58 150 +idx: 88 entropy_left: 1.3382689280764646 entropy_right : 0.9235785996175947 -> 58 150 +idx: 89 entropy_left: 1.3183697698891939 entropy_right : 0.9127341558073343 -> 58 150 +idx: 91 entropy_left: 1.3495485525614308 entropy_right : 0.9238422284571814 -> 58 150 +idx: 95 entropy_left: 1.283474826759087 entropy_right : 0.8698926856041563 -> 58 150 +idx: 97 entropy_left: 1.309466962504167 entropy_right : 0.8835850861052532 -> 58 150 +idx: 99 entropy_left: 1.2815531082029132 entropy_right : 0.8478617451660526 -> 58 150 +idx: 101 entropy_left: 1.3006979255585032 entropy_right : 0.863120568566631 -> 58 150 +idx: 102 entropy_left: 1.288649764535596 entropy_right : 0.8426578772022391 -> 58 150 +idx: 104 entropy_left: 1.301574289281613 entropy_right : 0.8589810370425963 -> 58 150 +idx: 105 entropy_left: 1.2911428397964957 entropy_right : 0.8366407419411673 -> 58 150 +idx: 106 entropy_left: 1.2960285244780434 entropy_right : 0.8453509366224365 -> 58 150 +idx: 107 entropy_left: 1.286285229444419 entropy_right : 0.8203636429576732 -> 58 150 +idx: 109 entropy_left: 1.2936692523040243 entropy_right : 0.8390040613676977 -> 58 150 +idx: 110 entropy_left: 1.285207571715559 entropy_right : 0.8112781244591328 -> 58 150 +idx: 113 entropy_left: 1.2906516322752029 entropy_right : 0.8418521897563207 -> 58 150 +idx: 114 entropy_left: 1.2838868242312453 entropy_right : 0.8112781244591328 -> 58 150 +idx: 117 entropy_left: 1.284285038978389 entropy_right : 0.8453509366224365 -> 58 150 +idx: 118 entropy_left: 1.2789490895024977 entropy_right : 0.8112781244591328 -> 58 150 +idx: 120 entropy_left: 1.2773890816706368 entropy_right : 0.8366407419411673 -> 58 150 +idx: 122 entropy_left: 1.2680161172305842 entropy_right : 0.74959525725948 -> 58 150 +idx: 127 entropy_left: 1.261205530128474 entropy_right : 0.828055725379504 -> 58 150 +idx: 130 entropy_left: 1.2516291673878228 entropy_right : 0.6098403047164004 -> 58 150 +idx: 132 entropy_left: 1.2487636811095608 entropy_right : 0.6500224216483541 -> 58 150 +idx: 133 entropy_left: 1.2458385420854454 entropy_right : 0.5225593745369408 -> 58 150 +idx: 134 entropy_left: 1.2443133013206253 entropy_right : 0.5435644431995964 -> 58 150 +idx: 135 entropy_left: 1.2415118510334717 entropy_right : 0.35335933502142136 -> 58 150 +idx: 137 entropy_left: 1.238324798314731 entropy_right : 0.39124356362925566 -> 58 150 +idx: 138 entropy_left: 1.235922331588627 entropy_right : 0 -> 58 150 +cut: 5.55 index: 59 +start: 58 cut: 59 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2056112071736118 ent1= 0 ent2= 1.167065448996099 +ig= 0.051231252188340015 delta= 4.528218915242186 N 92 term 0.11995666908087914 +idx: 61 entropy_left: 0 entropy_right : 1.1653351793699953 -> 59 150 +idx: 62 entropy_left: 0.9182958340544896 entropy_right : 1.1687172769890006 -> 59 150 +idx: 68 entropy_left: 0.5032583347756457 entropy_right : 1.1573913563403753 -> 59 150 +idx: 69 entropy_left: 0.9219280948873623 entropy_right : 1.109500797247481 -> 59 150 +idx: 70 entropy_left: 0.8658566174572235 entropy_right : 1.105866621101474 -> 59 150 +idx: 71 entropy_left: 1.0408520829727552 entropy_right : 1.1104593064416028 -> 59 150 +idx: 72 entropy_left: 1.198183947911799 entropy_right : 1.0511407586429597 -> 59 150 +idx: 74 entropy_left: 1.103307408607834 entropy_right : 1.041722068095403 -> 59 150 +idx: 75 entropy_left: 1.1994602933016414 entropy_right : 1.0462881865460743 -> 59 150 +idx: 76 entropy_left: 1.289608558348151 entropy_right : 0.9568886656798212 -> 59 150 +idx: 77 entropy_left: 1.2516291673878228 entropy_right : 0.9505668528932196 -> 59 150 +idx: 78 entropy_left: 1.3124308023479359 entropy_right : 0.9544340029249649 -> 59 150 +idx: 79 entropy_left: 1.278897902987479 entropy_right : 0.9477073729342066 -> 59 150 +idx: 81 entropy_left: 1.3516871258043608 entropy_right : 0.9557589912150009 -> 59 150 +idx: 83 entropy_left: 1.2987949406953985 entropy_right : 0.9411864371816835 -> 59 150 +idx: 84 entropy_left: 1.3234669541469457 entropy_right : 0.9456603046006402 -> 59 150 +idx: 87 entropy_left: 1.2550327083958783 entropy_right : 0.9182958340544896 -> 59 150 +idx: 88 entropy_left: 1.2782038389853276 entropy_right : 0.9235785996175947 -> 59 150 +idx: 89 entropy_left: 1.258040253688799 entropy_right : 0.9127341558073343 -> 59 150 +idx: 91 entropy_left: 1.2911002747979619 entropy_right : 0.9238422284571814 -> 59 150 +idx: 95 entropy_left: 1.2250335169881907 entropy_right : 0.8698926856041563 -> 59 150 +idx: 97 entropy_left: 1.252760079229674 entropy_right : 0.8835850861052532 -> 59 150 +idx: 99 entropy_left: 1.2251570385077257 entropy_right : 0.8478617451660526 -> 59 150 +idx: 101 entropy_left: 1.2457873952707117 entropy_right : 0.863120568566631 -> 59 150 +idx: 102 entropy_left: 1.2339557062686486 entropy_right : 0.8426578772022391 -> 59 150 +idx: 104 entropy_left: 1.2481570924667444 entropy_right : 0.8589810370425963 -> 59 150 +idx: 105 entropy_left: 1.237978259087945 entropy_right : 0.8366407419411673 -> 59 150 +idx: 106 entropy_left: 1.2434459078088524 entropy_right : 0.8453509366224365 -> 59 150 +idx: 107 entropy_left: 1.2339688836163196 entropy_right : 0.8203636429576732 -> 59 150 +idx: 109 entropy_left: 1.2424272282706346 entropy_right : 0.8390040613676977 -> 59 150 +idx: 110 entropy_left: 1.2342496730246095 entropy_right : 0.8112781244591328 -> 59 150 +idx: 113 entropy_left: 1.2411128360359944 entropy_right : 0.8418521897563207 -> 59 150 +idx: 114 entropy_left: 1.2346487866075766 entropy_right : 0.8112781244591328 -> 59 150 +idx: 117 entropy_left: 1.2362911655622766 entropy_right : 0.8453509366224365 -> 59 150 +idx: 118 entropy_left: 1.2312637634546426 entropy_right : 0.8112781244591328 -> 59 150 +idx: 120 entropy_left: 1.2304597034223903 entropy_right : 0.8366407419411673 -> 59 150 +idx: 122 entropy_left: 1.221694907636328 entropy_right : 0.74959525725948 -> 59 150 +idx: 127 entropy_left: 1.216582055353392 entropy_right : 0.828055725379504 -> 59 150 +idx: 130 entropy_left: 1.2078853229682496 entropy_right : 0.6098403047164004 -> 59 150 +idx: 132 entropy_left: 1.2056338170088083 entropy_right : 0.6500224216483541 -> 59 150 +idx: 133 entropy_left: 1.2029885192377856 entropy_right : 0.5225593745369408 -> 59 150 +idx: 134 entropy_left: 1.2017577888491018 entropy_right : 0.5435644431995964 -> 59 150 +idx: 135 entropy_left: 1.1992296370476179 entropy_right : 0.35335933502142136 -> 59 150 +idx: 137 entropy_left: 1.1966085324354425 entropy_right : 0.39124356362925566 -> 59 150 +idx: 138 entropy_left: 1.1944725384801118 entropy_right : 0 -> 59 150 +cut: 5.6 index: 61 +start: 59 cut: 61 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.167065448996099 ent1= 0 ent2= 1.1653351793699953 +ig= 0.027342031810059675 delta= 4.638665380896414 N 91 term 0.12231338985962735 +idx: 62 entropy_left: 0 entropy_right : 1.1687172769890006 -> 61 150 +idx: 68 entropy_left: 0.5916727785823275 entropy_right : 1.1573913563403753 -> 61 150 +idx: 69 entropy_left: 1.061278124459133 entropy_right : 1.109500797247481 -> 61 150 +idx: 70 entropy_left: 0.9864267287308424 entropy_right : 1.105866621101474 -> 61 150 +idx: 71 entropy_left: 1.1567796494470395 entropy_right : 1.1104593064416028 -> 61 150 +idx: 72 entropy_left: 1.3092966682370037 entropy_right : 1.0511407586429597 -> 61 150 +idx: 74 entropy_left: 1.198183947911799 entropy_right : 1.041722068095403 -> 61 150 +idx: 75 entropy_left: 1.287054028118727 entropy_right : 1.0462881865460743 -> 61 150 +idx: 76 entropy_left: 1.3709505944546687 entropy_right : 0.9568886656798212 -> 61 150 +idx: 77 entropy_left: 1.3294340029249652 entropy_right : 0.9505668528932196 -> 61 150 +idx: 78 entropy_left: 1.383099991189334 entropy_right : 0.9544340029249649 -> 61 150 +idx: 79 entropy_left: 1.3472230399326601 entropy_right : 0.9477073729342066 -> 61 150 +idx: 81 entropy_left: 1.4060075793123286 entropy_right : 0.9557589912150009 -> 61 150 +idx: 83 entropy_left: 1.3516871258043608 entropy_right : 0.9411864371816835 -> 61 150 +idx: 84 entropy_left: 1.370862465083061 entropy_right : 0.9456603046006402 -> 61 150 +idx: 87 entropy_left: 1.3001946428885267 entropy_right : 0.9182958340544896 -> 61 150 +idx: 88 entropy_left: 1.3195212983796363 entropy_right : 0.9235785996175947 -> 61 150 +idx: 89 entropy_left: 1.2987207862212027 entropy_right : 0.9127341558073343 -> 61 150 +idx: 91 entropy_left: 1.3248560371987566 entropy_right : 0.9238422284571814 -> 61 150 +idx: 95 entropy_left: 1.2576735962682495 entropy_right : 0.8698926856041563 -> 61 150 +idx: 97 entropy_left: 1.280672129520887 entropy_right : 0.8835850861052532 -> 61 150 +idx: 99 entropy_left: 1.252760079229674 entropy_right : 0.8478617451660526 -> 61 150 +idx: 101 entropy_left: 1.269433559880332 entropy_right : 0.863120568566631 -> 61 150 +idx: 102 entropy_left: 1.2576262380747258 entropy_right : 0.8426578772022391 -> 61 150 +idx: 104 entropy_left: 1.2682650449469532 entropy_right : 0.8589810370425963 -> 61 150 +idx: 105 entropy_left: 1.2582658857615794 entropy_right : 0.8366407419411673 -> 61 150 +idx: 106 entropy_left: 1.2621161952677336 entropy_right : 0.8453509366224365 -> 61 150 +idx: 107 entropy_left: 1.2528404674681515 entropy_right : 0.8203636429576732 -> 61 150 +idx: 109 entropy_left: 1.2583595230282398 entropy_right : 0.8390040613676977 -> 61 150 +idx: 110 entropy_left: 1.2504757050130606 entropy_right : 0.8112781244591328 -> 61 150 +idx: 113 entropy_left: 1.2534330706295986 entropy_right : 0.8418521897563207 -> 61 150 +idx: 114 entropy_left: 1.2473860973972197 entropy_right : 0.8112781244591328 -> 61 150 +idx: 117 entropy_left: 1.2456186709121666 entropy_right : 0.8453509366224365 -> 61 150 +idx: 118 entropy_left: 1.2410875386343703 entropy_right : 0.8112781244591328 -> 61 150 +idx: 120 entropy_left: 1.2382651015774901 entropy_right : 0.8366407419411673 -> 61 150 +idx: 122 entropy_left: 1.2304597034223903 entropy_right : 0.74959525725948 -> 61 150 +idx: 127 entropy_left: 1.2211369508106262 entropy_right : 0.828055725379504 -> 61 150 +idx: 130 entropy_left: 1.213906716130705 entropy_right : 0.6098403047164004 -> 61 150 +idx: 132 entropy_left: 1.2102772503893786 entropy_right : 0.6500224216483541 -> 61 150 +idx: 133 entropy_left: 1.2080704223069119 entropy_right : 0.5225593745369408 -> 61 150 +idx: 134 entropy_left: 1.206198549451098 entropy_right : 0.5435644431995964 -> 61 150 +idx: 135 entropy_left: 1.2040872420186723 entropy_right : 0.35335933502142136 -> 61 150 +idx: 137 entropy_left: 1.2002701176230874 entropy_right : 0.39124356362925566 -> 61 150 +idx: 138 entropy_left: 1.198547104867554 entropy_right : 0 -> 61 150 +cut: 5.6 index: 62 +start: 61 cut: 62 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1653351793699953 ent1= 0 ent2= 1.1687172769890006 +ig= 0.009749557178623913 delta= 4.65400248263174 N 89 term 0.1248700460816746 +idx: 68 entropy_left: 0 entropy_right : 1.1573913563403753 -> 62 150 +idx: 69 entropy_left: 0.5916727785823275 entropy_right : 1.109500797247481 -> 62 150 +idx: 70 entropy_left: 0.5435644431995964 entropy_right : 1.105866621101474 -> 62 150 +idx: 71 entropy_left: 0.9864267287308424 entropy_right : 1.1104593064416028 -> 62 150 +idx: 72 entropy_left: 1.1567796494470395 entropy_right : 1.0511407586429597 -> 62 150 +idx: 74 entropy_left: 1.0408520829727552 entropy_right : 1.041722068095403 -> 62 150 +idx: 75 entropy_left: 1.198183947911799 entropy_right : 1.0462881865460743 -> 62 150 +idx: 76 entropy_left: 1.287054028118727 entropy_right : 0.9568886656798212 -> 62 150 +idx: 77 entropy_left: 1.2419460322060458 entropy_right : 0.9505668528932196 -> 62 150 +idx: 78 entropy_left: 1.3294340029249652 entropy_right : 0.9544340029249649 -> 62 150 +idx: 79 entropy_left: 1.289608558348151 entropy_right : 0.9477073729342066 -> 62 150 +idx: 81 entropy_left: 1.383807735464083 entropy_right : 0.9557589912150009 -> 62 150 +idx: 83 entropy_left: 1.322305788853309 entropy_right : 0.9411864371816835 -> 62 150 +idx: 84 entropy_left: 1.3516871258043608 entropy_right : 0.9456603046006402 -> 62 150 +idx: 87 entropy_left: 1.2732696895151085 entropy_right : 0.9182958340544896 -> 62 150 +idx: 88 entropy_left: 1.3001946428885267 entropy_right : 0.9235785996175947 -> 62 150 +idx: 89 entropy_left: 1.2773600852070808 entropy_right : 0.9127341558073343 -> 62 150 +idx: 91 entropy_left: 1.3141506221482602 entropy_right : 0.9238422284571814 -> 62 150 +idx: 95 entropy_left: 1.2406705316766886 entropy_right : 0.8698926856041563 -> 62 150 +idx: 97 entropy_left: 1.2707886973584608 entropy_right : 0.8835850861052532 -> 62 150 +idx: 99 entropy_left: 1.2405193035617867 entropy_right : 0.8478617451660526 -> 62 150 +idx: 101 entropy_left: 1.2622604540594544 entropy_right : 0.863120568566631 -> 62 150 +idx: 102 entropy_left: 1.249435498504727 entropy_right : 0.8426578772022391 -> 62 150 +idx: 104 entropy_left: 1.2638091738835462 entropy_right : 0.8589810370425963 -> 62 150 +idx: 105 entropy_left: 1.2529007737565314 entropy_right : 0.8366407419411673 -> 62 150 +idx: 106 entropy_left: 1.2582658857615794 entropy_right : 0.8453509366224365 -> 62 150 +idx: 107 entropy_left: 1.2481570924667444 entropy_right : 0.8203636429576732 -> 62 150 +idx: 109 entropy_left: 1.2561852304054355 entropy_right : 0.8390040613676977 -> 62 150 +idx: 110 entropy_left: 1.2475562489182657 entropy_right : 0.8112781244591328 -> 62 150 +idx: 113 entropy_left: 1.2532975784630431 entropy_right : 0.8418521897563207 -> 62 150 +idx: 114 entropy_left: 1.2466033489462778 entropy_right : 0.8112781244591328 -> 62 150 +idx: 117 entropy_left: 1.2468156164867663 entropy_right : 0.8453509366224365 -> 62 150 +idx: 118 entropy_left: 1.2417221295902683 entropy_right : 0.8112781244591328 -> 62 150 +idx: 120 entropy_left: 1.2399160118080643 entropy_right : 0.8366407419411673 -> 62 150 +idx: 122 entropy_left: 1.2311171656781021 entropy_right : 0.74959525725948 -> 62 150 +idx: 127 entropy_left: 1.223674601549228 entropy_right : 0.828055725379504 -> 62 150 +idx: 130 entropy_left: 1.2152759335052197 entropy_right : 0.6098403047164004 -> 62 150 +idx: 132 entropy_left: 1.212231159180624 entropy_right : 0.6500224216483541 -> 62 150 +idx: 133 entropy_left: 1.2096795274755798 entropy_right : 0.5225593745369408 -> 62 150 +idx: 134 entropy_left: 1.2080704223069119 entropy_right : 0.5435644431995964 -> 62 150 +idx: 135 entropy_left: 1.2056338170088083 entropy_right : 0.35335933502142136 -> 62 150 +idx: 137 entropy_left: 1.2022921890824148 entropy_right : 0.39124356362925566 -> 62 150 +idx: 138 entropy_left: 1.2002701176230874 entropy_right : 0 -> 62 150 +cut: 5.7 index: 68 +start: 62 cut: 68 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1687172769890006 ent1= 0 ent2= 1.1573913563403753 +ig= 0.09023896767183293 delta= 4.609878427828848 N 88 term 0.12560024913269974 +idx: 69 entropy_left: 0 entropy_right : 1.109500797247481 -> 68 150 +idx: 70 entropy_left: 1.0 entropy_right : 1.105866621101474 -> 68 150 +idx: 71 entropy_left: 1.584962500721156 entropy_right : 1.1104593064416028 -> 68 150 +idx: 72 entropy_left: 1.5 entropy_right : 1.0511407586429597 -> 68 150 +idx: 74 entropy_left: 1.4591479170272448 entropy_right : 1.041722068095403 -> 68 150 +idx: 75 entropy_left: 1.5566567074628228 entropy_right : 1.0462881865460743 -> 68 150 +idx: 76 entropy_left: 1.5612781244591327 entropy_right : 0.9568886656798212 -> 68 150 +idx: 77 entropy_left: 1.5304930567574824 entropy_right : 0.9505668528932196 -> 68 150 +idx: 78 entropy_left: 1.5709505944546684 entropy_right : 0.9544340029249649 -> 68 150 +idx: 79 entropy_left: 1.5394847569315018 entropy_right : 0.9477073729342066 -> 68 150 +idx: 81 entropy_left: 1.5485806065228545 entropy_right : 0.9557589912150009 -> 68 150 +idx: 83 entropy_left: 1.5058231002082845 entropy_right : 0.9411864371816835 -> 68 150 +idx: 84 entropy_left: 1.5052408149441479 entropy_right : 0.9456603046006402 -> 68 150 +idx: 87 entropy_left: 1.432983121056005 entropy_right : 0.9182958340544896 -> 68 150 +idx: 88 entropy_left: 1.4406454496153462 entropy_right : 0.9235785996175947 -> 68 150 +idx: 89 entropy_left: 1.4180260055608096 entropy_right : 0.9127341558073343 -> 68 150 +idx: 91 entropy_left: 1.4219115073546411 entropy_right : 0.9238422284571814 -> 68 150 +idx: 95 entropy_left: 1.3516441151533924 entropy_right : 0.8698926856041563 -> 68 150 +idx: 97 entropy_left: 1.3610156764620025 entropy_right : 0.8835850861052532 -> 68 150 +idx: 99 entropy_left: 1.3317607101149556 entropy_right : 0.8478617451660526 -> 68 150 +idx: 101 entropy_left: 1.336894963623501 entropy_right : 0.863120568566631 -> 68 150 +idx: 102 entropy_left: 1.3251318452515368 entropy_right : 0.8426578772022391 -> 68 150 +idx: 104 entropy_left: 1.3250112108241772 entropy_right : 0.8589810370425963 -> 68 150 +idx: 105 entropy_left: 1.315700144231129 entropy_right : 0.8366407419411673 -> 68 150 +idx: 106 entropy_left: 1.3146246119280174 entropy_right : 0.8453509366224365 -> 68 150 +idx: 107 entropy_left: 1.3060830034799225 entropy_right : 0.8203636429576732 -> 68 150 +idx: 109 entropy_left: 1.3026227503285146 entropy_right : 0.8390040613676977 -> 68 150 +idx: 110 entropy_left: 1.2958363892911637 entropy_right : 0.8112781244591328 -> 68 150 +idx: 113 entropy_left: 1.2866926683547546 entropy_right : 0.8418521897563207 -> 68 150 +idx: 114 entropy_left: 1.2822348040887959 entropy_right : 0.8112781244591328 -> 68 150 +idx: 117 entropy_left: 1.2697816169827234 entropy_right : 0.8453509366224365 -> 68 150 +idx: 118 entropy_left: 1.2671379395990745 entropy_right : 0.8112781244591328 -> 68 150 +idx: 120 entropy_left: 1.2579734650037238 entropy_right : 0.8366407419411673 -> 68 150 +idx: 122 entropy_left: 1.2537259296042096 entropy_right : 0.74959525725948 -> 68 150 +idx: 127 entropy_left: 1.2312637634546426 entropy_right : 0.828055725379504 -> 68 150 +idx: 130 entropy_left: 1.22934290810027 entropy_right : 0.6098403047164004 -> 68 150 +idx: 132 entropy_left: 1.2214713865842914 entropy_right : 0.6500224216483541 -> 68 150 +idx: 133 entropy_left: 1.2208087007255004 entropy_right : 0.5225593745369408 -> 68 150 +idx: 134 entropy_left: 1.2169687714285353 entropy_right : 0.5435644431995964 -> 68 150 +idx: 135 entropy_left: 1.216307966981197 entropy_right : 0.35335933502142136 -> 68 150 +idx: 137 entropy_left: 1.2088301752949477 entropy_right : 0.39124356362925566 -> 68 150 +idx: 138 entropy_left: 1.208536257286683 entropy_right : 0 -> 68 150 +cut: 5.7 index: 69 +start: 68 cut: 69 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1573913563403753 ent1= 0 ent2= 1.109500797247481 +ig= 0.061421056620302616 delta= 4.500184512496042 N 82 term 0.13219554287049595 +idx: 70 entropy_left: 0 entropy_right : 1.105866621101474 -> 69 150 +idx: 71 entropy_left: 1.0 entropy_right : 1.1104593064416028 -> 69 150 +idx: 72 entropy_left: 1.584962500721156 entropy_right : 1.0511407586429597 -> 69 150 +idx: 74 entropy_left: 1.3709505944546687 entropy_right : 1.041722068095403 -> 69 150 +idx: 75 entropy_left: 1.4591479170272446 entropy_right : 1.0462881865460743 -> 69 150 +idx: 76 entropy_left: 1.5566567074628228 entropy_right : 0.9568886656798212 -> 69 150 +idx: 77 entropy_left: 1.5 entropy_right : 0.9505668528932196 -> 69 150 +idx: 78 entropy_left: 1.5304930567574826 entropy_right : 0.9544340029249649 -> 69 150 +idx: 79 entropy_left: 1.4854752972273344 entropy_right : 0.9477073729342066 -> 69 150 +idx: 81 entropy_left: 1.4833557549816874 entropy_right : 0.9557589912150009 -> 69 150 +idx: 83 entropy_left: 1.4315602842833155 entropy_right : 0.9411864371816835 -> 69 150 +idx: 84 entropy_left: 1.4294732983598406 entropy_right : 0.9456603046006402 -> 69 150 +idx: 87 entropy_left: 1.3516441151533924 entropy_right : 0.9182958340544896 -> 69 150 +idx: 88 entropy_left: 1.3599924922184878 entropy_right : 0.9235785996175947 -> 69 150 +idx: 89 entropy_left: 1.3366664819166876 entropy_right : 0.9127341558073343 -> 69 150 +idx: 91 entropy_left: 1.342019217819521 entropy_right : 0.9238422284571814 -> 69 150 +idx: 95 entropy_left: 1.2722595663292235 entropy_right : 0.8698926856041563 -> 69 150 +idx: 97 entropy_left: 1.2838868242312453 entropy_right : 0.8835850861052532 -> 69 150 +idx: 99 entropy_left: 1.2555367253996503 entropy_right : 0.8478617451660526 -> 69 150 +idx: 101 entropy_left: 1.2627317300909384 entropy_right : 0.863120568566631 -> 69 150 +idx: 102 entropy_left: 1.251534532637368 entropy_right : 0.8426578772022391 -> 69 150 +idx: 104 entropy_left: 1.2532256180852694 entropy_right : 0.8589810370425963 -> 69 150 +idx: 105 entropy_left: 1.2445366211768707 entropy_right : 0.8366407419411673 -> 69 150 +idx: 106 entropy_left: 1.2443013992660277 entropy_right : 0.8453509366224365 -> 69 150 +idx: 107 entropy_left: 1.2363864108712896 entropy_right : 0.8203636429576732 -> 69 150 +idx: 109 entropy_left: 1.2344977967946407 entropy_right : 0.8390040613676977 -> 69 150 +idx: 110 entropy_left: 1.2283491776835573 entropy_right : 0.8112781244591328 -> 69 150 +idx: 113 entropy_left: 1.2213104423484806 entropy_right : 0.8418521897563207 -> 69 150 +idx: 114 entropy_left: 1.2174939521435744 entropy_right : 0.8112781244591328 -> 69 150 +idx: 117 entropy_left: 1.206908425151817 entropy_right : 0.8453509366224365 -> 69 150 +idx: 118 entropy_left: 1.2048930072454316 entropy_right : 0.8112781244591328 -> 69 150 +idx: 120 entropy_left: 1.1968693094032665 entropy_right : 0.8366407419411673 -> 69 150 +idx: 122 entropy_left: 1.193810314637982 entropy_right : 0.74959525725948 -> 69 150 +idx: 127 entropy_left: 1.1739035750178954 entropy_right : 0.828055725379504 -> 69 150 +idx: 130 entropy_left: 1.1735894123234432 entropy_right : 0.6098403047164004 -> 69 150 +idx: 132 entropy_left: 1.1666300226040138 entropy_right : 0.6500224216483541 -> 69 150 +idx: 133 entropy_left: 1.1664616437886164 entropy_right : 0.5225593745369408 -> 69 150 +idx: 134 entropy_left: 1.16305726747136 entropy_right : 0.5435644431995964 -> 69 150 +idx: 135 entropy_left: 1.1628720819225884 entropy_right : 0.35335933502142136 -> 69 150 +idx: 137 entropy_left: 1.1562272836006513 entropy_right : 0.39124356362925566 -> 69 150 +idx: 138 entropy_left: 1.1563884325185114 entropy_right : 0 -> 69 150 +cut: 5.7 index: 70 +start: 69 cut: 70 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.109500797247481 ent1= 0 ent2= 1.105866621101474 +ig= 0.017286850480593197 delta= 4.632953661336703 N 81 term 0.135245453780544 +idx: 71 entropy_left: 0 entropy_right : 1.1104593064416028 -> 70 150 +idx: 72 entropy_left: 1.0 entropy_right : 1.0511407586429597 -> 70 150 +idx: 74 entropy_left: 1.5 entropy_right : 1.041722068095403 -> 70 150 +idx: 75 entropy_left: 1.5219280948873621 entropy_right : 1.0462881865460743 -> 70 150 +idx: 76 entropy_left: 1.584962500721156 entropy_right : 0.9568886656798212 -> 70 150 +idx: 77 entropy_left: 1.5566567074628228 entropy_right : 0.9505668528932196 -> 70 150 +idx: 78 entropy_left: 1.5612781244591325 entropy_right : 0.9544340029249649 -> 70 150 +idx: 79 entropy_left: 1.5304930567574826 entropy_right : 0.9477073729342066 -> 70 150 +idx: 81 entropy_left: 1.4949188482339508 entropy_right : 0.9557589912150009 -> 70 150 +idx: 83 entropy_left: 1.4604846813131114 entropy_right : 0.9411864371816835 -> 70 150 +idx: 84 entropy_left: 1.4488156357251847 entropy_right : 0.9456603046006402 -> 70 150 +idx: 87 entropy_left: 1.3792804872910602 entropy_right : 0.9182958340544896 -> 70 150 +idx: 88 entropy_left: 1.3821022532543101 entropy_right : 0.9235785996175947 -> 70 150 +idx: 89 entropy_left: 1.3599924922184878 entropy_right : 0.9127341558073343 -> 70 150 +idx: 91 entropy_left: 1.3566695198333112 entropy_right : 0.9238422284571814 -> 70 150 +idx: 95 entropy_left: 1.290564432903234 entropy_right : 0.8698926856041563 -> 70 150 +idx: 97 entropy_left: 1.2972313275776637 entropy_right : 0.8835850861052532 -> 70 150 +idx: 99 entropy_left: 1.2699207259892868 entropy_right : 0.8478617451660526 -> 70 150 +idx: 101 entropy_left: 1.2733667511664173 entropy_right : 0.863120568566631 -> 70 150 +idx: 102 entropy_left: 1.2627317300909384 entropy_right : 0.8426578772022391 -> 70 150 +idx: 104 entropy_left: 1.2612796872684706 entropy_right : 0.8589810370425963 -> 70 150 +idx: 105 entropy_left: 1.2532256180852694 entropy_right : 0.8366407419411673 -> 70 150 +idx: 106 entropy_left: 1.2516291673878228 entropy_right : 0.8453509366224365 -> 70 150 +idx: 107 entropy_left: 1.2443013992660277 entropy_right : 0.8203636429576732 -> 70 150 +idx: 109 entropy_left: 1.2400362501086653 entropy_right : 0.8390040613676977 -> 70 150 +idx: 110 entropy_left: 1.2344977967946407 entropy_right : 0.8112781244591328 -> 70 150 +idx: 113 entropy_left: 1.2244687599090465 entropy_right : 0.8418521897563207 -> 70 150 +idx: 114 entropy_left: 1.2213104423484806 entropy_right : 0.8112781244591328 -> 70 150 +idx: 117 entropy_left: 1.2082534070890902 entropy_right : 0.8453509366224365 -> 70 150 +idx: 118 entropy_left: 1.206908425151817 entropy_right : 0.8112781244591328 -> 70 150 +idx: 120 entropy_left: 1.1974776241409462 entropy_right : 0.8366407419411673 -> 70 150 +idx: 122 entropy_left: 1.1956217818146277 entropy_right : 0.74959525725948 -> 70 150 +idx: 127 entropy_left: 1.172904301194551 entropy_right : 0.828055725379504 -> 70 150 +idx: 130 entropy_left: 1.174189792601739 entropy_right : 0.6098403047164004 -> 70 150 +idx: 132 entropy_left: 1.1663419797861878 entropy_right : 0.6500224216483541 -> 70 150 +idx: 133 entropy_left: 1.1666300226040138 entropy_right : 0.5225593745369408 -> 70 150 +idx: 134 entropy_left: 1.1628175871855553 entropy_right : 0.5435644431995964 -> 70 150 +idx: 135 entropy_left: 1.16305726747136 entropy_right : 0.35335933502142136 -> 70 150 +idx: 137 entropy_left: 1.1556601022395212 entropy_right : 0.39124356362925566 -> 70 150 +idx: 138 entropy_left: 1.1562272836006513 entropy_right : 0 -> 70 150 +cut: 5.7 index: 71 +start: 70 cut: 71 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.105866621101474 ent1= 0 ent2= 1.1104593064416028 +ig= 0.009288055990391175 delta= 4.65763424579511 N 80 term 0.13701768742465267 +idx: 72 entropy_left: 0 entropy_right : 1.0511407586429597 -> 71 150 +idx: 74 entropy_left: 0.9182958340544896 entropy_right : 1.041722068095403 -> 71 150 +idx: 75 entropy_left: 1.5 entropy_right : 1.0462881865460743 -> 71 150 +idx: 76 entropy_left: 1.5219280948873621 entropy_right : 0.9568886656798212 -> 71 150 +idx: 77 entropy_left: 1.4591479170272448 entropy_right : 0.9505668528932196 -> 71 150 +idx: 78 entropy_left: 1.5566567074628228 entropy_right : 0.9544340029249649 -> 71 150 +idx: 79 entropy_left: 1.5 entropy_right : 0.9477073729342066 -> 71 150 +idx: 81 entropy_left: 1.5219280948873621 entropy_right : 0.9557589912150009 -> 71 150 +idx: 83 entropy_left: 1.4591479170272446 entropy_right : 0.9411864371816835 -> 71 150 +idx: 84 entropy_left: 1.4604846813131114 entropy_right : 0.9456603046006402 -> 71 150 +idx: 87 entropy_left: 1.3663146570363986 entropy_right : 0.9182958340544896 -> 71 150 +idx: 88 entropy_left: 1.3792804872910602 entropy_right : 0.9235785996175947 -> 71 150 +idx: 89 entropy_left: 1.3516441151533924 entropy_right : 0.9127341558073343 -> 71 150 +idx: 91 entropy_left: 1.360964047443681 entropy_right : 0.9238422284571814 -> 71 150 +idx: 95 entropy_left: 1.280672129520887 entropy_right : 0.8698926856041563 -> 71 150 +idx: 97 entropy_left: 1.2957378005380122 entropy_right : 0.8835850861052532 -> 71 150 +idx: 99 entropy_left: 1.2638091738835462 entropy_right : 0.8478617451660526 -> 71 150 +idx: 101 entropy_left: 1.272905595320056 entropy_right : 0.863120568566631 -> 71 150 +idx: 102 entropy_left: 1.2604408810349512 entropy_right : 0.8426578772022391 -> 71 150 +idx: 104 entropy_left: 1.2628839008717194 entropy_right : 0.8589810370425963 -> 71 150 +idx: 105 entropy_left: 1.2532975784630431 entropy_right : 0.8366407419411673 -> 71 150 +idx: 106 entropy_left: 1.2532256180852694 entropy_right : 0.8453509366224365 -> 71 150 +idx: 107 entropy_left: 1.2445366211768707 entropy_right : 0.8203636429576732 -> 71 150 +idx: 109 entropy_left: 1.2427303803729566 entropy_right : 0.8390040613676977 -> 71 150 +idx: 110 entropy_left: 1.236032213759607 entropy_right : 0.8112781244591328 -> 71 150 +idx: 113 entropy_left: 1.2285763800288914 entropy_right : 0.8418521897563207 -> 71 150 +idx: 114 entropy_left: 1.2244687599090465 entropy_right : 0.8112781244591328 -> 71 150 +idx: 117 entropy_left: 1.2131143284990724 entropy_right : 0.8453509366224365 -> 71 150 +idx: 118 entropy_left: 1.2109841580748322 entropy_right : 0.8112781244591328 -> 71 150 +idx: 120 entropy_left: 1.2023853470868684 entropy_right : 0.8366407419411673 -> 71 150 +idx: 122 entropy_left: 1.1991801505660864 entropy_right : 0.74959525725948 -> 71 150 +idx: 127 entropy_left: 1.1779653169582593 entropy_right : 0.828055725379504 -> 71 150 +idx: 130 entropy_left: 1.1777501607742278 entropy_right : 0.6098403047164004 -> 71 150 +idx: 132 entropy_left: 1.170377295621679 entropy_right : 0.6500224216483541 -> 71 150 +idx: 133 entropy_left: 1.1702295713931186 entropy_right : 0.5225593745369408 -> 71 150 +idx: 134 entropy_left: 1.1666300226040138 entropy_right : 0.5435644431995964 -> 71 150 +idx: 135 entropy_left: 1.1664616437886164 entropy_right : 0.35335933502142136 -> 71 150 +idx: 137 entropy_left: 1.1594493549376441 entropy_right : 0.39124356362925566 -> 71 150 +idx: 138 entropy_left: 1.159647049243901 entropy_right : 0 -> 71 150 +cut: 5.7 index: 72 +start: 71 cut: 72 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1104593064416028 ent1= 0 ent2= 1.0511407586429597 +ig= 0.07262412702197163 delta= 4.465900546378795 N 79 term 0.1360924400663423 +idx: 74 entropy_left: 0 entropy_right : 1.041722068095403 -> 72 150 +idx: 75 entropy_left: 0.9182958340544896 entropy_right : 1.0462881865460743 -> 72 150 +idx: 76 entropy_left: 1.5 entropy_right : 0.9568886656798212 -> 72 150 +idx: 77 entropy_left: 1.3709505944546687 entropy_right : 0.9505668528932196 -> 72 150 +idx: 78 entropy_left: 1.4591479170272446 entropy_right : 0.9544340029249649 -> 72 150 +idx: 79 entropy_left: 1.3787834934861758 entropy_right : 0.9477073729342066 -> 72 150 +idx: 81 entropy_left: 1.3921472236645345 entropy_right : 0.9557589912150009 -> 72 150 +idx: 83 entropy_left: 1.3221793455166668 entropy_right : 0.9411864371816835 -> 72 150 +idx: 84 entropy_left: 1.3250112108241772 entropy_right : 0.9456603046006402 -> 72 150 +idx: 87 entropy_left: 1.2309595631140104 entropy_right : 0.9182958340544896 -> 72 150 +idx: 88 entropy_left: 1.2475562489182657 entropy_right : 0.9235785996175947 -> 72 150 +idx: 89 entropy_left: 1.2210477851797181 entropy_right : 0.9127341558073343 -> 72 150 +idx: 91 entropy_left: 1.2363864108712896 entropy_right : 0.9238422284571814 -> 72 150 +idx: 95 entropy_left: 1.1625633078480364 entropy_right : 0.8698926856041563 -> 72 150 +idx: 97 entropy_left: 1.1829661954675212 entropy_right : 0.8835850861052532 -> 72 150 +idx: 99 entropy_left: 1.154173392945927 entropy_right : 0.8478617451660526 -> 72 150 +idx: 101 entropy_left: 1.1676516844843352 entropy_right : 0.863120568566631 -> 72 150 +idx: 102 entropy_left: 1.1566766519448637 entropy_right : 0.8426578772022391 -> 72 150 +idx: 104 entropy_left: 1.1628175871855553 entropy_right : 0.8589810370425963 -> 72 150 +idx: 105 entropy_left: 1.154648091032148 entropy_right : 0.8366407419411673 -> 72 150 +idx: 106 entropy_left: 1.1562272836006513 entropy_right : 0.8453509366224365 -> 72 150 +idx: 107 entropy_left: 1.148883540100512 entropy_right : 0.8203636429576732 -> 72 150 +idx: 109 entropy_left: 1.1500617154483042 entropy_right : 0.8390040613676977 -> 72 150 +idx: 110 entropy_left: 1.14462671873298 entropy_right : 0.8112781244591328 -> 72 150 +idx: 113 entropy_left: 1.1410367900938279 entropy_right : 0.8418521897563207 -> 72 150 +idx: 114 entropy_left: 1.1380977138239694 entropy_right : 0.8112781244591328 -> 72 150 +idx: 117 entropy_left: 1.1300621881593356 entropy_right : 0.8453509366224365 -> 72 150 +idx: 118 entropy_left: 1.1290093343324077 entropy_right : 0.8112781244591328 -> 72 150 +idx: 120 entropy_left: 1.1223812433380593 entropy_right : 0.8366407419411673 -> 72 150 +idx: 122 entropy_left: 1.1211460945412073 entropy_right : 0.74959525725948 -> 72 150 +idx: 127 entropy_left: 1.104163024696236 entropy_right : 0.828055725379504 -> 72 150 +idx: 130 entropy_left: 1.106452022253965 entropy_right : 0.6098403047164004 -> 72 150 +idx: 132 entropy_left: 1.1005245529682912 entropy_right : 0.6500224216483541 -> 72 150 +idx: 133 entropy_left: 1.1011317995692322 entropy_right : 0.5225593745369408 -> 72 150 +idx: 134 entropy_left: 1.0982133465732966 entropy_right : 0.5435644431995964 -> 72 150 +idx: 135 entropy_left: 1.0987647679835901 entropy_right : 0.35335933502142136 -> 72 150 +idx: 137 entropy_left: 1.093039283001171 entropy_right : 0.39124356362925566 -> 72 150 +idx: 138 entropy_left: 1.093914976004978 entropy_right : 0 -> 72 150 +cut: 5.8 index: 74 +start: 72 cut: 74 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.0511407586429597 ent1= 0 ent2= 1.041722068095403 +ig= 0.03612951280641341 delta= 4.615600118132054 N 78 term 0.13951777767726867 +idx: 75 entropy_left: 0 entropy_right : 1.0462881865460743 -> 74 150 +idx: 76 entropy_left: 1.0 entropy_right : 0.9568886656798212 -> 74 150 +idx: 77 entropy_left: 1.584962500721156 entropy_right : 0.9505668528932196 -> 74 150 +idx: 78 entropy_left: 1.5 entropy_right : 0.9544340029249649 -> 74 150 +idx: 79 entropy_left: 1.5219280948873621 entropy_right : 0.9477073729342066 -> 74 150 +idx: 81 entropy_left: 1.3787834934861756 entropy_right : 0.9557589912150009 -> 74 150 +idx: 83 entropy_left: 1.3921472236645345 entropy_right : 0.9411864371816835 -> 74 150 +idx: 84 entropy_left: 1.360964047443681 entropy_right : 0.9456603046006402 -> 74 150 +idx: 87 entropy_left: 1.2957378005380122 entropy_right : 0.9182958340544896 -> 74 150 +idx: 88 entropy_left: 1.2958363892911637 entropy_right : 0.9235785996175947 -> 74 150 +idx: 89 entropy_left: 1.272905595320056 entropy_right : 0.9127341558073343 -> 74 150 +idx: 91 entropy_left: 1.2639334294856335 entropy_right : 0.9238422284571814 -> 74 150 +idx: 95 entropy_left: 1.2009102795095283 entropy_right : 0.8698926856041563 -> 74 150 +idx: 97 entropy_left: 1.2088301752949477 entropy_right : 0.8835850861052532 -> 74 150 +idx: 99 entropy_left: 1.1829661954675212 entropy_right : 0.8478617451660526 -> 74 150 +idx: 101 entropy_left: 1.1873868015167897 entropy_right : 0.863120568566631 -> 74 150 +idx: 102 entropy_left: 1.1779653169582593 entropy_right : 0.8426578772022391 -> 74 150 +idx: 104 entropy_left: 1.1766796675107107 entropy_right : 0.8589810370425963 -> 74 150 +idx: 105 entropy_left: 1.1702295713931186 entropy_right : 0.8366407419411673 -> 74 150 +idx: 106 entropy_left: 1.168645033308507 entropy_right : 0.8453509366224365 -> 74 150 +idx: 107 entropy_left: 1.1628720819225884 entropy_right : 0.8203636429576732 -> 74 150 +idx: 109 entropy_left: 1.1586048283017796 entropy_right : 0.8390040613676977 -> 74 150 +idx: 110 entropy_left: 1.1547717145751626 entropy_right : 0.8112781244591328 -> 74 150 +idx: 113 entropy_left: 1.1444480669722774 entropy_right : 0.8418521897563207 -> 74 150 +idx: 114 entropy_left: 1.143198478557978 entropy_right : 0.8112781244591328 -> 74 150 +idx: 117 entropy_left: 1.1296938769174603 entropy_right : 0.8453509366224365 -> 74 150 +idx: 118 entropy_left: 1.1303296439314212 entropy_right : 0.8112781244591328 -> 74 150 +idx: 120 entropy_left: 1.1206278986197225 entropy_right : 0.8366407419411673 -> 74 150 +idx: 122 entropy_left: 1.1223812433380593 entropy_right : 0.74959525725948 -> 74 150 +idx: 127 entropy_left: 1.0993503889353484 entropy_right : 0.828055725379504 -> 74 150 +idx: 130 entropy_left: 1.1055134468321814 entropy_right : 0.6098403047164004 -> 74 150 +idx: 132 entropy_left: 1.097698154707432 entropy_right : 0.6500224216483541 -> 74 150 +idx: 133 entropy_left: 1.0993984278081397 entropy_right : 0.5225593745369408 -> 74 150 +idx: 134 entropy_left: 1.0956166187668959 entropy_right : 0.5435644431995964 -> 74 150 +idx: 135 entropy_left: 1.0971804769523517 entropy_right : 0.35335933502142136 -> 74 150 +idx: 137 entropy_left: 1.0898693179207501 entropy_right : 0.39124356362925566 -> 74 150 +idx: 138 entropy_left: 1.0917055717080197 entropy_right : 0 -> 74 150 +cut: 5.8 index: 75 +start: 74 cut: 75 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.041722068095403 ent1= 0 ent2= 1.0462881865460743 +ig= 0.00920083137230332 delta= 4.657554545126739 N 76 term 0.1432417531002976 +idx: 76 entropy_left: 0 entropy_right : 0.9568886656798212 -> 75 150 +idx: 77 entropy_left: 1.0 entropy_right : 0.9505668528932196 -> 75 150 +idx: 78 entropy_left: 1.584962500721156 entropy_right : 0.9544340029249649 -> 75 150 +idx: 79 entropy_left: 1.5 entropy_right : 0.9477073729342066 -> 75 150 +idx: 81 entropy_left: 1.4591479170272448 entropy_right : 0.9557589912150009 -> 75 150 +idx: 83 entropy_left: 1.4056390622295662 entropy_right : 0.9411864371816835 -> 75 150 +idx: 84 entropy_left: 1.3921472236645345 entropy_right : 0.9456603046006402 -> 75 150 +idx: 87 entropy_left: 1.280672129520887 entropy_right : 0.9182958340544896 -> 75 150 +idx: 88 entropy_left: 1.2957378005380122 entropy_right : 0.9235785996175947 -> 75 150 +idx: 89 entropy_left: 1.2638091738835462 entropy_right : 0.9127341558073343 -> 75 150 +idx: 91 entropy_left: 1.271782221599798 entropy_right : 0.9238422284571814 -> 75 150 +idx: 95 entropy_left: 1.1883763717345075 entropy_right : 0.8698926856041563 -> 75 150 +idx: 97 entropy_left: 1.2072100267448116 entropy_right : 0.8835850861052532 -> 75 150 +idx: 99 entropy_left: 1.1752835873133534 entropy_right : 0.8478617451660526 -> 75 150 +idx: 101 entropy_left: 1.1867198445327565 entropy_right : 0.863120568566631 -> 75 150 +idx: 102 entropy_left: 1.1749946599731707 entropy_right : 0.8426578772022391 -> 75 150 +idx: 104 entropy_left: 1.1783577099564695 entropy_right : 0.8589810370425963 -> 75 150 +idx: 105 entropy_left: 1.1700333844140454 entropy_right : 0.8366407419411673 -> 75 150 +idx: 106 entropy_left: 1.1702295713931186 entropy_right : 0.8453509366224365 -> 75 150 +idx: 107 entropy_left: 1.1628175871855553 entropy_right : 0.8203636429576732 -> 75 150 +idx: 109 entropy_left: 1.1613784794486992 entropy_right : 0.8390040613676977 -> 75 150 +idx: 110 entropy_left: 1.1561787304889202 entropy_right : 0.8112781244591328 -> 75 150 +idx: 113 entropy_left: 1.1487361244596448 entropy_right : 0.8418521897563207 -> 75 150 +idx: 114 entropy_left: 1.1463959237120882 entropy_right : 0.8112781244591328 -> 75 150 +idx: 117 entropy_left: 1.1347431759823636 entropy_right : 0.8453509366224365 -> 75 150 +idx: 118 entropy_left: 1.1344959754516843 entropy_right : 0.8112781244591328 -> 75 150 +idx: 120 entropy_left: 1.1256828315506748 entropy_right : 0.8366407419411673 -> 75 150 +idx: 122 entropy_left: 1.1259378808834186 entropy_right : 0.74959525725948 -> 75 150 +idx: 127 entropy_left: 1.1044984783580127 entropy_right : 0.828055725379504 -> 75 150 +idx: 130 entropy_left: 1.1090351025597922 entropy_right : 0.6098403047164004 -> 75 150 +idx: 132 entropy_left: 1.1017235165092814 entropy_right : 0.6500224216483541 -> 75 150 +idx: 133 entropy_left: 1.1029548176506492 entropy_right : 0.5225593745369408 -> 75 150 +idx: 134 entropy_left: 1.0993984278081397 entropy_right : 0.5435644431995964 -> 75 150 +idx: 135 entropy_left: 1.1005245529682912 entropy_right : 0.35335933502142136 -> 75 150 +idx: 137 entropy_left: 1.093620517468727 entropy_right : 0.39124356362925566 -> 75 150 +idx: 138 entropy_left: 1.0950628692122266 entropy_right : 0 -> 75 150 +cut: 5.8 index: 76 +start: 75 cut: 76 end: 150 +k= 3 k1= 1 k2= 2 ent= 1.0462881865460743 ent1= 0 ent2= 0.9568886656798212 +ig= 0.10215803640865062 delta= 3.418768961496144 N 75 term 0.12837629769500125 +idx: 77 entropy_left: 0 entropy_right : 0.9505668528932196 -> 76 150 +idx: 78 entropy_left: 1.0 entropy_right : 0.9544340029249649 -> 76 150 +idx: 79 entropy_left: 0.9182958340544896 entropy_right : 0.9477073729342066 -> 76 150 +idx: 81 entropy_left: 0.9709505944546686 entropy_right : 0.9557589912150009 -> 76 150 +idx: 83 entropy_left: 0.9852281360342516 entropy_right : 0.9411864371816835 -> 76 150 +idx: 84 entropy_left: 1.0 entropy_right : 0.9456603046006402 -> 76 150 +idx: 87 entropy_left: 0.9456603046006402 entropy_right : 0.9182958340544896 -> 76 150 +idx: 88 entropy_left: 0.9798687566511527 entropy_right : 0.9235785996175947 -> 76 150 +idx: 89 entropy_left: 0.961236604722876 entropy_right : 0.9127341558073343 -> 76 150 +idx: 91 entropy_left: 0.9967916319816366 entropy_right : 0.9238422284571814 -> 76 150 +idx: 95 entropy_left: 0.9494520153879484 entropy_right : 0.8698926856041563 -> 76 150 +idx: 97 entropy_left: 0.9852281360342516 entropy_right : 0.8835850861052532 -> 76 150 +idx: 99 entropy_left: 0.9656361333706098 entropy_right : 0.8478617451660526 -> 76 150 +idx: 101 entropy_left: 0.9895875212220557 entropy_right : 0.863120568566631 -> 76 150 +idx: 102 entropy_left: 0.9828586897127056 entropy_right : 0.8426578772022391 -> 76 150 +idx: 104 entropy_left: 0.996316519558962 entropy_right : 0.8589810370425963 -> 76 150 +idx: 105 entropy_left: 0.9922666387194963 entropy_right : 0.8366407419411673 -> 76 150 +idx: 106 entropy_left: 0.9967916319816366 entropy_right : 0.8453509366224365 -> 76 150 +idx: 107 entropy_left: 0.9932338197397066 entropy_right : 0.8203636429576732 -> 76 150 +idx: 109 entropy_left: 0.9993375041688847 entropy_right : 0.8390040613676977 -> 76 150 +idx: 110 entropy_left: 0.9975025463691153 entropy_right : 0.8112781244591328 -> 76 150 +idx: 113 entropy_left: 0.9994730201859836 entropy_right : 0.8418521897563207 -> 76 150 +idx: 114 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 76 150 +idx: 117 entropy_left: 0.9961344835095796 entropy_right : 0.8453509366224365 -> 76 150 +idx: 118 entropy_left: 0.9983636725938131 entropy_right : 0.8112781244591328 -> 76 150 +idx: 120 entropy_left: 0.9940302114769565 entropy_right : 0.8366407419411673 -> 76 150 +idx: 122 entropy_left: 0.9986359641585718 entropy_right : 0.74959525725948 -> 76 150 +idx: 127 entropy_left: 0.9863676072907088 entropy_right : 0.828055725379504 -> 76 150 +idx: 130 entropy_left: 0.9960383613659183 entropy_right : 0.6098403047164004 -> 76 150 +idx: 132 entropy_left: 0.9917033083725818 entropy_right : 0.6500224216483541 -> 76 150 +idx: 133 entropy_left: 0.9944423248022588 entropy_right : 0.5225593745369408 -> 76 150 +idx: 134 entropy_left: 0.9922666387194963 entropy_right : 0.5435644431995964 -> 76 150 +idx: 135 entropy_left: 0.9948131754904235 entropy_right : 0.35335933502142136 -> 76 150 +idx: 137 entropy_left: 0.9904799742690307 entropy_right : 0.39124356362925566 -> 76 150 +idx: 138 entropy_left: 0.9932338197397066 entropy_right : 0 -> 76 150 +cut: 5.8 index: 77 +start: 76 cut: 77 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9568886656798212 ent1= 0 ent2= 0.9505668528932196 +ig= 0.019167310798672066 delta= 2.794711296484401 N 74 term 0.12141264669411377 +idx: 78 entropy_left: 0 entropy_right : 0.9544340029249649 -> 77 150 +idx: 79 entropy_left: 1.0 entropy_right : 0.9477073729342066 -> 77 150 +idx: 81 entropy_left: 0.8112781244591328 entropy_right : 0.9557589912150009 -> 77 150 +idx: 83 entropy_left: 1.0 entropy_right : 0.9411864371816835 -> 77 150 +idx: 84 entropy_left: 0.9852281360342516 entropy_right : 0.9456603046006402 -> 77 150 +idx: 87 entropy_left: 0.9709505944546686 entropy_right : 0.9182958340544896 -> 77 150 +idx: 88 entropy_left: 0.9940302114769565 entropy_right : 0.9235785996175947 -> 77 150 +idx: 89 entropy_left: 0.9798687566511527 entropy_right : 0.9127341558073343 -> 77 150 +idx: 91 entropy_left: 1.0 entropy_right : 0.9238422284571814 -> 77 150 +idx: 95 entropy_left: 0.9640787648082292 entropy_right : 0.8698926856041563 -> 77 150 +idx: 97 entropy_left: 0.9927744539878084 entropy_right : 0.8835850861052532 -> 77 150 +idx: 99 entropy_left: 0.976020648236615 entropy_right : 0.8478617451660526 -> 77 150 +idx: 101 entropy_left: 0.9949848281859701 entropy_right : 0.863120568566631 -> 77 150 +idx: 102 entropy_left: 0.9895875212220557 entropy_right : 0.8426578772022391 -> 77 150 +idx: 104 entropy_left: 0.9990102708804813 entropy_right : 0.8589810370425963 -> 77 150 +idx: 105 entropy_left: 0.996316519558962 entropy_right : 0.8366407419411673 -> 77 150 +idx: 106 entropy_left: 0.9991421039919088 entropy_right : 0.8453509366224365 -> 77 150 +idx: 107 entropy_left: 0.9967916319816366 entropy_right : 0.8203636429576732 -> 77 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 77 150 +idx: 110 entropy_left: 0.9993375041688847 entropy_right : 0.8112781244591328 -> 77 150 +idx: 113 entropy_left: 0.9977724720899821 entropy_right : 0.8418521897563207 -> 77 150 +idx: 114 entropy_left: 0.9994730201859836 entropy_right : 0.8112781244591328 -> 77 150 +idx: 117 entropy_left: 0.9927744539878084 entropy_right : 0.8453509366224365 -> 77 150 +idx: 118 entropy_left: 0.9961344835095796 entropy_right : 0.8112781244591328 -> 77 150 +idx: 120 entropy_left: 0.9902246902198684 entropy_right : 0.8366407419411673 -> 77 150 +idx: 122 entropy_left: 0.9967916319816366 entropy_right : 0.74959525725948 -> 77 150 +idx: 127 entropy_left: 0.9814538950336535 entropy_right : 0.828055725379504 -> 77 150 +idx: 130 entropy_left: 0.9935704757706079 entropy_right : 0.6098403047164004 -> 77 150 +idx: 132 entropy_left: 0.9882836109919162 entropy_right : 0.6500224216483541 -> 77 150 +idx: 133 entropy_left: 0.9917033083725818 entropy_right : 0.5225593745369408 -> 77 150 +idx: 134 entropy_left: 0.9890934397021431 entropy_right : 0.5435644431995964 -> 77 150 +idx: 135 entropy_left: 0.9922666387194963 entropy_right : 0.35335933502142136 -> 77 150 +idx: 137 entropy_left: 0.9871377743721863 entropy_right : 0.39124356362925566 -> 77 150 +idx: 138 entropy_left: 0.9904799742690307 entropy_right : 0 -> 77 150 +cut: 5.8 index: 78 +start: 77 cut: 78 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9505668528932196 ent1= 0 ent2= 0.9544340029249649 +ig= 0.009207288364487143 delta= 2.815089222121095 N 73 term 0.12308238662415626 +idx: 79 entropy_left: 0 entropy_right : 0.9477073729342066 -> 78 150 +idx: 81 entropy_left: 0.9182958340544896 entropy_right : 0.9557589912150009 -> 78 150 +idx: 83 entropy_left: 0.9709505944546686 entropy_right : 0.9411864371816835 -> 78 150 +idx: 84 entropy_left: 1.0 entropy_right : 0.9456603046006402 -> 78 150 +idx: 87 entropy_left: 0.9182958340544896 entropy_right : 0.9182958340544896 -> 78 150 +idx: 88 entropy_left: 0.9709505944546686 entropy_right : 0.9235785996175947 -> 78 150 +idx: 89 entropy_left: 0.9456603046006402 entropy_right : 0.9127341558073343 -> 78 150 +idx: 91 entropy_left: 0.9957274520849256 entropy_right : 0.9238422284571814 -> 78 150 +idx: 95 entropy_left: 0.9366673818775626 entropy_right : 0.8698926856041563 -> 78 150 +idx: 97 entropy_left: 0.9819407868640977 entropy_right : 0.8835850861052532 -> 78 150 +idx: 99 entropy_left: 0.9587118829771318 entropy_right : 0.8478617451660526 -> 78 150 +idx: 101 entropy_left: 0.9876925088958034 entropy_right : 0.863120568566631 -> 78 150 +idx: 102 entropy_left: 0.9798687566511527 entropy_right : 0.8426578772022391 -> 78 150 +idx: 104 entropy_left: 0.9957274520849256 entropy_right : 0.8589810370425963 -> 78 150 +idx: 105 entropy_left: 0.9910760598382222 entropy_right : 0.8366407419411673 -> 78 150 +idx: 106 entropy_left: 0.996316519558962 entropy_right : 0.8453509366224365 -> 78 150 +idx: 107 entropy_left: 0.9922666387194963 entropy_right : 0.8203636429576732 -> 78 150 +idx: 109 entropy_left: 0.9992492479956565 entropy_right : 0.8390040613676977 -> 78 150 +idx: 110 entropy_left: 0.9971803988942642 entropy_right : 0.8112781244591328 -> 78 150 +idx: 113 entropy_left: 0.9994110647387553 entropy_right : 0.8418521897563207 -> 78 150 +idx: 114 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 78 150 +idx: 117 entropy_left: 0.9957274520849256 entropy_right : 0.8453509366224365 -> 78 150 +idx: 118 entropy_left: 0.99819587904281 entropy_right : 0.8112781244591328 -> 78 150 +idx: 120 entropy_left: 0.9934472383802027 entropy_right : 0.8366407419411673 -> 78 150 +idx: 122 entropy_left: 0.9985090989176322 entropy_right : 0.74959525725948 -> 78 150 +idx: 127 entropy_left: 0.9852281360342516 entropy_right : 0.828055725379504 -> 78 150 +idx: 130 entropy_left: 0.9957274520849256 entropy_right : 0.6098403047164004 -> 78 150 +idx: 132 entropy_left: 0.9910760598382222 entropy_right : 0.6500224216483541 -> 78 150 +idx: 133 entropy_left: 0.9940302114769565 entropy_right : 0.5225593745369408 -> 78 150 +idx: 134 entropy_left: 0.9917033083725818 entropy_right : 0.5435644431995964 -> 78 150 +idx: 135 entropy_left: 0.9944423248022588 entropy_right : 0.35335933502142136 -> 78 150 +idx: 137 entropy_left: 0.9898220559635811 entropy_right : 0.39124356362925566 -> 78 150 +idx: 138 entropy_left: 0.9927744539878084 entropy_right : 0 -> 78 150 +cut: 5.8 index: 79 +start: 78 cut: 79 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9544340029249649 ent1= 0 ent2= 0.9477073729342066 +ig= 0.019889232392622302 delta= 2.7939016620760873 N 72 term 0.12421734418862179 +idx: 81 entropy_left: 0 entropy_right : 0.9557589912150009 -> 79 150 +idx: 83 entropy_left: 1.0 entropy_right : 0.9411864371816835 -> 79 150 +idx: 84 entropy_left: 0.9709505944546686 entropy_right : 0.9456603046006402 -> 79 150 +idx: 87 entropy_left: 0.9544340029249649 entropy_right : 0.9182958340544896 -> 79 150 +idx: 88 entropy_left: 0.9910760598382222 entropy_right : 0.9235785996175947 -> 79 150 +idx: 89 entropy_left: 0.9709505944546686 entropy_right : 0.9127341558073343 -> 79 150 +idx: 91 entropy_left: 1.0 entropy_right : 0.9238422284571814 -> 79 150 +idx: 95 entropy_left: 0.9544340029249649 entropy_right : 0.8698926856041563 -> 79 150 +idx: 97 entropy_left: 0.9910760598382222 entropy_right : 0.8835850861052532 -> 79 150 +idx: 99 entropy_left: 0.9709505944546686 entropy_right : 0.8478617451660526 -> 79 150 +idx: 101 entropy_left: 0.9940302114769565 entropy_right : 0.863120568566631 -> 79 150 +idx: 102 entropy_left: 0.9876925088958034 entropy_right : 0.8426578772022391 -> 79 150 +idx: 104 entropy_left: 0.9988455359952018 entropy_right : 0.8589810370425963 -> 79 150 +idx: 105 entropy_left: 0.9957274520849256 entropy_right : 0.8366407419411673 -> 79 150 +idx: 106 entropy_left: 0.9990102708804813 entropy_right : 0.8453509366224365 -> 79 150 +idx: 107 entropy_left: 0.996316519558962 entropy_right : 0.8203636429576732 -> 79 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 79 150 +idx: 110 entropy_left: 0.9992492479956565 entropy_right : 0.8112781244591328 -> 79 150 +idx: 113 entropy_left: 0.9975025463691153 entropy_right : 0.8418521897563207 -> 79 150 +idx: 114 entropy_left: 0.9994110647387553 entropy_right : 0.8112781244591328 -> 79 150 +idx: 117 entropy_left: 0.9919924034538556 entropy_right : 0.8453509366224365 -> 79 150 +idx: 118 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 79 150 +idx: 120 entropy_left: 0.9892452969285004 entropy_right : 0.8366407419411673 -> 79 150 +idx: 122 entropy_left: 0.996485989886783 entropy_right : 0.74959525725948 -> 79 150 +idx: 127 entropy_left: 0.9798687566511527 entropy_right : 0.828055725379504 -> 79 150 +idx: 130 entropy_left: 0.9930554830121974 entropy_right : 0.6098403047164004 -> 79 150 +idx: 132 entropy_left: 0.987380023288353 entropy_right : 0.6500224216483541 -> 79 150 +idx: 133 entropy_left: 0.9910760598382222 entropy_right : 0.5225593745369408 -> 79 150 +idx: 134 entropy_left: 0.9882836109919162 entropy_right : 0.5435644431995964 -> 79 150 +idx: 135 entropy_left: 0.9917033083725818 entropy_right : 0.35335933502142136 -> 79 150 +idx: 137 entropy_left: 0.9862325350724501 entropy_right : 0.39124356362925566 -> 79 150 +idx: 138 entropy_left: 0.9898220559635811 entropy_right : 0 -> 79 150 +cut: 5.9 index: 81 +start: 79 cut: 81 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9477073729342066 ent1= 0 ent2= 0.9557589912150009 +ig= 0.018871170204135312 delta= 2.823458158619193 N 71 term 0.12609494613470648 +idx: 83 entropy_left: 0 entropy_right : 0.9411864371816835 -> 81 150 +idx: 84 entropy_left: 0.9182958340544896 entropy_right : 0.9456603046006402 -> 81 150 +idx: 87 entropy_left: 0.6500224216483541 entropy_right : 0.9182958340544896 -> 81 150 +idx: 88 entropy_left: 0.863120568566631 entropy_right : 0.9235785996175947 -> 81 150 +idx: 89 entropy_left: 0.8112781244591328 entropy_right : 0.9127341558073343 -> 81 150 +idx: 91 entropy_left: 0.9709505944546686 entropy_right : 0.9238422284571814 -> 81 150 +idx: 95 entropy_left: 0.863120568566631 entropy_right : 0.8698926856041563 -> 81 150 +idx: 97 entropy_left: 0.9544340029249649 entropy_right : 0.8835850861052532 -> 81 150 +idx: 99 entropy_left: 0.9182958340544896 entropy_right : 0.8478617451660526 -> 81 150 +idx: 101 entropy_left: 0.9709505944546686 entropy_right : 0.863120568566631 -> 81 150 +idx: 102 entropy_left: 0.9587118829771318 entropy_right : 0.8426578772022391 -> 81 150 +idx: 104 entropy_left: 0.9876925088958034 entropy_right : 0.8589810370425963 -> 81 150 +idx: 105 entropy_left: 0.9798687566511527 entropy_right : 0.8366407419411673 -> 81 150 +idx: 106 entropy_left: 0.9895875212220557 entropy_right : 0.8453509366224365 -> 81 150 +idx: 107 entropy_left: 0.9828586897127056 entropy_right : 0.8203636429576732 -> 81 150 +idx: 109 entropy_left: 0.996316519558962 entropy_right : 0.8390040613676977 -> 81 150 +idx: 110 entropy_left: 0.9922666387194963 entropy_right : 0.8112781244591328 -> 81 150 +idx: 113 entropy_left: 1.0 entropy_right : 0.8418521897563207 -> 81 150 +idx: 114 entropy_left: 0.9993375041688847 entropy_right : 0.8112781244591328 -> 81 150 +idx: 117 entropy_left: 0.9977724720899821 entropy_right : 0.8453509366224365 -> 81 150 +idx: 118 entropy_left: 0.9994730201859836 entropy_right : 0.8112781244591328 -> 81 150 +idx: 120 entropy_left: 0.9957274520849256 entropy_right : 0.8366407419411673 -> 81 150 +idx: 122 entropy_left: 0.9995708393473224 entropy_right : 0.74959525725948 -> 81 150 +idx: 127 entropy_left: 0.9876925088958034 entropy_right : 0.828055725379504 -> 81 150 +idx: 130 entropy_left: 0.997294381646235 entropy_right : 0.6098403047164004 -> 81 150 +idx: 132 entropy_left: 0.9930554830121974 entropy_right : 0.6500224216483541 -> 81 150 +idx: 133 entropy_left: 0.9957274520849256 entropy_right : 0.5225593745369408 -> 81 150 +idx: 134 entropy_left: 0.9935704757706079 entropy_right : 0.5435644431995964 -> 81 150 +idx: 135 entropy_left: 0.9960383613659183 entropy_right : 0.35335933502142136 -> 81 150 +idx: 137 entropy_left: 0.9917033083725818 entropy_right : 0.39124356362925566 -> 81 150 +idx: 138 entropy_left: 0.9944423248022588 entropy_right : 0 -> 81 150 +cut: 5.95 index: 83 +start: 81 cut: 83 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9557589912150009 ent1= 0 ent2= 0.9411864371816835 +ig= 0.04185332032843869 delta= 2.7782098139909692 N 69 term 0.12848800949625086 +idx: 84 entropy_left: 0 entropy_right : 0.9456603046006402 -> 83 150 +idx: 87 entropy_left: 0.8112781244591328 entropy_right : 0.9182958340544896 -> 83 150 +idx: 88 entropy_left: 0.9709505944546686 entropy_right : 0.9235785996175947 -> 83 150 +idx: 89 entropy_left: 0.9182958340544896 entropy_right : 0.9127341558073343 -> 83 150 +idx: 91 entropy_left: 1.0 entropy_right : 0.9238422284571814 -> 83 150 +idx: 95 entropy_left: 0.9182958340544896 entropy_right : 0.8698926856041563 -> 83 150 +idx: 97 entropy_left: 0.9852281360342516 entropy_right : 0.8835850861052532 -> 83 150 +idx: 99 entropy_left: 0.9544340029249649 entropy_right : 0.8478617451660526 -> 83 150 +idx: 101 entropy_left: 0.9910760598382222 entropy_right : 0.863120568566631 -> 83 150 +idx: 102 entropy_left: 0.9819407868640977 entropy_right : 0.8426578772022391 -> 83 150 +idx: 104 entropy_left: 0.9983636725938131 entropy_right : 0.8589810370425963 -> 83 150 +idx: 105 entropy_left: 0.9940302114769565 entropy_right : 0.8366407419411673 -> 83 150 +idx: 106 entropy_left: 0.9986359641585718 entropy_right : 0.8453509366224365 -> 83 150 +idx: 107 entropy_left: 0.9949848281859701 entropy_right : 0.8203636429576732 -> 83 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 83 150 +idx: 110 entropy_left: 0.9990102708804813 entropy_right : 0.8112781244591328 -> 83 150 +idx: 113 entropy_left: 0.9967916319816366 entropy_right : 0.8418521897563207 -> 83 150 +idx: 114 entropy_left: 0.9992492479956565 entropy_right : 0.8112781244591328 -> 83 150 +idx: 117 entropy_left: 0.9899927915575188 entropy_right : 0.8453509366224365 -> 83 150 +idx: 118 entropy_left: 0.9946937953613058 entropy_right : 0.8112781244591328 -> 83 150 +idx: 120 entropy_left: 0.9867867202680318 entropy_right : 0.8366407419411673 -> 83 150 +idx: 122 entropy_left: 0.9957274520849256 entropy_right : 0.74959525725948 -> 83 150 +idx: 127 entropy_left: 0.976020648236615 entropy_right : 0.828055725379504 -> 83 150 +idx: 130 entropy_left: 0.9918207974218424 entropy_right : 0.6098403047164004 -> 83 150 +idx: 132 entropy_left: 0.9852281360342516 entropy_right : 0.6500224216483541 -> 83 150 +idx: 133 entropy_left: 0.9895875212220557 entropy_right : 0.5225593745369408 -> 83 150 +idx: 134 entropy_left: 0.9863676072907088 entropy_right : 0.5435644431995964 -> 83 150 +idx: 135 entropy_left: 0.990374836448575 entropy_right : 0.35335933502142136 -> 83 150 +idx: 137 entropy_left: 0.9841095278800533 entropy_right : 0.39124356362925566 -> 83 150 +idx: 138 entropy_left: 0.9882836109919162 entropy_right : 0 -> 83 150 +cut: 6.0 index: 84 +start: 83 cut: 84 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9411864371816835 ent1= 0 ent2= 0.9456603046006402 +ig= 0.009640465485530436 delta= 2.816302656895518 N 67 term 0.1322492056157309 +idx: 87 entropy_left: 0 entropy_right : 0.9182958340544896 -> 84 150 +idx: 88 entropy_left: 0.8112781244591328 entropy_right : 0.9235785996175947 -> 84 150 +idx: 89 entropy_left: 0.7219280948873623 entropy_right : 0.9127341558073343 -> 84 150 +idx: 91 entropy_left: 0.9852281360342516 entropy_right : 0.9238422284571814 -> 84 150 +idx: 95 entropy_left: 0.8453509366224365 entropy_right : 0.8698926856041563 -> 84 150 +idx: 97 entropy_left: 0.961236604722876 entropy_right : 0.8835850861052532 -> 84 150 +idx: 99 entropy_left: 0.9182958340544896 entropy_right : 0.8478617451660526 -> 84 150 +idx: 101 entropy_left: 0.9774178175281716 entropy_right : 0.863120568566631 -> 84 150 +idx: 102 entropy_left: 0.9640787648082292 entropy_right : 0.8426578772022391 -> 84 150 +idx: 104 entropy_left: 0.9927744539878084 entropy_right : 0.8589810370425963 -> 84 150 +idx: 105 entropy_left: 0.9852281360342516 entropy_right : 0.8366407419411673 -> 84 150 +idx: 106 entropy_left: 0.9940302114769565 entropy_right : 0.8453509366224365 -> 84 150 +idx: 107 entropy_left: 0.9876925088958034 entropy_right : 0.8203636429576732 -> 84 150 +idx: 109 entropy_left: 0.9988455359952018 entropy_right : 0.8390040613676977 -> 84 150 +idx: 110 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 84 150 +idx: 113 entropy_left: 0.9991421039919088 entropy_right : 0.8418521897563207 -> 84 150 +idx: 114 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 84 150 +idx: 117 entropy_left: 0.9940302114769565 entropy_right : 0.8453509366224365 -> 84 150 +idx: 118 entropy_left: 0.9975025463691153 entropy_right : 0.8112781244591328 -> 84 150 +idx: 120 entropy_left: 0.9910760598382222 entropy_right : 0.8366407419411673 -> 84 150 +idx: 122 entropy_left: 0.9980008838722996 entropy_right : 0.74959525725948 -> 84 150 +idx: 127 entropy_left: 0.9807983646944296 entropy_right : 0.828055725379504 -> 84 150 +idx: 130 entropy_left: 0.9945386816500111 entropy_right : 0.6098403047164004 -> 84 150 +idx: 132 entropy_left: 0.9886994082884974 entropy_right : 0.6500224216483541 -> 84 150 +idx: 133 entropy_left: 0.992476003943082 entropy_right : 0.5225593745369408 -> 84 150 +idx: 134 entropy_left: 0.9895875212220557 entropy_right : 0.5435644431995964 -> 84 150 +idx: 135 entropy_left: 0.9930554830121974 entropy_right : 0.35335933502142136 -> 84 150 +idx: 137 entropy_left: 0.987380023288353 entropy_right : 0.39124356362925566 -> 84 150 +idx: 138 entropy_left: 0.9910760598382222 entropy_right : 0 -> 84 150 +cut: 6.0 index: 87 +start: 84 cut: 87 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9456603046006402 ent1= 0 ent2= 0.9182958340544896 +ig= 0.06910519027590012 delta= 2.752625980965303 N 66 term 0.13295445142414786 +idx: 88 entropy_left: 0 entropy_right : 0.9235785996175947 -> 87 150 +idx: 89 entropy_left: 1.0 entropy_right : 0.9127341558073343 -> 87 150 +idx: 91 entropy_left: 0.8112781244591328 entropy_right : 0.9238422284571814 -> 87 150 +idx: 95 entropy_left: 0.9544340029249649 entropy_right : 0.8698926856041563 -> 87 150 +idx: 97 entropy_left: 1.0 entropy_right : 0.8835850861052532 -> 87 150 +idx: 99 entropy_left: 0.9798687566511527 entropy_right : 0.8478617451660526 -> 87 150 +idx: 101 entropy_left: 1.0 entropy_right : 0.863120568566631 -> 87 150 +idx: 102 entropy_left: 0.9967916319816366 entropy_right : 0.8426578772022391 -> 87 150 +idx: 104 entropy_left: 0.9975025463691153 entropy_right : 0.8589810370425963 -> 87 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 87 150 +idx: 106 entropy_left: 0.9980008838722996 entropy_right : 0.8453509366224365 -> 87 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 87 150 +idx: 109 entropy_left: 0.9940302114769565 entropy_right : 0.8390040613676977 -> 87 150 +idx: 110 entropy_left: 0.9986359641585718 entropy_right : 0.8112781244591328 -> 87 150 +idx: 113 entropy_left: 0.9828586897127056 entropy_right : 0.8418521897563207 -> 87 150 +idx: 114 entropy_left: 0.9910760598382222 entropy_right : 0.8112781244591328 -> 87 150 +idx: 117 entropy_left: 0.9709505944546686 entropy_right : 0.8453509366224365 -> 87 150 +idx: 118 entropy_left: 0.9811522341999133 entropy_right : 0.8112781244591328 -> 87 150 +idx: 120 entropy_left: 0.9672947789468944 entropy_right : 0.8366407419411673 -> 87 150 +idx: 122 entropy_left: 0.9852281360342516 entropy_right : 0.74959525725948 -> 87 150 +idx: 127 entropy_left: 0.9544340029249649 entropy_right : 0.828055725379504 -> 87 150 +idx: 130 entropy_left: 0.9807983646944296 entropy_right : 0.6098403047164004 -> 87 150 +idx: 132 entropy_left: 0.9709505944546686 entropy_right : 0.6500224216483541 -> 87 150 +idx: 133 entropy_left: 0.978070970973496 entropy_right : 0.5225593745369408 -> 87 150 +idx: 134 entropy_left: 0.9733854352299557 entropy_right : 0.5435644431995964 -> 87 150 +idx: 135 entropy_left: 0.9798687566511527 entropy_right : 0.35335933502142136 -> 87 150 +idx: 137 entropy_left: 0.9709505944546686 entropy_right : 0.39124356362925566 -> 87 150 +idx: 138 entropy_left: 0.9774178175281716 entropy_right : 0 -> 87 150 +cut: 6.0 index: 88 +start: 87 cut: 88 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9182958340544896 ent1= 0 ent2= 0.9235785996175947 +ig= 0.00937721220860277 delta= 2.8179204531838145 N 63 term 0.13923994862810618 +idx: 89 entropy_left: 0 entropy_right : 0.9127341558073343 -> 88 150 +idx: 91 entropy_left: 0.9182958340544896 entropy_right : 0.9238422284571814 -> 88 150 +idx: 95 entropy_left: 0.863120568566631 entropy_right : 0.8698926856041563 -> 88 150 +idx: 97 entropy_left: 0.9910760598382222 entropy_right : 0.8835850861052532 -> 88 150 +idx: 99 entropy_left: 0.9456603046006402 entropy_right : 0.8478617451660526 -> 88 150 +idx: 101 entropy_left: 0.9957274520849256 entropy_right : 0.863120568566631 -> 88 150 +idx: 102 entropy_left: 0.9852281360342516 entropy_right : 0.8426578772022391 -> 88 150 +idx: 104 entropy_left: 1.0 entropy_right : 0.8589810370425963 -> 88 150 +idx: 105 entropy_left: 0.9975025463691153 entropy_right : 0.8366407419411673 -> 88 150 +idx: 106 entropy_left: 1.0 entropy_right : 0.8453509366224365 -> 88 150 +idx: 107 entropy_left: 0.9980008838722996 entropy_right : 0.8203636429576732 -> 88 150 +idx: 109 entropy_left: 0.9983636725938131 entropy_right : 0.8390040613676977 -> 88 150 +idx: 110 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 88 150 +idx: 113 entropy_left: 0.9895875212220557 entropy_right : 0.8418521897563207 -> 88 150 +idx: 114 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 88 150 +idx: 117 entropy_left: 0.9784493292686189 entropy_right : 0.8453509366224365 -> 88 150 +idx: 118 entropy_left: 0.9871377743721863 entropy_right : 0.8112781244591328 -> 88 150 +idx: 120 entropy_left: 0.9744894033980523 entropy_right : 0.8366407419411673 -> 88 150 +idx: 122 entropy_left: 0.9899927915575188 entropy_right : 0.74959525725948 -> 88 150 +idx: 127 entropy_left: 0.961236604722876 entropy_right : 0.828055725379504 -> 88 150 +idx: 130 entropy_left: 0.9852281360342516 entropy_right : 0.6098403047164004 -> 88 150 +idx: 132 entropy_left: 0.976020648236615 entropy_right : 0.6500224216483541 -> 88 150 +idx: 133 entropy_left: 0.9824740868386409 entropy_right : 0.5225593745369408 -> 88 150 +idx: 134 entropy_left: 0.978070970973496 entropy_right : 0.5435644431995964 -> 88 150 +idx: 135 entropy_left: 0.9839393951635756 entropy_right : 0.35335933502142136 -> 88 150 +idx: 137 entropy_left: 0.9755259511264972 entropy_right : 0.39124356362925566 -> 88 150 +idx: 138 entropy_left: 0.9814538950336535 entropy_right : 0 -> 88 150 +cut: 6.05 index: 89 +start: 88 cut: 89 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9235785996175947 ent1= 0 ent2= 0.9127341558073343 +ig= 0.025565962452314128 delta= 2.7856660344370834 N 62 term 0.14058715116128984 +idx: 91 entropy_left: 0 entropy_right : 0.9238422284571814 -> 89 150 +idx: 95 entropy_left: 0.9182958340544896 entropy_right : 0.8698926856041563 -> 89 150 +idx: 97 entropy_left: 1.0 entropy_right : 0.8835850861052532 -> 89 150 +idx: 99 entropy_left: 0.9709505944546686 entropy_right : 0.8478617451660526 -> 89 150 +idx: 101 entropy_left: 1.0 entropy_right : 0.863120568566631 -> 89 150 +idx: 102 entropy_left: 0.9957274520849256 entropy_right : 0.8426578772022391 -> 89 150 +idx: 104 entropy_left: 0.9967916319816366 entropy_right : 0.8589810370425963 -> 89 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 89 150 +idx: 106 entropy_left: 0.9975025463691153 entropy_right : 0.8453509366224365 -> 89 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 89 150 +idx: 109 entropy_left: 0.9927744539878084 entropy_right : 0.8390040613676977 -> 89 150 +idx: 110 entropy_left: 0.9983636725938131 entropy_right : 0.8112781244591328 -> 89 150 +idx: 113 entropy_left: 0.9798687566511527 entropy_right : 0.8418521897563207 -> 89 150 +idx: 114 entropy_left: 0.9895875212220557 entropy_right : 0.8112781244591328 -> 89 150 +idx: 117 entropy_left: 0.9666186325481028 entropy_right : 0.8453509366224365 -> 89 150 +idx: 118 entropy_left: 0.9784493292686189 entropy_right : 0.8112781244591328 -> 89 150 +idx: 120 entropy_left: 0.9629004147713269 entropy_right : 0.8366407419411673 -> 89 150 +idx: 122 entropy_left: 0.9833761901392237 entropy_right : 0.74959525725948 -> 89 150 +idx: 127 entropy_left: 0.9494520153879484 entropy_right : 0.828055725379504 -> 89 150 +idx: 130 entropy_left: 0.9788698505067785 entropy_right : 0.6098403047164004 -> 89 150 +idx: 132 entropy_left: 0.9681647320759548 entropy_right : 0.6500224216483541 -> 89 150 +idx: 133 entropy_left: 0.976020648236615 entropy_right : 0.5225593745369408 -> 89 150 +idx: 134 entropy_left: 0.9709505944546686 entropy_right : 0.5435644431995964 -> 89 150 +idx: 135 entropy_left: 0.978070970973496 entropy_right : 0.35335933502142136 -> 89 150 +idx: 137 entropy_left: 0.9684610087601622 entropy_right : 0.39124356362925566 -> 89 150 +idx: 138 entropy_left: 0.9755259511264972 entropy_right : 0 -> 89 150 +cut: 6.1 index: 91 +start: 89 cut: 91 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9127341558073343 ent1= 0 ent2= 0.9238422284571814 +ig= 0.019181836479896575 delta= 2.8295710673572985 N 61 term 0.14322068299943963 +idx: 95 entropy_left: 0 entropy_right : 0.8698926856041563 -> 91 150 +idx: 97 entropy_left: 0.9182958340544896 entropy_right : 0.8835850861052532 -> 91 150 +idx: 99 entropy_left: 0.8112781244591328 entropy_right : 0.8478617451660526 -> 91 150 +idx: 101 entropy_left: 0.9709505944546686 entropy_right : 0.863120568566631 -> 91 150 +idx: 102 entropy_left: 0.9456603046006402 entropy_right : 0.8426578772022391 -> 91 150 +idx: 104 entropy_left: 0.9957274520849256 entropy_right : 0.8589810370425963 -> 91 150 +idx: 105 entropy_left: 0.9852281360342516 entropy_right : 0.8366407419411673 -> 91 150 +idx: 106 entropy_left: 0.9967916319816366 entropy_right : 0.8453509366224365 -> 91 150 +idx: 107 entropy_left: 0.9886994082884974 entropy_right : 0.8203636429576732 -> 91 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 91 150 +idx: 110 entropy_left: 0.9980008838722996 entropy_right : 0.8112781244591328 -> 91 150 +idx: 113 entropy_left: 0.9940302114769565 entropy_right : 0.8418521897563207 -> 91 150 +idx: 114 entropy_left: 0.9986359641585718 entropy_right : 0.8112781244591328 -> 91 150 +idx: 117 entropy_left: 0.9828586897127056 entropy_right : 0.8453509366224365 -> 91 150 +idx: 118 entropy_left: 0.9910760598382222 entropy_right : 0.8112781244591328 -> 91 150 +idx: 120 entropy_left: 0.9784493292686189 entropy_right : 0.8366407419411673 -> 91 150 +idx: 122 entropy_left: 0.9932338197397066 entropy_right : 0.74959525725948 -> 91 150 +idx: 127 entropy_left: 0.9640787648082292 entropy_right : 0.828055725379504 -> 91 150 +idx: 130 entropy_left: 0.9881108365218301 entropy_right : 0.6098403047164004 -> 91 150 +idx: 132 entropy_left: 0.9788698505067785 entropy_right : 0.6500224216483541 -> 91 150 +idx: 133 entropy_left: 0.9852281360342516 entropy_right : 0.5225593745369408 -> 91 150 +idx: 134 entropy_left: 0.9807983646944296 entropy_right : 0.5435644431995964 -> 91 150 +idx: 135 entropy_left: 0.9865446300055645 entropy_right : 0.35335933502142136 -> 91 150 +idx: 137 entropy_left: 0.978070970973496 entropy_right : 0.39124356362925566 -> 91 150 +idx: 138 entropy_left: 0.9839393951635756 entropy_right : 0 -> 91 150 +cut: 6.15 index: 95 +start: 91 cut: 95 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9238422284571814 ent1= 0 ent2= 0.8698926856041563 +ig= 0.11292531814822215 delta= 2.6994558363515537 N 59 term 0.14504130222845976 +idx: 97 entropy_left: 0 entropy_right : 0.8835850861052532 -> 95 150 +idx: 99 entropy_left: 1.0 entropy_right : 0.8478617451660526 -> 95 150 +idx: 101 entropy_left: 0.9182958340544896 entropy_right : 0.863120568566631 -> 95 150 +idx: 102 entropy_left: 0.9852281360342516 entropy_right : 0.8426578772022391 -> 95 150 +idx: 104 entropy_left: 0.9182958340544896 entropy_right : 0.8589810370425963 -> 95 150 +idx: 105 entropy_left: 0.9709505944546686 entropy_right : 0.8366407419411673 -> 95 150 +idx: 106 entropy_left: 0.9456603046006402 entropy_right : 0.8453509366224365 -> 95 150 +idx: 107 entropy_left: 0.9798687566511527 entropy_right : 0.8203636429576732 -> 95 150 +idx: 109 entropy_left: 0.9402859586706309 entropy_right : 0.8390040613676977 -> 95 150 +idx: 110 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 95 150 +idx: 113 entropy_left: 0.9182958340544896 entropy_right : 0.8418521897563207 -> 95 150 +idx: 114 entropy_left: 0.9494520153879484 entropy_right : 0.8112781244591328 -> 95 150 +idx: 117 entropy_left: 0.9023932827949789 entropy_right : 0.8453509366224365 -> 95 150 +idx: 118 entropy_left: 0.9321115676166747 entropy_right : 0.8112781244591328 -> 95 150 +idx: 120 entropy_left: 0.904381457724494 entropy_right : 0.8366407419411673 -> 95 150 +idx: 122 entropy_left: 0.9509560484549725 entropy_right : 0.74959525725948 -> 95 150 +idx: 127 entropy_left: 0.8960382325345575 entropy_right : 0.828055725379504 -> 95 150 +idx: 130 entropy_left: 0.9517626756348311 entropy_right : 0.6098403047164004 -> 95 150 +idx: 132 entropy_left: 0.9352691398683566 entropy_right : 0.6500224216483541 -> 95 150 +idx: 133 entropy_left: 0.9494520153879484 entropy_right : 0.5225593745369408 -> 95 150 +idx: 134 entropy_left: 0.9418285354475157 entropy_right : 0.5435644431995964 -> 95 150 +idx: 135 entropy_left: 0.9544340029249649 entropy_right : 0.35335933502142136 -> 95 150 +idx: 137 entropy_left: 0.9402859586706309 entropy_right : 0.39124356362925566 -> 95 150 +idx: 138 entropy_left: 0.9522656254366642 entropy_right : 0 -> 95 150 +cut: 6.2 index: 97 +start: 95 cut: 97 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8698926856041563 ent1= 0 ent2= 0.8835850861052532 +ig= 0.018437966266366845 delta= 2.8347397230597977 N 55 term 0.15617504045860486 +idx: 99 entropy_left: 0 entropy_right : 0.8478617451660526 -> 97 150 +idx: 101 entropy_left: 1.0 entropy_right : 0.863120568566631 -> 97 150 +idx: 102 entropy_left: 0.9709505944546686 entropy_right : 0.8426578772022391 -> 97 150 +idx: 104 entropy_left: 0.9852281360342516 entropy_right : 0.8589810370425963 -> 97 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 97 150 +idx: 106 entropy_left: 0.9910760598382222 entropy_right : 0.8453509366224365 -> 97 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 97 150 +idx: 109 entropy_left: 0.9798687566511527 entropy_right : 0.8390040613676977 -> 97 150 +idx: 110 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 97 150 +idx: 113 entropy_left: 0.9544340029249649 entropy_right : 0.8418521897563207 -> 97 150 +idx: 114 entropy_left: 0.9774178175281716 entropy_right : 0.8112781244591328 -> 97 150 +idx: 117 entropy_left: 0.934068055375491 entropy_right : 0.8453509366224365 -> 97 150 +idx: 118 entropy_left: 0.9587118829771318 entropy_right : 0.8112781244591328 -> 97 150 +idx: 120 entropy_left: 0.9321115676166747 entropy_right : 0.8366407419411673 -> 97 150 +idx: 122 entropy_left: 0.9709505944546686 entropy_right : 0.74959525725948 -> 97 150 +idx: 127 entropy_left: 0.9182958340544896 entropy_right : 0.828055725379504 -> 97 150 +idx: 130 entropy_left: 0.9672947789468944 entropy_right : 0.6098403047164004 -> 97 150 +idx: 132 entropy_left: 0.9517626756348311 entropy_right : 0.6500224216483541 -> 97 150 +idx: 133 entropy_left: 0.9640787648082292 entropy_right : 0.5225593745369408 -> 97 150 +idx: 134 entropy_left: 0.9568886656798212 entropy_right : 0.5435644431995964 -> 97 150 +idx: 135 entropy_left: 0.9677884628267679 entropy_right : 0.35335933502142136 -> 97 150 +idx: 137 entropy_left: 0.9544340029249649 entropy_right : 0.39124356362925566 -> 97 150 +idx: 138 entropy_left: 0.9649567669505688 entropy_right : 0 -> 97 150 +cut: 6.25 index: 99 +start: 97 cut: 99 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8835850861052532 ent1= 0 ent2= 0.8478617451660526 +ig= 0.06771812377565545 delta= 2.735908240179203 N 53 term 0.15917637657208103 +idx: 101 entropy_left: 0 entropy_right : 0.863120568566631 -> 99 150 +idx: 102 entropy_left: 0.9182958340544896 entropy_right : 0.8426578772022391 -> 99 150 +idx: 104 entropy_left: 0.7219280948873623 entropy_right : 0.8589810370425963 -> 99 150 +idx: 105 entropy_left: 0.9182958340544896 entropy_right : 0.8366407419411673 -> 99 150 +idx: 106 entropy_left: 0.863120568566631 entropy_right : 0.8453509366224365 -> 99 150 +idx: 107 entropy_left: 0.9544340029249649 entropy_right : 0.8203636429576732 -> 99 150 +idx: 109 entropy_left: 0.8812908992306927 entropy_right : 0.8390040613676977 -> 99 150 +idx: 110 entropy_left: 0.9456603046006402 entropy_right : 0.8112781244591328 -> 99 150 +idx: 113 entropy_left: 0.863120568566631 entropy_right : 0.8418521897563207 -> 99 150 +idx: 114 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 99 150 +idx: 117 entropy_left: 0.8524051786494786 entropy_right : 0.8453509366224365 -> 99 150 +idx: 118 entropy_left: 0.8997437586982626 entropy_right : 0.8112781244591328 -> 99 150 +idx: 120 entropy_left: 0.863120568566631 entropy_right : 0.8366407419411673 -> 99 150 +idx: 122 entropy_left: 0.9321115676166747 entropy_right : 0.74959525725948 -> 99 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 99 150 +idx: 130 entropy_left: 0.9383153522334069 entropy_right : 0.6098403047164004 -> 99 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 99 150 +idx: 133 entropy_left: 0.9366673818775626 entropy_right : 0.5225593745369408 -> 99 150 +idx: 134 entropy_left: 0.9275265884316759 entropy_right : 0.5435644431995964 -> 99 150 +idx: 135 entropy_left: 0.943601631299382 entropy_right : 0.35335933502142136 -> 99 150 +idx: 137 entropy_left: 0.9268190639645772 entropy_right : 0.39124356362925566 -> 99 150 +idx: 138 entropy_left: 0.9418285354475157 entropy_right : 0 -> 99 150 +cut: 6.3 index: 101 +start: 99 cut: 101 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8478617451660526 ent1= 0 ent2= 0.863120568566631 +ig= 0.018589042033407166 delta= 2.837872568858761 N 51 term 0.16630840703202912 +idx: 102 entropy_left: 0 entropy_right : 0.8426578772022391 -> 101 150 +idx: 104 entropy_left: 0.9182958340544896 entropy_right : 0.8589810370425963 -> 101 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 101 150 +idx: 106 entropy_left: 0.9709505944546686 entropy_right : 0.8453509366224365 -> 101 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 101 150 +idx: 109 entropy_left: 0.9544340029249649 entropy_right : 0.8390040613676977 -> 101 150 +idx: 110 entropy_left: 0.9910760598382222 entropy_right : 0.8112781244591328 -> 101 150 +idx: 113 entropy_left: 0.9182958340544896 entropy_right : 0.8418521897563207 -> 101 150 +idx: 114 entropy_left: 0.961236604722876 entropy_right : 0.8112781244591328 -> 101 150 +idx: 117 entropy_left: 0.8960382325345575 entropy_right : 0.8453509366224365 -> 101 150 +idx: 118 entropy_left: 0.9366673818775626 entropy_right : 0.8112781244591328 -> 101 150 +idx: 120 entropy_left: 0.8997437586982626 entropy_right : 0.8366407419411673 -> 101 150 +idx: 122 entropy_left: 0.9587118829771318 entropy_right : 0.74959525725948 -> 101 150 +idx: 127 entropy_left: 0.8904916402194913 entropy_right : 0.828055725379504 -> 101 150 +idx: 130 entropy_left: 0.9575534837147482 entropy_right : 0.6098403047164004 -> 101 150 +idx: 132 entropy_left: 0.9383153522334069 entropy_right : 0.6500224216483541 -> 101 150 +idx: 133 entropy_left: 0.9544340029249649 entropy_right : 0.5225593745369408 -> 101 150 +idx: 134 entropy_left: 0.9456603046006402 entropy_right : 0.5435644431995964 -> 101 150 +idx: 135 entropy_left: 0.9596868937742169 entropy_right : 0.35335933502142136 -> 101 150 +idx: 137 entropy_left: 0.943601631299382 entropy_right : 0.39124356362925566 -> 101 150 +idx: 138 entropy_left: 0.9568886656798212 entropy_right : 0 -> 101 150 +cut: 6.3 index: 102 +start: 101 cut: 102 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.863120568566631 ent1= 0 ent2= 0.8426578772022391 +ig= 0.03765979089913152 delta= 2.7664295393288203 N 49 term 0.17043657224591788 +idx: 104 entropy_left: 0 entropy_right : 0.8589810370425963 -> 102 150 +idx: 105 entropy_left: 0.9182958340544896 entropy_right : 0.8366407419411673 -> 102 150 +idx: 106 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 102 150 +idx: 107 entropy_left: 0.9709505944546686 entropy_right : 0.8203636429576732 -> 102 150 +idx: 109 entropy_left: 0.863120568566631 entropy_right : 0.8390040613676977 -> 102 150 +idx: 110 entropy_left: 0.9544340029249649 entropy_right : 0.8112781244591328 -> 102 150 +idx: 113 entropy_left: 0.8453509366224365 entropy_right : 0.8418521897563207 -> 102 150 +idx: 114 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 102 150 +idx: 117 entropy_left: 0.8366407419411673 entropy_right : 0.8453509366224365 -> 102 150 +idx: 118 entropy_left: 0.8960382325345575 entropy_right : 0.8112781244591328 -> 102 150 +idx: 120 entropy_left: 0.8524051786494786 entropy_right : 0.8366407419411673 -> 102 150 +idx: 122 entropy_left: 0.934068055375491 entropy_right : 0.74959525725948 -> 102 150 +idx: 127 entropy_left: 0.8554508105601307 entropy_right : 0.828055725379504 -> 102 150 +idx: 130 entropy_left: 0.9402859586706309 entropy_right : 0.6098403047164004 -> 102 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 102 150 +idx: 133 entropy_left: 0.9383153522334069 entropy_right : 0.5225593745369408 -> 102 150 +idx: 134 entropy_left: 0.9283620723948678 entropy_right : 0.5435644431995964 -> 102 150 +idx: 135 entropy_left: 0.9456603046006402 entropy_right : 0.35335933502142136 -> 102 150 +idx: 137 entropy_left: 0.9275265884316759 entropy_right : 0.39124356362925566 -> 102 150 +idx: 138 entropy_left: 0.943601631299382 entropy_right : 0 -> 102 150 +cut: 6.3 index: 104 +start: 102 cut: 104 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8426578772022391 ent1= 0 ent2= 0.8589810370425963 +ig= 0.019467716703084226 delta= 2.8400012417383187 N 48 term 0.17488729361283242 +idx: 105 entropy_left: 0 entropy_right : 0.8366407419411673 -> 104 150 +idx: 106 entropy_left: 1.0 entropy_right : 0.8453509366224365 -> 104 150 +idx: 107 entropy_left: 0.9182958340544896 entropy_right : 0.8203636429576732 -> 104 150 +idx: 109 entropy_left: 0.9709505944546686 entropy_right : 0.8390040613676977 -> 104 150 +idx: 110 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 104 150 +idx: 113 entropy_left: 0.9182958340544896 entropy_right : 0.8418521897563207 -> 104 150 +idx: 114 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 104 150 +idx: 117 entropy_left: 0.8904916402194913 entropy_right : 0.8453509366224365 -> 104 150 +idx: 118 entropy_left: 0.9402859586706309 entropy_right : 0.8112781244591328 -> 104 150 +idx: 120 entropy_left: 0.8960382325345575 entropy_right : 0.8366407419411673 -> 104 150 +idx: 122 entropy_left: 0.9640787648082292 entropy_right : 0.74959525725948 -> 104 150 +idx: 127 entropy_left: 0.8865408928220899 entropy_right : 0.828055725379504 -> 104 150 +idx: 130 entropy_left: 0.961236604722876 entropy_right : 0.6098403047164004 -> 104 150 +idx: 132 entropy_left: 0.9402859586706309 entropy_right : 0.6500224216483541 -> 104 150 +idx: 133 entropy_left: 0.9575534837147482 entropy_right : 0.5225593745369408 -> 104 150 +idx: 134 entropy_left: 0.9480782435939054 entropy_right : 0.5435644431995964 -> 104 150 +idx: 135 entropy_left: 0.9629004147713269 entropy_right : 0.35335933502142136 -> 104 150 +idx: 137 entropy_left: 0.9456603046006402 entropy_right : 0.39124356362925566 -> 104 150 +idx: 138 entropy_left: 0.9596868937742169 entropy_right : 0 -> 104 150 +cut: 6.3 index: 105 +start: 104 cut: 105 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8589810370425963 ent1= 0 ent2= 0.8366407419411673 +ig= 0.040528137317541346 delta= 2.762674331854746 N 46 term 0.17944624843879176 +idx: 106 entropy_left: 0 entropy_right : 0.8453509366224365 -> 105 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 105 150 +idx: 109 entropy_left: 0.8112781244591328 entropy_right : 0.8390040613676977 -> 105 150 +idx: 110 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 105 150 +idx: 113 entropy_left: 0.8112781244591328 entropy_right : 0.8418521897563207 -> 105 150 +idx: 114 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 105 150 +idx: 117 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 105 150 +idx: 118 entropy_left: 0.8904916402194913 entropy_right : 0.8112781244591328 -> 105 150 +idx: 120 entropy_left: 0.8366407419411673 entropy_right : 0.8366407419411673 -> 105 150 +idx: 122 entropy_left: 0.9366673818775626 entropy_right : 0.74959525725948 -> 105 150 +idx: 127 entropy_left: 0.8453509366224365 entropy_right : 0.828055725379504 -> 105 150 +idx: 130 entropy_left: 0.9426831892554922 entropy_right : 0.6098403047164004 -> 105 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 105 150 +idx: 133 entropy_left: 0.9402859586706309 entropy_right : 0.5225593745369408 -> 105 150 +idx: 134 entropy_left: 0.9293636260137187 entropy_right : 0.5435644431995964 -> 105 150 +idx: 135 entropy_left: 0.9480782435939054 entropy_right : 0.35335933502142136 -> 105 150 +idx: 137 entropy_left: 0.9283620723948678 entropy_right : 0.39124356362925566 -> 105 150 +idx: 138 entropy_left: 0.9456603046006402 entropy_right : 0 -> 105 150 +cut: 6.3 index: 106 +start: 105 cut: 106 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8366407419411673 ent1= 0 ent2= 0.8453509366224365 +ig= 0.010075381688118279 delta= 2.824775311420143 N 45 term 0.18409348733460978 +idx: 107 entropy_left: 0 entropy_right : 0.8203636429576732 -> 106 150 +idx: 109 entropy_left: 0.9182958340544896 entropy_right : 0.8390040613676977 -> 106 150 +idx: 110 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 106 150 +idx: 113 entropy_left: 0.863120568566631 entropy_right : 0.8418521897563207 -> 106 150 +idx: 114 entropy_left: 0.9544340029249649 entropy_right : 0.8112781244591328 -> 106 150 +idx: 117 entropy_left: 0.8453509366224365 entropy_right : 0.8453509366224365 -> 106 150 +idx: 118 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 106 150 +idx: 120 entropy_left: 0.863120568566631 entropy_right : 0.8366407419411673 -> 106 150 +idx: 122 entropy_left: 0.9544340029249649 entropy_right : 0.74959525725948 -> 106 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 106 150 +idx: 130 entropy_left: 0.9544340029249649 entropy_right : 0.6098403047164004 -> 106 150 +idx: 132 entropy_left: 0.930586129131993 entropy_right : 0.6500224216483541 -> 106 150 +idx: 133 entropy_left: 0.9509560484549725 entropy_right : 0.5225593745369408 -> 106 150 +idx: 134 entropy_left: 0.9402859586706309 entropy_right : 0.5435644431995964 -> 106 150 +idx: 135 entropy_left: 0.9575534837147482 entropy_right : 0.35335933502142136 -> 106 150 +idx: 137 entropy_left: 0.9383153522334069 entropy_right : 0.39124356362925566 -> 106 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 106 150 +cut: 6.3 index: 107 +start: 106 cut: 107 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8453509366224365 ent1= 0 ent2= 0.8203636429576732 +ig= 0.043631921913801386 delta= 2.7573803347280776 N 44 term 0.18599193385068583 +idx: 109 entropy_left: 0 entropy_right : 0.8390040613676977 -> 107 150 +idx: 110 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 107 150 +idx: 113 entropy_left: 0.6500224216483541 entropy_right : 0.8418521897563207 -> 107 150 +idx: 114 entropy_left: 0.863120568566631 entropy_right : 0.8112781244591328 -> 107 150 +idx: 117 entropy_left: 0.7219280948873623 entropy_right : 0.8453509366224365 -> 107 150 +idx: 118 entropy_left: 0.8453509366224365 entropy_right : 0.8112781244591328 -> 107 150 +idx: 120 entropy_left: 0.7793498372920852 entropy_right : 0.8366407419411673 -> 107 150 +idx: 122 entropy_left: 0.9182958340544896 entropy_right : 0.74959525725948 -> 107 150 +idx: 127 entropy_left: 0.8112781244591328 entropy_right : 0.828055725379504 -> 107 150 +idx: 130 entropy_left: 0.9321115676166747 entropy_right : 0.6098403047164004 -> 107 150 +idx: 132 entropy_left: 0.904381457724494 entropy_right : 0.6500224216483541 -> 107 150 +idx: 133 entropy_left: 0.930586129131993 entropy_right : 0.5225593745369408 -> 107 150 +idx: 134 entropy_left: 0.9182958340544896 entropy_right : 0.5435644431995964 -> 107 150 +idx: 135 entropy_left: 0.9402859586706309 entropy_right : 0.35335933502142136 -> 107 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 107 150 +idx: 138 entropy_left: 0.9383153522334069 entropy_right : 0 -> 107 150 +cut: 6.4 index: 109 +start: 107 cut: 109 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8203636429576732 ent1= 0 ent2= 0.8390040613676977 +ig= 0.020383026304752083 delta= 2.8446357588776534 N 43 term 0.19155705073619567 +idx: 110 entropy_left: 0 entropy_right : 0.8112781244591328 -> 109 150 +idx: 113 entropy_left: 0.8112781244591328 entropy_right : 0.8418521897563207 -> 109 150 +idx: 114 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 109 150 +idx: 117 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 109 150 +idx: 118 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 109 150 +idx: 120 entropy_left: 0.8453509366224365 entropy_right : 0.8366407419411673 -> 109 150 +idx: 122 entropy_left: 0.961236604722876 entropy_right : 0.74959525725948 -> 109 150 +idx: 127 entropy_left: 0.8524051786494786 entropy_right : 0.828055725379504 -> 109 150 +idx: 130 entropy_left: 0.9587118829771318 entropy_right : 0.6098403047164004 -> 109 150 +idx: 132 entropy_left: 0.9321115676166747 entropy_right : 0.6500224216483541 -> 109 150 +idx: 133 entropy_left: 0.9544340029249649 entropy_right : 0.5225593745369408 -> 109 150 +idx: 134 entropy_left: 0.9426831892554922 entropy_right : 0.5435644431995964 -> 109 150 +idx: 135 entropy_left: 0.961236604722876 entropy_right : 0.35335933502142136 -> 109 150 +idx: 137 entropy_left: 0.9402859586706309 entropy_right : 0.39124356362925566 -> 109 150 +idx: 138 entropy_left: 0.9575534837147482 entropy_right : 0 -> 109 150 +cut: 6.4 index: 110 +start: 109 cut: 110 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8390040613676977 ent1= 0 ent2= 0.8112781244591328 +ig= 0.04751320823683636 delta= 2.7519030482404743 N 41 term 0.19692271080799603 +idx: 113 entropy_left: 0 entropy_right : 0.8418521897563207 -> 110 150 +idx: 114 entropy_left: 0.8112781244591328 entropy_right : 0.8112781244591328 -> 110 150 +idx: 117 entropy_left: 0.5916727785823275 entropy_right : 0.8453509366224365 -> 110 150 +idx: 118 entropy_left: 0.8112781244591328 entropy_right : 0.8112781244591328 -> 110 150 +idx: 120 entropy_left: 0.7219280948873623 entropy_right : 0.8366407419411673 -> 110 150 +idx: 122 entropy_left: 0.9182958340544896 entropy_right : 0.74959525725948 -> 110 150 +idx: 127 entropy_left: 0.7871265862012691 entropy_right : 0.828055725379504 -> 110 150 +idx: 130 entropy_left: 0.934068055375491 entropy_right : 0.6098403047164004 -> 110 150 +idx: 132 entropy_left: 0.9023932827949789 entropy_right : 0.6500224216483541 -> 110 150 +idx: 133 entropy_left: 0.9321115676166747 entropy_right : 0.5225593745369408 -> 110 150 +idx: 134 entropy_left: 0.9182958340544896 entropy_right : 0.5435644431995964 -> 110 150 +idx: 135 entropy_left: 0.9426831892554922 entropy_right : 0.35335933502142136 -> 110 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 110 150 +idx: 138 entropy_left: 0.9402859586706309 entropy_right : 0 -> 110 150 +cut: 6.4 index: 113 +start: 110 cut: 113 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8112781244591328 ent1= 0 ent2= 0.8418521897563207 +ig= 0.03256484893453615 delta= 2.86850305265198 N 40 term 0.20384763178785575 +idx: 114 entropy_left: 0 entropy_right : 0.8112781244591328 -> 113 150 +idx: 117 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 113 150 +idx: 118 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 113 150 +idx: 120 entropy_left: 0.863120568566631 entropy_right : 0.8366407419411673 -> 113 150 +idx: 122 entropy_left: 0.9910760598382222 entropy_right : 0.74959525725948 -> 113 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 113 150 +idx: 130 entropy_left: 0.9774178175281716 entropy_right : 0.6098403047164004 -> 113 150 +idx: 132 entropy_left: 0.9494520153879484 entropy_right : 0.6500224216483541 -> 113 150 +idx: 133 entropy_left: 0.9709505944546686 entropy_right : 0.5225593745369408 -> 113 150 +idx: 134 entropy_left: 0.9587118829771318 entropy_right : 0.5435644431995964 -> 113 150 +idx: 135 entropy_left: 0.976020648236615 entropy_right : 0.35335933502142136 -> 113 150 +idx: 137 entropy_left: 0.9544340029249649 entropy_right : 0.39124356362925566 -> 113 150 +idx: 138 entropy_left: 0.9709505944546686 entropy_right : 0 -> 113 150 +cut: 6.4 index: 114 +start: 113 cut: 114 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8418521897563207 ent1= 0 ent2= 0.8112781244591328 +ig= 0.05250050109338056 delta= 2.746206791463228 N 37 term 0.21394950791636597 +idx: 117 entropy_left: 0 entropy_right : 0.8453509366224365 -> 114 150 +idx: 118 entropy_left: 0.8112781244591328 entropy_right : 0.8112781244591328 -> 114 150 +idx: 120 entropy_left: 0.6500224216483541 entropy_right : 0.8366407419411673 -> 114 150 +idx: 122 entropy_left: 0.9544340029249649 entropy_right : 0.74959525725948 -> 114 150 +idx: 127 entropy_left: 0.7793498372920852 entropy_right : 0.828055725379504 -> 114 150 +idx: 130 entropy_left: 0.9544340029249649 entropy_right : 0.6098403047164004 -> 114 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 114 150 +idx: 133 entropy_left: 0.9494520153879484 entropy_right : 0.5225593745369408 -> 114 150 +idx: 134 entropy_left: 0.934068055375491 entropy_right : 0.5435644431995964 -> 114 150 +idx: 135 entropy_left: 0.9587118829771318 entropy_right : 0.35335933502142136 -> 114 150 +idx: 137 entropy_left: 0.9321115676166747 entropy_right : 0.39124356362925566 -> 114 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 114 150 +cut: 6.5 index: 117 +start: 114 cut: 117 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8112781244591328 ent1= 0 ent2= 0.8453509366224365 +ig= 0.03637309922189935 delta= 2.8755005463842114 N 36 term 0.22235509898136602 +idx: 118 entropy_left: 0 entropy_right : 0.8112781244591328 -> 117 150 +idx: 120 entropy_left: 0.9182958340544896 entropy_right : 0.8366407419411673 -> 117 150 +idx: 122 entropy_left: 0.9709505944546686 entropy_right : 0.74959525725948 -> 117 150 +idx: 127 entropy_left: 0.8812908992306927 entropy_right : 0.828055725379504 -> 117 150 +idx: 130 entropy_left: 0.9957274520849256 entropy_right : 0.6098403047164004 -> 117 150 +idx: 132 entropy_left: 0.9709505944546686 entropy_right : 0.6500224216483541 -> 117 150 +idx: 133 entropy_left: 0.9886994082884974 entropy_right : 0.5225593745369408 -> 117 150 +idx: 134 entropy_left: 0.9774178175281716 entropy_right : 0.5435644431995964 -> 117 150 +idx: 135 entropy_left: 0.9910760598382222 entropy_right : 0.35335933502142136 -> 117 150 +idx: 137 entropy_left: 0.9709505944546686 entropy_right : 0.39124356362925566 -> 117 150 +idx: 138 entropy_left: 0.9852281360342516 entropy_right : 0 -> 117 150 +cut: 6.5 index: 118 +start: 117 cut: 118 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8453509366224365 ent1= 0 ent2= 0.8112781244591328 +ig= 0.058656997752974394 delta= 2.739209297730997 N 33 term 0.23452149387063628 +idx: 120 entropy_left: 0 entropy_right : 0.8366407419411673 -> 118 150 +idx: 122 entropy_left: 1.0 entropy_right : 0.74959525725948 -> 118 150 +idx: 127 entropy_left: 0.7642045065086203 entropy_right : 0.828055725379504 -> 118 150 +idx: 130 entropy_left: 0.9798687566511527 entropy_right : 0.6098403047164004 -> 118 150 +idx: 132 entropy_left: 0.9402859586706309 entropy_right : 0.6500224216483541 -> 118 150 +idx: 133 entropy_left: 0.9709505944546686 entropy_right : 0.5225593745369408 -> 118 150 +idx: 134 entropy_left: 0.9544340029249649 entropy_right : 0.5435644431995964 -> 118 150 +idx: 135 entropy_left: 0.9774178175281716 entropy_right : 0.35335933502142136 -> 118 150 +idx: 137 entropy_left: 0.9494520153879484 entropy_right : 0.39124356362925566 -> 118 150 +idx: 138 entropy_left: 0.9709505944546686 entropy_right : 0 -> 118 150 +cut: 6.55 index: 120 +start: 118 cut: 120 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8112781244591328 ent1= 0 ent2= 0.8366407419411673 +ig= 0.02692742888928845 delta= 2.858080157021673 N 32 term 0.24413363960651716 +idx: 122 entropy_left: 0 entropy_right : 0.74959525725948 -> 120 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 120 150 +idx: 130 entropy_left: 1.0 entropy_right : 0.6098403047164004 -> 120 150 +idx: 132 entropy_left: 0.9798687566511527 entropy_right : 0.6500224216483541 -> 120 150 +idx: 133 entropy_left: 0.9957274520849256 entropy_right : 0.5225593745369408 -> 120 150 +idx: 134 entropy_left: 0.9852281360342516 entropy_right : 0.5435644431995964 -> 120 150 +idx: 135 entropy_left: 0.9967916319816366 entropy_right : 0.35335933502142136 -> 120 150 +idx: 137 entropy_left: 0.9774178175281716 entropy_right : 0.39124356362925566 -> 120 150 +idx: 138 entropy_left: 0.9910760598382222 entropy_right : 0 -> 120 150 +cut: 6.65 index: 122 +start: 120 cut: 122 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8366407419411673 ent1= 0 ent2= 0.74959525725948 +ig= 0.13701850183231934 delta= 2.6332639526942296 N 30 term 0.24970816492739342 +idx: 127 entropy_left: 0 entropy_right : 0.828055725379504 -> 122 150 +idx: 130 entropy_left: 0.9544340029249649 entropy_right : 0.6098403047164004 -> 122 150 +idx: 132 entropy_left: 0.8812908992306927 entropy_right : 0.6500224216483541 -> 122 150 +idx: 133 entropy_left: 0.9456603046006402 entropy_right : 0.5225593745369408 -> 122 150 +idx: 134 entropy_left: 0.9182958340544896 entropy_right : 0.5435644431995964 -> 122 150 +idx: 135 entropy_left: 0.961236604722876 entropy_right : 0.35335933502142136 -> 122 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 122 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 122 150 +cut: 6.7 index: 127 +start: 122 cut: 127 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.74959525725948 ent1= 0 ent2= 0.828055725379504 +ig= 0.06940662569774458 delta= 2.9642758582976523 N 28 term 0.2756844057307543 +idx: 130 entropy_left: 0 entropy_right : 0.6098403047164004 -> 127 150 +idx: 132 entropy_left: 0.9709505944546686 entropy_right : 0.6500224216483541 -> 127 150 +idx: 133 entropy_left: 0.9182958340544896 entropy_right : 0.5225593745369408 -> 127 150 +idx: 134 entropy_left: 0.9852281360342516 entropy_right : 0.5435644431995964 -> 127 150 +idx: 135 entropy_left: 0.9544340029249649 entropy_right : 0.35335933502142136 -> 127 150 +idx: 137 entropy_left: 1.0 entropy_right : 0.39124356362925566 -> 127 150 +idx: 138 entropy_left: 0.9940302114769565 entropy_right : 0 -> 127 150 +cut: 6.75 index: 130 +start: 127 cut: 130 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.828055725379504 ent1= 0 ent2= 0.6098403047164004 +ig= 0.2977598082348081 delta= 2.370924080731397 N 23 term 0.2969719869290737 +¡Ding! 6.75 130 +idx: 132 entropy_left: 0 entropy_right : 0.6500224216483541 -> 130 150 +idx: 133 entropy_left: 0.9182958340544896 entropy_right : 0.5225593745369408 -> 130 150 +idx: 134 entropy_left: 0.8112781244591328 entropy_right : 0.5435644431995964 -> 130 150 +idx: 135 entropy_left: 0.9709505944546686 entropy_right : 0.35335933502142136 -> 130 150 +idx: 137 entropy_left: 0.863120568566631 entropy_right : 0.39124356362925566 -> 130 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 130 150 +cut: 6.8 index: 132 +start: 130 cut: 132 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.6098403047164004 ent1= 0 ent2= 0.6500224216483541 +ig= 0.024820125232881685 delta= 2.887719155921512 N 20 term 0.3567823334682549 +idx: 133 entropy_left: 0 entropy_right : 0.5225593745369408 -> 132 150 +idx: 134 entropy_left: 1.0 entropy_right : 0.5435644431995964 -> 132 150 +idx: 135 entropy_left: 0.9182958340544896 entropy_right : 0.35335933502142136 -> 132 150 +idx: 137 entropy_left: 0.9709505944546686 entropy_right : 0.39124356362925566 -> 132 150 +idx: 138 entropy_left: 1.0 entropy_right : 0 -> 132 150 +cut: 6.85 index: 133 +start: 132 cut: 133 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.6500224216483541 ent1= 0 ent2= 0.5225593745369408 +ig= 0.1564941234745767 delta= 2.5524288278347775 N 18 term 0.36888287050472873 +idx: 134 entropy_left: 0 entropy_right : 0.5435644431995964 -> 133 150 +idx: 135 entropy_left: 1.0 entropy_right : 0.35335933502142136 -> 133 150 +idx: 137 entropy_left: 0.8112781244591328 entropy_right : 0.39124356362925566 -> 133 150 +idx: 138 entropy_left: 0.9709505944546686 entropy_right : 0 -> 133 150 +cut: 6.9 index: 134 +start: 133 cut: 134 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.5225593745369408 ent1= 0 ent2= 0.5435644431995964 +ig= 0.010969310349085326 delta= 2.849365059382915 N 17 term 0.4029038270225244 +idx: 135 entropy_left: 0 entropy_right : 0.35335933502142136 -> 134 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 134 150 +idx: 138 entropy_left: 1.0 entropy_right : 0 -> 134 150 +cut: 6.9 index: 135 +start: 134 cut: 135 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.5435644431995964 ent1= 0 ent2= 0.35335933502142136 +ig= 0.21229006661701388 delta= 2.426944705701254 N 16 term 0.39586470633186077 +idx: 137 entropy_left: 0 entropy_right : 0.39124356362925566 -> 135 150 +idx: 138 entropy_left: 0.9182958340544896 entropy_right : 0 -> 135 150 +cut: 6.95 index: 137 +start: 135 cut: 137 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.35335933502142136 ent1= 0 ent2= 0.39124356362925566 +ig= 0.01428157987606643 delta= 2.8831233792732727 N 15 term 0.44603188675539174 +idx: 138 entropy_left: 0 entropy_right : 0 -> 137 150 +cut: 7.05 index: 138 +start: 137 cut: 138 end: 150 +k= 2 k1= 1 k2= 1 ent= 0.39124356362925566 ent1= 0 ent2= 0 +ig= 0.39124356362925566 delta= 2.0248677947990927 N 13 term 0.4315254073477115 +idx: 20 entropy_left: 0 entropy_right : 1.5485806065228545 -> 0 150 +idx: 21 entropy_left: 0.2761954276479391 entropy_right : 1.549829505666378 -> 0 150 +idx: 22 entropy_left: 0.5304060778306042 entropy_right : 1.5511852922535474 -> 0 150 +idx: 24 entropy_left: 0.4971501836369671 entropy_right : 1.5419822842863982 -> 0 150 +idx: 25 entropy_left: 0.6395563653739031 entropy_right : 1.5433449229510985 -> 0 150 +idx: 29 entropy_left: 0.574828144380386 entropy_right : 1.5202013991459298 -> 0 150 +idx: 30 entropy_left: 0.6746799231474564 entropy_right : 1.521677608876836 -> 0 150 +idx: 33 entropy_left: 0.6311718053929063 entropy_right : 1.4992098113026513 -> 0 150 +idx: 34 entropy_left: 0.7085966983474103 entropy_right : 1.5007111828980744 -> 0 150 +idx: 44 entropy_left: 0.5928251064639408 entropy_right : 1.3764263022492553 -> 0 150 +idx: 45 entropy_left: 0.6531791627726858 entropy_right : 1.3779796176519241 -> 0 150 +idx: 51 entropy_left: 0.5990326006132177 entropy_right : 1.2367928607774141 -> 0 150 +idx: 52 entropy_left: 0.6496096346956632 entropy_right : 1.2377158231343603 -> 0 150 +idx: 53 entropy_left: 0.6412482850735854 entropy_right : 1.2046986815511866 -> 0 150 +idx: 58 entropy_left: 0.8211258609270055 entropy_right : 1.2056112071736118 -> 0 150 +idx: 59 entropy_left: 0.8128223064150747 entropy_right : 1.167065448996099 -> 0 150 +idx: 61 entropy_left: 0.8623538561746379 entropy_right : 1.1653351793699953 -> 0 150 +idx: 62 entropy_left: 0.9353028851500502 entropy_right : 1.1687172769890006 -> 0 150 +idx: 68 entropy_left: 1.031929035599206 entropy_right : 1.1573913563403753 -> 0 150 +idx: 69 entropy_left: 1.0246284743137688 entropy_right : 1.109500797247481 -> 0 150 +idx: 70 entropy_left: 1.036186417911213 entropy_right : 1.105866621101474 -> 0 150 +idx: 71 entropy_left: 1.0895830429620594 entropy_right : 1.1104593064416028 -> 0 150 +idx: 72 entropy_left: 1.0822273380873693 entropy_right : 1.0511407586429597 -> 0 150 +idx: 74 entropy_left: 1.1015727511177442 entropy_right : 1.041722068095403 -> 0 150 +idx: 75 entropy_left: 1.1457749842070042 entropy_right : 1.0462881865460743 -> 0 150 +idx: 76 entropy_left: 1.1387129726704701 entropy_right : 0.9568886656798212 -> 0 150 +idx: 77 entropy_left: 1.1468549240968817 entropy_right : 0.9505668528932196 -> 0 150 +idx: 78 entropy_left: 1.1848333092150132 entropy_right : 0.9544340029249649 -> 0 150 +idx: 79 entropy_left: 1.1918623939938016 entropy_right : 0.9477073729342066 -> 0 150 +idx: 81 entropy_left: 1.2548698305334247 entropy_right : 0.9557589912150009 -> 0 150 +idx: 83 entropy_left: 1.2659342914094807 entropy_right : 0.9411864371816835 -> 0 150 +idx: 84 entropy_left: 1.2922669208691815 entropy_right : 0.9456603046006402 -> 0 150 +idx: 87 entropy_left: 1.3041589171425696 entropy_right : 0.9182958340544896 -> 0 150 +idx: 88 entropy_left: 1.327572716814381 entropy_right : 0.9235785996175947 -> 0 150 +idx: 89 entropy_left: 1.330465426809402 entropy_right : 0.9127341558073343 -> 0 150 +idx: 91 entropy_left: 1.3709454625942779 entropy_right : 0.9238422284571814 -> 0 150 +idx: 95 entropy_left: 1.378063041001916 entropy_right : 0.8698926856041563 -> 0 150 +idx: 97 entropy_left: 1.4115390027326744 entropy_right : 0.8835850861052532 -> 0 150 +idx: 99 entropy_left: 1.4130351465796736 entropy_right : 0.8478617451660526 -> 0 150 +idx: 101 entropy_left: 1.4412464483479606 entropy_right : 0.863120568566631 -> 0 150 +idx: 102 entropy_left: 1.4415827640191903 entropy_right : 0.8426578772022391 -> 0 150 +idx: 104 entropy_left: 1.4655411381577925 entropy_right : 0.8589810370425963 -> 0 150 +idx: 105 entropy_left: 1.465665295753282 entropy_right : 0.8366407419411673 -> 0 150 +idx: 106 entropy_left: 1.4762911618692924 entropy_right : 0.8453509366224365 -> 0 150 +idx: 107 entropy_left: 1.4762132849962355 entropy_right : 0.8203636429576732 -> 0 150 +idx: 109 entropy_left: 1.4951379218217782 entropy_right : 0.8390040613676977 -> 0 150 +idx: 110 entropy_left: 1.4949188482339508 entropy_right : 0.8112781244591328 -> 0 150 +idx: 113 entropy_left: 1.5183041104369397 entropy_right : 0.8418521897563207 -> 0 150 +idx: 114 entropy_left: 1.51802714866133 entropy_right : 0.8112781244591328 -> 0 150 +idx: 117 entropy_left: 1.5364854516368571 entropy_right : 0.8453509366224365 -> 0 150 +idx: 118 entropy_left: 1.5361890331151247 entropy_right : 0.8112781244591328 -> 0 150 +idx: 120 entropy_left: 1.5462566034163763 entropy_right : 0.8366407419411673 -> 0 150 +idx: 122 entropy_left: 1.545378825051491 entropy_right : 0.74959525725948 -> 0 150 +idx: 127 entropy_left: 1.5644893588382582 entropy_right : 0.828055725379504 -> 0 150 +idx: 130 entropy_left: 1.562956340286807 entropy_right : 0.6098403047164004 -> 0 150 +idx: 132 entropy_left: 1.5687623685201277 entropy_right : 0.6500224216483541 -> 0 150 +idx: 133 entropy_left: 1.5680951037987416 entropy_right : 0.5225593745369408 -> 0 150 +idx: 134 entropy_left: 1.5706540443736308 entropy_right : 0.5435644431995964 -> 0 150 +idx: 135 entropy_left: 1.5699201014782036 entropy_right : 0.35335933502142136 -> 0 150 +idx: 137 entropy_left: 1.5744201314186457 entropy_right : 0.39124356362925566 -> 0 150 +idx: 138 entropy_left: 1.5736921054134685 entropy_right : 0 -> 0 150 +cut: 4.9 index: 20 +start: 0 cut: 20 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.584962500721156 ent1= 0 ent2= 1.5485806065228545 +ig= 0.24285930840134884 delta= 4.5347105071798195 N 150 term 0.07835919351761322 +¡Ding! 4.9 20 +idx: 21 entropy_left: 0 entropy_right : 1.549829505666378 -> 20 150 +idx: 22 entropy_left: 1.0 entropy_right : 1.5511852922535474 -> 20 150 +idx: 24 entropy_left: 1.5 entropy_right : 1.5419822842863982 -> 20 150 +idx: 25 entropy_left: 1.5219280948873621 entropy_right : 1.5433449229510985 -> 20 150 +idx: 29 entropy_left: 1.224394445405986 entropy_right : 1.5202013991459298 -> 20 150 +idx: 30 entropy_left: 1.295461844238322 entropy_right : 1.521677608876836 -> 20 150 +idx: 33 entropy_left: 1.1401156785146092 entropy_right : 1.4992098113026513 -> 20 150 +idx: 34 entropy_left: 1.1981174211304033 entropy_right : 1.5007111828980744 -> 20 150 +idx: 44 entropy_left: 0.8886865525783176 entropy_right : 1.3764263022492553 -> 20 150 +idx: 45 entropy_left: 0.9510456605801272 entropy_right : 1.3779796176519241 -> 20 150 +idx: 51 entropy_left: 0.8346464646189744 entropy_right : 1.2367928607774141 -> 20 150 +idx: 52 entropy_left: 0.8873068828532795 entropy_right : 1.2377158231343603 -> 20 150 +idx: 53 entropy_left: 0.8710241897828374 entropy_right : 1.2046986815511866 -> 20 150 +idx: 58 entropy_left: 1.0304227640573047 entropy_right : 1.2056112071736118 -> 20 150 +idx: 59 entropy_left: 1.0178199018513787 entropy_right : 1.167065448996099 -> 20 150 +idx: 61 entropy_left: 1.0529744706120385 entropy_right : 1.1653351793699953 -> 20 150 +idx: 62 entropy_left: 1.142610782439526 entropy_right : 1.1687172769890006 -> 20 150 +idx: 68 entropy_left: 1.1872003066827859 entropy_right : 1.1573913563403753 -> 20 150 +idx: 69 entropy_left: 1.1796779956857995 entropy_right : 1.109500797247481 -> 20 150 +idx: 70 entropy_left: 1.1829661954675215 entropy_right : 1.105866621101474 -> 20 150 +idx: 71 entropy_left: 1.2449863769220126 entropy_right : 1.1104593064416028 -> 20 150 +idx: 72 entropy_left: 1.2374609054755092 entropy_right : 1.0511407586429597 -> 20 150 +idx: 74 entropy_left: 1.2411128360359944 entropy_right : 1.041722068095403 -> 20 150 +idx: 75 entropy_left: 1.2906516322752026 entropy_right : 1.0462881865460743 -> 20 150 +idx: 76 entropy_left: 1.2838868242312453 entropy_right : 0.9568886656798212 -> 20 150 +idx: 77 entropy_left: 1.2846682096460251 entropy_right : 0.9505668528932196 -> 20 150 +idx: 78 entropy_left: 1.3259416273344056 entropy_right : 0.9544340029249649 -> 20 150 +idx: 79 entropy_left: 1.325770873768619 entropy_right : 0.9477073729342066 -> 20 150 +idx: 81 entropy_left: 1.3914372992027793 entropy_right : 0.9557589912150009 -> 20 150 +idx: 83 entropy_left: 1.3888730188280565 entropy_right : 0.9411864371816835 -> 20 150 +idx: 84 entropy_left: 1.4153413978136884 entropy_right : 0.9456603046006402 -> 20 150 +idx: 87 entropy_left: 1.4080568512494867 entropy_right : 0.9182958340544896 -> 20 150 +idx: 88 entropy_left: 1.4313232568395167 entropy_right : 0.9235785996175947 -> 20 150 +idx: 89 entropy_left: 1.4281945908435036 entropy_right : 0.9127341558073343 -> 20 150 +idx: 91 entropy_left: 1.4671107315959304 entropy_right : 0.9238422284571814 -> 20 150 +idx: 95 entropy_left: 1.4523626601521826 entropy_right : 0.8698926856041563 -> 20 150 +idx: 97 entropy_left: 1.483849257492287 entropy_right : 0.8835850861052532 -> 20 150 +idx: 99 entropy_left: 1.475556263923774 entropy_right : 0.8478617451660526 -> 20 150 +idx: 101 entropy_left: 1.5012404120907166 entropy_right : 0.863120568566631 -> 20 150 +idx: 102 entropy_left: 1.497066012780834 entropy_right : 0.8426578772022391 -> 20 150 +idx: 104 entropy_left: 1.5179917001861118 entropy_right : 0.8589810370425963 -> 20 150 +idx: 105 entropy_left: 1.5139223281333773 entropy_right : 0.8366407419411673 -> 20 150 +idx: 106 entropy_left: 1.5229320406896163 entropy_right : 0.8453509366224365 -> 20 150 +idx: 107 entropy_left: 1.518850916195339 entropy_right : 0.8203636429576732 -> 20 150 +idx: 109 entropy_left: 1.5344304388132461 entropy_right : 0.8390040613676977 -> 20 150 +idx: 110 entropy_left: 1.5304930567574824 entropy_right : 0.8112781244591328 -> 20 150 +idx: 113 entropy_left: 1.5485591696772643 entropy_right : 0.8418521897563207 -> 20 150 +idx: 114 entropy_left: 1.5449263511786133 entropy_right : 0.8112781244591328 -> 20 150 +idx: 117 entropy_left: 1.5578738449782061 entropy_right : 0.8453509366224365 -> 20 150 +idx: 118 entropy_left: 1.554551861496516 entropy_right : 0.8112781244591328 -> 20 150 +idx: 120 entropy_left: 1.5609563153489605 entropy_right : 0.8366407419411673 -> 20 150 +idx: 122 entropy_left: 1.554507235050814 entropy_right : 0.74959525725948 -> 20 150 +idx: 127 entropy_left: 1.5649556310074497 entropy_right : 0.828055725379504 -> 20 150 +idx: 130 entropy_left: 1.556474260470719 entropy_right : 0.6098403047164004 -> 20 150 +idx: 132 entropy_left: 1.559164748038155 entropy_right : 0.6500224216483541 -> 20 150 +idx: 133 entropy_left: 1.556375214663463 entropy_right : 0.5225593745369408 -> 20 150 +idx: 134 entropy_left: 1.5574319619297041 entropy_right : 0.5435644431995964 -> 20 150 +idx: 135 entropy_left: 1.554665700667645 entropy_right : 0.35335933502142136 -> 20 150 +idx: 137 entropy_left: 1.5562728756453106 entropy_right : 0.39124356362925566 -> 20 150 +idx: 138 entropy_left: 1.553653448786858 entropy_right : 0 -> 20 150 +cut: 4.9 index: 21 +start: 20 cut: 21 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5485806065228545 ent1= 0 ent2= 1.549829505666378 +ig= 0.010672866284679339 delta= 4.647602887205295 N 130 term 0.08968330878945038 +idx: 22 entropy_left: 0 entropy_right : 1.5511852922535474 -> 21 150 +idx: 24 entropy_left: 0.9182958340544896 entropy_right : 1.5419822842863982 -> 21 150 +idx: 25 entropy_left: 1.5 entropy_right : 1.5433449229510985 -> 21 150 +idx: 29 entropy_left: 1.061278124459133 entropy_right : 1.5202013991459298 -> 21 150 +idx: 30 entropy_left: 1.224394445405986 entropy_right : 1.521677608876836 -> 21 150 +idx: 33 entropy_left: 1.0408520829727552 entropy_right : 1.4992098113026513 -> 21 150 +idx: 34 entropy_left: 1.1401156785146092 entropy_right : 1.5007111828980744 -> 21 150 +idx: 44 entropy_left: 0.8076702057269436 entropy_right : 1.3764263022492553 -> 21 150 +idx: 45 entropy_left: 0.8886865525783176 entropy_right : 1.3779796176519241 -> 21 150 +idx: 51 entropy_left: 0.7703437707962479 entropy_right : 1.2367928607774141 -> 21 150 +idx: 52 entropy_left: 0.8346464646189744 entropy_right : 1.2377158231343603 -> 21 150 +idx: 53 entropy_left: 0.8180914641842123 entropy_right : 1.2046986815511866 -> 21 150 +idx: 58 entropy_left: 1.0086232677764626 entropy_right : 1.2056112071736118 -> 21 150 +idx: 59 entropy_left: 0.9952632106202363 entropy_right : 1.167065448996099 -> 21 150 +idx: 61 entropy_left: 1.0368902807106744 entropy_right : 1.1653351793699953 -> 21 150 +idx: 62 entropy_left: 1.1282468200554612 entropy_right : 1.1687172769890006 -> 21 150 +idx: 68 entropy_left: 1.1835119881802911 entropy_right : 1.1573913563403753 -> 21 150 +idx: 69 entropy_left: 1.1752835873133531 entropy_right : 1.109500797247481 -> 21 150 +idx: 70 entropy_left: 1.1796779956857995 entropy_right : 1.105866621101474 -> 21 150 +idx: 71 entropy_left: 1.2424272282706346 entropy_right : 1.1104593064416028 -> 21 150 +idx: 72 entropy_left: 1.2342496730246098 entropy_right : 1.0511407586429597 -> 21 150 +idx: 74 entropy_left: 1.23971286514401 entropy_right : 1.041722068095403 -> 21 150 +idx: 75 entropy_left: 1.2897001922180324 entropy_right : 1.0462881865460743 -> 21 150 +idx: 76 entropy_left: 1.2823527363135774 entropy_right : 0.9568886656798212 -> 21 150 +idx: 77 entropy_left: 1.2838868242312453 entropy_right : 0.9505668528932196 -> 21 150 +idx: 78 entropy_left: 1.3254539799066205 entropy_right : 0.9544340029249649 -> 21 150 +idx: 79 entropy_left: 1.3259416273344056 entropy_right : 0.9477073729342066 -> 21 150 +idx: 81 entropy_left: 1.3918884737423507 entropy_right : 0.9557589912150009 -> 21 150 +idx: 83 entropy_left: 1.3904123254348284 entropy_right : 0.9411864371816835 -> 21 150 +idx: 84 entropy_left: 1.4169128979027155 entropy_right : 0.9456603046006402 -> 21 150 +idx: 87 entropy_left: 1.410869033208931 entropy_right : 0.9182958340544896 -> 21 150 +idx: 88 entropy_left: 1.4341193292809176 entropy_right : 0.9235785996175947 -> 21 150 +idx: 89 entropy_left: 1.4313232568395167 entropy_right : 0.9127341558073343 -> 21 150 +idx: 91 entropy_left: 1.4701128093454605 entropy_right : 0.9238422284571814 -> 21 150 +idx: 95 entropy_left: 1.4564064519519933 entropy_right : 0.8698926856041563 -> 21 150 +idx: 97 entropy_left: 1.4876980378788656 entropy_right : 0.8835850861052532 -> 21 150 +idx: 99 entropy_left: 1.479795298385792 entropy_right : 0.8478617451660526 -> 21 150 +idx: 101 entropy_left: 1.5052408149441479 entropy_right : 0.863120568566631 -> 21 150 +idx: 102 entropy_left: 1.5012404120907166 entropy_right : 0.8426578772022391 -> 21 150 +idx: 104 entropy_left: 1.5218962238597613 entropy_right : 0.8589810370425963 -> 21 150 +idx: 105 entropy_left: 1.5179917001861118 entropy_right : 0.8366407419411673 -> 21 150 +idx: 106 entropy_left: 1.5268598488143097 entropy_right : 0.8453509366224365 -> 21 150 +idx: 107 entropy_left: 1.5229320406896163 entropy_right : 0.8203636429576732 -> 21 150 +idx: 109 entropy_left: 1.538221104127535 entropy_right : 0.8390040613676977 -> 21 150 +idx: 110 entropy_left: 1.5344304388132461 entropy_right : 0.8112781244591328 -> 21 150 +idx: 113 entropy_left: 1.5520475061309855 entropy_right : 0.8418521897563207 -> 21 150 +idx: 114 entropy_left: 1.5485591696772643 entropy_right : 0.8112781244591328 -> 21 150 +idx: 117 entropy_left: 1.5610533930605475 entropy_right : 0.8453509366224365 -> 21 150 +idx: 118 entropy_left: 1.5578738449782061 entropy_right : 0.8112781244591328 -> 21 150 +idx: 120 entropy_left: 1.5639799748754695 entropy_right : 0.8366407419411673 -> 21 150 +idx: 122 entropy_left: 1.5577952437611147 entropy_right : 0.74959525725948 -> 21 150 +idx: 127 entropy_left: 1.5675326407964567 entropy_right : 0.828055725379504 -> 21 150 +idx: 130 entropy_left: 1.559417592797962 entropy_right : 0.6098403047164004 -> 21 150 +idx: 132 entropy_left: 1.5618440335577457 entropy_right : 0.6500224216483541 -> 21 150 +idx: 133 entropy_left: 1.559164748038155 entropy_right : 0.5225593745369408 -> 21 150 +idx: 134 entropy_left: 1.5600931752556502 entropy_right : 0.5435644431995964 -> 21 150 +idx: 135 entropy_left: 1.5574319619297041 entropy_right : 0.35335933502142136 -> 21 150 +idx: 137 entropy_left: 1.55878993121613 entropy_right : 0.39124356362925566 -> 21 150 +idx: 138 entropy_left: 1.5562728756453106 entropy_right : 0 -> 21 150 +cut: 4.95 index: 22 +start: 21 cut: 22 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.549829505666378 ent1= 0 ent2= 1.5511852922535474 +ig= 0.01066890560084266 delta= 4.647923549536232 N 129 term 0.09029398100415684 +idx: 24 entropy_left: 0 entropy_right : 1.5419822842863982 -> 22 150 +idx: 25 entropy_left: 0.9182958340544896 entropy_right : 1.5433449229510985 -> 22 150 +idx: 29 entropy_left: 0.5916727785823275 entropy_right : 1.5202013991459298 -> 22 150 +idx: 30 entropy_left: 0.8112781244591328 entropy_right : 1.521677608876836 -> 22 150 +idx: 33 entropy_left: 0.6840384356390417 entropy_right : 1.4992098113026513 -> 22 150 +idx: 34 entropy_left: 0.8112781244591328 entropy_right : 1.5007111828980744 -> 22 150 +idx: 44 entropy_left: 0.5746356978376794 entropy_right : 1.3764263022492553 -> 22 150 +idx: 45 entropy_left: 0.6665783579949205 entropy_right : 1.3779796176519241 -> 22 150 +idx: 51 entropy_left: 0.5787946246321198 entropy_right : 1.2367928607774141 -> 22 150 +idx: 52 entropy_left: 0.6500224216483541 entropy_right : 1.2377158231343603 -> 22 150 +idx: 53 entropy_left: 0.6373874992221911 entropy_right : 1.2046986815511866 -> 22 150 +idx: 58 entropy_left: 0.8524051786494786 entropy_right : 1.2056112071736118 -> 22 150 +idx: 59 entropy_left: 0.8418521897563207 entropy_right : 1.167065448996099 -> 22 150 +idx: 61 entropy_left: 0.8904916402194913 entropy_right : 1.1653351793699953 -> 22 150 +idx: 62 entropy_left: 1.0368902807106744 entropy_right : 1.1687172769890006 -> 22 150 +idx: 68 entropy_left: 1.1009399433532026 entropy_right : 1.1573913563403753 -> 22 150 +idx: 69 entropy_left: 1.093640174154775 entropy_right : 1.109500797247481 -> 22 150 +idx: 70 entropy_left: 1.0992008221161345 entropy_right : 1.105866621101474 -> 22 150 +idx: 71 entropy_left: 1.1796779956857995 entropy_right : 1.1104593064416028 -> 22 150 +idx: 72 entropy_left: 1.1720147574921704 entropy_right : 1.0511407586429597 -> 22 150 +idx: 74 entropy_left: 1.1788990501208314 entropy_right : 1.041722068095403 -> 22 150 +idx: 75 entropy_left: 1.23971286514401 entropy_right : 1.0462881865460743 -> 22 150 +idx: 76 entropy_left: 1.2326602568158207 entropy_right : 0.9568886656798212 -> 22 150 +idx: 77 entropy_left: 1.2346487866075768 entropy_right : 0.9505668528932196 -> 22 150 +idx: 78 entropy_left: 1.2838868242312453 entropy_right : 0.9544340029249649 -> 22 150 +idx: 79 entropy_left: 1.2846682096460251 entropy_right : 0.9477073729342066 -> 22 150 +idx: 81 entropy_left: 1.3613139330585569 entropy_right : 0.9557589912150009 -> 22 150 +idx: 83 entropy_left: 1.3600340979407453 entropy_right : 0.9411864371816835 -> 22 150 +idx: 84 entropy_left: 1.3904123254348284 entropy_right : 0.9456603046006402 -> 22 150 +idx: 87 entropy_left: 1.3844579647165822 entropy_right : 0.9182958340544896 -> 22 150 +idx: 88 entropy_left: 1.410869033208931 entropy_right : 0.9235785996175947 -> 22 150 +idx: 89 entropy_left: 1.4080568512494867 entropy_right : 0.9127341558073343 -> 22 150 +idx: 91 entropy_left: 1.4518947803168825 entropy_right : 0.9238422284571814 -> 22 150 +idx: 95 entropy_left: 1.4378929868805908 entropy_right : 0.8698926856041563 -> 22 150 +idx: 97 entropy_left: 1.472935039619369 entropy_right : 0.8835850861052532 -> 22 150 +idx: 99 entropy_left: 1.4648232488769368 entropy_right : 0.8478617451660526 -> 22 150 +idx: 101 entropy_left: 1.4932162877956365 entropy_right : 0.863120568566631 -> 22 150 +idx: 102 entropy_left: 1.4890907595250464 entropy_right : 0.8426578772022391 -> 22 150 +idx: 104 entropy_left: 1.5121371519329765 entropy_right : 0.8589810370425963 -> 22 150 +idx: 105 entropy_left: 1.508093739822507 entropy_right : 0.8366407419411673 -> 22 150 +idx: 106 entropy_left: 1.5179917001861118 entropy_right : 0.8453509366224365 -> 22 150 +idx: 107 entropy_left: 1.5139223281333773 entropy_right : 0.8203636429576732 -> 22 150 +idx: 109 entropy_left: 1.5310057241873496 entropy_right : 0.8390040613676977 -> 22 150 +idx: 110 entropy_left: 1.5270676736451225 entropy_right : 0.8112781244591328 -> 22 150 +idx: 113 entropy_left: 1.5468616730129405 entropy_right : 0.8418521897563207 -> 22 150 +idx: 114 entropy_left: 1.5432213335160283 entropy_right : 0.8112781244591328 -> 22 150 +idx: 117 entropy_left: 1.5574319619297041 entropy_right : 0.8453509366224365 -> 22 150 +idx: 118 entropy_left: 1.5541004715340199 entropy_right : 0.8112781244591328 -> 22 150 +idx: 120 entropy_left: 1.5611556337477528 entropy_right : 0.8366407419411673 -> 22 150 +idx: 122 entropy_left: 1.5546755409861306 entropy_right : 0.74959525725948 -> 22 150 +idx: 127 entropy_left: 1.566282638423782 entropy_right : 0.828055725379504 -> 22 150 +idx: 130 entropy_left: 1.5577526146923748 entropy_right : 0.6098403047164004 -> 22 150 +idx: 132 entropy_left: 1.5607751276211168 entropy_right : 0.6500224216483541 -> 22 150 +idx: 133 entropy_left: 1.5579642402274387 entropy_right : 0.5225593745369408 -> 22 150 +idx: 134 entropy_left: 1.559164748038155 entropy_right : 0.5435644431995964 -> 22 150 +idx: 135 entropy_left: 1.556375214663463 entropy_right : 0.35335933502142136 -> 22 150 +idx: 137 entropy_left: 1.558231855890965 entropy_right : 0.39124356362925566 -> 22 150 +idx: 138 entropy_left: 1.5555906954881595 entropy_right : 0 -> 22 150 +cut: 5.0 index: 24 +start: 22 cut: 24 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5511852922535474 ent1= 0 ent2= 1.5419822842863982 +ig= 0.033296481159124314 delta= 4.616247165873277 N 128 term 0.09066353009879252 +idx: 25 entropy_left: 0 entropy_right : 1.5433449229510985 -> 24 150 +idx: 29 entropy_left: 0.7219280948873623 entropy_right : 1.5202013991459298 -> 24 150 +idx: 30 entropy_left: 0.9182958340544896 entropy_right : 1.521677608876836 -> 24 150 +idx: 33 entropy_left: 0.7642045065086203 entropy_right : 1.4992098113026513 -> 24 150 +idx: 34 entropy_left: 0.8812908992306927 entropy_right : 1.5007111828980744 -> 24 150 +idx: 44 entropy_left: 0.6098403047164004 entropy_right : 1.3764263022492553 -> 24 150 +idx: 45 entropy_left: 0.7024665512903903 entropy_right : 1.3779796176519241 -> 24 150 +idx: 51 entropy_left: 0.6051865766334206 entropy_right : 1.2367928607774141 -> 24 150 +idx: 52 entropy_left: 0.676941869780886 entropy_right : 1.2377158231343603 -> 24 150 +idx: 53 entropy_left: 0.6631968402398287 entropy_right : 1.2046986815511866 -> 24 150 +idx: 58 entropy_left: 0.8739810481273578 entropy_right : 1.2056112071736118 -> 24 150 +idx: 59 entropy_left: 0.863120568566631 entropy_right : 1.167065448996099 -> 24 150 +idx: 61 entropy_left: 0.9090221560878149 entropy_right : 1.1653351793699953 -> 24 150 +idx: 62 entropy_left: 1.0606655462587962 entropy_right : 1.1687172769890006 -> 24 150 +idx: 68 entropy_left: 1.1149985556752577 entropy_right : 1.1573913563403753 -> 24 150 +idx: 69 entropy_left: 1.1080734808267854 entropy_right : 1.109500797247481 -> 24 150 +idx: 70 entropy_left: 1.1122129250331756 entropy_right : 1.105866621101474 -> 24 150 +idx: 71 entropy_left: 1.194545119186222 entropy_right : 1.1104593064416028 -> 24 150 +idx: 72 entropy_left: 1.1872003066827859 entropy_right : 1.0511407586429597 -> 24 150 +idx: 74 entropy_left: 1.1914436210393724 entropy_right : 1.041722068095403 -> 24 150 +idx: 75 entropy_left: 1.2532975784630431 entropy_right : 1.0462881865460743 -> 24 150 +idx: 76 entropy_left: 1.2466033489462778 entropy_right : 0.9568886656798212 -> 24 150 +idx: 77 entropy_left: 1.2473860973972195 entropy_right : 0.9505668528932196 -> 24 150 +idx: 78 entropy_left: 1.297231327577664 entropy_right : 0.9544340029249649 -> 24 150 +idx: 79 entropy_left: 1.2968531170351285 entropy_right : 0.9477073729342066 -> 24 150 +idx: 81 entropy_left: 1.3739840876515639 entropy_right : 0.9557589912150009 -> 24 150 +idx: 83 entropy_left: 1.3705732601023841 entropy_right : 0.9411864371816835 -> 24 150 +idx: 84 entropy_left: 1.4009934786687808 entropy_right : 0.9456603046006402 -> 24 150 +idx: 87 entropy_left: 1.3921472236645345 entropy_right : 0.9182958340544896 -> 24 150 +idx: 88 entropy_left: 1.4185644431995963 entropy_right : 0.9235785996175947 -> 24 150 +idx: 89 entropy_left: 1.4148695564698006 entropy_right : 0.9127341558073343 -> 24 150 +idx: 91 entropy_left: 1.4585269870967856 entropy_right : 0.9238422284571814 -> 24 150 +idx: 95 entropy_left: 1.4414340954861538 entropy_right : 0.8698926856041563 -> 24 150 +idx: 97 entropy_left: 1.4762561511389796 entropy_right : 0.8835850861052532 -> 24 150 +idx: 99 entropy_left: 1.4668134449046726 entropy_right : 0.8478617451660526 -> 24 150 +idx: 101 entropy_left: 1.4949188482339508 entropy_right : 0.863120568566631 -> 24 150 +idx: 102 entropy_left: 1.4901944396527276 entropy_right : 0.8426578772022391 -> 24 150 +idx: 104 entropy_left: 1.5128876215181606 entropy_right : 0.8589810370425963 -> 24 150 +idx: 105 entropy_left: 1.5082979986144511 entropy_right : 0.8366407419411673 -> 24 150 +idx: 106 entropy_left: 1.5180083381895495 entropy_right : 0.8453509366224365 -> 24 150 +idx: 107 entropy_left: 1.5134243514707206 entropy_right : 0.8203636429576732 -> 24 150 +idx: 109 entropy_left: 1.530122629268322 entropy_right : 0.8390040613676977 -> 24 150 +idx: 110 entropy_left: 1.5257153697175778 entropy_right : 0.8112781244591328 -> 24 150 +idx: 113 entropy_left: 1.54490062239043 entropy_right : 0.8418521897563207 -> 24 150 +idx: 114 entropy_left: 1.5408469049615863 entropy_right : 0.8112781244591328 -> 24 150 +idx: 117 entropy_left: 1.5544333664039933 entropy_right : 0.8453509366224365 -> 24 150 +idx: 118 entropy_left: 1.5507380564508026 entropy_right : 0.8112781244591328 -> 24 150 +idx: 120 entropy_left: 1.557384036498573 entropy_right : 0.8366407419411673 -> 24 150 +idx: 122 entropy_left: 1.5502477540313635 entropy_right : 0.74959525725948 -> 24 150 +idx: 127 entropy_left: 1.5609148740783336 entropy_right : 0.828055725379504 -> 24 150 +idx: 130 entropy_left: 1.5516017017685246 entropy_right : 0.6098403047164004 -> 24 150 +idx: 132 entropy_left: 1.5542993132861813 entropy_right : 0.6500224216483541 -> 24 150 +idx: 133 entropy_left: 1.551254504144143 entropy_right : 0.5225593745369408 -> 24 150 +idx: 134 entropy_left: 1.552300445892517 entropy_right : 0.5435644431995964 -> 24 150 +idx: 135 entropy_left: 1.5492893488248605 entropy_right : 0.35335933502142136 -> 24 150 +idx: 137 entropy_left: 1.5508523041806783 entropy_right : 0.39124356362925566 -> 24 150 +idx: 138 entropy_left: 1.5480084816425554 entropy_right : 0 -> 24 150 +cut: 5.0 index: 25 +start: 24 cut: 25 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5419822842863982 ent1= 0 ent2= 1.5433449229510985 +ig= 0.010886130565070262 delta= 4.6479441057688256 N 126 term 0.09217244754310248 +idx: 29 entropy_left: 0 entropy_right : 1.5202013991459298 -> 25 150 +idx: 30 entropy_left: 0.7219280948873623 entropy_right : 1.521677608876836 -> 25 150 +idx: 33 entropy_left: 0.5435644431995964 entropy_right : 1.4992098113026513 -> 25 150 +idx: 34 entropy_left: 0.7642045065086203 entropy_right : 1.5007111828980744 -> 25 150 +idx: 44 entropy_left: 0.4854607607459134 entropy_right : 1.3764263022492553 -> 25 150 +idx: 45 entropy_left: 0.6098403047164004 entropy_right : 1.3779796176519241 -> 25 150 +idx: 51 entropy_left: 0.5159469300074474 entropy_right : 1.2367928607774141 -> 25 150 +idx: 52 entropy_left: 0.6051865766334206 entropy_right : 1.2377158231343603 -> 25 150 +idx: 53 entropy_left: 0.5916727785823275 entropy_right : 1.2046986815511866 -> 25 150 +idx: 58 entropy_left: 0.8453509366224365 entropy_right : 1.2056112071736118 -> 25 150 +idx: 59 entropy_left: 0.833764907210665 entropy_right : 1.167065448996099 -> 25 150 +idx: 61 entropy_left: 0.8879763195151351 entropy_right : 1.1653351793699953 -> 25 150 +idx: 62 entropy_left: 1.043233026456561 entropy_right : 1.1687172769890006 -> 25 150 +idx: 68 entropy_left: 1.1103746838736357 entropy_right : 1.1573913563403753 -> 25 150 +idx: 69 entropy_left: 1.102652051070839 entropy_right : 1.109500797247481 -> 25 150 +idx: 70 entropy_left: 1.1080734808267854 entropy_right : 1.105866621101474 -> 25 150 +idx: 71 entropy_left: 1.191603636543317 entropy_right : 1.1104593064416028 -> 25 150 +idx: 72 entropy_left: 1.1835119881802911 entropy_right : 1.0511407586429597 -> 25 150 +idx: 74 entropy_left: 1.1898011817445777 entropy_right : 1.041722068095403 -> 25 150 +idx: 75 entropy_left: 1.2523479506082373 entropy_right : 1.0462881865460743 -> 25 150 +idx: 76 entropy_left: 1.2449863769220126 entropy_right : 0.9568886656798212 -> 25 150 +idx: 77 entropy_left: 1.2466033489462778 entropy_right : 0.9505668528932196 -> 25 150 +idx: 78 entropy_left: 1.2968901961487296 entropy_right : 0.9544340029249649 -> 25 150 +idx: 79 entropy_left: 1.297231327577664 entropy_right : 0.9477073729342066 -> 25 150 +idx: 81 entropy_left: 1.3747976286297399 entropy_right : 0.9557589912150009 -> 25 150 +idx: 83 entropy_left: 1.3725531875543378 entropy_right : 0.9411864371816835 -> 25 150 +idx: 84 entropy_left: 1.4030409766614365 entropy_right : 0.9456603046006402 -> 25 150 +idx: 87 entropy_left: 1.3954965550573624 entropy_right : 0.9182958340544896 -> 25 150 +idx: 88 entropy_left: 1.4219164254677488 entropy_right : 0.9235785996175947 -> 25 150 +idx: 89 entropy_left: 1.4185644431995963 entropy_right : 0.9127341558073343 -> 25 150 +idx: 91 entropy_left: 1.4621038680842193 entropy_right : 0.9238422284571814 -> 25 150 +idx: 95 entropy_left: 1.4460656059951589 entropy_right : 0.8698926856041563 -> 25 150 +idx: 97 entropy_left: 1.4806821149663847 entropy_right : 0.8835850861052532 -> 25 150 +idx: 99 entropy_left: 1.4716260084832968 entropy_right : 0.8478617451660526 -> 25 150 +idx: 101 entropy_left: 1.4994716801681787 entropy_right : 0.863120568566631 -> 25 150 +idx: 102 entropy_left: 1.4949188482339508 entropy_right : 0.8426578772022391 -> 25 150 +idx: 104 entropy_left: 1.5173143758899288 entropy_right : 0.8589810370425963 -> 25 150 +idx: 105 entropy_left: 1.5128876215181606 entropy_right : 0.8366407419411673 -> 25 150 +idx: 106 entropy_left: 1.5224412847266997 entropy_right : 0.8453509366224365 -> 25 150 +idx: 107 entropy_left: 1.5180083381895495 entropy_right : 0.8203636429576732 -> 25 150 +idx: 109 entropy_left: 1.5343848620488534 entropy_right : 0.8390040613676977 -> 25 150 +idx: 110 entropy_left: 1.530122629268322 entropy_right : 0.8112781244591328 -> 25 150 +idx: 113 entropy_left: 1.5488102670635506 entropy_right : 0.8418521897563207 -> 25 150 +idx: 114 entropy_left: 1.54490062239043 entropy_right : 0.8112781244591328 -> 25 150 +idx: 117 entropy_left: 1.5579855528221356 entropy_right : 0.8453509366224365 -> 25 150 +idx: 118 entropy_left: 1.5544333664039933 entropy_right : 0.8112781244591328 -> 25 150 +idx: 120 entropy_left: 1.5607500907359895 entropy_right : 0.8366407419411673 -> 25 150 +idx: 122 entropy_left: 1.553879521231102 entropy_right : 0.74959525725948 -> 25 150 +idx: 127 entropy_left: 1.563765836340899 entropy_right : 0.828055725379504 -> 25 150 +idx: 130 entropy_left: 1.5548233543094725 entropy_right : 0.6098403047164004 -> 25 150 +idx: 132 entropy_left: 1.557232745700588 entropy_right : 0.6500224216483541 -> 25 150 +idx: 133 entropy_left: 1.5542993132861813 entropy_right : 0.5225593745369408 -> 25 150 +idx: 134 entropy_left: 1.5552054863428957 entropy_right : 0.5435644431995964 -> 25 150 +idx: 135 entropy_left: 1.552300445892517 entropy_right : 0.35335933502142136 -> 25 150 +idx: 137 entropy_left: 1.5535925258546306 entropy_right : 0.39124356362925566 -> 25 150 +idx: 138 entropy_left: 1.5508523041806783 entropy_right : 0 -> 25 150 +cut: 5.0 index: 29 +start: 25 cut: 29 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5433449229510985 ent1= 0 ent2= 1.5202013991459298 +ig= 0.07178996857783848 delta= 4.574425618359218 N 125 term 0.09222897542996876 +idx: 30 entropy_left: 0 entropy_right : 1.521677608876836 -> 29 150 +idx: 33 entropy_left: 0.8112781244591328 entropy_right : 1.4992098113026513 -> 29 150 +idx: 34 entropy_left: 0.9709505944546686 entropy_right : 1.5007111828980744 -> 29 150 +idx: 44 entropy_left: 0.5665095065529053 entropy_right : 1.3764263022492553 -> 29 150 +idx: 45 entropy_left: 0.6962122601251458 entropy_right : 1.3779796176519241 -> 29 150 +idx: 51 entropy_left: 0.5746356978376794 entropy_right : 1.2367928607774141 -> 29 150 +idx: 52 entropy_left: 0.6665783579949205 entropy_right : 1.2377158231343603 -> 29 150 +idx: 53 entropy_left: 0.6500224216483541 entropy_right : 1.2046986815511866 -> 29 150 +idx: 58 entropy_left: 0.8935711016541907 entropy_right : 1.2056112071736118 -> 29 150 +idx: 59 entropy_left: 0.8812908992306927 entropy_right : 1.167065448996099 -> 29 150 +idx: 61 entropy_left: 0.9283620723948678 entropy_right : 1.1653351793699953 -> 29 150 +idx: 62 entropy_left: 1.096139159256507 entropy_right : 1.1687172769890006 -> 29 150 +idx: 68 entropy_left: 1.1385936501543064 entropy_right : 1.1573913563403753 -> 29 150 +idx: 69 entropy_left: 1.1320689971054545 entropy_right : 1.109500797247481 -> 29 150 +idx: 70 entropy_left: 1.1339874769112017 entropy_right : 1.105866621101474 -> 29 150 +idx: 71 entropy_left: 1.221694907636328 entropy_right : 1.1104593064416028 -> 29 150 +idx: 72 entropy_left: 1.2146234752771463 entropy_right : 1.0511407586429597 -> 29 150 +idx: 74 entropy_left: 1.2145089432839293 entropy_right : 1.041722068095403 -> 29 150 +idx: 75 entropy_left: 1.2793146867260998 entropy_right : 1.0462881865460743 -> 29 150 +idx: 76 entropy_left: 1.2730452470559679 entropy_right : 0.9568886656798212 -> 29 150 +idx: 77 entropy_left: 1.271782221599798 entropy_right : 0.9505668528932196 -> 29 150 +idx: 78 entropy_left: 1.323326866652724 entropy_right : 0.9544340029249649 -> 29 150 +idx: 79 entropy_left: 1.3209242772281589 entropy_right : 0.9477073729342066 -> 29 150 +idx: 81 entropy_left: 1.3993556675323378 entropy_right : 0.9557589912150009 -> 29 150 +idx: 83 entropy_left: 1.3921472236645345 entropy_right : 0.9411864371816835 -> 29 150 +idx: 84 entropy_left: 1.4226381773606827 entropy_right : 0.9456603046006402 -> 29 150 +idx: 87 entropy_left: 1.408454322194389 entropy_right : 0.9182958340544896 -> 29 150 +idx: 88 entropy_left: 1.4348284294343598 entropy_right : 0.9235785996175947 -> 29 150 +idx: 89 entropy_left: 1.4294732983598406 entropy_right : 0.9127341558073343 -> 29 150 +idx: 91 entropy_left: 1.4725137493579352 entropy_right : 0.9238422284571814 -> 29 150 +idx: 95 entropy_left: 1.4495701653254023 entropy_right : 0.8698926856041563 -> 29 150 +idx: 97 entropy_left: 1.4836591643979629 entropy_right : 0.8835850861052532 -> 29 150 +idx: 99 entropy_left: 1.4716774936810642 entropy_right : 0.8478617451660526 -> 29 150 +idx: 101 entropy_left: 1.498872146878066 entropy_right : 0.863120568566631 -> 29 150 +idx: 102 entropy_left: 1.4930166887541538 entropy_right : 0.8426578772022391 -> 29 150 +idx: 104 entropy_left: 1.5146319490241265 entropy_right : 0.8589810370425963 -> 29 150 +idx: 105 entropy_left: 1.5090275125326515 entropy_right : 0.8366407419411673 -> 29 150 +idx: 106 entropy_left: 1.518172665753515 entropy_right : 0.8453509366224365 -> 29 150 +idx: 107 entropy_left: 1.5126362849284707 entropy_right : 0.8203636429576732 -> 29 150 +idx: 109 entropy_left: 1.5281843786247746 entropy_right : 0.8390040613676977 -> 29 150 +idx: 110 entropy_left: 1.52292446851929 entropy_right : 0.8112781244591328 -> 29 150 +idx: 113 entropy_left: 1.540319313990849 entropy_right : 0.8418521897563207 -> 29 150 +idx: 114 entropy_left: 1.5355405577499845 entropy_right : 0.8112781244591328 -> 29 150 +idx: 117 entropy_left: 1.5473158084406657 entropy_right : 0.8453509366224365 -> 29 150 +idx: 118 entropy_left: 1.543007267402686 entropy_right : 0.8112781244591328 -> 29 150 +idx: 120 entropy_left: 1.5484739108446754 entropy_right : 0.8366407419411673 -> 29 150 +idx: 122 entropy_left: 1.5402513451679312 entropy_right : 0.74959525725948 -> 29 150 +idx: 127 entropy_left: 1.5482156423395383 entropy_right : 0.828055725379504 -> 29 150 +idx: 130 entropy_left: 1.5376917861959223 entropy_right : 0.6098403047164004 -> 29 150 +idx: 132 entropy_left: 1.539449789759387 entropy_right : 0.6500224216483541 -> 29 150 +idx: 133 entropy_left: 1.5360485008483817 entropy_right : 0.5225593745369408 -> 29 150 +idx: 134 entropy_left: 1.5366468930089403 entropy_right : 0.5435644431995964 -> 29 150 +idx: 135 entropy_left: 1.5333008164572508 entropy_right : 0.35335933502142136 -> 29 150 +idx: 137 entropy_left: 1.5340120338817291 entropy_right : 0.39124356362925566 -> 29 150 +idx: 138 entropy_left: 1.530871713949455 entropy_right : 0 -> 29 150 +cut: 5.0 index: 30 +start: 29 cut: 30 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5202013991459298 ent1= 0 ent2= 1.521677608876836 +ig= 0.011099638276340196 delta= 4.6482848189674435 N 121 term 0.09549731747583441 +idx: 33 entropy_left: 0 entropy_right : 1.4992098113026513 -> 30 150 +idx: 34 entropy_left: 0.8112781244591328 entropy_right : 1.5007111828980744 -> 30 150 +idx: 44 entropy_left: 0.37123232664087563 entropy_right : 1.3764263022492553 -> 30 150 +idx: 45 entropy_left: 0.5665095065529053 entropy_right : 1.3779796176519241 -> 30 150 +idx: 51 entropy_left: 0.4537163391869448 entropy_right : 1.2367928607774141 -> 30 150 +idx: 52 entropy_left: 0.5746356978376794 entropy_right : 1.2377158231343603 -> 30 150 +idx: 53 entropy_left: 0.5586293734521992 entropy_right : 1.2046986815511866 -> 30 150 +idx: 58 entropy_left: 0.863120568566631 entropy_right : 1.2056112071736118 -> 30 150 +idx: 59 entropy_left: 0.8497511372532974 entropy_right : 1.167065448996099 -> 30 150 +idx: 61 entropy_left: 0.907165767573082 entropy_right : 1.1653351793699953 -> 30 150 +idx: 62 entropy_left: 1.079439161649138 entropy_right : 1.1687172769890006 -> 30 150 +idx: 68 entropy_left: 1.1363836745395337 entropy_right : 1.1573913563403753 -> 30 150 +idx: 69 entropy_left: 1.1287997673232602 entropy_right : 1.109500797247481 -> 30 150 +idx: 70 entropy_left: 1.1320689971054545 entropy_right : 1.105866621101474 -> 30 150 +idx: 71 entropy_left: 1.221104104343052 entropy_right : 1.1104593064416028 -> 30 150 +idx: 72 entropy_left: 1.2130604396700206 entropy_right : 1.0511407586429597 -> 30 150 +idx: 74 entropy_left: 1.215055533529583 entropy_right : 1.041722068095403 -> 30 150 +idx: 75 entropy_left: 1.2805767575096105 entropy_right : 1.0462881865460743 -> 30 150 +idx: 76 entropy_left: 1.273461732689636 entropy_right : 0.9568886656798212 -> 30 150 +idx: 77 entropy_left: 1.2730452470559679 entropy_right : 0.9505668528932196 -> 30 150 +idx: 78 entropy_left: 1.3250112108241772 entropy_right : 0.9544340029249649 -> 30 150 +idx: 79 entropy_left: 1.323326866652724 entropy_right : 0.9477073729342066 -> 30 150 +idx: 81 entropy_left: 1.402081402756032 entropy_right : 0.9557589912150009 -> 30 150 +idx: 83 entropy_left: 1.3960185675642185 entropy_right : 0.9411864371816835 -> 30 150 +idx: 84 entropy_left: 1.4265076973297228 entropy_right : 0.9456603046006402 -> 30 150 +idx: 87 entropy_left: 1.4135563800703668 entropy_right : 0.9182958340544896 -> 30 150 +idx: 88 entropy_left: 1.4398683625590178 entropy_right : 0.9235785996175947 -> 30 150 +idx: 89 entropy_left: 1.4348284294343598 entropy_right : 0.9127341558073343 -> 30 150 +idx: 91 entropy_left: 1.4776169519137876 entropy_right : 0.9238422284571814 -> 30 150 +idx: 95 entropy_left: 1.4556221732103853 entropy_right : 0.8698926856041563 -> 30 150 +idx: 97 entropy_left: 1.489391643473373 entropy_right : 0.8835850861052532 -> 30 150 +idx: 99 entropy_left: 1.4777468341000446 entropy_right : 0.8478617451660526 -> 30 150 +idx: 101 entropy_left: 1.504577050984356 entropy_right : 0.863120568566631 -> 30 150 +idx: 102 entropy_left: 1.498872146878066 entropy_right : 0.8426578772022391 -> 30 150 +idx: 104 entropy_left: 1.5200907086043647 entropy_right : 0.8589810370425963 -> 30 150 +idx: 105 entropy_left: 1.5146319490241265 entropy_right : 0.8366407419411673 -> 30 150 +idx: 106 entropy_left: 1.5235739093430942 entropy_right : 0.8453509366224365 -> 30 150 +idx: 107 entropy_left: 1.518172665753515 entropy_right : 0.8203636429576732 -> 30 150 +idx: 109 entropy_left: 1.5333121048269875 entropy_right : 0.8390040613676977 -> 30 150 +idx: 110 entropy_left: 1.5281843786247746 entropy_right : 0.8112781244591328 -> 30 150 +idx: 113 entropy_left: 1.544962682484281 entropy_right : 0.8418521897563207 -> 30 150 +idx: 114 entropy_left: 1.540319313990849 entropy_right : 0.8112781244591328 -> 30 150 +idx: 117 entropy_left: 1.551486596164451 entropy_right : 0.8453509366224365 -> 30 150 +idx: 118 entropy_left: 1.5473158084406657 entropy_right : 0.8112781244591328 -> 30 150 +idx: 120 entropy_left: 1.5523892173146852 entropy_right : 0.8366407419411673 -> 30 150 +idx: 122 entropy_left: 1.5444239694802433 entropy_right : 0.74959525725948 -> 30 150 +idx: 127 entropy_left: 1.5514723039742495 entropy_right : 0.828055725379504 -> 30 150 +idx: 130 entropy_left: 1.5413152774012366 entropy_right : 0.6098403047164004 -> 30 150 +idx: 132 entropy_left: 1.5427407553061978 entropy_right : 0.6500224216483541 -> 30 150 +idx: 133 entropy_left: 1.539449789759387 entropy_right : 0.5225593745369408 -> 30 150 +idx: 134 entropy_left: 1.5398878436678525 entropy_right : 0.5435644431995964 -> 30 150 +idx: 135 entropy_left: 1.5366468930089403 entropy_right : 0.35335933502142136 -> 30 150 +idx: 137 entropy_left: 1.5370490001936568 entropy_right : 0.39124356362925566 -> 30 150 +idx: 138 entropy_left: 1.5340120338817291 entropy_right : 0 -> 30 150 +cut: 5.1 index: 33 +start: 30 cut: 33 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.521677608876836 ent1= 0 ent2= 1.4992098113026513 +ig= 0.05994804285675093 delta= 4.57645279705217 N 120 term 0.09559392133633429 +idx: 34 entropy_left: 0 entropy_right : 1.5007111828980744 -> 33 150 +idx: 44 entropy_left: 0.4394969869215134 entropy_right : 1.3764263022492553 -> 33 150 +idx: 45 entropy_left: 0.6500224216483541 entropy_right : 1.3779796176519241 -> 33 150 +idx: 51 entropy_left: 0.5032583347756457 entropy_right : 1.2367928607774141 -> 33 150 +idx: 52 entropy_left: 0.6292492238560345 entropy_right : 1.2377158231343603 -> 33 150 +idx: 53 entropy_left: 0.6098403047164004 entropy_right : 1.2046986815511866 -> 33 150 +idx: 58 entropy_left: 0.904381457724494 entropy_right : 1.2056112071736118 -> 33 150 +idx: 59 entropy_left: 0.8904916402194913 entropy_right : 1.167065448996099 -> 33 150 +idx: 61 entropy_left: 0.9402859586706309 entropy_right : 1.1653351793699953 -> 33 150 +idx: 62 entropy_left: 1.1242592373746325 entropy_right : 1.1687172769890006 -> 33 150 +idx: 68 entropy_left: 1.1561787304889202 entropy_right : 1.1573913563403753 -> 33 150 +idx: 69 entropy_left: 1.1501854804581977 entropy_right : 1.109500797247481 -> 33 150 +idx: 70 entropy_left: 1.1500617154483042 entropy_right : 1.105866621101474 -> 33 150 +idx: 71 entropy_left: 1.2427303803729568 entropy_right : 1.1104593064416028 -> 33 150 +idx: 72 entropy_left: 1.236032213759607 entropy_right : 1.0511407586429597 -> 33 150 +idx: 74 entropy_left: 1.2319621350284407 entropy_right : 1.041722068095403 -> 33 150 +idx: 75 entropy_left: 1.2993633238421214 entropy_right : 1.0462881865460743 -> 33 150 +idx: 76 entropy_left: 1.2936094957266198 entropy_right : 0.9568886656798212 -> 33 150 +idx: 77 entropy_left: 1.2905199077676452 entropy_right : 0.9505668528932196 -> 33 150 +idx: 78 entropy_left: 1.3434702568607588 entropy_right : 0.9544340029249649 -> 33 150 +idx: 79 entropy_left: 1.3392721352590145 entropy_right : 0.9477073729342066 -> 33 150 +idx: 81 entropy_left: 1.4185644431995963 entropy_right : 0.9557589912150009 -> 33 150 +idx: 83 entropy_left: 1.4080488723348807 entropy_right : 0.9411864371816835 -> 33 150 +idx: 84 entropy_left: 1.4384630807544665 entropy_right : 0.9456603046006402 -> 33 150 +idx: 87 entropy_left: 1.4196730020815134 entropy_right : 0.9182958340544896 -> 33 150 +idx: 88 entropy_left: 1.4459033762515259 entropy_right : 0.9235785996175947 -> 33 150 +idx: 89 entropy_left: 1.4391294142581823 entropy_right : 0.9127341558073343 -> 33 150 +idx: 91 entropy_left: 1.4814308333061716 entropy_right : 0.9238422284571814 -> 33 150 +idx: 95 entropy_left: 1.4535828837865412 entropy_right : 0.8698926856041563 -> 33 150 +idx: 97 entropy_left: 1.4869015389218596 entropy_right : 0.8835850861052532 -> 33 150 +idx: 99 entropy_left: 1.47283015230032 entropy_right : 0.8478617451660526 -> 33 150 +idx: 101 entropy_left: 1.4991298893975544 entropy_right : 0.863120568566631 -> 33 150 +idx: 102 entropy_left: 1.4923596540293003 entropy_right : 0.8426578772022391 -> 33 150 +idx: 104 entropy_left: 1.5129527183657314 entropy_right : 0.8589810370425963 -> 33 150 +idx: 105 entropy_left: 1.5065420643391485 entropy_right : 0.8366407419411673 -> 33 150 +idx: 106 entropy_left: 1.5151610003501055 entropy_right : 0.8453509366224365 -> 33 150 +idx: 107 entropy_left: 1.5088745246622877 entropy_right : 0.8203636429576732 -> 33 150 +idx: 109 entropy_left: 1.5233671360000942 entropy_right : 0.8390040613676977 -> 33 150 +idx: 110 entropy_left: 1.5174480580708334 entropy_right : 0.8112781244591328 -> 33 150 +idx: 113 entropy_left: 1.5332288946792918 entropy_right : 0.8418521897563207 -> 33 150 +idx: 114 entropy_left: 1.5279067065978253 entropy_right : 0.8112781244591328 -> 33 150 +idx: 117 entropy_left: 1.538075564045685 entropy_right : 0.8453509366224365 -> 33 150 +idx: 118 entropy_left: 1.5333232048629988 entropy_right : 0.8112781244591328 -> 33 150 +idx: 120 entropy_left: 1.5377559674303916 entropy_right : 0.8366407419411673 -> 33 150 +idx: 122 entropy_left: 1.5287642104483186 entropy_right : 0.74959525725948 -> 33 150 +idx: 127 entropy_left: 1.5343941913830057 entropy_right : 0.828055725379504 -> 33 150 +idx: 130 entropy_left: 1.523071016430478 entropy_right : 0.6098403047164004 -> 33 150 +idx: 132 entropy_left: 1.5240294109795434 entropy_right : 0.6500224216483541 -> 33 150 +idx: 133 entropy_left: 1.520398271617716 entropy_right : 0.5225593745369408 -> 33 150 +idx: 134 entropy_left: 1.5206178114026545 entropy_right : 0.5435644431995964 -> 33 150 +idx: 135 entropy_left: 1.5170584650102175 entropy_right : 0.35335933502142136 -> 33 150 +idx: 137 entropy_left: 1.5170523105906335 entropy_right : 0.39124356362925566 -> 33 150 +idx: 138 entropy_left: 1.5137301230425602 entropy_right : 0 -> 33 150 +cut: 5.1 index: 34 +start: 33 cut: 34 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.4992098113026513 ent1= 0 ent2= 1.5007111828980744 +ig= 0.011325219711397994 delta= 4.648360304560994 N 117 term 0.0983447974332356 +idx: 44 entropy_left: 0 entropy_right : 1.3764263022492553 -> 34 150 +idx: 45 entropy_left: 0.4394969869215134 entropy_right : 1.3779796176519241 -> 34 150 +idx: 51 entropy_left: 0.3227569588973983 entropy_right : 1.2367928607774141 -> 34 150 +idx: 52 entropy_left: 0.5032583347756457 entropy_right : 1.2377158231343603 -> 34 150 +idx: 53 entropy_left: 0.4854607607459134 entropy_right : 1.2046986815511866 -> 34 150 +idx: 58 entropy_left: 0.8708644692353646 entropy_right : 1.2056112071736118 -> 34 150 +idx: 59 entropy_left: 0.8554508105601307 entropy_right : 1.167065448996099 -> 34 150 +idx: 61 entropy_left: 0.9182958340544896 entropy_right : 1.1653351793699953 -> 34 150 +idx: 62 entropy_left: 1.107784384952517 entropy_right : 1.1687172769890006 -> 34 150 +idx: 68 entropy_left: 1.1562272836006513 entropy_right : 1.1573913563403753 -> 34 150 +idx: 69 entropy_left: 1.1488835401005122 entropy_right : 1.109500797247481 -> 34 150 +idx: 70 entropy_left: 1.1501854804581977 entropy_right : 1.105866621101474 -> 34 150 +idx: 71 entropy_left: 1.2443013992660275 entropy_right : 1.1104593064416028 -> 34 150 +idx: 72 entropy_left: 1.2363864108712896 entropy_right : 1.0511407586429597 -> 34 150 +idx: 74 entropy_left: 1.2344977967946407 entropy_right : 1.041722068095403 -> 34 150 +idx: 75 entropy_left: 1.3026227503285144 entropy_right : 1.0462881865460743 -> 34 150 +idx: 76 entropy_left: 1.2958363892911637 entropy_right : 0.9568886656798212 -> 34 150 +idx: 77 entropy_left: 1.2936094957266198 entropy_right : 0.9505668528932196 -> 34 150 +idx: 78 entropy_left: 1.3469477860513406 entropy_right : 0.9544340029249649 -> 34 150 +idx: 79 entropy_left: 1.3434702568607588 entropy_right : 0.9477073729342066 -> 34 150 +idx: 81 entropy_left: 1.422950494647251 entropy_right : 0.9557589912150009 -> 34 150 +idx: 83 entropy_left: 1.4135682830396687 entropy_right : 0.9411864371816835 -> 34 150 +idx: 84 entropy_left: 1.4439032709191701 entropy_right : 0.9456603046006402 -> 34 150 +idx: 87 entropy_left: 1.4262873399004574 entropy_right : 0.9182958340544896 -> 34 150 +idx: 88 entropy_left: 1.4523861943352818 entropy_right : 0.9235785996175947 -> 34 150 +idx: 89 entropy_left: 1.4459033762515259 entropy_right : 0.9127341558073343 -> 34 150 +idx: 91 entropy_left: 1.4878131808507769 entropy_right : 0.9238422284571814 -> 34 150 +idx: 95 entropy_left: 1.4608248015713592 entropy_right : 0.8698926856041563 -> 34 150 +idx: 97 entropy_left: 1.4937095464322434 entropy_right : 0.8835850861052532 -> 34 150 +idx: 99 entropy_left: 1.4799337224591032 entropy_right : 0.8478617451660526 -> 34 150 +idx: 101 entropy_left: 1.5057662831867211 entropy_right : 0.863120568566631 -> 34 150 +idx: 102 entropy_left: 1.4991298893975544 entropy_right : 0.8426578772022391 -> 34 150 +idx: 104 entropy_left: 1.5192305624137816 entropy_right : 0.8589810370425963 -> 34 150 +idx: 105 entropy_left: 1.5129527183657314 entropy_right : 0.8366407419411673 -> 34 150 +idx: 106 entropy_left: 1.5213240183572947 entropy_right : 0.8453509366224365 -> 34 150 +idx: 107 entropy_left: 1.5151610003501055 entropy_right : 0.8203636429576732 -> 34 150 +idx: 109 entropy_left: 1.529162767471135 entropy_right : 0.8390040613676977 -> 34 150 +idx: 110 entropy_left: 1.5233671360000942 entropy_right : 0.8112781244591328 -> 34 150 +idx: 113 entropy_left: 1.5384204755151063 entropy_right : 0.8418521897563207 -> 34 150 +idx: 114 entropy_left: 1.5332288946792918 entropy_right : 0.8112781244591328 -> 34 150 +idx: 117 entropy_left: 1.5426918994072474 entropy_right : 0.8453509366224365 -> 34 150 +idx: 118 entropy_left: 1.538075564045685 entropy_right : 0.8112781244591328 -> 34 150 +idx: 120 entropy_left: 1.5420569181018204 entropy_right : 0.8366407419411673 -> 34 150 +idx: 122 entropy_left: 1.533320797816137 entropy_right : 0.74959525725948 -> 34 150 +idx: 127 entropy_left: 1.5379137608515965 entropy_right : 0.828055725379504 -> 34 150 +idx: 130 entropy_left: 1.5269619764446545 entropy_right : 0.6098403047164004 -> 34 150 +idx: 132 entropy_left: 1.5275487529615783 entropy_right : 0.6500224216483541 -> 34 150 +idx: 133 entropy_left: 1.5240294109795434 entropy_right : 0.5225593745369408 -> 34 150 +idx: 134 entropy_left: 1.524070562860036 entropy_right : 0.5435644431995964 -> 34 150 +idx: 135 entropy_left: 1.5206178114026545 entropy_right : 0.35335933502142136 -> 34 150 +idx: 137 entropy_left: 1.52026917047001 entropy_right : 0.39124356362925566 -> 34 150 +idx: 138 entropy_left: 1.5170523105906335 entropy_right : 0 -> 34 150 +cut: 5.2 index: 44 +start: 34 cut: 44 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5007111828980744 ent1= 0 ent2= 1.3764263022492553 +ig= 0.24294232049789266 delta= 4.271001547828267 N 116 term 0.09583182412735038 +¡Ding! 5.2 44 +idx: 45 entropy_left: 0 entropy_right : 1.3779796176519241 -> 44 150 +idx: 51 entropy_left: 0.5916727785823275 entropy_right : 1.2367928607774141 -> 44 150 +idx: 52 entropy_left: 0.8112781244591328 entropy_right : 1.2377158231343603 -> 44 150 +idx: 53 entropy_left: 0.7642045065086203 entropy_right : 1.2046986815511866 -> 44 150 +idx: 58 entropy_left: 1.0 entropy_right : 1.2056112071736118 -> 44 150 +idx: 59 entropy_left: 0.9967916319816366 entropy_right : 1.167065448996099 -> 44 150 +idx: 61 entropy_left: 0.9975025463691153 entropy_right : 1.1653351793699953 -> 44 150 +idx: 62 entropy_left: 1.2516291673878228 entropy_right : 1.1687172769890006 -> 44 150 +idx: 68 entropy_left: 1.1431558784658322 entropy_right : 1.1573913563403753 -> 44 150 +idx: 69 entropy_left: 1.1585488318903812 entropy_right : 1.109500797247481 -> 44 150 +idx: 70 entropy_left: 1.1416195253341381 entropy_right : 1.105866621101474 -> 44 150 +idx: 71 entropy_left: 1.2538013905715866 entropy_right : 1.1104593064416028 -> 44 150 +idx: 72 entropy_left: 1.2638091738835462 entropy_right : 1.0511407586429597 -> 44 150 +idx: 74 entropy_left: 1.2309595631140104 entropy_right : 1.041722068095403 -> 44 150 +idx: 75 entropy_left: 1.307976359515949 entropy_right : 1.0462881865460743 -> 44 150 +idx: 76 entropy_left: 1.31664733333952 entropy_right : 0.9568886656798212 -> 44 150 +idx: 77 entropy_left: 1.3013862992796092 entropy_right : 0.9505668528932196 -> 44 150 +idx: 78 entropy_left: 1.3590990012374453 entropy_right : 0.9544340029249649 -> 44 150 +idx: 79 entropy_left: 1.3437884540090375 entropy_right : 0.9477073729342066 -> 44 150 +idx: 81 entropy_left: 1.4256132384104512 entropy_right : 0.9557589912150009 -> 44 150 +idx: 83 entropy_left: 1.3964017465710241 entropy_right : 0.9411864371816835 -> 44 150 +idx: 84 entropy_left: 1.4266098981515114 entropy_right : 0.9456603046006402 -> 44 150 +idx: 87 entropy_left: 1.3843662197304327 entropy_right : 0.9182958340544896 -> 44 150 +idx: 88 entropy_left: 1.4105645152423338 entropy_right : 0.9235785996175947 -> 44 150 +idx: 89 entropy_left: 1.3970713079590378 entropy_right : 0.9127341558073343 -> 44 150 +idx: 91 entropy_left: 1.4378981830488653 entropy_right : 0.9238422284571814 -> 44 150 +idx: 95 entropy_left: 1.3885087415373887 entropy_right : 0.8698926856041563 -> 44 150 +idx: 97 entropy_left: 1.4207503473571672 entropy_right : 0.8835850861052532 -> 44 150 +idx: 99 entropy_left: 1.3982088441853116 entropy_right : 0.8478617451660526 -> 44 150 +idx: 101 entropy_left: 1.4231230542732203 entropy_right : 0.863120568566631 -> 44 150 +idx: 102 entropy_left: 1.4127788804267845 entropy_right : 0.8426578772022391 -> 44 150 +idx: 104 entropy_left: 1.431578033211198 entropy_right : 0.8589810370425963 -> 44 150 +idx: 105 entropy_left: 1.4220900521936763 entropy_right : 0.8366407419411673 -> 44 150 +idx: 106 entropy_left: 1.4297712666969145 entropy_right : 0.8453509366224365 -> 44 150 +idx: 107 entropy_left: 1.4206843409707122 entropy_right : 0.8203636429576732 -> 44 150 +idx: 109 entropy_left: 1.4333020260513436 entropy_right : 0.8390040613676977 -> 44 150 +idx: 110 entropy_left: 1.4249748676560043 entropy_right : 0.8112781244591328 -> 44 150 +idx: 113 entropy_left: 1.4378209282715886 entropy_right : 0.8418521897563207 -> 44 150 +idx: 114 entropy_left: 1.43055418918351 entropy_right : 0.8112781244591328 -> 44 150 +idx: 117 entropy_left: 1.4377707632957772 entropy_right : 0.8453509366224365 -> 44 150 +idx: 118 entropy_left: 1.4314614999501034 entropy_right : 0.8112781244591328 -> 44 150 +idx: 120 entropy_left: 1.4340201993083201 entropy_right : 0.8366407419411673 -> 44 150 +idx: 122 entropy_left: 1.4224171655427815 entropy_right : 0.74959525725948 -> 44 150 +idx: 127 entropy_left: 1.4240650747143373 entropy_right : 0.828055725379504 -> 44 150 +idx: 130 entropy_left: 1.4101818214788366 entropy_right : 0.6098403047164004 -> 44 150 +idx: 132 entropy_left: 1.409921745231479 entropy_right : 0.6500224216483541 -> 44 150 +idx: 133 entropy_left: 1.4055932553758037 entropy_right : 0.5225593745369408 -> 44 150 +idx: 134 entropy_left: 1.4052570450171729 entropy_right : 0.5435644431995964 -> 44 150 +idx: 135 entropy_left: 1.4010688958809001 entropy_right : 0.35335933502142136 -> 44 150 +idx: 137 entropy_left: 1.400052234031507 entropy_right : 0.39124356362925566 -> 44 150 +idx: 138 entropy_left: 1.3962125504871692 entropy_right : 0 -> 44 150 +cut: 5.25 index: 45 +start: 44 cut: 45 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.3764263022492553 ent1= 0 ent2= 1.3779796176519241 +ig= 0.011446492311028678 delta= 4.648516135982731 N 106 term 0.10719586465706465 +idx: 51 entropy_left: 0 entropy_right : 1.2367928607774141 -> 45 150 +idx: 52 entropy_left: 0.5916727785823275 entropy_right : 1.2377158231343603 -> 45 150 +idx: 53 entropy_left: 0.5435644431995964 entropy_right : 1.2046986815511866 -> 45 150 +idx: 58 entropy_left: 0.9957274520849256 entropy_right : 1.2056112071736118 -> 45 150 +idx: 59 entropy_left: 0.9852281360342516 entropy_right : 1.167065448996099 -> 45 150 +idx: 61 entropy_left: 1.0 entropy_right : 1.1653351793699953 -> 45 150 +idx: 62 entropy_left: 1.2639334294856337 entropy_right : 1.1687172769890006 -> 45 150 +idx: 68 entropy_left: 1.1625633078480364 entropy_right : 1.1573913563403753 -> 45 150 +idx: 69 entropy_left: 1.1752835873133531 entropy_right : 1.109500797247481 -> 45 150 +idx: 70 entropy_left: 1.1585488318903812 entropy_right : 1.105866621101474 -> 45 150 +idx: 71 entropy_left: 1.2722595663292235 entropy_right : 1.1104593064416028 -> 45 150 +idx: 72 entropy_left: 1.2799749139041574 entropy_right : 1.0511407586429597 -> 45 150 +idx: 74 entropy_left: 1.2474241244334552 entropy_right : 1.041722068095403 -> 45 150 +idx: 75 entropy_left: 1.3248560371987566 entropy_right : 1.0462881865460743 -> 45 150 +idx: 76 entropy_left: 1.3317607101149553 entropy_right : 0.9568886656798212 -> 45 150 +idx: 77 entropy_left: 1.31664733333952 entropy_right : 0.9505668528932196 -> 45 150 +idx: 78 entropy_left: 1.3743214578138507 entropy_right : 0.9544340029249649 -> 45 150 +idx: 79 entropy_left: 1.3590990012374453 entropy_right : 0.9477073729342066 -> 45 150 +idx: 81 entropy_left: 1.4400876246432754 entropy_right : 0.9557589912150009 -> 45 150 +idx: 83 entropy_left: 1.4110278111359231 entropy_right : 0.9411864371816835 -> 45 150 +idx: 84 entropy_left: 1.440686881996416 entropy_right : 0.9456603046006402 -> 45 150 +idx: 87 entropy_left: 1.3984047495234926 entropy_right : 0.9182958340544896 -> 45 150 +idx: 88 entropy_left: 1.4241055030202836 entropy_right : 0.9235785996175947 -> 45 150 +idx: 89 entropy_left: 1.4105645152423338 entropy_right : 0.9127341558073343 -> 45 150 +idx: 91 entropy_left: 1.4503134017471866 entropy_right : 0.9238422284571814 -> 45 150 +idx: 95 entropy_left: 1.400766637523055 entropy_right : 0.8698926856041563 -> 45 150 +idx: 97 entropy_left: 1.4320792052110205 entropy_right : 0.8835850861052532 -> 45 150 +idx: 99 entropy_left: 1.4094544755772227 entropy_right : 0.8478617451660526 -> 45 150 +idx: 101 entropy_left: 1.4334834517752852 entropy_right : 0.863120568566631 -> 45 150 +idx: 102 entropy_left: 1.4231230542732203 entropy_right : 0.8426578772022391 -> 45 150 +idx: 104 entropy_left: 1.4410541035142095 entropy_right : 0.8589810370425963 -> 45 150 +idx: 105 entropy_left: 1.431578033211198 entropy_right : 0.8366407419411673 -> 45 150 +idx: 106 entropy_left: 1.438841894200673 entropy_right : 0.8453509366224365 -> 45 150 +idx: 107 entropy_left: 1.4297712666969145 entropy_right : 0.8203636429576732 -> 45 150 +idx: 109 entropy_left: 1.4415920755789071 entropy_right : 0.8390040613676977 -> 45 150 +idx: 110 entropy_left: 1.4333020260513436 entropy_right : 0.8112781244591328 -> 45 150 +idx: 113 entropy_left: 1.4450194734840949 entropy_right : 0.8418521897563207 -> 45 150 +idx: 114 entropy_left: 1.4378209282715886 entropy_right : 0.8112781244591328 -> 45 150 +idx: 117 entropy_left: 1.4439881597575672 entropy_right : 0.8453509366224365 -> 45 150 +idx: 118 entropy_left: 1.4377707632957772 entropy_right : 0.8112781244591328 -> 45 150 +idx: 120 entropy_left: 1.4396788919399468 entropy_right : 0.8366407419411673 -> 45 150 +idx: 122 entropy_left: 1.4282619056422832 entropy_right : 0.74959525725948 -> 45 150 +idx: 127 entropy_left: 1.4284735370493284 entropy_right : 0.828055725379504 -> 45 150 +idx: 130 entropy_left: 1.4149076471763113 entropy_right : 0.6098403047164004 -> 45 150 +idx: 132 entropy_left: 1.414152505455283 entropy_right : 0.6500224216483541 -> 45 150 +idx: 133 entropy_left: 1.409921745231479 entropy_right : 0.5225593745369408 -> 45 150 +idx: 134 entropy_left: 1.4093509832105067 entropy_right : 0.5435644431995964 -> 45 150 +idx: 135 entropy_left: 1.4052570450171729 entropy_right : 0.35335933502142136 -> 45 150 +idx: 137 entropy_left: 1.403795504390464 entropy_right : 0.39124356362925566 -> 45 150 +idx: 138 entropy_left: 1.400052234031507 entropy_right : 0 -> 45 150 +cut: 5.4 index: 51 +start: 45 cut: 51 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.3779796176519241 ent1= 0 ent2= 1.2367928607774141 +ig= 0.21186063463321947 delta= 4.220295919151194 N 105 term 0.10400700606945035 +¡Ding! 5.4 51 +idx: 52 entropy_left: 0 entropy_right : 1.2377158231343603 -> 51 150 +idx: 53 entropy_left: 1.0 entropy_right : 1.2046986815511866 -> 51 150 +idx: 58 entropy_left: 0.5916727785823275 entropy_right : 1.2056112071736118 -> 51 150 +idx: 59 entropy_left: 0.8112781244591328 entropy_right : 1.167065448996099 -> 51 150 +idx: 61 entropy_left: 0.7219280948873623 entropy_right : 1.1653351793699953 -> 51 150 +idx: 62 entropy_left: 1.0957952550009338 entropy_right : 1.1687172769890006 -> 51 150 +idx: 68 entropy_left: 0.8343470230852539 entropy_right : 1.1573913563403753 -> 51 150 +idx: 69 entropy_left: 0.9444885341662053 entropy_right : 1.109500797247481 -> 51 150 +idx: 70 entropy_left: 0.9132829641650988 entropy_right : 1.105866621101474 -> 51 150 +idx: 71 entropy_left: 1.0540157730728 entropy_right : 1.1104593064416028 -> 51 150 +idx: 72 entropy_left: 1.1254908068679135 entropy_right : 1.0511407586429597 -> 51 150 +idx: 74 entropy_left: 1.0676111603502403 entropy_right : 1.041722068095403 -> 51 150 +idx: 75 entropy_left: 1.158222675578688 entropy_right : 1.0462881865460743 -> 51 150 +idx: 76 entropy_left: 1.2098003386604828 entropy_right : 0.9568886656798212 -> 51 150 +idx: 77 entropy_left: 1.1841636411194805 entropy_right : 0.9505668528932196 -> 51 150 +idx: 78 entropy_left: 1.2486545206672304 entropy_right : 0.9544340029249649 -> 51 150 +idx: 79 entropy_left: 1.2244883781338565 entropy_right : 0.9477073729342066 -> 51 150 +idx: 81 entropy_left: 1.3125559878021227 entropy_right : 0.9557589912150009 -> 51 150 +idx: 83 entropy_left: 1.2700599575900715 entropy_right : 0.9411864371816835 -> 51 150 +idx: 84 entropy_left: 1.3019762161101505 entropy_right : 0.9456603046006402 -> 51 150 +idx: 87 entropy_left: 1.2449187529382073 entropy_right : 0.9182958340544896 -> 51 150 +idx: 88 entropy_left: 1.2730009199061236 entropy_right : 0.9235785996175947 -> 51 150 +idx: 89 entropy_left: 1.255663165580298 entropy_right : 0.9127341558073343 -> 51 150 +idx: 91 entropy_left: 1.2987949406953985 entropy_right : 0.9238422284571814 -> 51 150 +idx: 95 entropy_left: 1.2387413849552513 entropy_right : 0.8698926856041563 -> 51 150 +idx: 97 entropy_left: 1.2733306660180936 entropy_right : 0.8835850861052532 -> 51 150 +idx: 99 entropy_left: 1.24726924853191 entropy_right : 0.8478617451660526 -> 51 150 +idx: 101 entropy_left: 1.2740022896699967 entropy_right : 0.863120568566631 -> 51 150 +idx: 102 entropy_left: 1.2623741775941766 entropy_right : 0.8426578772022391 -> 51 150 +idx: 104 entropy_left: 1.2824555399511839 entropy_right : 0.8589810370425963 -> 51 150 +idx: 105 entropy_left: 1.2720236796955837 entropy_right : 0.8366407419411673 -> 51 150 +idx: 106 entropy_left: 1.2802412641697223 entropy_right : 0.8453509366224365 -> 51 150 +idx: 107 entropy_left: 1.2703862545896736 entropy_right : 0.8203636429576732 -> 51 150 +idx: 109 entropy_left: 1.2839465152590122 entropy_right : 0.8390040613676977 -> 51 150 +idx: 110 entropy_left: 1.2750978150747438 entropy_right : 0.8112781244591328 -> 51 150 +idx: 113 entropy_left: 1.2890020897815337 entropy_right : 0.8418521897563207 -> 51 150 +idx: 114 entropy_left: 1.2814952229224468 entropy_right : 0.8112781244591328 -> 51 150 +idx: 117 entropy_left: 1.2894949485898448 entropy_right : 0.8453509366224365 -> 51 150 +idx: 118 entropy_left: 1.2831665076655923 entropy_right : 0.8112781244591328 -> 51 150 +idx: 120 entropy_left: 1.2861856515445227 entropy_right : 0.8366407419411673 -> 51 150 +idx: 122 entropy_left: 1.274785294596539 entropy_right : 0.74959525725948 -> 51 150 +idx: 127 entropy_left: 1.277660052784842 entropy_right : 0.828055725379504 -> 51 150 +idx: 130 entropy_left: 1.2647051503145113 entropy_right : 0.6098403047164004 -> 51 150 +idx: 132 entropy_left: 1.2650264370370163 entropy_right : 0.6500224216483541 -> 51 150 +idx: 133 entropy_left: 1.2610549127993207 entropy_right : 0.5225593745369408 -> 51 150 +idx: 134 entropy_left: 1.2610161720734205 entropy_right : 0.5435644431995964 -> 51 150 +idx: 135 entropy_left: 1.2572038836412398 entropy_right : 0.35335933502142136 -> 51 150 +idx: 137 entropy_left: 1.2567949149026907 entropy_right : 0.39124356362925566 -> 51 150 +idx: 138 entropy_left: 1.2533710321988052 entropy_right : 0 -> 51 150 +cut: 5.45 index: 52 +start: 51 cut: 52 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2367928607774141 ent1= 0 ent2= 1.2377158231343603 +ig= 0.011579217674714037 delta= 4.646625076845563 N 99 term 0.11375085778748256 +idx: 53 entropy_left: 0 entropy_right : 1.2046986815511866 -> 52 150 +idx: 58 entropy_left: 0.6500224216483541 entropy_right : 1.2056112071736118 -> 52 150 +idx: 59 entropy_left: 0.863120568566631 entropy_right : 1.167065448996099 -> 52 150 +idx: 61 entropy_left: 0.7642045065086203 entropy_right : 1.1653351793699953 -> 52 150 +idx: 62 entropy_left: 1.1567796494470395 entropy_right : 1.1687172769890006 -> 52 150 +idx: 68 entropy_left: 0.8683927290103626 entropy_right : 1.1573913563403753 -> 52 150 +idx: 69 entropy_left: 0.9780155566622415 entropy_right : 1.109500797247481 -> 52 150 +idx: 70 entropy_left: 0.9444885341662053 entropy_right : 1.105866621101474 -> 52 150 +idx: 71 entropy_left: 1.086987702339905 entropy_right : 1.1104593064416028 -> 52 150 +idx: 72 entropy_left: 1.1567796494470395 entropy_right : 1.0511407586429597 -> 52 150 +idx: 74 entropy_left: 1.0957952550009338 entropy_right : 1.041722068095403 -> 52 150 +idx: 75 entropy_left: 1.1863929342238186 entropy_right : 1.0462881865460743 -> 52 150 +idx: 76 entropy_left: 1.2364405016961446 entropy_right : 0.9568886656798212 -> 52 150 +idx: 77 entropy_left: 1.2098003386604828 entropy_right : 0.9505668528932196 -> 52 150 +idx: 78 entropy_left: 1.2736509190759928 entropy_right : 0.9544340029249649 -> 52 150 +idx: 79 entropy_left: 1.2486545206672304 entropy_right : 0.9477073729342066 -> 52 150 +idx: 81 entropy_left: 1.334599425999111 entropy_right : 0.9557589912150009 -> 52 150 +idx: 83 entropy_left: 1.2910357498542626 entropy_right : 0.9411864371816835 -> 52 150 +idx: 84 entropy_left: 1.3218847866691474 entropy_right : 0.9456603046006402 -> 52 150 +idx: 87 entropy_left: 1.2634815907120713 entropy_right : 0.9182958340544896 -> 52 150 +idx: 88 entropy_left: 1.2907148496715317 entropy_right : 0.9235785996175947 -> 52 150 +idx: 89 entropy_left: 1.2730009199061236 entropy_right : 0.9127341558073343 -> 52 150 +idx: 91 entropy_left: 1.314427310128449 entropy_right : 0.9238422284571814 -> 52 150 +idx: 95 entropy_left: 1.2533610514248106 entropy_right : 0.8698926856041563 -> 52 150 +idx: 97 entropy_left: 1.2866280229807059 entropy_right : 0.8835850861052532 -> 52 150 +idx: 99 entropy_left: 1.2602078229255897 entropy_right : 0.8478617451660526 -> 52 150 +idx: 101 entropy_left: 1.285743981839722 entropy_right : 0.863120568566631 -> 52 150 +idx: 102 entropy_left: 1.2740022896699967 entropy_right : 0.8426578772022391 -> 52 150 +idx: 104 entropy_left: 1.2929449855174395 entropy_right : 0.8589810370425963 -> 52 150 +idx: 105 entropy_left: 1.2824555399511839 entropy_right : 0.8366407419411673 -> 52 150 +idx: 106 entropy_left: 1.290137339650643 entropy_right : 0.8453509366224365 -> 52 150 +idx: 107 entropy_left: 1.2802412641697223 entropy_right : 0.8203636429576732 -> 52 150 +idx: 109 entropy_left: 1.2927975726087082 entropy_right : 0.8390040613676977 -> 52 150 +idx: 110 entropy_left: 1.2839465152590122 entropy_right : 0.8112781244591328 -> 52 150 +idx: 113 entropy_left: 1.2964607361371667 entropy_right : 0.8418521897563207 -> 52 150 +idx: 114 entropy_left: 1.2890020897815337 entropy_right : 0.8112781244591328 -> 52 150 +idx: 117 entropy_left: 1.2957378005380122 entropy_right : 0.8453509366224365 -> 52 150 +idx: 118 entropy_left: 1.2894949485898448 entropy_right : 0.8112781244591328 -> 52 150 +idx: 120 entropy_left: 1.2917436782389615 entropy_right : 0.8366407419411673 -> 52 150 +idx: 122 entropy_left: 1.2805280377491564 entropy_right : 0.74959525725948 -> 52 150 +idx: 127 entropy_left: 1.2817402106919733 entropy_right : 0.828055725379504 -> 52 150 +idx: 130 entropy_left: 1.269129492403553 entropy_right : 0.6098403047164004 -> 52 150 +idx: 132 entropy_left: 1.26889047905874 entropy_right : 0.6500224216483541 -> 52 150 +idx: 133 entropy_left: 1.2650264370370163 entropy_right : 0.5225593745369408 -> 52 150 +idx: 134 entropy_left: 1.2647242262739549 entropy_right : 0.5435644431995964 -> 52 150 +idx: 135 entropy_left: 1.2610161720734205 entropy_right : 0.35335933502142136 -> 52 150 +idx: 137 entropy_left: 1.2601109425506647 entropy_right : 0.39124356362925566 -> 52 150 +idx: 138 entropy_left: 1.2567949149026907 entropy_right : 0 -> 52 150 +cut: 5.5 index: 53 +start: 52 cut: 53 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2377158231343603 ent1= 0 ent2= 1.2046986815511866 +ig= 0.04530998527247143 delta= 4.544804765025203 N 98 term 0.11372160823686052 +idx: 58 entropy_left: 0 entropy_right : 1.2056112071736118 -> 53 150 +idx: 59 entropy_left: 0.6500224216483541 entropy_right : 1.167065448996099 -> 53 150 +idx: 61 entropy_left: 0.5435644431995964 entropy_right : 1.1653351793699953 -> 53 150 +idx: 62 entropy_left: 0.9864267287308424 entropy_right : 1.1687172769890006 -> 53 150 +idx: 68 entropy_left: 0.6998428398862386 entropy_right : 1.1573913563403753 -> 53 150 +idx: 69 entropy_left: 0.8683927290103626 entropy_right : 1.109500797247481 -> 53 150 +idx: 70 entropy_left: 0.8343470230852539 entropy_right : 1.105866621101474 -> 53 150 +idx: 71 entropy_left: 0.9864267287308424 entropy_right : 1.1104593064416028 -> 53 150 +idx: 72 entropy_left: 1.086987702339905 entropy_right : 1.0511407586429597 -> 53 150 +idx: 74 entropy_left: 1.0230370655328809 entropy_right : 1.041722068095403 -> 53 150 +idx: 75 entropy_left: 1.1180782093497093 entropy_right : 1.0462881865460743 -> 53 150 +idx: 76 entropy_left: 1.1863929342238186 entropy_right : 0.9568886656798212 -> 53 150 +idx: 77 entropy_left: 1.158222675578688 entropy_right : 0.9505668528932196 -> 53 150 +idx: 78 entropy_left: 1.224381457724494 entropy_right : 0.9544340029249649 -> 53 150 +idx: 79 entropy_left: 1.198183947911799 entropy_right : 0.9477073729342066 -> 53 150 +idx: 81 entropy_left: 1.287054028118727 entropy_right : 0.9557589912150009 -> 53 150 +idx: 83 entropy_left: 1.2419460322060458 entropy_right : 0.9411864371816835 -> 53 150 +idx: 84 entropy_left: 1.2738722345110536 entropy_right : 0.9456603046006402 -> 53 150 +idx: 87 entropy_left: 1.2141272693763827 entropy_right : 0.9182958340544896 -> 53 150 +idx: 88 entropy_left: 1.2423708743932154 entropy_right : 0.9235785996175947 -> 53 150 +idx: 89 entropy_left: 1.224394445405986 entropy_right : 0.9127341558073343 -> 53 150 +idx: 91 entropy_left: 1.2674438038072338 entropy_right : 0.9238422284571814 -> 53 150 +idx: 95 entropy_left: 1.2060026902433665 entropy_right : 0.8698926856041563 -> 53 150 +idx: 97 entropy_left: 1.2406705316766886 entropy_right : 0.8835850861052532 -> 53 150 +idx: 99 entropy_left: 1.214295263080721 entropy_right : 0.8478617451660526 -> 53 150 +idx: 101 entropy_left: 1.2410106928656977 entropy_right : 0.863120568566631 -> 53 150 +idx: 102 entropy_left: 1.2293413843029717 entropy_right : 0.8426578772022391 -> 53 150 +idx: 104 entropy_left: 1.2492864082069246 entropy_right : 0.8589810370425963 -> 53 150 +idx: 105 entropy_left: 1.2389012566026305 entropy_right : 0.8366407419411673 -> 53 150 +idx: 106 entropy_left: 1.2470361469923357 entropy_right : 0.8453509366224365 -> 53 150 +idx: 107 entropy_left: 1.237260201421159 entropy_right : 0.8203636429576732 -> 53 150 +idx: 109 entropy_left: 1.2506472668030133 entropy_right : 0.8390040613676977 -> 53 150 +idx: 110 entropy_left: 1.2419363412184317 entropy_right : 0.8112781244591328 -> 53 150 +idx: 113 entropy_left: 1.2555367253996503 entropy_right : 0.8418521897563207 -> 53 150 +idx: 114 entropy_left: 1.2482389571842902 entropy_right : 0.8112781244591328 -> 53 150 +idx: 117 entropy_left: 1.2559170259774697 entropy_right : 0.8453509366224365 -> 53 150 +idx: 118 entropy_left: 1.2498492777008952 entropy_right : 0.8112781244591328 -> 53 150 +idx: 120 entropy_left: 1.2526673604527443 entropy_right : 0.8366407419411673 -> 53 150 +idx: 122 entropy_left: 1.2418112963539676 entropy_right : 0.74959525725948 -> 53 150 +idx: 127 entropy_left: 1.2443013992660277 entropy_right : 0.828055725379504 -> 53 150 +idx: 130 entropy_left: 1.2322458629112465 entropy_right : 0.6098403047164004 -> 53 150 +idx: 132 entropy_left: 1.232472282457445 entropy_right : 0.6500224216483541 -> 53 150 +idx: 133 entropy_left: 1.228789740397119 entropy_right : 0.5225593745369408 -> 53 150 +idx: 134 entropy_left: 1.22871127017127 entropy_right : 0.5435644431995964 -> 53 150 +idx: 135 entropy_left: 1.2251826138221809 entropy_right : 0.35335933502142136 -> 53 150 +idx: 137 entropy_left: 1.2247083872970776 entropy_right : 0.39124356362925566 -> 53 150 +idx: 138 entropy_left: 1.2215701626281463 entropy_right : 0 -> 53 150 +cut: 5.5 index: 58 +start: 53 cut: 58 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2046986815511866 ent1= 0 ent2= 1.2056112071736118 +ig= 0.06123238196384362 delta= 4.646593766642 N 97 term 0.11578923986972327 +idx: 59 entropy_left: 0 entropy_right : 1.167065448996099 -> 58 150 +idx: 61 entropy_left: 0.9182958340544896 entropy_right : 1.1653351793699953 -> 58 150 +idx: 62 entropy_left: 1.5 entropy_right : 1.1687172769890006 -> 58 150 +idx: 68 entropy_left: 0.9219280948873623 entropy_right : 1.1573913563403753 -> 58 150 +idx: 69 entropy_left: 1.0957952550009338 entropy_right : 1.109500797247481 -> 58 150 +idx: 70 entropy_left: 1.0408520829727552 entropy_right : 1.105866621101474 -> 58 150 +idx: 71 entropy_left: 1.198183947911799 entropy_right : 1.1104593064416028 -> 58 150 +idx: 72 entropy_left: 1.287054028118727 entropy_right : 1.0511407586429597 -> 58 150 +idx: 74 entropy_left: 1.1994602933016414 entropy_right : 1.041722068095403 -> 58 150 +idx: 75 entropy_left: 1.289608558348151 entropy_right : 1.0462881865460743 -> 58 150 +idx: 76 entropy_left: 1.3472230399326601 entropy_right : 0.9568886656798212 -> 58 150 +idx: 77 entropy_left: 1.312430802347936 entropy_right : 0.9505668528932196 -> 58 150 +idx: 78 entropy_left: 1.3709505944546687 entropy_right : 0.9544340029249649 -> 58 150 +idx: 79 entropy_left: 1.3396642639295127 entropy_right : 0.9477073729342066 -> 58 150 +idx: 81 entropy_left: 1.4098449412673983 entropy_right : 0.9557589912150009 -> 58 150 +idx: 83 entropy_left: 1.359330832236536 entropy_right : 0.9411864371816835 -> 58 150 +idx: 84 entropy_left: 1.3829457416591304 entropy_right : 0.9456603046006402 -> 58 150 +idx: 87 entropy_left: 1.3162522199425772 entropy_right : 0.9182958340544896 -> 58 150 +idx: 88 entropy_left: 1.3382689280764646 entropy_right : 0.9235785996175947 -> 58 150 +idx: 89 entropy_left: 1.3183697698891939 entropy_right : 0.9127341558073343 -> 58 150 +idx: 91 entropy_left: 1.3495485525614308 entropy_right : 0.9238422284571814 -> 58 150 +idx: 95 entropy_left: 1.283474826759087 entropy_right : 0.8698926856041563 -> 58 150 +idx: 97 entropy_left: 1.309466962504167 entropy_right : 0.8835850861052532 -> 58 150 +idx: 99 entropy_left: 1.2815531082029132 entropy_right : 0.8478617451660526 -> 58 150 +idx: 101 entropy_left: 1.3006979255585032 entropy_right : 0.863120568566631 -> 58 150 +idx: 102 entropy_left: 1.288649764535596 entropy_right : 0.8426578772022391 -> 58 150 +idx: 104 entropy_left: 1.301574289281613 entropy_right : 0.8589810370425963 -> 58 150 +idx: 105 entropy_left: 1.2911428397964957 entropy_right : 0.8366407419411673 -> 58 150 +idx: 106 entropy_left: 1.2960285244780434 entropy_right : 0.8453509366224365 -> 58 150 +idx: 107 entropy_left: 1.286285229444419 entropy_right : 0.8203636429576732 -> 58 150 +idx: 109 entropy_left: 1.2936692523040243 entropy_right : 0.8390040613676977 -> 58 150 +idx: 110 entropy_left: 1.285207571715559 entropy_right : 0.8112781244591328 -> 58 150 +idx: 113 entropy_left: 1.2906516322752029 entropy_right : 0.8418521897563207 -> 58 150 +idx: 114 entropy_left: 1.2838868242312453 entropy_right : 0.8112781244591328 -> 58 150 +idx: 117 entropy_left: 1.284285038978389 entropy_right : 0.8453509366224365 -> 58 150 +idx: 118 entropy_left: 1.2789490895024977 entropy_right : 0.8112781244591328 -> 58 150 +idx: 120 entropy_left: 1.2773890816706368 entropy_right : 0.8366407419411673 -> 58 150 +idx: 122 entropy_left: 1.2680161172305842 entropy_right : 0.74959525725948 -> 58 150 +idx: 127 entropy_left: 1.261205530128474 entropy_right : 0.828055725379504 -> 58 150 +idx: 130 entropy_left: 1.2516291673878228 entropy_right : 0.6098403047164004 -> 58 150 +idx: 132 entropy_left: 1.2487636811095608 entropy_right : 0.6500224216483541 -> 58 150 +idx: 133 entropy_left: 1.2458385420854454 entropy_right : 0.5225593745369408 -> 58 150 +idx: 134 entropy_left: 1.2443133013206253 entropy_right : 0.5435644431995964 -> 58 150 +idx: 135 entropy_left: 1.2415118510334717 entropy_right : 0.35335933502142136 -> 58 150 +idx: 137 entropy_left: 1.238324798314731 entropy_right : 0.39124356362925566 -> 58 150 +idx: 138 entropy_left: 1.235922331588627 entropy_right : 0 -> 58 150 +cut: 5.55 index: 59 +start: 58 cut: 59 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2056112071736118 ent1= 0 ent2= 1.167065448996099 +ig= 0.051231252188340015 delta= 4.528218915242186 N 92 term 0.11995666908087914 +idx: 61 entropy_left: 0 entropy_right : 1.1653351793699953 -> 59 150 +idx: 62 entropy_left: 0.9182958340544896 entropy_right : 1.1687172769890006 -> 59 150 +idx: 68 entropy_left: 0.5032583347756457 entropy_right : 1.1573913563403753 -> 59 150 +idx: 69 entropy_left: 0.9219280948873623 entropy_right : 1.109500797247481 -> 59 150 +idx: 70 entropy_left: 0.8658566174572235 entropy_right : 1.105866621101474 -> 59 150 +idx: 71 entropy_left: 1.0408520829727552 entropy_right : 1.1104593064416028 -> 59 150 +idx: 72 entropy_left: 1.198183947911799 entropy_right : 1.0511407586429597 -> 59 150 +idx: 74 entropy_left: 1.103307408607834 entropy_right : 1.041722068095403 -> 59 150 +idx: 75 entropy_left: 1.1994602933016414 entropy_right : 1.0462881865460743 -> 59 150 +idx: 76 entropy_left: 1.289608558348151 entropy_right : 0.9568886656798212 -> 59 150 +idx: 77 entropy_left: 1.2516291673878228 entropy_right : 0.9505668528932196 -> 59 150 +idx: 78 entropy_left: 1.3124308023479359 entropy_right : 0.9544340029249649 -> 59 150 +idx: 79 entropy_left: 1.278897902987479 entropy_right : 0.9477073729342066 -> 59 150 +idx: 81 entropy_left: 1.3516871258043608 entropy_right : 0.9557589912150009 -> 59 150 +idx: 83 entropy_left: 1.2987949406953985 entropy_right : 0.9411864371816835 -> 59 150 +idx: 84 entropy_left: 1.3234669541469457 entropy_right : 0.9456603046006402 -> 59 150 +idx: 87 entropy_left: 1.2550327083958783 entropy_right : 0.9182958340544896 -> 59 150 +idx: 88 entropy_left: 1.2782038389853276 entropy_right : 0.9235785996175947 -> 59 150 +idx: 89 entropy_left: 1.258040253688799 entropy_right : 0.9127341558073343 -> 59 150 +idx: 91 entropy_left: 1.2911002747979619 entropy_right : 0.9238422284571814 -> 59 150 +idx: 95 entropy_left: 1.2250335169881907 entropy_right : 0.8698926856041563 -> 59 150 +idx: 97 entropy_left: 1.252760079229674 entropy_right : 0.8835850861052532 -> 59 150 +idx: 99 entropy_left: 1.2251570385077257 entropy_right : 0.8478617451660526 -> 59 150 +idx: 101 entropy_left: 1.2457873952707117 entropy_right : 0.863120568566631 -> 59 150 +idx: 102 entropy_left: 1.2339557062686486 entropy_right : 0.8426578772022391 -> 59 150 +idx: 104 entropy_left: 1.2481570924667444 entropy_right : 0.8589810370425963 -> 59 150 +idx: 105 entropy_left: 1.237978259087945 entropy_right : 0.8366407419411673 -> 59 150 +idx: 106 entropy_left: 1.2434459078088524 entropy_right : 0.8453509366224365 -> 59 150 +idx: 107 entropy_left: 1.2339688836163196 entropy_right : 0.8203636429576732 -> 59 150 +idx: 109 entropy_left: 1.2424272282706346 entropy_right : 0.8390040613676977 -> 59 150 +idx: 110 entropy_left: 1.2342496730246095 entropy_right : 0.8112781244591328 -> 59 150 +idx: 113 entropy_left: 1.2411128360359944 entropy_right : 0.8418521897563207 -> 59 150 +idx: 114 entropy_left: 1.2346487866075766 entropy_right : 0.8112781244591328 -> 59 150 +idx: 117 entropy_left: 1.2362911655622766 entropy_right : 0.8453509366224365 -> 59 150 +idx: 118 entropy_left: 1.2312637634546426 entropy_right : 0.8112781244591328 -> 59 150 +idx: 120 entropy_left: 1.2304597034223903 entropy_right : 0.8366407419411673 -> 59 150 +idx: 122 entropy_left: 1.221694907636328 entropy_right : 0.74959525725948 -> 59 150 +idx: 127 entropy_left: 1.216582055353392 entropy_right : 0.828055725379504 -> 59 150 +idx: 130 entropy_left: 1.2078853229682496 entropy_right : 0.6098403047164004 -> 59 150 +idx: 132 entropy_left: 1.2056338170088083 entropy_right : 0.6500224216483541 -> 59 150 +idx: 133 entropy_left: 1.2029885192377856 entropy_right : 0.5225593745369408 -> 59 150 +idx: 134 entropy_left: 1.2017577888491018 entropy_right : 0.5435644431995964 -> 59 150 +idx: 135 entropy_left: 1.1992296370476179 entropy_right : 0.35335933502142136 -> 59 150 +idx: 137 entropy_left: 1.1966085324354425 entropy_right : 0.39124356362925566 -> 59 150 +idx: 138 entropy_left: 1.1944725384801118 entropy_right : 0 -> 59 150 +cut: 5.6 index: 61 +start: 59 cut: 61 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.167065448996099 ent1= 0 ent2= 1.1653351793699953 +ig= 0.027342031810059675 delta= 4.638665380896414 N 91 term 0.12231338985962735 +idx: 62 entropy_left: 0 entropy_right : 1.1687172769890006 -> 61 150 +idx: 68 entropy_left: 0.5916727785823275 entropy_right : 1.1573913563403753 -> 61 150 +idx: 69 entropy_left: 1.061278124459133 entropy_right : 1.109500797247481 -> 61 150 +idx: 70 entropy_left: 0.9864267287308424 entropy_right : 1.105866621101474 -> 61 150 +idx: 71 entropy_left: 1.1567796494470395 entropy_right : 1.1104593064416028 -> 61 150 +idx: 72 entropy_left: 1.3092966682370037 entropy_right : 1.0511407586429597 -> 61 150 +idx: 74 entropy_left: 1.198183947911799 entropy_right : 1.041722068095403 -> 61 150 +idx: 75 entropy_left: 1.287054028118727 entropy_right : 1.0462881865460743 -> 61 150 +idx: 76 entropy_left: 1.3709505944546687 entropy_right : 0.9568886656798212 -> 61 150 +idx: 77 entropy_left: 1.3294340029249652 entropy_right : 0.9505668528932196 -> 61 150 +idx: 78 entropy_left: 1.383099991189334 entropy_right : 0.9544340029249649 -> 61 150 +idx: 79 entropy_left: 1.3472230399326601 entropy_right : 0.9477073729342066 -> 61 150 +idx: 81 entropy_left: 1.4060075793123286 entropy_right : 0.9557589912150009 -> 61 150 +idx: 83 entropy_left: 1.3516871258043608 entropy_right : 0.9411864371816835 -> 61 150 +idx: 84 entropy_left: 1.370862465083061 entropy_right : 0.9456603046006402 -> 61 150 +idx: 87 entropy_left: 1.3001946428885267 entropy_right : 0.9182958340544896 -> 61 150 +idx: 88 entropy_left: 1.3195212983796363 entropy_right : 0.9235785996175947 -> 61 150 +idx: 89 entropy_left: 1.2987207862212027 entropy_right : 0.9127341558073343 -> 61 150 +idx: 91 entropy_left: 1.3248560371987566 entropy_right : 0.9238422284571814 -> 61 150 +idx: 95 entropy_left: 1.2576735962682495 entropy_right : 0.8698926856041563 -> 61 150 +idx: 97 entropy_left: 1.280672129520887 entropy_right : 0.8835850861052532 -> 61 150 +idx: 99 entropy_left: 1.252760079229674 entropy_right : 0.8478617451660526 -> 61 150 +idx: 101 entropy_left: 1.269433559880332 entropy_right : 0.863120568566631 -> 61 150 +idx: 102 entropy_left: 1.2576262380747258 entropy_right : 0.8426578772022391 -> 61 150 +idx: 104 entropy_left: 1.2682650449469532 entropy_right : 0.8589810370425963 -> 61 150 +idx: 105 entropy_left: 1.2582658857615794 entropy_right : 0.8366407419411673 -> 61 150 +idx: 106 entropy_left: 1.2621161952677336 entropy_right : 0.8453509366224365 -> 61 150 +idx: 107 entropy_left: 1.2528404674681515 entropy_right : 0.8203636429576732 -> 61 150 +idx: 109 entropy_left: 1.2583595230282398 entropy_right : 0.8390040613676977 -> 61 150 +idx: 110 entropy_left: 1.2504757050130606 entropy_right : 0.8112781244591328 -> 61 150 +idx: 113 entropy_left: 1.2534330706295986 entropy_right : 0.8418521897563207 -> 61 150 +idx: 114 entropy_left: 1.2473860973972197 entropy_right : 0.8112781244591328 -> 61 150 +idx: 117 entropy_left: 1.2456186709121666 entropy_right : 0.8453509366224365 -> 61 150 +idx: 118 entropy_left: 1.2410875386343703 entropy_right : 0.8112781244591328 -> 61 150 +idx: 120 entropy_left: 1.2382651015774901 entropy_right : 0.8366407419411673 -> 61 150 +idx: 122 entropy_left: 1.2304597034223903 entropy_right : 0.74959525725948 -> 61 150 +idx: 127 entropy_left: 1.2211369508106262 entropy_right : 0.828055725379504 -> 61 150 +idx: 130 entropy_left: 1.213906716130705 entropy_right : 0.6098403047164004 -> 61 150 +idx: 132 entropy_left: 1.2102772503893786 entropy_right : 0.6500224216483541 -> 61 150 +idx: 133 entropy_left: 1.2080704223069119 entropy_right : 0.5225593745369408 -> 61 150 +idx: 134 entropy_left: 1.206198549451098 entropy_right : 0.5435644431995964 -> 61 150 +idx: 135 entropy_left: 1.2040872420186723 entropy_right : 0.35335933502142136 -> 61 150 +idx: 137 entropy_left: 1.2002701176230874 entropy_right : 0.39124356362925566 -> 61 150 +idx: 138 entropy_left: 1.198547104867554 entropy_right : 0 -> 61 150 +cut: 5.6 index: 62 +start: 61 cut: 62 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1653351793699953 ent1= 0 ent2= 1.1687172769890006 +ig= 0.009749557178623913 delta= 4.65400248263174 N 89 term 0.1248700460816746 +idx: 68 entropy_left: 0 entropy_right : 1.1573913563403753 -> 62 150 +idx: 69 entropy_left: 0.5916727785823275 entropy_right : 1.109500797247481 -> 62 150 +idx: 70 entropy_left: 0.5435644431995964 entropy_right : 1.105866621101474 -> 62 150 +idx: 71 entropy_left: 0.9864267287308424 entropy_right : 1.1104593064416028 -> 62 150 +idx: 72 entropy_left: 1.1567796494470395 entropy_right : 1.0511407586429597 -> 62 150 +idx: 74 entropy_left: 1.0408520829727552 entropy_right : 1.041722068095403 -> 62 150 +idx: 75 entropy_left: 1.198183947911799 entropy_right : 1.0462881865460743 -> 62 150 +idx: 76 entropy_left: 1.287054028118727 entropy_right : 0.9568886656798212 -> 62 150 +idx: 77 entropy_left: 1.2419460322060458 entropy_right : 0.9505668528932196 -> 62 150 +idx: 78 entropy_left: 1.3294340029249652 entropy_right : 0.9544340029249649 -> 62 150 +idx: 79 entropy_left: 1.289608558348151 entropy_right : 0.9477073729342066 -> 62 150 +idx: 81 entropy_left: 1.383807735464083 entropy_right : 0.9557589912150009 -> 62 150 +idx: 83 entropy_left: 1.322305788853309 entropy_right : 0.9411864371816835 -> 62 150 +idx: 84 entropy_left: 1.3516871258043608 entropy_right : 0.9456603046006402 -> 62 150 +idx: 87 entropy_left: 1.2732696895151085 entropy_right : 0.9182958340544896 -> 62 150 +idx: 88 entropy_left: 1.3001946428885267 entropy_right : 0.9235785996175947 -> 62 150 +idx: 89 entropy_left: 1.2773600852070808 entropy_right : 0.9127341558073343 -> 62 150 +idx: 91 entropy_left: 1.3141506221482602 entropy_right : 0.9238422284571814 -> 62 150 +idx: 95 entropy_left: 1.2406705316766886 entropy_right : 0.8698926856041563 -> 62 150 +idx: 97 entropy_left: 1.2707886973584608 entropy_right : 0.8835850861052532 -> 62 150 +idx: 99 entropy_left: 1.2405193035617867 entropy_right : 0.8478617451660526 -> 62 150 +idx: 101 entropy_left: 1.2622604540594544 entropy_right : 0.863120568566631 -> 62 150 +idx: 102 entropy_left: 1.249435498504727 entropy_right : 0.8426578772022391 -> 62 150 +idx: 104 entropy_left: 1.2638091738835462 entropy_right : 0.8589810370425963 -> 62 150 +idx: 105 entropy_left: 1.2529007737565314 entropy_right : 0.8366407419411673 -> 62 150 +idx: 106 entropy_left: 1.2582658857615794 entropy_right : 0.8453509366224365 -> 62 150 +idx: 107 entropy_left: 1.2481570924667444 entropy_right : 0.8203636429576732 -> 62 150 +idx: 109 entropy_left: 1.2561852304054355 entropy_right : 0.8390040613676977 -> 62 150 +idx: 110 entropy_left: 1.2475562489182657 entropy_right : 0.8112781244591328 -> 62 150 +idx: 113 entropy_left: 1.2532975784630431 entropy_right : 0.8418521897563207 -> 62 150 +idx: 114 entropy_left: 1.2466033489462778 entropy_right : 0.8112781244591328 -> 62 150 +idx: 117 entropy_left: 1.2468156164867663 entropy_right : 0.8453509366224365 -> 62 150 +idx: 118 entropy_left: 1.2417221295902683 entropy_right : 0.8112781244591328 -> 62 150 +idx: 120 entropy_left: 1.2399160118080643 entropy_right : 0.8366407419411673 -> 62 150 +idx: 122 entropy_left: 1.2311171656781021 entropy_right : 0.74959525725948 -> 62 150 +idx: 127 entropy_left: 1.223674601549228 entropy_right : 0.828055725379504 -> 62 150 +idx: 130 entropy_left: 1.2152759335052197 entropy_right : 0.6098403047164004 -> 62 150 +idx: 132 entropy_left: 1.212231159180624 entropy_right : 0.6500224216483541 -> 62 150 +idx: 133 entropy_left: 1.2096795274755798 entropy_right : 0.5225593745369408 -> 62 150 +idx: 134 entropy_left: 1.2080704223069119 entropy_right : 0.5435644431995964 -> 62 150 +idx: 135 entropy_left: 1.2056338170088083 entropy_right : 0.35335933502142136 -> 62 150 +idx: 137 entropy_left: 1.2022921890824148 entropy_right : 0.39124356362925566 -> 62 150 +idx: 138 entropy_left: 1.2002701176230874 entropy_right : 0 -> 62 150 +cut: 5.7 index: 68 +start: 62 cut: 68 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1687172769890006 ent1= 0 ent2= 1.1573913563403753 +ig= 0.09023896767183293 delta= 4.609878427828848 N 88 term 0.12560024913269974 +idx: 69 entropy_left: 0 entropy_right : 1.109500797247481 -> 68 150 +idx: 70 entropy_left: 1.0 entropy_right : 1.105866621101474 -> 68 150 +idx: 71 entropy_left: 1.584962500721156 entropy_right : 1.1104593064416028 -> 68 150 +idx: 72 entropy_left: 1.5 entropy_right : 1.0511407586429597 -> 68 150 +idx: 74 entropy_left: 1.4591479170272448 entropy_right : 1.041722068095403 -> 68 150 +idx: 75 entropy_left: 1.5566567074628228 entropy_right : 1.0462881865460743 -> 68 150 +idx: 76 entropy_left: 1.5612781244591327 entropy_right : 0.9568886656798212 -> 68 150 +idx: 77 entropy_left: 1.5304930567574824 entropy_right : 0.9505668528932196 -> 68 150 +idx: 78 entropy_left: 1.5709505944546684 entropy_right : 0.9544340029249649 -> 68 150 +idx: 79 entropy_left: 1.5394847569315018 entropy_right : 0.9477073729342066 -> 68 150 +idx: 81 entropy_left: 1.5485806065228545 entropy_right : 0.9557589912150009 -> 68 150 +idx: 83 entropy_left: 1.5058231002082845 entropy_right : 0.9411864371816835 -> 68 150 +idx: 84 entropy_left: 1.5052408149441479 entropy_right : 0.9456603046006402 -> 68 150 +idx: 87 entropy_left: 1.432983121056005 entropy_right : 0.9182958340544896 -> 68 150 +idx: 88 entropy_left: 1.4406454496153462 entropy_right : 0.9235785996175947 -> 68 150 +idx: 89 entropy_left: 1.4180260055608096 entropy_right : 0.9127341558073343 -> 68 150 +idx: 91 entropy_left: 1.4219115073546411 entropy_right : 0.9238422284571814 -> 68 150 +idx: 95 entropy_left: 1.3516441151533924 entropy_right : 0.8698926856041563 -> 68 150 +idx: 97 entropy_left: 1.3610156764620025 entropy_right : 0.8835850861052532 -> 68 150 +idx: 99 entropy_left: 1.3317607101149556 entropy_right : 0.8478617451660526 -> 68 150 +idx: 101 entropy_left: 1.336894963623501 entropy_right : 0.863120568566631 -> 68 150 +idx: 102 entropy_left: 1.3251318452515368 entropy_right : 0.8426578772022391 -> 68 150 +idx: 104 entropy_left: 1.3250112108241772 entropy_right : 0.8589810370425963 -> 68 150 +idx: 105 entropy_left: 1.315700144231129 entropy_right : 0.8366407419411673 -> 68 150 +idx: 106 entropy_left: 1.3146246119280174 entropy_right : 0.8453509366224365 -> 68 150 +idx: 107 entropy_left: 1.3060830034799225 entropy_right : 0.8203636429576732 -> 68 150 +idx: 109 entropy_left: 1.3026227503285146 entropy_right : 0.8390040613676977 -> 68 150 +idx: 110 entropy_left: 1.2958363892911637 entropy_right : 0.8112781244591328 -> 68 150 +idx: 113 entropy_left: 1.2866926683547546 entropy_right : 0.8418521897563207 -> 68 150 +idx: 114 entropy_left: 1.2822348040887959 entropy_right : 0.8112781244591328 -> 68 150 +idx: 117 entropy_left: 1.2697816169827234 entropy_right : 0.8453509366224365 -> 68 150 +idx: 118 entropy_left: 1.2671379395990745 entropy_right : 0.8112781244591328 -> 68 150 +idx: 120 entropy_left: 1.2579734650037238 entropy_right : 0.8366407419411673 -> 68 150 +idx: 122 entropy_left: 1.2537259296042096 entropy_right : 0.74959525725948 -> 68 150 +idx: 127 entropy_left: 1.2312637634546426 entropy_right : 0.828055725379504 -> 68 150 +idx: 130 entropy_left: 1.22934290810027 entropy_right : 0.6098403047164004 -> 68 150 +idx: 132 entropy_left: 1.2214713865842914 entropy_right : 0.6500224216483541 -> 68 150 +idx: 133 entropy_left: 1.2208087007255004 entropy_right : 0.5225593745369408 -> 68 150 +idx: 134 entropy_left: 1.2169687714285353 entropy_right : 0.5435644431995964 -> 68 150 +idx: 135 entropy_left: 1.216307966981197 entropy_right : 0.35335933502142136 -> 68 150 +idx: 137 entropy_left: 1.2088301752949477 entropy_right : 0.39124356362925566 -> 68 150 +idx: 138 entropy_left: 1.208536257286683 entropy_right : 0 -> 68 150 +cut: 5.7 index: 69 +start: 68 cut: 69 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1573913563403753 ent1= 0 ent2= 1.109500797247481 +ig= 0.061421056620302616 delta= 4.500184512496042 N 82 term 0.13219554287049595 +idx: 70 entropy_left: 0 entropy_right : 1.105866621101474 -> 69 150 +idx: 71 entropy_left: 1.0 entropy_right : 1.1104593064416028 -> 69 150 +idx: 72 entropy_left: 1.584962500721156 entropy_right : 1.0511407586429597 -> 69 150 +idx: 74 entropy_left: 1.3709505944546687 entropy_right : 1.041722068095403 -> 69 150 +idx: 75 entropy_left: 1.4591479170272446 entropy_right : 1.0462881865460743 -> 69 150 +idx: 76 entropy_left: 1.5566567074628228 entropy_right : 0.9568886656798212 -> 69 150 +idx: 77 entropy_left: 1.5 entropy_right : 0.9505668528932196 -> 69 150 +idx: 78 entropy_left: 1.5304930567574826 entropy_right : 0.9544340029249649 -> 69 150 +idx: 79 entropy_left: 1.4854752972273344 entropy_right : 0.9477073729342066 -> 69 150 +idx: 81 entropy_left: 1.4833557549816874 entropy_right : 0.9557589912150009 -> 69 150 +idx: 83 entropy_left: 1.4315602842833155 entropy_right : 0.9411864371816835 -> 69 150 +idx: 84 entropy_left: 1.4294732983598406 entropy_right : 0.9456603046006402 -> 69 150 +idx: 87 entropy_left: 1.3516441151533924 entropy_right : 0.9182958340544896 -> 69 150 +idx: 88 entropy_left: 1.3599924922184878 entropy_right : 0.9235785996175947 -> 69 150 +idx: 89 entropy_left: 1.3366664819166876 entropy_right : 0.9127341558073343 -> 69 150 +idx: 91 entropy_left: 1.342019217819521 entropy_right : 0.9238422284571814 -> 69 150 +idx: 95 entropy_left: 1.2722595663292235 entropy_right : 0.8698926856041563 -> 69 150 +idx: 97 entropy_left: 1.2838868242312453 entropy_right : 0.8835850861052532 -> 69 150 +idx: 99 entropy_left: 1.2555367253996503 entropy_right : 0.8478617451660526 -> 69 150 +idx: 101 entropy_left: 1.2627317300909384 entropy_right : 0.863120568566631 -> 69 150 +idx: 102 entropy_left: 1.251534532637368 entropy_right : 0.8426578772022391 -> 69 150 +idx: 104 entropy_left: 1.2532256180852694 entropy_right : 0.8589810370425963 -> 69 150 +idx: 105 entropy_left: 1.2445366211768707 entropy_right : 0.8366407419411673 -> 69 150 +idx: 106 entropy_left: 1.2443013992660277 entropy_right : 0.8453509366224365 -> 69 150 +idx: 107 entropy_left: 1.2363864108712896 entropy_right : 0.8203636429576732 -> 69 150 +idx: 109 entropy_left: 1.2344977967946407 entropy_right : 0.8390040613676977 -> 69 150 +idx: 110 entropy_left: 1.2283491776835573 entropy_right : 0.8112781244591328 -> 69 150 +idx: 113 entropy_left: 1.2213104423484806 entropy_right : 0.8418521897563207 -> 69 150 +idx: 114 entropy_left: 1.2174939521435744 entropy_right : 0.8112781244591328 -> 69 150 +idx: 117 entropy_left: 1.206908425151817 entropy_right : 0.8453509366224365 -> 69 150 +idx: 118 entropy_left: 1.2048930072454316 entropy_right : 0.8112781244591328 -> 69 150 +idx: 120 entropy_left: 1.1968693094032665 entropy_right : 0.8366407419411673 -> 69 150 +idx: 122 entropy_left: 1.193810314637982 entropy_right : 0.74959525725948 -> 69 150 +idx: 127 entropy_left: 1.1739035750178954 entropy_right : 0.828055725379504 -> 69 150 +idx: 130 entropy_left: 1.1735894123234432 entropy_right : 0.6098403047164004 -> 69 150 +idx: 132 entropy_left: 1.1666300226040138 entropy_right : 0.6500224216483541 -> 69 150 +idx: 133 entropy_left: 1.1664616437886164 entropy_right : 0.5225593745369408 -> 69 150 +idx: 134 entropy_left: 1.16305726747136 entropy_right : 0.5435644431995964 -> 69 150 +idx: 135 entropy_left: 1.1628720819225884 entropy_right : 0.35335933502142136 -> 69 150 +idx: 137 entropy_left: 1.1562272836006513 entropy_right : 0.39124356362925566 -> 69 150 +idx: 138 entropy_left: 1.1563884325185114 entropy_right : 0 -> 69 150 +cut: 5.7 index: 70 +start: 69 cut: 70 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.109500797247481 ent1= 0 ent2= 1.105866621101474 +ig= 0.017286850480593197 delta= 4.632953661336703 N 81 term 0.135245453780544 +idx: 71 entropy_left: 0 entropy_right : 1.1104593064416028 -> 70 150 +idx: 72 entropy_left: 1.0 entropy_right : 1.0511407586429597 -> 70 150 +idx: 74 entropy_left: 1.5 entropy_right : 1.041722068095403 -> 70 150 +idx: 75 entropy_left: 1.5219280948873621 entropy_right : 1.0462881865460743 -> 70 150 +idx: 76 entropy_left: 1.584962500721156 entropy_right : 0.9568886656798212 -> 70 150 +idx: 77 entropy_left: 1.5566567074628228 entropy_right : 0.9505668528932196 -> 70 150 +idx: 78 entropy_left: 1.5612781244591325 entropy_right : 0.9544340029249649 -> 70 150 +idx: 79 entropy_left: 1.5304930567574826 entropy_right : 0.9477073729342066 -> 70 150 +idx: 81 entropy_left: 1.4949188482339508 entropy_right : 0.9557589912150009 -> 70 150 +idx: 83 entropy_left: 1.4604846813131114 entropy_right : 0.9411864371816835 -> 70 150 +idx: 84 entropy_left: 1.4488156357251847 entropy_right : 0.9456603046006402 -> 70 150 +idx: 87 entropy_left: 1.3792804872910602 entropy_right : 0.9182958340544896 -> 70 150 +idx: 88 entropy_left: 1.3821022532543101 entropy_right : 0.9235785996175947 -> 70 150 +idx: 89 entropy_left: 1.3599924922184878 entropy_right : 0.9127341558073343 -> 70 150 +idx: 91 entropy_left: 1.3566695198333112 entropy_right : 0.9238422284571814 -> 70 150 +idx: 95 entropy_left: 1.290564432903234 entropy_right : 0.8698926856041563 -> 70 150 +idx: 97 entropy_left: 1.2972313275776637 entropy_right : 0.8835850861052532 -> 70 150 +idx: 99 entropy_left: 1.2699207259892868 entropy_right : 0.8478617451660526 -> 70 150 +idx: 101 entropy_left: 1.2733667511664173 entropy_right : 0.863120568566631 -> 70 150 +idx: 102 entropy_left: 1.2627317300909384 entropy_right : 0.8426578772022391 -> 70 150 +idx: 104 entropy_left: 1.2612796872684706 entropy_right : 0.8589810370425963 -> 70 150 +idx: 105 entropy_left: 1.2532256180852694 entropy_right : 0.8366407419411673 -> 70 150 +idx: 106 entropy_left: 1.2516291673878228 entropy_right : 0.8453509366224365 -> 70 150 +idx: 107 entropy_left: 1.2443013992660277 entropy_right : 0.8203636429576732 -> 70 150 +idx: 109 entropy_left: 1.2400362501086653 entropy_right : 0.8390040613676977 -> 70 150 +idx: 110 entropy_left: 1.2344977967946407 entropy_right : 0.8112781244591328 -> 70 150 +idx: 113 entropy_left: 1.2244687599090465 entropy_right : 0.8418521897563207 -> 70 150 +idx: 114 entropy_left: 1.2213104423484806 entropy_right : 0.8112781244591328 -> 70 150 +idx: 117 entropy_left: 1.2082534070890902 entropy_right : 0.8453509366224365 -> 70 150 +idx: 118 entropy_left: 1.206908425151817 entropy_right : 0.8112781244591328 -> 70 150 +idx: 120 entropy_left: 1.1974776241409462 entropy_right : 0.8366407419411673 -> 70 150 +idx: 122 entropy_left: 1.1956217818146277 entropy_right : 0.74959525725948 -> 70 150 +idx: 127 entropy_left: 1.172904301194551 entropy_right : 0.828055725379504 -> 70 150 +idx: 130 entropy_left: 1.174189792601739 entropy_right : 0.6098403047164004 -> 70 150 +idx: 132 entropy_left: 1.1663419797861878 entropy_right : 0.6500224216483541 -> 70 150 +idx: 133 entropy_left: 1.1666300226040138 entropy_right : 0.5225593745369408 -> 70 150 +idx: 134 entropy_left: 1.1628175871855553 entropy_right : 0.5435644431995964 -> 70 150 +idx: 135 entropy_left: 1.16305726747136 entropy_right : 0.35335933502142136 -> 70 150 +idx: 137 entropy_left: 1.1556601022395212 entropy_right : 0.39124356362925566 -> 70 150 +idx: 138 entropy_left: 1.1562272836006513 entropy_right : 0 -> 70 150 +cut: 5.7 index: 71 +start: 70 cut: 71 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.105866621101474 ent1= 0 ent2= 1.1104593064416028 +ig= 0.009288055990391175 delta= 4.65763424579511 N 80 term 0.13701768742465267 +idx: 72 entropy_left: 0 entropy_right : 1.0511407586429597 -> 71 150 +idx: 74 entropy_left: 0.9182958340544896 entropy_right : 1.041722068095403 -> 71 150 +idx: 75 entropy_left: 1.5 entropy_right : 1.0462881865460743 -> 71 150 +idx: 76 entropy_left: 1.5219280948873621 entropy_right : 0.9568886656798212 -> 71 150 +idx: 77 entropy_left: 1.4591479170272448 entropy_right : 0.9505668528932196 -> 71 150 +idx: 78 entropy_left: 1.5566567074628228 entropy_right : 0.9544340029249649 -> 71 150 +idx: 79 entropy_left: 1.5 entropy_right : 0.9477073729342066 -> 71 150 +idx: 81 entropy_left: 1.5219280948873621 entropy_right : 0.9557589912150009 -> 71 150 +idx: 83 entropy_left: 1.4591479170272446 entropy_right : 0.9411864371816835 -> 71 150 +idx: 84 entropy_left: 1.4604846813131114 entropy_right : 0.9456603046006402 -> 71 150 +idx: 87 entropy_left: 1.3663146570363986 entropy_right : 0.9182958340544896 -> 71 150 +idx: 88 entropy_left: 1.3792804872910602 entropy_right : 0.9235785996175947 -> 71 150 +idx: 89 entropy_left: 1.3516441151533924 entropy_right : 0.9127341558073343 -> 71 150 +idx: 91 entropy_left: 1.360964047443681 entropy_right : 0.9238422284571814 -> 71 150 +idx: 95 entropy_left: 1.280672129520887 entropy_right : 0.8698926856041563 -> 71 150 +idx: 97 entropy_left: 1.2957378005380122 entropy_right : 0.8835850861052532 -> 71 150 +idx: 99 entropy_left: 1.2638091738835462 entropy_right : 0.8478617451660526 -> 71 150 +idx: 101 entropy_left: 1.272905595320056 entropy_right : 0.863120568566631 -> 71 150 +idx: 102 entropy_left: 1.2604408810349512 entropy_right : 0.8426578772022391 -> 71 150 +idx: 104 entropy_left: 1.2628839008717194 entropy_right : 0.8589810370425963 -> 71 150 +idx: 105 entropy_left: 1.2532975784630431 entropy_right : 0.8366407419411673 -> 71 150 +idx: 106 entropy_left: 1.2532256180852694 entropy_right : 0.8453509366224365 -> 71 150 +idx: 107 entropy_left: 1.2445366211768707 entropy_right : 0.8203636429576732 -> 71 150 +idx: 109 entropy_left: 1.2427303803729566 entropy_right : 0.8390040613676977 -> 71 150 +idx: 110 entropy_left: 1.236032213759607 entropy_right : 0.8112781244591328 -> 71 150 +idx: 113 entropy_left: 1.2285763800288914 entropy_right : 0.8418521897563207 -> 71 150 +idx: 114 entropy_left: 1.2244687599090465 entropy_right : 0.8112781244591328 -> 71 150 +idx: 117 entropy_left: 1.2131143284990724 entropy_right : 0.8453509366224365 -> 71 150 +idx: 118 entropy_left: 1.2109841580748322 entropy_right : 0.8112781244591328 -> 71 150 +idx: 120 entropy_left: 1.2023853470868684 entropy_right : 0.8366407419411673 -> 71 150 +idx: 122 entropy_left: 1.1991801505660864 entropy_right : 0.74959525725948 -> 71 150 +idx: 127 entropy_left: 1.1779653169582593 entropy_right : 0.828055725379504 -> 71 150 +idx: 130 entropy_left: 1.1777501607742278 entropy_right : 0.6098403047164004 -> 71 150 +idx: 132 entropy_left: 1.170377295621679 entropy_right : 0.6500224216483541 -> 71 150 +idx: 133 entropy_left: 1.1702295713931186 entropy_right : 0.5225593745369408 -> 71 150 +idx: 134 entropy_left: 1.1666300226040138 entropy_right : 0.5435644431995964 -> 71 150 +idx: 135 entropy_left: 1.1664616437886164 entropy_right : 0.35335933502142136 -> 71 150 +idx: 137 entropy_left: 1.1594493549376441 entropy_right : 0.39124356362925566 -> 71 150 +idx: 138 entropy_left: 1.159647049243901 entropy_right : 0 -> 71 150 +cut: 5.7 index: 72 +start: 71 cut: 72 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1104593064416028 ent1= 0 ent2= 1.0511407586429597 +ig= 0.07262412702197163 delta= 4.465900546378795 N 79 term 0.1360924400663423 +idx: 74 entropy_left: 0 entropy_right : 1.041722068095403 -> 72 150 +idx: 75 entropy_left: 0.9182958340544896 entropy_right : 1.0462881865460743 -> 72 150 +idx: 76 entropy_left: 1.5 entropy_right : 0.9568886656798212 -> 72 150 +idx: 77 entropy_left: 1.3709505944546687 entropy_right : 0.9505668528932196 -> 72 150 +idx: 78 entropy_left: 1.4591479170272446 entropy_right : 0.9544340029249649 -> 72 150 +idx: 79 entropy_left: 1.3787834934861758 entropy_right : 0.9477073729342066 -> 72 150 +idx: 81 entropy_left: 1.3921472236645345 entropy_right : 0.9557589912150009 -> 72 150 +idx: 83 entropy_left: 1.3221793455166668 entropy_right : 0.9411864371816835 -> 72 150 +idx: 84 entropy_left: 1.3250112108241772 entropy_right : 0.9456603046006402 -> 72 150 +idx: 87 entropy_left: 1.2309595631140104 entropy_right : 0.9182958340544896 -> 72 150 +idx: 88 entropy_left: 1.2475562489182657 entropy_right : 0.9235785996175947 -> 72 150 +idx: 89 entropy_left: 1.2210477851797181 entropy_right : 0.9127341558073343 -> 72 150 +idx: 91 entropy_left: 1.2363864108712896 entropy_right : 0.9238422284571814 -> 72 150 +idx: 95 entropy_left: 1.1625633078480364 entropy_right : 0.8698926856041563 -> 72 150 +idx: 97 entropy_left: 1.1829661954675212 entropy_right : 0.8835850861052532 -> 72 150 +idx: 99 entropy_left: 1.154173392945927 entropy_right : 0.8478617451660526 -> 72 150 +idx: 101 entropy_left: 1.1676516844843352 entropy_right : 0.863120568566631 -> 72 150 +idx: 102 entropy_left: 1.1566766519448637 entropy_right : 0.8426578772022391 -> 72 150 +idx: 104 entropy_left: 1.1628175871855553 entropy_right : 0.8589810370425963 -> 72 150 +idx: 105 entropy_left: 1.154648091032148 entropy_right : 0.8366407419411673 -> 72 150 +idx: 106 entropy_left: 1.1562272836006513 entropy_right : 0.8453509366224365 -> 72 150 +idx: 107 entropy_left: 1.148883540100512 entropy_right : 0.8203636429576732 -> 72 150 +idx: 109 entropy_left: 1.1500617154483042 entropy_right : 0.8390040613676977 -> 72 150 +idx: 110 entropy_left: 1.14462671873298 entropy_right : 0.8112781244591328 -> 72 150 +idx: 113 entropy_left: 1.1410367900938279 entropy_right : 0.8418521897563207 -> 72 150 +idx: 114 entropy_left: 1.1380977138239694 entropy_right : 0.8112781244591328 -> 72 150 +idx: 117 entropy_left: 1.1300621881593356 entropy_right : 0.8453509366224365 -> 72 150 +idx: 118 entropy_left: 1.1290093343324077 entropy_right : 0.8112781244591328 -> 72 150 +idx: 120 entropy_left: 1.1223812433380593 entropy_right : 0.8366407419411673 -> 72 150 +idx: 122 entropy_left: 1.1211460945412073 entropy_right : 0.74959525725948 -> 72 150 +idx: 127 entropy_left: 1.104163024696236 entropy_right : 0.828055725379504 -> 72 150 +idx: 130 entropy_left: 1.106452022253965 entropy_right : 0.6098403047164004 -> 72 150 +idx: 132 entropy_left: 1.1005245529682912 entropy_right : 0.6500224216483541 -> 72 150 +idx: 133 entropy_left: 1.1011317995692322 entropy_right : 0.5225593745369408 -> 72 150 +idx: 134 entropy_left: 1.0982133465732966 entropy_right : 0.5435644431995964 -> 72 150 +idx: 135 entropy_left: 1.0987647679835901 entropy_right : 0.35335933502142136 -> 72 150 +idx: 137 entropy_left: 1.093039283001171 entropy_right : 0.39124356362925566 -> 72 150 +idx: 138 entropy_left: 1.093914976004978 entropy_right : 0 -> 72 150 +cut: 5.8 index: 74 +start: 72 cut: 74 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.0511407586429597 ent1= 0 ent2= 1.041722068095403 +ig= 0.03612951280641341 delta= 4.615600118132054 N 78 term 0.13951777767726867 +idx: 75 entropy_left: 0 entropy_right : 1.0462881865460743 -> 74 150 +idx: 76 entropy_left: 1.0 entropy_right : 0.9568886656798212 -> 74 150 +idx: 77 entropy_left: 1.584962500721156 entropy_right : 0.9505668528932196 -> 74 150 +idx: 78 entropy_left: 1.5 entropy_right : 0.9544340029249649 -> 74 150 +idx: 79 entropy_left: 1.5219280948873621 entropy_right : 0.9477073729342066 -> 74 150 +idx: 81 entropy_left: 1.3787834934861756 entropy_right : 0.9557589912150009 -> 74 150 +idx: 83 entropy_left: 1.3921472236645345 entropy_right : 0.9411864371816835 -> 74 150 +idx: 84 entropy_left: 1.360964047443681 entropy_right : 0.9456603046006402 -> 74 150 +idx: 87 entropy_left: 1.2957378005380122 entropy_right : 0.9182958340544896 -> 74 150 +idx: 88 entropy_left: 1.2958363892911637 entropy_right : 0.9235785996175947 -> 74 150 +idx: 89 entropy_left: 1.272905595320056 entropy_right : 0.9127341558073343 -> 74 150 +idx: 91 entropy_left: 1.2639334294856335 entropy_right : 0.9238422284571814 -> 74 150 +idx: 95 entropy_left: 1.2009102795095283 entropy_right : 0.8698926856041563 -> 74 150 +idx: 97 entropy_left: 1.2088301752949477 entropy_right : 0.8835850861052532 -> 74 150 +idx: 99 entropy_left: 1.1829661954675212 entropy_right : 0.8478617451660526 -> 74 150 +idx: 101 entropy_left: 1.1873868015167897 entropy_right : 0.863120568566631 -> 74 150 +idx: 102 entropy_left: 1.1779653169582593 entropy_right : 0.8426578772022391 -> 74 150 +idx: 104 entropy_left: 1.1766796675107107 entropy_right : 0.8589810370425963 -> 74 150 +idx: 105 entropy_left: 1.1702295713931186 entropy_right : 0.8366407419411673 -> 74 150 +idx: 106 entropy_left: 1.168645033308507 entropy_right : 0.8453509366224365 -> 74 150 +idx: 107 entropy_left: 1.1628720819225884 entropy_right : 0.8203636429576732 -> 74 150 +idx: 109 entropy_left: 1.1586048283017796 entropy_right : 0.8390040613676977 -> 74 150 +idx: 110 entropy_left: 1.1547717145751626 entropy_right : 0.8112781244591328 -> 74 150 +idx: 113 entropy_left: 1.1444480669722774 entropy_right : 0.8418521897563207 -> 74 150 +idx: 114 entropy_left: 1.143198478557978 entropy_right : 0.8112781244591328 -> 74 150 +idx: 117 entropy_left: 1.1296938769174603 entropy_right : 0.8453509366224365 -> 74 150 +idx: 118 entropy_left: 1.1303296439314212 entropy_right : 0.8112781244591328 -> 74 150 +idx: 120 entropy_left: 1.1206278986197225 entropy_right : 0.8366407419411673 -> 74 150 +idx: 122 entropy_left: 1.1223812433380593 entropy_right : 0.74959525725948 -> 74 150 +idx: 127 entropy_left: 1.0993503889353484 entropy_right : 0.828055725379504 -> 74 150 +idx: 130 entropy_left: 1.1055134468321814 entropy_right : 0.6098403047164004 -> 74 150 +idx: 132 entropy_left: 1.097698154707432 entropy_right : 0.6500224216483541 -> 74 150 +idx: 133 entropy_left: 1.0993984278081397 entropy_right : 0.5225593745369408 -> 74 150 +idx: 134 entropy_left: 1.0956166187668959 entropy_right : 0.5435644431995964 -> 74 150 +idx: 135 entropy_left: 1.0971804769523517 entropy_right : 0.35335933502142136 -> 74 150 +idx: 137 entropy_left: 1.0898693179207501 entropy_right : 0.39124356362925566 -> 74 150 +idx: 138 entropy_left: 1.0917055717080197 entropy_right : 0 -> 74 150 +cut: 5.8 index: 75 +start: 74 cut: 75 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.041722068095403 ent1= 0 ent2= 1.0462881865460743 +ig= 0.00920083137230332 delta= 4.657554545126739 N 76 term 0.1432417531002976 +idx: 76 entropy_left: 0 entropy_right : 0.9568886656798212 -> 75 150 +idx: 77 entropy_left: 1.0 entropy_right : 0.9505668528932196 -> 75 150 +idx: 78 entropy_left: 1.584962500721156 entropy_right : 0.9544340029249649 -> 75 150 +idx: 79 entropy_left: 1.5 entropy_right : 0.9477073729342066 -> 75 150 +idx: 81 entropy_left: 1.4591479170272448 entropy_right : 0.9557589912150009 -> 75 150 +idx: 83 entropy_left: 1.4056390622295662 entropy_right : 0.9411864371816835 -> 75 150 +idx: 84 entropy_left: 1.3921472236645345 entropy_right : 0.9456603046006402 -> 75 150 +idx: 87 entropy_left: 1.280672129520887 entropy_right : 0.9182958340544896 -> 75 150 +idx: 88 entropy_left: 1.2957378005380122 entropy_right : 0.9235785996175947 -> 75 150 +idx: 89 entropy_left: 1.2638091738835462 entropy_right : 0.9127341558073343 -> 75 150 +idx: 91 entropy_left: 1.271782221599798 entropy_right : 0.9238422284571814 -> 75 150 +idx: 95 entropy_left: 1.1883763717345075 entropy_right : 0.8698926856041563 -> 75 150 +idx: 97 entropy_left: 1.2072100267448116 entropy_right : 0.8835850861052532 -> 75 150 +idx: 99 entropy_left: 1.1752835873133534 entropy_right : 0.8478617451660526 -> 75 150 +idx: 101 entropy_left: 1.1867198445327565 entropy_right : 0.863120568566631 -> 75 150 +idx: 102 entropy_left: 1.1749946599731707 entropy_right : 0.8426578772022391 -> 75 150 +idx: 104 entropy_left: 1.1783577099564695 entropy_right : 0.8589810370425963 -> 75 150 +idx: 105 entropy_left: 1.1700333844140454 entropy_right : 0.8366407419411673 -> 75 150 +idx: 106 entropy_left: 1.1702295713931186 entropy_right : 0.8453509366224365 -> 75 150 +idx: 107 entropy_left: 1.1628175871855553 entropy_right : 0.8203636429576732 -> 75 150 +idx: 109 entropy_left: 1.1613784794486992 entropy_right : 0.8390040613676977 -> 75 150 +idx: 110 entropy_left: 1.1561787304889202 entropy_right : 0.8112781244591328 -> 75 150 +idx: 113 entropy_left: 1.1487361244596448 entropy_right : 0.8418521897563207 -> 75 150 +idx: 114 entropy_left: 1.1463959237120882 entropy_right : 0.8112781244591328 -> 75 150 +idx: 117 entropy_left: 1.1347431759823636 entropy_right : 0.8453509366224365 -> 75 150 +idx: 118 entropy_left: 1.1344959754516843 entropy_right : 0.8112781244591328 -> 75 150 +idx: 120 entropy_left: 1.1256828315506748 entropy_right : 0.8366407419411673 -> 75 150 +idx: 122 entropy_left: 1.1259378808834186 entropy_right : 0.74959525725948 -> 75 150 +idx: 127 entropy_left: 1.1044984783580127 entropy_right : 0.828055725379504 -> 75 150 +idx: 130 entropy_left: 1.1090351025597922 entropy_right : 0.6098403047164004 -> 75 150 +idx: 132 entropy_left: 1.1017235165092814 entropy_right : 0.6500224216483541 -> 75 150 +idx: 133 entropy_left: 1.1029548176506492 entropy_right : 0.5225593745369408 -> 75 150 +idx: 134 entropy_left: 1.0993984278081397 entropy_right : 0.5435644431995964 -> 75 150 +idx: 135 entropy_left: 1.1005245529682912 entropy_right : 0.35335933502142136 -> 75 150 +idx: 137 entropy_left: 1.093620517468727 entropy_right : 0.39124356362925566 -> 75 150 +idx: 138 entropy_left: 1.0950628692122266 entropy_right : 0 -> 75 150 +cut: 5.8 index: 76 +start: 75 cut: 76 end: 150 +k= 3 k1= 1 k2= 2 ent= 1.0462881865460743 ent1= 0 ent2= 0.9568886656798212 +ig= 0.10215803640865062 delta= 3.418768961496144 N 75 term 0.12837629769500125 +idx: 77 entropy_left: 0 entropy_right : 0.9505668528932196 -> 76 150 +idx: 78 entropy_left: 1.0 entropy_right : 0.9544340029249649 -> 76 150 +idx: 79 entropy_left: 0.9182958340544896 entropy_right : 0.9477073729342066 -> 76 150 +idx: 81 entropy_left: 0.9709505944546686 entropy_right : 0.9557589912150009 -> 76 150 +idx: 83 entropy_left: 0.9852281360342516 entropy_right : 0.9411864371816835 -> 76 150 +idx: 84 entropy_left: 1.0 entropy_right : 0.9456603046006402 -> 76 150 +idx: 87 entropy_left: 0.9456603046006402 entropy_right : 0.9182958340544896 -> 76 150 +idx: 88 entropy_left: 0.9798687566511527 entropy_right : 0.9235785996175947 -> 76 150 +idx: 89 entropy_left: 0.961236604722876 entropy_right : 0.9127341558073343 -> 76 150 +idx: 91 entropy_left: 0.9967916319816366 entropy_right : 0.9238422284571814 -> 76 150 +idx: 95 entropy_left: 0.9494520153879484 entropy_right : 0.8698926856041563 -> 76 150 +idx: 97 entropy_left: 0.9852281360342516 entropy_right : 0.8835850861052532 -> 76 150 +idx: 99 entropy_left: 0.9656361333706098 entropy_right : 0.8478617451660526 -> 76 150 +idx: 101 entropy_left: 0.9895875212220557 entropy_right : 0.863120568566631 -> 76 150 +idx: 102 entropy_left: 0.9828586897127056 entropy_right : 0.8426578772022391 -> 76 150 +idx: 104 entropy_left: 0.996316519558962 entropy_right : 0.8589810370425963 -> 76 150 +idx: 105 entropy_left: 0.9922666387194963 entropy_right : 0.8366407419411673 -> 76 150 +idx: 106 entropy_left: 0.9967916319816366 entropy_right : 0.8453509366224365 -> 76 150 +idx: 107 entropy_left: 0.9932338197397066 entropy_right : 0.8203636429576732 -> 76 150 +idx: 109 entropy_left: 0.9993375041688847 entropy_right : 0.8390040613676977 -> 76 150 +idx: 110 entropy_left: 0.9975025463691153 entropy_right : 0.8112781244591328 -> 76 150 +idx: 113 entropy_left: 0.9994730201859836 entropy_right : 0.8418521897563207 -> 76 150 +idx: 114 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 76 150 +idx: 117 entropy_left: 0.9961344835095796 entropy_right : 0.8453509366224365 -> 76 150 +idx: 118 entropy_left: 0.9983636725938131 entropy_right : 0.8112781244591328 -> 76 150 +idx: 120 entropy_left: 0.9940302114769565 entropy_right : 0.8366407419411673 -> 76 150 +idx: 122 entropy_left: 0.9986359641585718 entropy_right : 0.74959525725948 -> 76 150 +idx: 127 entropy_left: 0.9863676072907088 entropy_right : 0.828055725379504 -> 76 150 +idx: 130 entropy_left: 0.9960383613659183 entropy_right : 0.6098403047164004 -> 76 150 +idx: 132 entropy_left: 0.9917033083725818 entropy_right : 0.6500224216483541 -> 76 150 +idx: 133 entropy_left: 0.9944423248022588 entropy_right : 0.5225593745369408 -> 76 150 +idx: 134 entropy_left: 0.9922666387194963 entropy_right : 0.5435644431995964 -> 76 150 +idx: 135 entropy_left: 0.9948131754904235 entropy_right : 0.35335933502142136 -> 76 150 +idx: 137 entropy_left: 0.9904799742690307 entropy_right : 0.39124356362925566 -> 76 150 +idx: 138 entropy_left: 0.9932338197397066 entropy_right : 0 -> 76 150 +cut: 5.8 index: 77 +start: 76 cut: 77 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9568886656798212 ent1= 0 ent2= 0.9505668528932196 +ig= 0.019167310798672066 delta= 2.794711296484401 N 74 term 0.12141264669411377 +idx: 78 entropy_left: 0 entropy_right : 0.9544340029249649 -> 77 150 +idx: 79 entropy_left: 1.0 entropy_right : 0.9477073729342066 -> 77 150 +idx: 81 entropy_left: 0.8112781244591328 entropy_right : 0.9557589912150009 -> 77 150 +idx: 83 entropy_left: 1.0 entropy_right : 0.9411864371816835 -> 77 150 +idx: 84 entropy_left: 0.9852281360342516 entropy_right : 0.9456603046006402 -> 77 150 +idx: 87 entropy_left: 0.9709505944546686 entropy_right : 0.9182958340544896 -> 77 150 +idx: 88 entropy_left: 0.9940302114769565 entropy_right : 0.9235785996175947 -> 77 150 +idx: 89 entropy_left: 0.9798687566511527 entropy_right : 0.9127341558073343 -> 77 150 +idx: 91 entropy_left: 1.0 entropy_right : 0.9238422284571814 -> 77 150 +idx: 95 entropy_left: 0.9640787648082292 entropy_right : 0.8698926856041563 -> 77 150 +idx: 97 entropy_left: 0.9927744539878084 entropy_right : 0.8835850861052532 -> 77 150 +idx: 99 entropy_left: 0.976020648236615 entropy_right : 0.8478617451660526 -> 77 150 +idx: 101 entropy_left: 0.9949848281859701 entropy_right : 0.863120568566631 -> 77 150 +idx: 102 entropy_left: 0.9895875212220557 entropy_right : 0.8426578772022391 -> 77 150 +idx: 104 entropy_left: 0.9990102708804813 entropy_right : 0.8589810370425963 -> 77 150 +idx: 105 entropy_left: 0.996316519558962 entropy_right : 0.8366407419411673 -> 77 150 +idx: 106 entropy_left: 0.9991421039919088 entropy_right : 0.8453509366224365 -> 77 150 +idx: 107 entropy_left: 0.9967916319816366 entropy_right : 0.8203636429576732 -> 77 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 77 150 +idx: 110 entropy_left: 0.9993375041688847 entropy_right : 0.8112781244591328 -> 77 150 +idx: 113 entropy_left: 0.9977724720899821 entropy_right : 0.8418521897563207 -> 77 150 +idx: 114 entropy_left: 0.9994730201859836 entropy_right : 0.8112781244591328 -> 77 150 +idx: 117 entropy_left: 0.9927744539878084 entropy_right : 0.8453509366224365 -> 77 150 +idx: 118 entropy_left: 0.9961344835095796 entropy_right : 0.8112781244591328 -> 77 150 +idx: 120 entropy_left: 0.9902246902198684 entropy_right : 0.8366407419411673 -> 77 150 +idx: 122 entropy_left: 0.9967916319816366 entropy_right : 0.74959525725948 -> 77 150 +idx: 127 entropy_left: 0.9814538950336535 entropy_right : 0.828055725379504 -> 77 150 +idx: 130 entropy_left: 0.9935704757706079 entropy_right : 0.6098403047164004 -> 77 150 +idx: 132 entropy_left: 0.9882836109919162 entropy_right : 0.6500224216483541 -> 77 150 +idx: 133 entropy_left: 0.9917033083725818 entropy_right : 0.5225593745369408 -> 77 150 +idx: 134 entropy_left: 0.9890934397021431 entropy_right : 0.5435644431995964 -> 77 150 +idx: 135 entropy_left: 0.9922666387194963 entropy_right : 0.35335933502142136 -> 77 150 +idx: 137 entropy_left: 0.9871377743721863 entropy_right : 0.39124356362925566 -> 77 150 +idx: 138 entropy_left: 0.9904799742690307 entropy_right : 0 -> 77 150 +cut: 5.8 index: 78 +start: 77 cut: 78 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9505668528932196 ent1= 0 ent2= 0.9544340029249649 +ig= 0.009207288364487143 delta= 2.815089222121095 N 73 term 0.12308238662415626 +idx: 79 entropy_left: 0 entropy_right : 0.9477073729342066 -> 78 150 +idx: 81 entropy_left: 0.9182958340544896 entropy_right : 0.9557589912150009 -> 78 150 +idx: 83 entropy_left: 0.9709505944546686 entropy_right : 0.9411864371816835 -> 78 150 +idx: 84 entropy_left: 1.0 entropy_right : 0.9456603046006402 -> 78 150 +idx: 87 entropy_left: 0.9182958340544896 entropy_right : 0.9182958340544896 -> 78 150 +idx: 88 entropy_left: 0.9709505944546686 entropy_right : 0.9235785996175947 -> 78 150 +idx: 89 entropy_left: 0.9456603046006402 entropy_right : 0.9127341558073343 -> 78 150 +idx: 91 entropy_left: 0.9957274520849256 entropy_right : 0.9238422284571814 -> 78 150 +idx: 95 entropy_left: 0.9366673818775626 entropy_right : 0.8698926856041563 -> 78 150 +idx: 97 entropy_left: 0.9819407868640977 entropy_right : 0.8835850861052532 -> 78 150 +idx: 99 entropy_left: 0.9587118829771318 entropy_right : 0.8478617451660526 -> 78 150 +idx: 101 entropy_left: 0.9876925088958034 entropy_right : 0.863120568566631 -> 78 150 +idx: 102 entropy_left: 0.9798687566511527 entropy_right : 0.8426578772022391 -> 78 150 +idx: 104 entropy_left: 0.9957274520849256 entropy_right : 0.8589810370425963 -> 78 150 +idx: 105 entropy_left: 0.9910760598382222 entropy_right : 0.8366407419411673 -> 78 150 +idx: 106 entropy_left: 0.996316519558962 entropy_right : 0.8453509366224365 -> 78 150 +idx: 107 entropy_left: 0.9922666387194963 entropy_right : 0.8203636429576732 -> 78 150 +idx: 109 entropy_left: 0.9992492479956565 entropy_right : 0.8390040613676977 -> 78 150 +idx: 110 entropy_left: 0.9971803988942642 entropy_right : 0.8112781244591328 -> 78 150 +idx: 113 entropy_left: 0.9994110647387553 entropy_right : 0.8418521897563207 -> 78 150 +idx: 114 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 78 150 +idx: 117 entropy_left: 0.9957274520849256 entropy_right : 0.8453509366224365 -> 78 150 +idx: 118 entropy_left: 0.99819587904281 entropy_right : 0.8112781244591328 -> 78 150 +idx: 120 entropy_left: 0.9934472383802027 entropy_right : 0.8366407419411673 -> 78 150 +idx: 122 entropy_left: 0.9985090989176322 entropy_right : 0.74959525725948 -> 78 150 +idx: 127 entropy_left: 0.9852281360342516 entropy_right : 0.828055725379504 -> 78 150 +idx: 130 entropy_left: 0.9957274520849256 entropy_right : 0.6098403047164004 -> 78 150 +idx: 132 entropy_left: 0.9910760598382222 entropy_right : 0.6500224216483541 -> 78 150 +idx: 133 entropy_left: 0.9940302114769565 entropy_right : 0.5225593745369408 -> 78 150 +idx: 134 entropy_left: 0.9917033083725818 entropy_right : 0.5435644431995964 -> 78 150 +idx: 135 entropy_left: 0.9944423248022588 entropy_right : 0.35335933502142136 -> 78 150 +idx: 137 entropy_left: 0.9898220559635811 entropy_right : 0.39124356362925566 -> 78 150 +idx: 138 entropy_left: 0.9927744539878084 entropy_right : 0 -> 78 150 +cut: 5.8 index: 79 +start: 78 cut: 79 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9544340029249649 ent1= 0 ent2= 0.9477073729342066 +ig= 0.019889232392622302 delta= 2.7939016620760873 N 72 term 0.12421734418862179 +idx: 81 entropy_left: 0 entropy_right : 0.9557589912150009 -> 79 150 +idx: 83 entropy_left: 1.0 entropy_right : 0.9411864371816835 -> 79 150 +idx: 84 entropy_left: 0.9709505944546686 entropy_right : 0.9456603046006402 -> 79 150 +idx: 87 entropy_left: 0.9544340029249649 entropy_right : 0.9182958340544896 -> 79 150 +idx: 88 entropy_left: 0.9910760598382222 entropy_right : 0.9235785996175947 -> 79 150 +idx: 89 entropy_left: 0.9709505944546686 entropy_right : 0.9127341558073343 -> 79 150 +idx: 91 entropy_left: 1.0 entropy_right : 0.9238422284571814 -> 79 150 +idx: 95 entropy_left: 0.9544340029249649 entropy_right : 0.8698926856041563 -> 79 150 +idx: 97 entropy_left: 0.9910760598382222 entropy_right : 0.8835850861052532 -> 79 150 +idx: 99 entropy_left: 0.9709505944546686 entropy_right : 0.8478617451660526 -> 79 150 +idx: 101 entropy_left: 0.9940302114769565 entropy_right : 0.863120568566631 -> 79 150 +idx: 102 entropy_left: 0.9876925088958034 entropy_right : 0.8426578772022391 -> 79 150 +idx: 104 entropy_left: 0.9988455359952018 entropy_right : 0.8589810370425963 -> 79 150 +idx: 105 entropy_left: 0.9957274520849256 entropy_right : 0.8366407419411673 -> 79 150 +idx: 106 entropy_left: 0.9990102708804813 entropy_right : 0.8453509366224365 -> 79 150 +idx: 107 entropy_left: 0.996316519558962 entropy_right : 0.8203636429576732 -> 79 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 79 150 +idx: 110 entropy_left: 0.9992492479956565 entropy_right : 0.8112781244591328 -> 79 150 +idx: 113 entropy_left: 0.9975025463691153 entropy_right : 0.8418521897563207 -> 79 150 +idx: 114 entropy_left: 0.9994110647387553 entropy_right : 0.8112781244591328 -> 79 150 +idx: 117 entropy_left: 0.9919924034538556 entropy_right : 0.8453509366224365 -> 79 150 +idx: 118 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 79 150 +idx: 120 entropy_left: 0.9892452969285004 entropy_right : 0.8366407419411673 -> 79 150 +idx: 122 entropy_left: 0.996485989886783 entropy_right : 0.74959525725948 -> 79 150 +idx: 127 entropy_left: 0.9798687566511527 entropy_right : 0.828055725379504 -> 79 150 +idx: 130 entropy_left: 0.9930554830121974 entropy_right : 0.6098403047164004 -> 79 150 +idx: 132 entropy_left: 0.987380023288353 entropy_right : 0.6500224216483541 -> 79 150 +idx: 133 entropy_left: 0.9910760598382222 entropy_right : 0.5225593745369408 -> 79 150 +idx: 134 entropy_left: 0.9882836109919162 entropy_right : 0.5435644431995964 -> 79 150 +idx: 135 entropy_left: 0.9917033083725818 entropy_right : 0.35335933502142136 -> 79 150 +idx: 137 entropy_left: 0.9862325350724501 entropy_right : 0.39124356362925566 -> 79 150 +idx: 138 entropy_left: 0.9898220559635811 entropy_right : 0 -> 79 150 +cut: 5.9 index: 81 +start: 79 cut: 81 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9477073729342066 ent1= 0 ent2= 0.9557589912150009 +ig= 0.018871170204135312 delta= 2.823458158619193 N 71 term 0.12609494613470648 +idx: 83 entropy_left: 0 entropy_right : 0.9411864371816835 -> 81 150 +idx: 84 entropy_left: 0.9182958340544896 entropy_right : 0.9456603046006402 -> 81 150 +idx: 87 entropy_left: 0.6500224216483541 entropy_right : 0.9182958340544896 -> 81 150 +idx: 88 entropy_left: 0.863120568566631 entropy_right : 0.9235785996175947 -> 81 150 +idx: 89 entropy_left: 0.8112781244591328 entropy_right : 0.9127341558073343 -> 81 150 +idx: 91 entropy_left: 0.9709505944546686 entropy_right : 0.9238422284571814 -> 81 150 +idx: 95 entropy_left: 0.863120568566631 entropy_right : 0.8698926856041563 -> 81 150 +idx: 97 entropy_left: 0.9544340029249649 entropy_right : 0.8835850861052532 -> 81 150 +idx: 99 entropy_left: 0.9182958340544896 entropy_right : 0.8478617451660526 -> 81 150 +idx: 101 entropy_left: 0.9709505944546686 entropy_right : 0.863120568566631 -> 81 150 +idx: 102 entropy_left: 0.9587118829771318 entropy_right : 0.8426578772022391 -> 81 150 +idx: 104 entropy_left: 0.9876925088958034 entropy_right : 0.8589810370425963 -> 81 150 +idx: 105 entropy_left: 0.9798687566511527 entropy_right : 0.8366407419411673 -> 81 150 +idx: 106 entropy_left: 0.9895875212220557 entropy_right : 0.8453509366224365 -> 81 150 +idx: 107 entropy_left: 0.9828586897127056 entropy_right : 0.8203636429576732 -> 81 150 +idx: 109 entropy_left: 0.996316519558962 entropy_right : 0.8390040613676977 -> 81 150 +idx: 110 entropy_left: 0.9922666387194963 entropy_right : 0.8112781244591328 -> 81 150 +idx: 113 entropy_left: 1.0 entropy_right : 0.8418521897563207 -> 81 150 +idx: 114 entropy_left: 0.9993375041688847 entropy_right : 0.8112781244591328 -> 81 150 +idx: 117 entropy_left: 0.9977724720899821 entropy_right : 0.8453509366224365 -> 81 150 +idx: 118 entropy_left: 0.9994730201859836 entropy_right : 0.8112781244591328 -> 81 150 +idx: 120 entropy_left: 0.9957274520849256 entropy_right : 0.8366407419411673 -> 81 150 +idx: 122 entropy_left: 0.9995708393473224 entropy_right : 0.74959525725948 -> 81 150 +idx: 127 entropy_left: 0.9876925088958034 entropy_right : 0.828055725379504 -> 81 150 +idx: 130 entropy_left: 0.997294381646235 entropy_right : 0.6098403047164004 -> 81 150 +idx: 132 entropy_left: 0.9930554830121974 entropy_right : 0.6500224216483541 -> 81 150 +idx: 133 entropy_left: 0.9957274520849256 entropy_right : 0.5225593745369408 -> 81 150 +idx: 134 entropy_left: 0.9935704757706079 entropy_right : 0.5435644431995964 -> 81 150 +idx: 135 entropy_left: 0.9960383613659183 entropy_right : 0.35335933502142136 -> 81 150 +idx: 137 entropy_left: 0.9917033083725818 entropy_right : 0.39124356362925566 -> 81 150 +idx: 138 entropy_left: 0.9944423248022588 entropy_right : 0 -> 81 150 +cut: 5.95 index: 83 +start: 81 cut: 83 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9557589912150009 ent1= 0 ent2= 0.9411864371816835 +ig= 0.04185332032843869 delta= 2.7782098139909692 N 69 term 0.12848800949625086 +idx: 84 entropy_left: 0 entropy_right : 0.9456603046006402 -> 83 150 +idx: 87 entropy_left: 0.8112781244591328 entropy_right : 0.9182958340544896 -> 83 150 +idx: 88 entropy_left: 0.9709505944546686 entropy_right : 0.9235785996175947 -> 83 150 +idx: 89 entropy_left: 0.9182958340544896 entropy_right : 0.9127341558073343 -> 83 150 +idx: 91 entropy_left: 1.0 entropy_right : 0.9238422284571814 -> 83 150 +idx: 95 entropy_left: 0.9182958340544896 entropy_right : 0.8698926856041563 -> 83 150 +idx: 97 entropy_left: 0.9852281360342516 entropy_right : 0.8835850861052532 -> 83 150 +idx: 99 entropy_left: 0.9544340029249649 entropy_right : 0.8478617451660526 -> 83 150 +idx: 101 entropy_left: 0.9910760598382222 entropy_right : 0.863120568566631 -> 83 150 +idx: 102 entropy_left: 0.9819407868640977 entropy_right : 0.8426578772022391 -> 83 150 +idx: 104 entropy_left: 0.9983636725938131 entropy_right : 0.8589810370425963 -> 83 150 +idx: 105 entropy_left: 0.9940302114769565 entropy_right : 0.8366407419411673 -> 83 150 +idx: 106 entropy_left: 0.9986359641585718 entropy_right : 0.8453509366224365 -> 83 150 +idx: 107 entropy_left: 0.9949848281859701 entropy_right : 0.8203636429576732 -> 83 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 83 150 +idx: 110 entropy_left: 0.9990102708804813 entropy_right : 0.8112781244591328 -> 83 150 +idx: 113 entropy_left: 0.9967916319816366 entropy_right : 0.8418521897563207 -> 83 150 +idx: 114 entropy_left: 0.9992492479956565 entropy_right : 0.8112781244591328 -> 83 150 +idx: 117 entropy_left: 0.9899927915575188 entropy_right : 0.8453509366224365 -> 83 150 +idx: 118 entropy_left: 0.9946937953613058 entropy_right : 0.8112781244591328 -> 83 150 +idx: 120 entropy_left: 0.9867867202680318 entropy_right : 0.8366407419411673 -> 83 150 +idx: 122 entropy_left: 0.9957274520849256 entropy_right : 0.74959525725948 -> 83 150 +idx: 127 entropy_left: 0.976020648236615 entropy_right : 0.828055725379504 -> 83 150 +idx: 130 entropy_left: 0.9918207974218424 entropy_right : 0.6098403047164004 -> 83 150 +idx: 132 entropy_left: 0.9852281360342516 entropy_right : 0.6500224216483541 -> 83 150 +idx: 133 entropy_left: 0.9895875212220557 entropy_right : 0.5225593745369408 -> 83 150 +idx: 134 entropy_left: 0.9863676072907088 entropy_right : 0.5435644431995964 -> 83 150 +idx: 135 entropy_left: 0.990374836448575 entropy_right : 0.35335933502142136 -> 83 150 +idx: 137 entropy_left: 0.9841095278800533 entropy_right : 0.39124356362925566 -> 83 150 +idx: 138 entropy_left: 0.9882836109919162 entropy_right : 0 -> 83 150 +cut: 6.0 index: 84 +start: 83 cut: 84 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9411864371816835 ent1= 0 ent2= 0.9456603046006402 +ig= 0.009640465485530436 delta= 2.816302656895518 N 67 term 0.1322492056157309 +idx: 87 entropy_left: 0 entropy_right : 0.9182958340544896 -> 84 150 +idx: 88 entropy_left: 0.8112781244591328 entropy_right : 0.9235785996175947 -> 84 150 +idx: 89 entropy_left: 0.7219280948873623 entropy_right : 0.9127341558073343 -> 84 150 +idx: 91 entropy_left: 0.9852281360342516 entropy_right : 0.9238422284571814 -> 84 150 +idx: 95 entropy_left: 0.8453509366224365 entropy_right : 0.8698926856041563 -> 84 150 +idx: 97 entropy_left: 0.961236604722876 entropy_right : 0.8835850861052532 -> 84 150 +idx: 99 entropy_left: 0.9182958340544896 entropy_right : 0.8478617451660526 -> 84 150 +idx: 101 entropy_left: 0.9774178175281716 entropy_right : 0.863120568566631 -> 84 150 +idx: 102 entropy_left: 0.9640787648082292 entropy_right : 0.8426578772022391 -> 84 150 +idx: 104 entropy_left: 0.9927744539878084 entropy_right : 0.8589810370425963 -> 84 150 +idx: 105 entropy_left: 0.9852281360342516 entropy_right : 0.8366407419411673 -> 84 150 +idx: 106 entropy_left: 0.9940302114769565 entropy_right : 0.8453509366224365 -> 84 150 +idx: 107 entropy_left: 0.9876925088958034 entropy_right : 0.8203636429576732 -> 84 150 +idx: 109 entropy_left: 0.9988455359952018 entropy_right : 0.8390040613676977 -> 84 150 +idx: 110 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 84 150 +idx: 113 entropy_left: 0.9991421039919088 entropy_right : 0.8418521897563207 -> 84 150 +idx: 114 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 84 150 +idx: 117 entropy_left: 0.9940302114769565 entropy_right : 0.8453509366224365 -> 84 150 +idx: 118 entropy_left: 0.9975025463691153 entropy_right : 0.8112781244591328 -> 84 150 +idx: 120 entropy_left: 0.9910760598382222 entropy_right : 0.8366407419411673 -> 84 150 +idx: 122 entropy_left: 0.9980008838722996 entropy_right : 0.74959525725948 -> 84 150 +idx: 127 entropy_left: 0.9807983646944296 entropy_right : 0.828055725379504 -> 84 150 +idx: 130 entropy_left: 0.9945386816500111 entropy_right : 0.6098403047164004 -> 84 150 +idx: 132 entropy_left: 0.9886994082884974 entropy_right : 0.6500224216483541 -> 84 150 +idx: 133 entropy_left: 0.992476003943082 entropy_right : 0.5225593745369408 -> 84 150 +idx: 134 entropy_left: 0.9895875212220557 entropy_right : 0.5435644431995964 -> 84 150 +idx: 135 entropy_left: 0.9930554830121974 entropy_right : 0.35335933502142136 -> 84 150 +idx: 137 entropy_left: 0.987380023288353 entropy_right : 0.39124356362925566 -> 84 150 +idx: 138 entropy_left: 0.9910760598382222 entropy_right : 0 -> 84 150 +cut: 6.0 index: 87 +start: 84 cut: 87 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9456603046006402 ent1= 0 ent2= 0.9182958340544896 +ig= 0.06910519027590012 delta= 2.752625980965303 N 66 term 0.13295445142414786 +idx: 88 entropy_left: 0 entropy_right : 0.9235785996175947 -> 87 150 +idx: 89 entropy_left: 1.0 entropy_right : 0.9127341558073343 -> 87 150 +idx: 91 entropy_left: 0.8112781244591328 entropy_right : 0.9238422284571814 -> 87 150 +idx: 95 entropy_left: 0.9544340029249649 entropy_right : 0.8698926856041563 -> 87 150 +idx: 97 entropy_left: 1.0 entropy_right : 0.8835850861052532 -> 87 150 +idx: 99 entropy_left: 0.9798687566511527 entropy_right : 0.8478617451660526 -> 87 150 +idx: 101 entropy_left: 1.0 entropy_right : 0.863120568566631 -> 87 150 +idx: 102 entropy_left: 0.9967916319816366 entropy_right : 0.8426578772022391 -> 87 150 +idx: 104 entropy_left: 0.9975025463691153 entropy_right : 0.8589810370425963 -> 87 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 87 150 +idx: 106 entropy_left: 0.9980008838722996 entropy_right : 0.8453509366224365 -> 87 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 87 150 +idx: 109 entropy_left: 0.9940302114769565 entropy_right : 0.8390040613676977 -> 87 150 +idx: 110 entropy_left: 0.9986359641585718 entropy_right : 0.8112781244591328 -> 87 150 +idx: 113 entropy_left: 0.9828586897127056 entropy_right : 0.8418521897563207 -> 87 150 +idx: 114 entropy_left: 0.9910760598382222 entropy_right : 0.8112781244591328 -> 87 150 +idx: 117 entropy_left: 0.9709505944546686 entropy_right : 0.8453509366224365 -> 87 150 +idx: 118 entropy_left: 0.9811522341999133 entropy_right : 0.8112781244591328 -> 87 150 +idx: 120 entropy_left: 0.9672947789468944 entropy_right : 0.8366407419411673 -> 87 150 +idx: 122 entropy_left: 0.9852281360342516 entropy_right : 0.74959525725948 -> 87 150 +idx: 127 entropy_left: 0.9544340029249649 entropy_right : 0.828055725379504 -> 87 150 +idx: 130 entropy_left: 0.9807983646944296 entropy_right : 0.6098403047164004 -> 87 150 +idx: 132 entropy_left: 0.9709505944546686 entropy_right : 0.6500224216483541 -> 87 150 +idx: 133 entropy_left: 0.978070970973496 entropy_right : 0.5225593745369408 -> 87 150 +idx: 134 entropy_left: 0.9733854352299557 entropy_right : 0.5435644431995964 -> 87 150 +idx: 135 entropy_left: 0.9798687566511527 entropy_right : 0.35335933502142136 -> 87 150 +idx: 137 entropy_left: 0.9709505944546686 entropy_right : 0.39124356362925566 -> 87 150 +idx: 138 entropy_left: 0.9774178175281716 entropy_right : 0 -> 87 150 +cut: 6.0 index: 88 +start: 87 cut: 88 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9182958340544896 ent1= 0 ent2= 0.9235785996175947 +ig= 0.00937721220860277 delta= 2.8179204531838145 N 63 term 0.13923994862810618 +idx: 89 entropy_left: 0 entropy_right : 0.9127341558073343 -> 88 150 +idx: 91 entropy_left: 0.9182958340544896 entropy_right : 0.9238422284571814 -> 88 150 +idx: 95 entropy_left: 0.863120568566631 entropy_right : 0.8698926856041563 -> 88 150 +idx: 97 entropy_left: 0.9910760598382222 entropy_right : 0.8835850861052532 -> 88 150 +idx: 99 entropy_left: 0.9456603046006402 entropy_right : 0.8478617451660526 -> 88 150 +idx: 101 entropy_left: 0.9957274520849256 entropy_right : 0.863120568566631 -> 88 150 +idx: 102 entropy_left: 0.9852281360342516 entropy_right : 0.8426578772022391 -> 88 150 +idx: 104 entropy_left: 1.0 entropy_right : 0.8589810370425963 -> 88 150 +idx: 105 entropy_left: 0.9975025463691153 entropy_right : 0.8366407419411673 -> 88 150 +idx: 106 entropy_left: 1.0 entropy_right : 0.8453509366224365 -> 88 150 +idx: 107 entropy_left: 0.9980008838722996 entropy_right : 0.8203636429576732 -> 88 150 +idx: 109 entropy_left: 0.9983636725938131 entropy_right : 0.8390040613676977 -> 88 150 +idx: 110 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 88 150 +idx: 113 entropy_left: 0.9895875212220557 entropy_right : 0.8418521897563207 -> 88 150 +idx: 114 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 88 150 +idx: 117 entropy_left: 0.9784493292686189 entropy_right : 0.8453509366224365 -> 88 150 +idx: 118 entropy_left: 0.9871377743721863 entropy_right : 0.8112781244591328 -> 88 150 +idx: 120 entropy_left: 0.9744894033980523 entropy_right : 0.8366407419411673 -> 88 150 +idx: 122 entropy_left: 0.9899927915575188 entropy_right : 0.74959525725948 -> 88 150 +idx: 127 entropy_left: 0.961236604722876 entropy_right : 0.828055725379504 -> 88 150 +idx: 130 entropy_left: 0.9852281360342516 entropy_right : 0.6098403047164004 -> 88 150 +idx: 132 entropy_left: 0.976020648236615 entropy_right : 0.6500224216483541 -> 88 150 +idx: 133 entropy_left: 0.9824740868386409 entropy_right : 0.5225593745369408 -> 88 150 +idx: 134 entropy_left: 0.978070970973496 entropy_right : 0.5435644431995964 -> 88 150 +idx: 135 entropy_left: 0.9839393951635756 entropy_right : 0.35335933502142136 -> 88 150 +idx: 137 entropy_left: 0.9755259511264972 entropy_right : 0.39124356362925566 -> 88 150 +idx: 138 entropy_left: 0.9814538950336535 entropy_right : 0 -> 88 150 +cut: 6.05 index: 89 +start: 88 cut: 89 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9235785996175947 ent1= 0 ent2= 0.9127341558073343 +ig= 0.025565962452314128 delta= 2.7856660344370834 N 62 term 0.14058715116128984 +idx: 91 entropy_left: 0 entropy_right : 0.9238422284571814 -> 89 150 +idx: 95 entropy_left: 0.9182958340544896 entropy_right : 0.8698926856041563 -> 89 150 +idx: 97 entropy_left: 1.0 entropy_right : 0.8835850861052532 -> 89 150 +idx: 99 entropy_left: 0.9709505944546686 entropy_right : 0.8478617451660526 -> 89 150 +idx: 101 entropy_left: 1.0 entropy_right : 0.863120568566631 -> 89 150 +idx: 102 entropy_left: 0.9957274520849256 entropy_right : 0.8426578772022391 -> 89 150 +idx: 104 entropy_left: 0.9967916319816366 entropy_right : 0.8589810370425963 -> 89 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 89 150 +idx: 106 entropy_left: 0.9975025463691153 entropy_right : 0.8453509366224365 -> 89 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 89 150 +idx: 109 entropy_left: 0.9927744539878084 entropy_right : 0.8390040613676977 -> 89 150 +idx: 110 entropy_left: 0.9983636725938131 entropy_right : 0.8112781244591328 -> 89 150 +idx: 113 entropy_left: 0.9798687566511527 entropy_right : 0.8418521897563207 -> 89 150 +idx: 114 entropy_left: 0.9895875212220557 entropy_right : 0.8112781244591328 -> 89 150 +idx: 117 entropy_left: 0.9666186325481028 entropy_right : 0.8453509366224365 -> 89 150 +idx: 118 entropy_left: 0.9784493292686189 entropy_right : 0.8112781244591328 -> 89 150 +idx: 120 entropy_left: 0.9629004147713269 entropy_right : 0.8366407419411673 -> 89 150 +idx: 122 entropy_left: 0.9833761901392237 entropy_right : 0.74959525725948 -> 89 150 +idx: 127 entropy_left: 0.9494520153879484 entropy_right : 0.828055725379504 -> 89 150 +idx: 130 entropy_left: 0.9788698505067785 entropy_right : 0.6098403047164004 -> 89 150 +idx: 132 entropy_left: 0.9681647320759548 entropy_right : 0.6500224216483541 -> 89 150 +idx: 133 entropy_left: 0.976020648236615 entropy_right : 0.5225593745369408 -> 89 150 +idx: 134 entropy_left: 0.9709505944546686 entropy_right : 0.5435644431995964 -> 89 150 +idx: 135 entropy_left: 0.978070970973496 entropy_right : 0.35335933502142136 -> 89 150 +idx: 137 entropy_left: 0.9684610087601622 entropy_right : 0.39124356362925566 -> 89 150 +idx: 138 entropy_left: 0.9755259511264972 entropy_right : 0 -> 89 150 +cut: 6.1 index: 91 +start: 89 cut: 91 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9127341558073343 ent1= 0 ent2= 0.9238422284571814 +ig= 0.019181836479896575 delta= 2.8295710673572985 N 61 term 0.14322068299943963 +idx: 95 entropy_left: 0 entropy_right : 0.8698926856041563 -> 91 150 +idx: 97 entropy_left: 0.9182958340544896 entropy_right : 0.8835850861052532 -> 91 150 +idx: 99 entropy_left: 0.8112781244591328 entropy_right : 0.8478617451660526 -> 91 150 +idx: 101 entropy_left: 0.9709505944546686 entropy_right : 0.863120568566631 -> 91 150 +idx: 102 entropy_left: 0.9456603046006402 entropy_right : 0.8426578772022391 -> 91 150 +idx: 104 entropy_left: 0.9957274520849256 entropy_right : 0.8589810370425963 -> 91 150 +idx: 105 entropy_left: 0.9852281360342516 entropy_right : 0.8366407419411673 -> 91 150 +idx: 106 entropy_left: 0.9967916319816366 entropy_right : 0.8453509366224365 -> 91 150 +idx: 107 entropy_left: 0.9886994082884974 entropy_right : 0.8203636429576732 -> 91 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 91 150 +idx: 110 entropy_left: 0.9980008838722996 entropy_right : 0.8112781244591328 -> 91 150 +idx: 113 entropy_left: 0.9940302114769565 entropy_right : 0.8418521897563207 -> 91 150 +idx: 114 entropy_left: 0.9986359641585718 entropy_right : 0.8112781244591328 -> 91 150 +idx: 117 entropy_left: 0.9828586897127056 entropy_right : 0.8453509366224365 -> 91 150 +idx: 118 entropy_left: 0.9910760598382222 entropy_right : 0.8112781244591328 -> 91 150 +idx: 120 entropy_left: 0.9784493292686189 entropy_right : 0.8366407419411673 -> 91 150 +idx: 122 entropy_left: 0.9932338197397066 entropy_right : 0.74959525725948 -> 91 150 +idx: 127 entropy_left: 0.9640787648082292 entropy_right : 0.828055725379504 -> 91 150 +idx: 130 entropy_left: 0.9881108365218301 entropy_right : 0.6098403047164004 -> 91 150 +idx: 132 entropy_left: 0.9788698505067785 entropy_right : 0.6500224216483541 -> 91 150 +idx: 133 entropy_left: 0.9852281360342516 entropy_right : 0.5225593745369408 -> 91 150 +idx: 134 entropy_left: 0.9807983646944296 entropy_right : 0.5435644431995964 -> 91 150 +idx: 135 entropy_left: 0.9865446300055645 entropy_right : 0.35335933502142136 -> 91 150 +idx: 137 entropy_left: 0.978070970973496 entropy_right : 0.39124356362925566 -> 91 150 +idx: 138 entropy_left: 0.9839393951635756 entropy_right : 0 -> 91 150 +cut: 6.15 index: 95 +start: 91 cut: 95 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9238422284571814 ent1= 0 ent2= 0.8698926856041563 +ig= 0.11292531814822215 delta= 2.6994558363515537 N 59 term 0.14504130222845976 +idx: 97 entropy_left: 0 entropy_right : 0.8835850861052532 -> 95 150 +idx: 99 entropy_left: 1.0 entropy_right : 0.8478617451660526 -> 95 150 +idx: 101 entropy_left: 0.9182958340544896 entropy_right : 0.863120568566631 -> 95 150 +idx: 102 entropy_left: 0.9852281360342516 entropy_right : 0.8426578772022391 -> 95 150 +idx: 104 entropy_left: 0.9182958340544896 entropy_right : 0.8589810370425963 -> 95 150 +idx: 105 entropy_left: 0.9709505944546686 entropy_right : 0.8366407419411673 -> 95 150 +idx: 106 entropy_left: 0.9456603046006402 entropy_right : 0.8453509366224365 -> 95 150 +idx: 107 entropy_left: 0.9798687566511527 entropy_right : 0.8203636429576732 -> 95 150 +idx: 109 entropy_left: 0.9402859586706309 entropy_right : 0.8390040613676977 -> 95 150 +idx: 110 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 95 150 +idx: 113 entropy_left: 0.9182958340544896 entropy_right : 0.8418521897563207 -> 95 150 +idx: 114 entropy_left: 0.9494520153879484 entropy_right : 0.8112781244591328 -> 95 150 +idx: 117 entropy_left: 0.9023932827949789 entropy_right : 0.8453509366224365 -> 95 150 +idx: 118 entropy_left: 0.9321115676166747 entropy_right : 0.8112781244591328 -> 95 150 +idx: 120 entropy_left: 0.904381457724494 entropy_right : 0.8366407419411673 -> 95 150 +idx: 122 entropy_left: 0.9509560484549725 entropy_right : 0.74959525725948 -> 95 150 +idx: 127 entropy_left: 0.8960382325345575 entropy_right : 0.828055725379504 -> 95 150 +idx: 130 entropy_left: 0.9517626756348311 entropy_right : 0.6098403047164004 -> 95 150 +idx: 132 entropy_left: 0.9352691398683566 entropy_right : 0.6500224216483541 -> 95 150 +idx: 133 entropy_left: 0.9494520153879484 entropy_right : 0.5225593745369408 -> 95 150 +idx: 134 entropy_left: 0.9418285354475157 entropy_right : 0.5435644431995964 -> 95 150 +idx: 135 entropy_left: 0.9544340029249649 entropy_right : 0.35335933502142136 -> 95 150 +idx: 137 entropy_left: 0.9402859586706309 entropy_right : 0.39124356362925566 -> 95 150 +idx: 138 entropy_left: 0.9522656254366642 entropy_right : 0 -> 95 150 +cut: 6.2 index: 97 +start: 95 cut: 97 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8698926856041563 ent1= 0 ent2= 0.8835850861052532 +ig= 0.018437966266366845 delta= 2.8347397230597977 N 55 term 0.15617504045860486 +idx: 99 entropy_left: 0 entropy_right : 0.8478617451660526 -> 97 150 +idx: 101 entropy_left: 1.0 entropy_right : 0.863120568566631 -> 97 150 +idx: 102 entropy_left: 0.9709505944546686 entropy_right : 0.8426578772022391 -> 97 150 +idx: 104 entropy_left: 0.9852281360342516 entropy_right : 0.8589810370425963 -> 97 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 97 150 +idx: 106 entropy_left: 0.9910760598382222 entropy_right : 0.8453509366224365 -> 97 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 97 150 +idx: 109 entropy_left: 0.9798687566511527 entropy_right : 0.8390040613676977 -> 97 150 +idx: 110 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 97 150 +idx: 113 entropy_left: 0.9544340029249649 entropy_right : 0.8418521897563207 -> 97 150 +idx: 114 entropy_left: 0.9774178175281716 entropy_right : 0.8112781244591328 -> 97 150 +idx: 117 entropy_left: 0.934068055375491 entropy_right : 0.8453509366224365 -> 97 150 +idx: 118 entropy_left: 0.9587118829771318 entropy_right : 0.8112781244591328 -> 97 150 +idx: 120 entropy_left: 0.9321115676166747 entropy_right : 0.8366407419411673 -> 97 150 +idx: 122 entropy_left: 0.9709505944546686 entropy_right : 0.74959525725948 -> 97 150 +idx: 127 entropy_left: 0.9182958340544896 entropy_right : 0.828055725379504 -> 97 150 +idx: 130 entropy_left: 0.9672947789468944 entropy_right : 0.6098403047164004 -> 97 150 +idx: 132 entropy_left: 0.9517626756348311 entropy_right : 0.6500224216483541 -> 97 150 +idx: 133 entropy_left: 0.9640787648082292 entropy_right : 0.5225593745369408 -> 97 150 +idx: 134 entropy_left: 0.9568886656798212 entropy_right : 0.5435644431995964 -> 97 150 +idx: 135 entropy_left: 0.9677884628267679 entropy_right : 0.35335933502142136 -> 97 150 +idx: 137 entropy_left: 0.9544340029249649 entropy_right : 0.39124356362925566 -> 97 150 +idx: 138 entropy_left: 0.9649567669505688 entropy_right : 0 -> 97 150 +cut: 6.25 index: 99 +start: 97 cut: 99 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8835850861052532 ent1= 0 ent2= 0.8478617451660526 +ig= 0.06771812377565545 delta= 2.735908240179203 N 53 term 0.15917637657208103 +idx: 101 entropy_left: 0 entropy_right : 0.863120568566631 -> 99 150 +idx: 102 entropy_left: 0.9182958340544896 entropy_right : 0.8426578772022391 -> 99 150 +idx: 104 entropy_left: 0.7219280948873623 entropy_right : 0.8589810370425963 -> 99 150 +idx: 105 entropy_left: 0.9182958340544896 entropy_right : 0.8366407419411673 -> 99 150 +idx: 106 entropy_left: 0.863120568566631 entropy_right : 0.8453509366224365 -> 99 150 +idx: 107 entropy_left: 0.9544340029249649 entropy_right : 0.8203636429576732 -> 99 150 +idx: 109 entropy_left: 0.8812908992306927 entropy_right : 0.8390040613676977 -> 99 150 +idx: 110 entropy_left: 0.9456603046006402 entropy_right : 0.8112781244591328 -> 99 150 +idx: 113 entropy_left: 0.863120568566631 entropy_right : 0.8418521897563207 -> 99 150 +idx: 114 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 99 150 +idx: 117 entropy_left: 0.8524051786494786 entropy_right : 0.8453509366224365 -> 99 150 +idx: 118 entropy_left: 0.8997437586982626 entropy_right : 0.8112781244591328 -> 99 150 +idx: 120 entropy_left: 0.863120568566631 entropy_right : 0.8366407419411673 -> 99 150 +idx: 122 entropy_left: 0.9321115676166747 entropy_right : 0.74959525725948 -> 99 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 99 150 +idx: 130 entropy_left: 0.9383153522334069 entropy_right : 0.6098403047164004 -> 99 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 99 150 +idx: 133 entropy_left: 0.9366673818775626 entropy_right : 0.5225593745369408 -> 99 150 +idx: 134 entropy_left: 0.9275265884316759 entropy_right : 0.5435644431995964 -> 99 150 +idx: 135 entropy_left: 0.943601631299382 entropy_right : 0.35335933502142136 -> 99 150 +idx: 137 entropy_left: 0.9268190639645772 entropy_right : 0.39124356362925566 -> 99 150 +idx: 138 entropy_left: 0.9418285354475157 entropy_right : 0 -> 99 150 +cut: 6.3 index: 101 +start: 99 cut: 101 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8478617451660526 ent1= 0 ent2= 0.863120568566631 +ig= 0.018589042033407166 delta= 2.837872568858761 N 51 term 0.16630840703202912 +idx: 102 entropy_left: 0 entropy_right : 0.8426578772022391 -> 101 150 +idx: 104 entropy_left: 0.9182958340544896 entropy_right : 0.8589810370425963 -> 101 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 101 150 +idx: 106 entropy_left: 0.9709505944546686 entropy_right : 0.8453509366224365 -> 101 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 101 150 +idx: 109 entropy_left: 0.9544340029249649 entropy_right : 0.8390040613676977 -> 101 150 +idx: 110 entropy_left: 0.9910760598382222 entropy_right : 0.8112781244591328 -> 101 150 +idx: 113 entropy_left: 0.9182958340544896 entropy_right : 0.8418521897563207 -> 101 150 +idx: 114 entropy_left: 0.961236604722876 entropy_right : 0.8112781244591328 -> 101 150 +idx: 117 entropy_left: 0.8960382325345575 entropy_right : 0.8453509366224365 -> 101 150 +idx: 118 entropy_left: 0.9366673818775626 entropy_right : 0.8112781244591328 -> 101 150 +idx: 120 entropy_left: 0.8997437586982626 entropy_right : 0.8366407419411673 -> 101 150 +idx: 122 entropy_left: 0.9587118829771318 entropy_right : 0.74959525725948 -> 101 150 +idx: 127 entropy_left: 0.8904916402194913 entropy_right : 0.828055725379504 -> 101 150 +idx: 130 entropy_left: 0.9575534837147482 entropy_right : 0.6098403047164004 -> 101 150 +idx: 132 entropy_left: 0.9383153522334069 entropy_right : 0.6500224216483541 -> 101 150 +idx: 133 entropy_left: 0.9544340029249649 entropy_right : 0.5225593745369408 -> 101 150 +idx: 134 entropy_left: 0.9456603046006402 entropy_right : 0.5435644431995964 -> 101 150 +idx: 135 entropy_left: 0.9596868937742169 entropy_right : 0.35335933502142136 -> 101 150 +idx: 137 entropy_left: 0.943601631299382 entropy_right : 0.39124356362925566 -> 101 150 +idx: 138 entropy_left: 0.9568886656798212 entropy_right : 0 -> 101 150 +cut: 6.3 index: 102 +start: 101 cut: 102 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.863120568566631 ent1= 0 ent2= 0.8426578772022391 +ig= 0.03765979089913152 delta= 2.7664295393288203 N 49 term 0.17043657224591788 +idx: 104 entropy_left: 0 entropy_right : 0.8589810370425963 -> 102 150 +idx: 105 entropy_left: 0.9182958340544896 entropy_right : 0.8366407419411673 -> 102 150 +idx: 106 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 102 150 +idx: 107 entropy_left: 0.9709505944546686 entropy_right : 0.8203636429576732 -> 102 150 +idx: 109 entropy_left: 0.863120568566631 entropy_right : 0.8390040613676977 -> 102 150 +idx: 110 entropy_left: 0.9544340029249649 entropy_right : 0.8112781244591328 -> 102 150 +idx: 113 entropy_left: 0.8453509366224365 entropy_right : 0.8418521897563207 -> 102 150 +idx: 114 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 102 150 +idx: 117 entropy_left: 0.8366407419411673 entropy_right : 0.8453509366224365 -> 102 150 +idx: 118 entropy_left: 0.8960382325345575 entropy_right : 0.8112781244591328 -> 102 150 +idx: 120 entropy_left: 0.8524051786494786 entropy_right : 0.8366407419411673 -> 102 150 +idx: 122 entropy_left: 0.934068055375491 entropy_right : 0.74959525725948 -> 102 150 +idx: 127 entropy_left: 0.8554508105601307 entropy_right : 0.828055725379504 -> 102 150 +idx: 130 entropy_left: 0.9402859586706309 entropy_right : 0.6098403047164004 -> 102 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 102 150 +idx: 133 entropy_left: 0.9383153522334069 entropy_right : 0.5225593745369408 -> 102 150 +idx: 134 entropy_left: 0.9283620723948678 entropy_right : 0.5435644431995964 -> 102 150 +idx: 135 entropy_left: 0.9456603046006402 entropy_right : 0.35335933502142136 -> 102 150 +idx: 137 entropy_left: 0.9275265884316759 entropy_right : 0.39124356362925566 -> 102 150 +idx: 138 entropy_left: 0.943601631299382 entropy_right : 0 -> 102 150 +cut: 6.3 index: 104 +start: 102 cut: 104 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8426578772022391 ent1= 0 ent2= 0.8589810370425963 +ig= 0.019467716703084226 delta= 2.8400012417383187 N 48 term 0.17488729361283242 +idx: 105 entropy_left: 0 entropy_right : 0.8366407419411673 -> 104 150 +idx: 106 entropy_left: 1.0 entropy_right : 0.8453509366224365 -> 104 150 +idx: 107 entropy_left: 0.9182958340544896 entropy_right : 0.8203636429576732 -> 104 150 +idx: 109 entropy_left: 0.9709505944546686 entropy_right : 0.8390040613676977 -> 104 150 +idx: 110 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 104 150 +idx: 113 entropy_left: 0.9182958340544896 entropy_right : 0.8418521897563207 -> 104 150 +idx: 114 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 104 150 +idx: 117 entropy_left: 0.8904916402194913 entropy_right : 0.8453509366224365 -> 104 150 +idx: 118 entropy_left: 0.9402859586706309 entropy_right : 0.8112781244591328 -> 104 150 +idx: 120 entropy_left: 0.8960382325345575 entropy_right : 0.8366407419411673 -> 104 150 +idx: 122 entropy_left: 0.9640787648082292 entropy_right : 0.74959525725948 -> 104 150 +idx: 127 entropy_left: 0.8865408928220899 entropy_right : 0.828055725379504 -> 104 150 +idx: 130 entropy_left: 0.961236604722876 entropy_right : 0.6098403047164004 -> 104 150 +idx: 132 entropy_left: 0.9402859586706309 entropy_right : 0.6500224216483541 -> 104 150 +idx: 133 entropy_left: 0.9575534837147482 entropy_right : 0.5225593745369408 -> 104 150 +idx: 134 entropy_left: 0.9480782435939054 entropy_right : 0.5435644431995964 -> 104 150 +idx: 135 entropy_left: 0.9629004147713269 entropy_right : 0.35335933502142136 -> 104 150 +idx: 137 entropy_left: 0.9456603046006402 entropy_right : 0.39124356362925566 -> 104 150 +idx: 138 entropy_left: 0.9596868937742169 entropy_right : 0 -> 104 150 +cut: 6.3 index: 105 +start: 104 cut: 105 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8589810370425963 ent1= 0 ent2= 0.8366407419411673 +ig= 0.040528137317541346 delta= 2.762674331854746 N 46 term 0.17944624843879176 +idx: 106 entropy_left: 0 entropy_right : 0.8453509366224365 -> 105 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 105 150 +idx: 109 entropy_left: 0.8112781244591328 entropy_right : 0.8390040613676977 -> 105 150 +idx: 110 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 105 150 +idx: 113 entropy_left: 0.8112781244591328 entropy_right : 0.8418521897563207 -> 105 150 +idx: 114 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 105 150 +idx: 117 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 105 150 +idx: 118 entropy_left: 0.8904916402194913 entropy_right : 0.8112781244591328 -> 105 150 +idx: 120 entropy_left: 0.8366407419411673 entropy_right : 0.8366407419411673 -> 105 150 +idx: 122 entropy_left: 0.9366673818775626 entropy_right : 0.74959525725948 -> 105 150 +idx: 127 entropy_left: 0.8453509366224365 entropy_right : 0.828055725379504 -> 105 150 +idx: 130 entropy_left: 0.9426831892554922 entropy_right : 0.6098403047164004 -> 105 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 105 150 +idx: 133 entropy_left: 0.9402859586706309 entropy_right : 0.5225593745369408 -> 105 150 +idx: 134 entropy_left: 0.9293636260137187 entropy_right : 0.5435644431995964 -> 105 150 +idx: 135 entropy_left: 0.9480782435939054 entropy_right : 0.35335933502142136 -> 105 150 +idx: 137 entropy_left: 0.9283620723948678 entropy_right : 0.39124356362925566 -> 105 150 +idx: 138 entropy_left: 0.9456603046006402 entropy_right : 0 -> 105 150 +cut: 6.3 index: 106 +start: 105 cut: 106 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8366407419411673 ent1= 0 ent2= 0.8453509366224365 +ig= 0.010075381688118279 delta= 2.824775311420143 N 45 term 0.18409348733460978 +idx: 107 entropy_left: 0 entropy_right : 0.8203636429576732 -> 106 150 +idx: 109 entropy_left: 0.9182958340544896 entropy_right : 0.8390040613676977 -> 106 150 +idx: 110 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 106 150 +idx: 113 entropy_left: 0.863120568566631 entropy_right : 0.8418521897563207 -> 106 150 +idx: 114 entropy_left: 0.9544340029249649 entropy_right : 0.8112781244591328 -> 106 150 +idx: 117 entropy_left: 0.8453509366224365 entropy_right : 0.8453509366224365 -> 106 150 +idx: 118 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 106 150 +idx: 120 entropy_left: 0.863120568566631 entropy_right : 0.8366407419411673 -> 106 150 +idx: 122 entropy_left: 0.9544340029249649 entropy_right : 0.74959525725948 -> 106 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 106 150 +idx: 130 entropy_left: 0.9544340029249649 entropy_right : 0.6098403047164004 -> 106 150 +idx: 132 entropy_left: 0.930586129131993 entropy_right : 0.6500224216483541 -> 106 150 +idx: 133 entropy_left: 0.9509560484549725 entropy_right : 0.5225593745369408 -> 106 150 +idx: 134 entropy_left: 0.9402859586706309 entropy_right : 0.5435644431995964 -> 106 150 +idx: 135 entropy_left: 0.9575534837147482 entropy_right : 0.35335933502142136 -> 106 150 +idx: 137 entropy_left: 0.9383153522334069 entropy_right : 0.39124356362925566 -> 106 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 106 150 +cut: 6.3 index: 107 +start: 106 cut: 107 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8453509366224365 ent1= 0 ent2= 0.8203636429576732 +ig= 0.043631921913801386 delta= 2.7573803347280776 N 44 term 0.18599193385068583 +idx: 109 entropy_left: 0 entropy_right : 0.8390040613676977 -> 107 150 +idx: 110 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 107 150 +idx: 113 entropy_left: 0.6500224216483541 entropy_right : 0.8418521897563207 -> 107 150 +idx: 114 entropy_left: 0.863120568566631 entropy_right : 0.8112781244591328 -> 107 150 +idx: 117 entropy_left: 0.7219280948873623 entropy_right : 0.8453509366224365 -> 107 150 +idx: 118 entropy_left: 0.8453509366224365 entropy_right : 0.8112781244591328 -> 107 150 +idx: 120 entropy_left: 0.7793498372920852 entropy_right : 0.8366407419411673 -> 107 150 +idx: 122 entropy_left: 0.9182958340544896 entropy_right : 0.74959525725948 -> 107 150 +idx: 127 entropy_left: 0.8112781244591328 entropy_right : 0.828055725379504 -> 107 150 +idx: 130 entropy_left: 0.9321115676166747 entropy_right : 0.6098403047164004 -> 107 150 +idx: 132 entropy_left: 0.904381457724494 entropy_right : 0.6500224216483541 -> 107 150 +idx: 133 entropy_left: 0.930586129131993 entropy_right : 0.5225593745369408 -> 107 150 +idx: 134 entropy_left: 0.9182958340544896 entropy_right : 0.5435644431995964 -> 107 150 +idx: 135 entropy_left: 0.9402859586706309 entropy_right : 0.35335933502142136 -> 107 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 107 150 +idx: 138 entropy_left: 0.9383153522334069 entropy_right : 0 -> 107 150 +cut: 6.4 index: 109 +start: 107 cut: 109 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8203636429576732 ent1= 0 ent2= 0.8390040613676977 +ig= 0.020383026304752083 delta= 2.8446357588776534 N 43 term 0.19155705073619567 +idx: 110 entropy_left: 0 entropy_right : 0.8112781244591328 -> 109 150 +idx: 113 entropy_left: 0.8112781244591328 entropy_right : 0.8418521897563207 -> 109 150 +idx: 114 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 109 150 +idx: 117 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 109 150 +idx: 118 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 109 150 +idx: 120 entropy_left: 0.8453509366224365 entropy_right : 0.8366407419411673 -> 109 150 +idx: 122 entropy_left: 0.961236604722876 entropy_right : 0.74959525725948 -> 109 150 +idx: 127 entropy_left: 0.8524051786494786 entropy_right : 0.828055725379504 -> 109 150 +idx: 130 entropy_left: 0.9587118829771318 entropy_right : 0.6098403047164004 -> 109 150 +idx: 132 entropy_left: 0.9321115676166747 entropy_right : 0.6500224216483541 -> 109 150 +idx: 133 entropy_left: 0.9544340029249649 entropy_right : 0.5225593745369408 -> 109 150 +idx: 134 entropy_left: 0.9426831892554922 entropy_right : 0.5435644431995964 -> 109 150 +idx: 135 entropy_left: 0.961236604722876 entropy_right : 0.35335933502142136 -> 109 150 +idx: 137 entropy_left: 0.9402859586706309 entropy_right : 0.39124356362925566 -> 109 150 +idx: 138 entropy_left: 0.9575534837147482 entropy_right : 0 -> 109 150 +cut: 6.4 index: 110 +start: 109 cut: 110 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8390040613676977 ent1= 0 ent2= 0.8112781244591328 +ig= 0.04751320823683636 delta= 2.7519030482404743 N 41 term 0.19692271080799603 +idx: 113 entropy_left: 0 entropy_right : 0.8418521897563207 -> 110 150 +idx: 114 entropy_left: 0.8112781244591328 entropy_right : 0.8112781244591328 -> 110 150 +idx: 117 entropy_left: 0.5916727785823275 entropy_right : 0.8453509366224365 -> 110 150 +idx: 118 entropy_left: 0.8112781244591328 entropy_right : 0.8112781244591328 -> 110 150 +idx: 120 entropy_left: 0.7219280948873623 entropy_right : 0.8366407419411673 -> 110 150 +idx: 122 entropy_left: 0.9182958340544896 entropy_right : 0.74959525725948 -> 110 150 +idx: 127 entropy_left: 0.7871265862012691 entropy_right : 0.828055725379504 -> 110 150 +idx: 130 entropy_left: 0.934068055375491 entropy_right : 0.6098403047164004 -> 110 150 +idx: 132 entropy_left: 0.9023932827949789 entropy_right : 0.6500224216483541 -> 110 150 +idx: 133 entropy_left: 0.9321115676166747 entropy_right : 0.5225593745369408 -> 110 150 +idx: 134 entropy_left: 0.9182958340544896 entropy_right : 0.5435644431995964 -> 110 150 +idx: 135 entropy_left: 0.9426831892554922 entropy_right : 0.35335933502142136 -> 110 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 110 150 +idx: 138 entropy_left: 0.9402859586706309 entropy_right : 0 -> 110 150 +cut: 6.4 index: 113 +start: 110 cut: 113 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8112781244591328 ent1= 0 ent2= 0.8418521897563207 +ig= 0.03256484893453615 delta= 2.86850305265198 N 40 term 0.20384763178785575 +idx: 114 entropy_left: 0 entropy_right : 0.8112781244591328 -> 113 150 +idx: 117 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 113 150 +idx: 118 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 113 150 +idx: 120 entropy_left: 0.863120568566631 entropy_right : 0.8366407419411673 -> 113 150 +idx: 122 entropy_left: 0.9910760598382222 entropy_right : 0.74959525725948 -> 113 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 113 150 +idx: 130 entropy_left: 0.9774178175281716 entropy_right : 0.6098403047164004 -> 113 150 +idx: 132 entropy_left: 0.9494520153879484 entropy_right : 0.6500224216483541 -> 113 150 +idx: 133 entropy_left: 0.9709505944546686 entropy_right : 0.5225593745369408 -> 113 150 +idx: 134 entropy_left: 0.9587118829771318 entropy_right : 0.5435644431995964 -> 113 150 +idx: 135 entropy_left: 0.976020648236615 entropy_right : 0.35335933502142136 -> 113 150 +idx: 137 entropy_left: 0.9544340029249649 entropy_right : 0.39124356362925566 -> 113 150 +idx: 138 entropy_left: 0.9709505944546686 entropy_right : 0 -> 113 150 +cut: 6.4 index: 114 +start: 113 cut: 114 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8418521897563207 ent1= 0 ent2= 0.8112781244591328 +ig= 0.05250050109338056 delta= 2.746206791463228 N 37 term 0.21394950791636597 +idx: 117 entropy_left: 0 entropy_right : 0.8453509366224365 -> 114 150 +idx: 118 entropy_left: 0.8112781244591328 entropy_right : 0.8112781244591328 -> 114 150 +idx: 120 entropy_left: 0.6500224216483541 entropy_right : 0.8366407419411673 -> 114 150 +idx: 122 entropy_left: 0.9544340029249649 entropy_right : 0.74959525725948 -> 114 150 +idx: 127 entropy_left: 0.7793498372920852 entropy_right : 0.828055725379504 -> 114 150 +idx: 130 entropy_left: 0.9544340029249649 entropy_right : 0.6098403047164004 -> 114 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 114 150 +idx: 133 entropy_left: 0.9494520153879484 entropy_right : 0.5225593745369408 -> 114 150 +idx: 134 entropy_left: 0.934068055375491 entropy_right : 0.5435644431995964 -> 114 150 +idx: 135 entropy_left: 0.9587118829771318 entropy_right : 0.35335933502142136 -> 114 150 +idx: 137 entropy_left: 0.9321115676166747 entropy_right : 0.39124356362925566 -> 114 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 114 150 +cut: 6.5 index: 117 +start: 114 cut: 117 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8112781244591328 ent1= 0 ent2= 0.8453509366224365 +ig= 0.03637309922189935 delta= 2.8755005463842114 N 36 term 0.22235509898136602 +idx: 118 entropy_left: 0 entropy_right : 0.8112781244591328 -> 117 150 +idx: 120 entropy_left: 0.9182958340544896 entropy_right : 0.8366407419411673 -> 117 150 +idx: 122 entropy_left: 0.9709505944546686 entropy_right : 0.74959525725948 -> 117 150 +idx: 127 entropy_left: 0.8812908992306927 entropy_right : 0.828055725379504 -> 117 150 +idx: 130 entropy_left: 0.9957274520849256 entropy_right : 0.6098403047164004 -> 117 150 +idx: 132 entropy_left: 0.9709505944546686 entropy_right : 0.6500224216483541 -> 117 150 +idx: 133 entropy_left: 0.9886994082884974 entropy_right : 0.5225593745369408 -> 117 150 +idx: 134 entropy_left: 0.9774178175281716 entropy_right : 0.5435644431995964 -> 117 150 +idx: 135 entropy_left: 0.9910760598382222 entropy_right : 0.35335933502142136 -> 117 150 +idx: 137 entropy_left: 0.9709505944546686 entropy_right : 0.39124356362925566 -> 117 150 +idx: 138 entropy_left: 0.9852281360342516 entropy_right : 0 -> 117 150 +cut: 6.5 index: 118 +start: 117 cut: 118 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8453509366224365 ent1= 0 ent2= 0.8112781244591328 +ig= 0.058656997752974394 delta= 2.739209297730997 N 33 term 0.23452149387063628 +idx: 120 entropy_left: 0 entropy_right : 0.8366407419411673 -> 118 150 +idx: 122 entropy_left: 1.0 entropy_right : 0.74959525725948 -> 118 150 +idx: 127 entropy_left: 0.7642045065086203 entropy_right : 0.828055725379504 -> 118 150 +idx: 130 entropy_left: 0.9798687566511527 entropy_right : 0.6098403047164004 -> 118 150 +idx: 132 entropy_left: 0.9402859586706309 entropy_right : 0.6500224216483541 -> 118 150 +idx: 133 entropy_left: 0.9709505944546686 entropy_right : 0.5225593745369408 -> 118 150 +idx: 134 entropy_left: 0.9544340029249649 entropy_right : 0.5435644431995964 -> 118 150 +idx: 135 entropy_left: 0.9774178175281716 entropy_right : 0.35335933502142136 -> 118 150 +idx: 137 entropy_left: 0.9494520153879484 entropy_right : 0.39124356362925566 -> 118 150 +idx: 138 entropy_left: 0.9709505944546686 entropy_right : 0 -> 118 150 +cut: 6.55 index: 120 +start: 118 cut: 120 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8112781244591328 ent1= 0 ent2= 0.8366407419411673 +ig= 0.02692742888928845 delta= 2.858080157021673 N 32 term 0.24413363960651716 +idx: 122 entropy_left: 0 entropy_right : 0.74959525725948 -> 120 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 120 150 +idx: 130 entropy_left: 1.0 entropy_right : 0.6098403047164004 -> 120 150 +idx: 132 entropy_left: 0.9798687566511527 entropy_right : 0.6500224216483541 -> 120 150 +idx: 133 entropy_left: 0.9957274520849256 entropy_right : 0.5225593745369408 -> 120 150 +idx: 134 entropy_left: 0.9852281360342516 entropy_right : 0.5435644431995964 -> 120 150 +idx: 135 entropy_left: 0.9967916319816366 entropy_right : 0.35335933502142136 -> 120 150 +idx: 137 entropy_left: 0.9774178175281716 entropy_right : 0.39124356362925566 -> 120 150 +idx: 138 entropy_left: 0.9910760598382222 entropy_right : 0 -> 120 150 +cut: 6.65 index: 122 +start: 120 cut: 122 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8366407419411673 ent1= 0 ent2= 0.74959525725948 +ig= 0.13701850183231934 delta= 2.6332639526942296 N 30 term 0.24970816492739342 +idx: 127 entropy_left: 0 entropy_right : 0.828055725379504 -> 122 150 +idx: 130 entropy_left: 0.9544340029249649 entropy_right : 0.6098403047164004 -> 122 150 +idx: 132 entropy_left: 0.8812908992306927 entropy_right : 0.6500224216483541 -> 122 150 +idx: 133 entropy_left: 0.9456603046006402 entropy_right : 0.5225593745369408 -> 122 150 +idx: 134 entropy_left: 0.9182958340544896 entropy_right : 0.5435644431995964 -> 122 150 +idx: 135 entropy_left: 0.961236604722876 entropy_right : 0.35335933502142136 -> 122 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 122 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 122 150 +cut: 6.7 index: 127 +start: 122 cut: 127 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.74959525725948 ent1= 0 ent2= 0.828055725379504 +ig= 0.06940662569774458 delta= 2.9642758582976523 N 28 term 0.2756844057307543 +idx: 130 entropy_left: 0 entropy_right : 0.6098403047164004 -> 127 150 +idx: 132 entropy_left: 0.9709505944546686 entropy_right : 0.6500224216483541 -> 127 150 +idx: 133 entropy_left: 0.9182958340544896 entropy_right : 0.5225593745369408 -> 127 150 +idx: 134 entropy_left: 0.9852281360342516 entropy_right : 0.5435644431995964 -> 127 150 +idx: 135 entropy_left: 0.9544340029249649 entropy_right : 0.35335933502142136 -> 127 150 +idx: 137 entropy_left: 1.0 entropy_right : 0.39124356362925566 -> 127 150 +idx: 138 entropy_left: 0.9940302114769565 entropy_right : 0 -> 127 150 +cut: 6.75 index: 130 +start: 127 cut: 130 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.828055725379504 ent1= 0 ent2= 0.6098403047164004 +ig= 0.2977598082348081 delta= 2.370924080731397 N 23 term 0.2969719869290737 +¡Ding! 6.75 130 +idx: 132 entropy_left: 0 entropy_right : 0.6500224216483541 -> 130 150 +idx: 133 entropy_left: 0.9182958340544896 entropy_right : 0.5225593745369408 -> 130 150 +idx: 134 entropy_left: 0.8112781244591328 entropy_right : 0.5435644431995964 -> 130 150 +idx: 135 entropy_left: 0.9709505944546686 entropy_right : 0.35335933502142136 -> 130 150 +idx: 137 entropy_left: 0.863120568566631 entropy_right : 0.39124356362925566 -> 130 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 130 150 +cut: 6.8 index: 132 +start: 130 cut: 132 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.6098403047164004 ent1= 0 ent2= 0.6500224216483541 +ig= 0.024820125232881685 delta= 2.887719155921512 N 20 term 0.3567823334682549 +idx: 133 entropy_left: 0 entropy_right : 0.5225593745369408 -> 132 150 +idx: 134 entropy_left: 1.0 entropy_right : 0.5435644431995964 -> 132 150 +idx: 135 entropy_left: 0.9182958340544896 entropy_right : 0.35335933502142136 -> 132 150 +idx: 137 entropy_left: 0.9709505944546686 entropy_right : 0.39124356362925566 -> 132 150 +idx: 138 entropy_left: 1.0 entropy_right : 0 -> 132 150 +cut: 6.85 index: 133 +start: 132 cut: 133 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.6500224216483541 ent1= 0 ent2= 0.5225593745369408 +ig= 0.1564941234745767 delta= 2.5524288278347775 N 18 term 0.36888287050472873 +idx: 134 entropy_left: 0 entropy_right : 0.5435644431995964 -> 133 150 +idx: 135 entropy_left: 1.0 entropy_right : 0.35335933502142136 -> 133 150 +idx: 137 entropy_left: 0.8112781244591328 entropy_right : 0.39124356362925566 -> 133 150 +idx: 138 entropy_left: 0.9709505944546686 entropy_right : 0 -> 133 150 +cut: 6.9 index: 134 +start: 133 cut: 134 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.5225593745369408 ent1= 0 ent2= 0.5435644431995964 +ig= 0.010969310349085326 delta= 2.849365059382915 N 17 term 0.4029038270225244 +idx: 135 entropy_left: 0 entropy_right : 0.35335933502142136 -> 134 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 134 150 +idx: 138 entropy_left: 1.0 entropy_right : 0 -> 134 150 +cut: 6.9 index: 135 +start: 134 cut: 135 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.5435644431995964 ent1= 0 ent2= 0.35335933502142136 +ig= 0.21229006661701388 delta= 2.426944705701254 N 16 term 0.39586470633186077 +idx: 137 entropy_left: 0 entropy_right : 0.39124356362925566 -> 135 150 +idx: 138 entropy_left: 0.9182958340544896 entropy_right : 0 -> 135 150 +cut: 6.95 index: 137 +start: 135 cut: 137 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.35335933502142136 ent1= 0 ent2= 0.39124356362925566 +ig= 0.01428157987606643 delta= 2.8831233792732727 N 15 term 0.44603188675539174 +idx: 138 entropy_left: 0 entropy_right : 0 -> 137 150 +cut: 7.05 index: 138 +start: 137 cut: 138 end: 150 +k= 2 k1= 1 k2= 1 ent= 0.39124356362925566 ent1= 0 ent2= 0 +ig= 0.39124356362925566 delta= 2.0248677947990927 N 13 term 0.4315254073477115 +idx: 20 entropy_left: 0 entropy_right : 1.5485806065228545 -> 0 150 +idx: 21 entropy_left: 0.2761954276479391 entropy_right : 1.549829505666378 -> 0 150 +idx: 22 entropy_left: 0.5304060778306042 entropy_right : 1.5511852922535474 -> 0 150 +idx: 24 entropy_left: 0.4971501836369671 entropy_right : 1.5419822842863982 -> 0 150 +idx: 25 entropy_left: 0.6395563653739031 entropy_right : 1.5433449229510985 -> 0 150 +idx: 29 entropy_left: 0.574828144380386 entropy_right : 1.5202013991459298 -> 0 150 +idx: 30 entropy_left: 0.6746799231474564 entropy_right : 1.521677608876836 -> 0 150 +idx: 33 entropy_left: 0.6311718053929063 entropy_right : 1.4992098113026513 -> 0 150 +idx: 34 entropy_left: 0.7085966983474103 entropy_right : 1.5007111828980744 -> 0 150 +idx: 44 entropy_left: 0.5928251064639408 entropy_right : 1.3764263022492553 -> 0 150 +idx: 45 entropy_left: 0.6531791627726858 entropy_right : 1.3779796176519241 -> 0 150 +idx: 51 entropy_left: 0.5990326006132177 entropy_right : 1.2367928607774141 -> 0 150 +idx: 52 entropy_left: 0.6496096346956632 entropy_right : 1.2377158231343603 -> 0 150 +idx: 53 entropy_left: 0.6412482850735854 entropy_right : 1.2046986815511866 -> 0 150 +idx: 58 entropy_left: 0.8211258609270055 entropy_right : 1.2056112071736118 -> 0 150 +idx: 59 entropy_left: 0.8128223064150747 entropy_right : 1.167065448996099 -> 0 150 +idx: 61 entropy_left: 0.8623538561746379 entropy_right : 1.1653351793699953 -> 0 150 +idx: 62 entropy_left: 0.9353028851500502 entropy_right : 1.1687172769890006 -> 0 150 +idx: 68 entropy_left: 1.031929035599206 entropy_right : 1.1573913563403753 -> 0 150 +idx: 69 entropy_left: 1.0246284743137688 entropy_right : 1.109500797247481 -> 0 150 +idx: 70 entropy_left: 1.036186417911213 entropy_right : 1.105866621101474 -> 0 150 +idx: 71 entropy_left: 1.0895830429620594 entropy_right : 1.1104593064416028 -> 0 150 +idx: 72 entropy_left: 1.0822273380873693 entropy_right : 1.0511407586429597 -> 0 150 +idx: 74 entropy_left: 1.1015727511177442 entropy_right : 1.041722068095403 -> 0 150 +idx: 75 entropy_left: 1.1457749842070042 entropy_right : 1.0462881865460743 -> 0 150 +idx: 76 entropy_left: 1.1387129726704701 entropy_right : 0.9568886656798212 -> 0 150 +idx: 77 entropy_left: 1.1468549240968817 entropy_right : 0.9505668528932196 -> 0 150 +idx: 78 entropy_left: 1.1848333092150132 entropy_right : 0.9544340029249649 -> 0 150 +idx: 79 entropy_left: 1.1918623939938016 entropy_right : 0.9477073729342066 -> 0 150 +idx: 81 entropy_left: 1.2548698305334247 entropy_right : 0.9557589912150009 -> 0 150 +idx: 83 entropy_left: 1.2659342914094807 entropy_right : 0.9411864371816835 -> 0 150 +idx: 84 entropy_left: 1.2922669208691815 entropy_right : 0.9456603046006402 -> 0 150 +idx: 87 entropy_left: 1.3041589171425696 entropy_right : 0.9182958340544896 -> 0 150 +idx: 88 entropy_left: 1.327572716814381 entropy_right : 0.9235785996175947 -> 0 150 +idx: 89 entropy_left: 1.330465426809402 entropy_right : 0.9127341558073343 -> 0 150 +idx: 91 entropy_left: 1.3709454625942779 entropy_right : 0.9238422284571814 -> 0 150 +idx: 95 entropy_left: 1.378063041001916 entropy_right : 0.8698926856041563 -> 0 150 +idx: 97 entropy_left: 1.4115390027326744 entropy_right : 0.8835850861052532 -> 0 150 +idx: 99 entropy_left: 1.4130351465796736 entropy_right : 0.8478617451660526 -> 0 150 +idx: 101 entropy_left: 1.4412464483479606 entropy_right : 0.863120568566631 -> 0 150 +idx: 102 entropy_left: 1.4415827640191903 entropy_right : 0.8426578772022391 -> 0 150 +idx: 104 entropy_left: 1.4655411381577925 entropy_right : 0.8589810370425963 -> 0 150 +idx: 105 entropy_left: 1.465665295753282 entropy_right : 0.8366407419411673 -> 0 150 +idx: 106 entropy_left: 1.4762911618692924 entropy_right : 0.8453509366224365 -> 0 150 +idx: 107 entropy_left: 1.4762132849962355 entropy_right : 0.8203636429576732 -> 0 150 +idx: 109 entropy_left: 1.4951379218217782 entropy_right : 0.8390040613676977 -> 0 150 +idx: 110 entropy_left: 1.4949188482339508 entropy_right : 0.8112781244591328 -> 0 150 +idx: 113 entropy_left: 1.5183041104369397 entropy_right : 0.8418521897563207 -> 0 150 +idx: 114 entropy_left: 1.51802714866133 entropy_right : 0.8112781244591328 -> 0 150 +idx: 117 entropy_left: 1.5364854516368571 entropy_right : 0.8453509366224365 -> 0 150 +idx: 118 entropy_left: 1.5361890331151247 entropy_right : 0.8112781244591328 -> 0 150 +idx: 120 entropy_left: 1.5462566034163763 entropy_right : 0.8366407419411673 -> 0 150 +idx: 122 entropy_left: 1.545378825051491 entropy_right : 0.74959525725948 -> 0 150 +idx: 127 entropy_left: 1.5644893588382582 entropy_right : 0.828055725379504 -> 0 150 +idx: 130 entropy_left: 1.562956340286807 entropy_right : 0.6098403047164004 -> 0 150 +idx: 132 entropy_left: 1.5687623685201277 entropy_right : 0.6500224216483541 -> 0 150 +idx: 133 entropy_left: 1.5680951037987416 entropy_right : 0.5225593745369408 -> 0 150 +idx: 134 entropy_left: 1.5706540443736308 entropy_right : 0.5435644431995964 -> 0 150 +idx: 135 entropy_left: 1.5699201014782036 entropy_right : 0.35335933502142136 -> 0 150 +idx: 137 entropy_left: 1.5744201314186457 entropy_right : 0.39124356362925566 -> 0 150 +idx: 138 entropy_left: 1.5736921054134685 entropy_right : 0 -> 0 150 +cut: 4.9 index: 20 +start: 0 cut: 20 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.584962500721156 ent1= 0 ent2= 1.5485806065228545 +ig= 0.24285930840134884 delta= 4.5347105071798195 N 150 term 0.07835919351761322 +¡Ding! 4.9 20 +idx: 21 entropy_left: 0 entropy_right : 1.549829505666378 -> 20 150 +idx: 22 entropy_left: 1.0 entropy_right : 1.5511852922535474 -> 20 150 +idx: 24 entropy_left: 1.5 entropy_right : 1.5419822842863982 -> 20 150 +idx: 25 entropy_left: 1.5219280948873621 entropy_right : 1.5433449229510985 -> 20 150 +idx: 29 entropy_left: 1.224394445405986 entropy_right : 1.5202013991459298 -> 20 150 +idx: 30 entropy_left: 1.295461844238322 entropy_right : 1.521677608876836 -> 20 150 +idx: 33 entropy_left: 1.1401156785146092 entropy_right : 1.4992098113026513 -> 20 150 +idx: 34 entropy_left: 1.1981174211304033 entropy_right : 1.5007111828980744 -> 20 150 +idx: 44 entropy_left: 0.8886865525783176 entropy_right : 1.3764263022492553 -> 20 150 +idx: 45 entropy_left: 0.9510456605801272 entropy_right : 1.3779796176519241 -> 20 150 +idx: 51 entropy_left: 0.8346464646189744 entropy_right : 1.2367928607774141 -> 20 150 +idx: 52 entropy_left: 0.8873068828532795 entropy_right : 1.2377158231343603 -> 20 150 +idx: 53 entropy_left: 0.8710241897828374 entropy_right : 1.2046986815511866 -> 20 150 +idx: 58 entropy_left: 1.0304227640573047 entropy_right : 1.2056112071736118 -> 20 150 +idx: 59 entropy_left: 1.0178199018513787 entropy_right : 1.167065448996099 -> 20 150 +idx: 61 entropy_left: 1.0529744706120385 entropy_right : 1.1653351793699953 -> 20 150 +idx: 62 entropy_left: 1.142610782439526 entropy_right : 1.1687172769890006 -> 20 150 +idx: 68 entropy_left: 1.1872003066827859 entropy_right : 1.1573913563403753 -> 20 150 +idx: 69 entropy_left: 1.1796779956857995 entropy_right : 1.109500797247481 -> 20 150 +idx: 70 entropy_left: 1.1829661954675215 entropy_right : 1.105866621101474 -> 20 150 +idx: 71 entropy_left: 1.2449863769220126 entropy_right : 1.1104593064416028 -> 20 150 +idx: 72 entropy_left: 1.2374609054755092 entropy_right : 1.0511407586429597 -> 20 150 +idx: 74 entropy_left: 1.2411128360359944 entropy_right : 1.041722068095403 -> 20 150 +idx: 75 entropy_left: 1.2906516322752026 entropy_right : 1.0462881865460743 -> 20 150 +idx: 76 entropy_left: 1.2838868242312453 entropy_right : 0.9568886656798212 -> 20 150 +idx: 77 entropy_left: 1.2846682096460251 entropy_right : 0.9505668528932196 -> 20 150 +idx: 78 entropy_left: 1.3259416273344056 entropy_right : 0.9544340029249649 -> 20 150 +idx: 79 entropy_left: 1.325770873768619 entropy_right : 0.9477073729342066 -> 20 150 +idx: 81 entropy_left: 1.3914372992027793 entropy_right : 0.9557589912150009 -> 20 150 +idx: 83 entropy_left: 1.3888730188280565 entropy_right : 0.9411864371816835 -> 20 150 +idx: 84 entropy_left: 1.4153413978136884 entropy_right : 0.9456603046006402 -> 20 150 +idx: 87 entropy_left: 1.4080568512494867 entropy_right : 0.9182958340544896 -> 20 150 +idx: 88 entropy_left: 1.4313232568395167 entropy_right : 0.9235785996175947 -> 20 150 +idx: 89 entropy_left: 1.4281945908435036 entropy_right : 0.9127341558073343 -> 20 150 +idx: 91 entropy_left: 1.4671107315959304 entropy_right : 0.9238422284571814 -> 20 150 +idx: 95 entropy_left: 1.4523626601521826 entropy_right : 0.8698926856041563 -> 20 150 +idx: 97 entropy_left: 1.483849257492287 entropy_right : 0.8835850861052532 -> 20 150 +idx: 99 entropy_left: 1.475556263923774 entropy_right : 0.8478617451660526 -> 20 150 +idx: 101 entropy_left: 1.5012404120907166 entropy_right : 0.863120568566631 -> 20 150 +idx: 102 entropy_left: 1.497066012780834 entropy_right : 0.8426578772022391 -> 20 150 +idx: 104 entropy_left: 1.5179917001861118 entropy_right : 0.8589810370425963 -> 20 150 +idx: 105 entropy_left: 1.5139223281333773 entropy_right : 0.8366407419411673 -> 20 150 +idx: 106 entropy_left: 1.5229320406896163 entropy_right : 0.8453509366224365 -> 20 150 +idx: 107 entropy_left: 1.518850916195339 entropy_right : 0.8203636429576732 -> 20 150 +idx: 109 entropy_left: 1.5344304388132461 entropy_right : 0.8390040613676977 -> 20 150 +idx: 110 entropy_left: 1.5304930567574824 entropy_right : 0.8112781244591328 -> 20 150 +idx: 113 entropy_left: 1.5485591696772643 entropy_right : 0.8418521897563207 -> 20 150 +idx: 114 entropy_left: 1.5449263511786133 entropy_right : 0.8112781244591328 -> 20 150 +idx: 117 entropy_left: 1.5578738449782061 entropy_right : 0.8453509366224365 -> 20 150 +idx: 118 entropy_left: 1.554551861496516 entropy_right : 0.8112781244591328 -> 20 150 +idx: 120 entropy_left: 1.5609563153489605 entropy_right : 0.8366407419411673 -> 20 150 +idx: 122 entropy_left: 1.554507235050814 entropy_right : 0.74959525725948 -> 20 150 +idx: 127 entropy_left: 1.5649556310074497 entropy_right : 0.828055725379504 -> 20 150 +idx: 130 entropy_left: 1.556474260470719 entropy_right : 0.6098403047164004 -> 20 150 +idx: 132 entropy_left: 1.559164748038155 entropy_right : 0.6500224216483541 -> 20 150 +idx: 133 entropy_left: 1.556375214663463 entropy_right : 0.5225593745369408 -> 20 150 +idx: 134 entropy_left: 1.5574319619297041 entropy_right : 0.5435644431995964 -> 20 150 +idx: 135 entropy_left: 1.554665700667645 entropy_right : 0.35335933502142136 -> 20 150 +idx: 137 entropy_left: 1.5562728756453106 entropy_right : 0.39124356362925566 -> 20 150 +idx: 138 entropy_left: 1.553653448786858 entropy_right : 0 -> 20 150 +cut: 4.9 index: 21 +start: 20 cut: 21 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5485806065228545 ent1= 0 ent2= 1.549829505666378 +ig= 0.010672866284679339 delta= 4.647602887205295 N 130 term 0.08968330878945038 +idx: 22 entropy_left: 0 entropy_right : 1.5511852922535474 -> 21 150 +idx: 24 entropy_left: 0.9182958340544896 entropy_right : 1.5419822842863982 -> 21 150 +idx: 25 entropy_left: 1.5 entropy_right : 1.5433449229510985 -> 21 150 +idx: 29 entropy_left: 1.061278124459133 entropy_right : 1.5202013991459298 -> 21 150 +idx: 30 entropy_left: 1.224394445405986 entropy_right : 1.521677608876836 -> 21 150 +idx: 33 entropy_left: 1.0408520829727552 entropy_right : 1.4992098113026513 -> 21 150 +idx: 34 entropy_left: 1.1401156785146092 entropy_right : 1.5007111828980744 -> 21 150 +idx: 44 entropy_left: 0.8076702057269436 entropy_right : 1.3764263022492553 -> 21 150 +idx: 45 entropy_left: 0.8886865525783176 entropy_right : 1.3779796176519241 -> 21 150 +idx: 51 entropy_left: 0.7703437707962479 entropy_right : 1.2367928607774141 -> 21 150 +idx: 52 entropy_left: 0.8346464646189744 entropy_right : 1.2377158231343603 -> 21 150 +idx: 53 entropy_left: 0.8180914641842123 entropy_right : 1.2046986815511866 -> 21 150 +idx: 58 entropy_left: 1.0086232677764626 entropy_right : 1.2056112071736118 -> 21 150 +idx: 59 entropy_left: 0.9952632106202363 entropy_right : 1.167065448996099 -> 21 150 +idx: 61 entropy_left: 1.0368902807106744 entropy_right : 1.1653351793699953 -> 21 150 +idx: 62 entropy_left: 1.1282468200554612 entropy_right : 1.1687172769890006 -> 21 150 +idx: 68 entropy_left: 1.1835119881802911 entropy_right : 1.1573913563403753 -> 21 150 +idx: 69 entropy_left: 1.1752835873133531 entropy_right : 1.109500797247481 -> 21 150 +idx: 70 entropy_left: 1.1796779956857995 entropy_right : 1.105866621101474 -> 21 150 +idx: 71 entropy_left: 1.2424272282706346 entropy_right : 1.1104593064416028 -> 21 150 +idx: 72 entropy_left: 1.2342496730246098 entropy_right : 1.0511407586429597 -> 21 150 +idx: 74 entropy_left: 1.23971286514401 entropy_right : 1.041722068095403 -> 21 150 +idx: 75 entropy_left: 1.2897001922180324 entropy_right : 1.0462881865460743 -> 21 150 +idx: 76 entropy_left: 1.2823527363135774 entropy_right : 0.9568886656798212 -> 21 150 +idx: 77 entropy_left: 1.2838868242312453 entropy_right : 0.9505668528932196 -> 21 150 +idx: 78 entropy_left: 1.3254539799066205 entropy_right : 0.9544340029249649 -> 21 150 +idx: 79 entropy_left: 1.3259416273344056 entropy_right : 0.9477073729342066 -> 21 150 +idx: 81 entropy_left: 1.3918884737423507 entropy_right : 0.9557589912150009 -> 21 150 +idx: 83 entropy_left: 1.3904123254348284 entropy_right : 0.9411864371816835 -> 21 150 +idx: 84 entropy_left: 1.4169128979027155 entropy_right : 0.9456603046006402 -> 21 150 +idx: 87 entropy_left: 1.410869033208931 entropy_right : 0.9182958340544896 -> 21 150 +idx: 88 entropy_left: 1.4341193292809176 entropy_right : 0.9235785996175947 -> 21 150 +idx: 89 entropy_left: 1.4313232568395167 entropy_right : 0.9127341558073343 -> 21 150 +idx: 91 entropy_left: 1.4701128093454605 entropy_right : 0.9238422284571814 -> 21 150 +idx: 95 entropy_left: 1.4564064519519933 entropy_right : 0.8698926856041563 -> 21 150 +idx: 97 entropy_left: 1.4876980378788656 entropy_right : 0.8835850861052532 -> 21 150 +idx: 99 entropy_left: 1.479795298385792 entropy_right : 0.8478617451660526 -> 21 150 +idx: 101 entropy_left: 1.5052408149441479 entropy_right : 0.863120568566631 -> 21 150 +idx: 102 entropy_left: 1.5012404120907166 entropy_right : 0.8426578772022391 -> 21 150 +idx: 104 entropy_left: 1.5218962238597613 entropy_right : 0.8589810370425963 -> 21 150 +idx: 105 entropy_left: 1.5179917001861118 entropy_right : 0.8366407419411673 -> 21 150 +idx: 106 entropy_left: 1.5268598488143097 entropy_right : 0.8453509366224365 -> 21 150 +idx: 107 entropy_left: 1.5229320406896163 entropy_right : 0.8203636429576732 -> 21 150 +idx: 109 entropy_left: 1.538221104127535 entropy_right : 0.8390040613676977 -> 21 150 +idx: 110 entropy_left: 1.5344304388132461 entropy_right : 0.8112781244591328 -> 21 150 +idx: 113 entropy_left: 1.5520475061309855 entropy_right : 0.8418521897563207 -> 21 150 +idx: 114 entropy_left: 1.5485591696772643 entropy_right : 0.8112781244591328 -> 21 150 +idx: 117 entropy_left: 1.5610533930605475 entropy_right : 0.8453509366224365 -> 21 150 +idx: 118 entropy_left: 1.5578738449782061 entropy_right : 0.8112781244591328 -> 21 150 +idx: 120 entropy_left: 1.5639799748754695 entropy_right : 0.8366407419411673 -> 21 150 +idx: 122 entropy_left: 1.5577952437611147 entropy_right : 0.74959525725948 -> 21 150 +idx: 127 entropy_left: 1.5675326407964567 entropy_right : 0.828055725379504 -> 21 150 +idx: 130 entropy_left: 1.559417592797962 entropy_right : 0.6098403047164004 -> 21 150 +idx: 132 entropy_left: 1.5618440335577457 entropy_right : 0.6500224216483541 -> 21 150 +idx: 133 entropy_left: 1.559164748038155 entropy_right : 0.5225593745369408 -> 21 150 +idx: 134 entropy_left: 1.5600931752556502 entropy_right : 0.5435644431995964 -> 21 150 +idx: 135 entropy_left: 1.5574319619297041 entropy_right : 0.35335933502142136 -> 21 150 +idx: 137 entropy_left: 1.55878993121613 entropy_right : 0.39124356362925566 -> 21 150 +idx: 138 entropy_left: 1.5562728756453106 entropy_right : 0 -> 21 150 +cut: 4.95 index: 22 +start: 21 cut: 22 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.549829505666378 ent1= 0 ent2= 1.5511852922535474 +ig= 0.01066890560084266 delta= 4.647923549536232 N 129 term 0.09029398100415684 +idx: 24 entropy_left: 0 entropy_right : 1.5419822842863982 -> 22 150 +idx: 25 entropy_left: 0.9182958340544896 entropy_right : 1.5433449229510985 -> 22 150 +idx: 29 entropy_left: 0.5916727785823275 entropy_right : 1.5202013991459298 -> 22 150 +idx: 30 entropy_left: 0.8112781244591328 entropy_right : 1.521677608876836 -> 22 150 +idx: 33 entropy_left: 0.6840384356390417 entropy_right : 1.4992098113026513 -> 22 150 +idx: 34 entropy_left: 0.8112781244591328 entropy_right : 1.5007111828980744 -> 22 150 +idx: 44 entropy_left: 0.5746356978376794 entropy_right : 1.3764263022492553 -> 22 150 +idx: 45 entropy_left: 0.6665783579949205 entropy_right : 1.3779796176519241 -> 22 150 +idx: 51 entropy_left: 0.5787946246321198 entropy_right : 1.2367928607774141 -> 22 150 +idx: 52 entropy_left: 0.6500224216483541 entropy_right : 1.2377158231343603 -> 22 150 +idx: 53 entropy_left: 0.6373874992221911 entropy_right : 1.2046986815511866 -> 22 150 +idx: 58 entropy_left: 0.8524051786494786 entropy_right : 1.2056112071736118 -> 22 150 +idx: 59 entropy_left: 0.8418521897563207 entropy_right : 1.167065448996099 -> 22 150 +idx: 61 entropy_left: 0.8904916402194913 entropy_right : 1.1653351793699953 -> 22 150 +idx: 62 entropy_left: 1.0368902807106744 entropy_right : 1.1687172769890006 -> 22 150 +idx: 68 entropy_left: 1.1009399433532026 entropy_right : 1.1573913563403753 -> 22 150 +idx: 69 entropy_left: 1.093640174154775 entropy_right : 1.109500797247481 -> 22 150 +idx: 70 entropy_left: 1.0992008221161345 entropy_right : 1.105866621101474 -> 22 150 +idx: 71 entropy_left: 1.1796779956857995 entropy_right : 1.1104593064416028 -> 22 150 +idx: 72 entropy_left: 1.1720147574921704 entropy_right : 1.0511407586429597 -> 22 150 +idx: 74 entropy_left: 1.1788990501208314 entropy_right : 1.041722068095403 -> 22 150 +idx: 75 entropy_left: 1.23971286514401 entropy_right : 1.0462881865460743 -> 22 150 +idx: 76 entropy_left: 1.2326602568158207 entropy_right : 0.9568886656798212 -> 22 150 +idx: 77 entropy_left: 1.2346487866075768 entropy_right : 0.9505668528932196 -> 22 150 +idx: 78 entropy_left: 1.2838868242312453 entropy_right : 0.9544340029249649 -> 22 150 +idx: 79 entropy_left: 1.2846682096460251 entropy_right : 0.9477073729342066 -> 22 150 +idx: 81 entropy_left: 1.3613139330585569 entropy_right : 0.9557589912150009 -> 22 150 +idx: 83 entropy_left: 1.3600340979407453 entropy_right : 0.9411864371816835 -> 22 150 +idx: 84 entropy_left: 1.3904123254348284 entropy_right : 0.9456603046006402 -> 22 150 +idx: 87 entropy_left: 1.3844579647165822 entropy_right : 0.9182958340544896 -> 22 150 +idx: 88 entropy_left: 1.410869033208931 entropy_right : 0.9235785996175947 -> 22 150 +idx: 89 entropy_left: 1.4080568512494867 entropy_right : 0.9127341558073343 -> 22 150 +idx: 91 entropy_left: 1.4518947803168825 entropy_right : 0.9238422284571814 -> 22 150 +idx: 95 entropy_left: 1.4378929868805908 entropy_right : 0.8698926856041563 -> 22 150 +idx: 97 entropy_left: 1.472935039619369 entropy_right : 0.8835850861052532 -> 22 150 +idx: 99 entropy_left: 1.4648232488769368 entropy_right : 0.8478617451660526 -> 22 150 +idx: 101 entropy_left: 1.4932162877956365 entropy_right : 0.863120568566631 -> 22 150 +idx: 102 entropy_left: 1.4890907595250464 entropy_right : 0.8426578772022391 -> 22 150 +idx: 104 entropy_left: 1.5121371519329765 entropy_right : 0.8589810370425963 -> 22 150 +idx: 105 entropy_left: 1.508093739822507 entropy_right : 0.8366407419411673 -> 22 150 +idx: 106 entropy_left: 1.5179917001861118 entropy_right : 0.8453509366224365 -> 22 150 +idx: 107 entropy_left: 1.5139223281333773 entropy_right : 0.8203636429576732 -> 22 150 +idx: 109 entropy_left: 1.5310057241873496 entropy_right : 0.8390040613676977 -> 22 150 +idx: 110 entropy_left: 1.5270676736451225 entropy_right : 0.8112781244591328 -> 22 150 +idx: 113 entropy_left: 1.5468616730129405 entropy_right : 0.8418521897563207 -> 22 150 +idx: 114 entropy_left: 1.5432213335160283 entropy_right : 0.8112781244591328 -> 22 150 +idx: 117 entropy_left: 1.5574319619297041 entropy_right : 0.8453509366224365 -> 22 150 +idx: 118 entropy_left: 1.5541004715340199 entropy_right : 0.8112781244591328 -> 22 150 +idx: 120 entropy_left: 1.5611556337477528 entropy_right : 0.8366407419411673 -> 22 150 +idx: 122 entropy_left: 1.5546755409861306 entropy_right : 0.74959525725948 -> 22 150 +idx: 127 entropy_left: 1.566282638423782 entropy_right : 0.828055725379504 -> 22 150 +idx: 130 entropy_left: 1.5577526146923748 entropy_right : 0.6098403047164004 -> 22 150 +idx: 132 entropy_left: 1.5607751276211168 entropy_right : 0.6500224216483541 -> 22 150 +idx: 133 entropy_left: 1.5579642402274387 entropy_right : 0.5225593745369408 -> 22 150 +idx: 134 entropy_left: 1.559164748038155 entropy_right : 0.5435644431995964 -> 22 150 +idx: 135 entropy_left: 1.556375214663463 entropy_right : 0.35335933502142136 -> 22 150 +idx: 137 entropy_left: 1.558231855890965 entropy_right : 0.39124356362925566 -> 22 150 +idx: 138 entropy_left: 1.5555906954881595 entropy_right : 0 -> 22 150 +cut: 5.0 index: 24 +start: 22 cut: 24 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5511852922535474 ent1= 0 ent2= 1.5419822842863982 +ig= 0.033296481159124314 delta= 4.616247165873277 N 128 term 0.09066353009879252 +idx: 25 entropy_left: 0 entropy_right : 1.5433449229510985 -> 24 150 +idx: 29 entropy_left: 0.7219280948873623 entropy_right : 1.5202013991459298 -> 24 150 +idx: 30 entropy_left: 0.9182958340544896 entropy_right : 1.521677608876836 -> 24 150 +idx: 33 entropy_left: 0.7642045065086203 entropy_right : 1.4992098113026513 -> 24 150 +idx: 34 entropy_left: 0.8812908992306927 entropy_right : 1.5007111828980744 -> 24 150 +idx: 44 entropy_left: 0.6098403047164004 entropy_right : 1.3764263022492553 -> 24 150 +idx: 45 entropy_left: 0.7024665512903903 entropy_right : 1.3779796176519241 -> 24 150 +idx: 51 entropy_left: 0.6051865766334206 entropy_right : 1.2367928607774141 -> 24 150 +idx: 52 entropy_left: 0.676941869780886 entropy_right : 1.2377158231343603 -> 24 150 +idx: 53 entropy_left: 0.6631968402398287 entropy_right : 1.2046986815511866 -> 24 150 +idx: 58 entropy_left: 0.8739810481273578 entropy_right : 1.2056112071736118 -> 24 150 +idx: 59 entropy_left: 0.863120568566631 entropy_right : 1.167065448996099 -> 24 150 +idx: 61 entropy_left: 0.9090221560878149 entropy_right : 1.1653351793699953 -> 24 150 +idx: 62 entropy_left: 1.0606655462587962 entropy_right : 1.1687172769890006 -> 24 150 +idx: 68 entropy_left: 1.1149985556752577 entropy_right : 1.1573913563403753 -> 24 150 +idx: 69 entropy_left: 1.1080734808267854 entropy_right : 1.109500797247481 -> 24 150 +idx: 70 entropy_left: 1.1122129250331756 entropy_right : 1.105866621101474 -> 24 150 +idx: 71 entropy_left: 1.194545119186222 entropy_right : 1.1104593064416028 -> 24 150 +idx: 72 entropy_left: 1.1872003066827859 entropy_right : 1.0511407586429597 -> 24 150 +idx: 74 entropy_left: 1.1914436210393724 entropy_right : 1.041722068095403 -> 24 150 +idx: 75 entropy_left: 1.2532975784630431 entropy_right : 1.0462881865460743 -> 24 150 +idx: 76 entropy_left: 1.2466033489462778 entropy_right : 0.9568886656798212 -> 24 150 +idx: 77 entropy_left: 1.2473860973972195 entropy_right : 0.9505668528932196 -> 24 150 +idx: 78 entropy_left: 1.297231327577664 entropy_right : 0.9544340029249649 -> 24 150 +idx: 79 entropy_left: 1.2968531170351285 entropy_right : 0.9477073729342066 -> 24 150 +idx: 81 entropy_left: 1.3739840876515639 entropy_right : 0.9557589912150009 -> 24 150 +idx: 83 entropy_left: 1.3705732601023841 entropy_right : 0.9411864371816835 -> 24 150 +idx: 84 entropy_left: 1.4009934786687808 entropy_right : 0.9456603046006402 -> 24 150 +idx: 87 entropy_left: 1.3921472236645345 entropy_right : 0.9182958340544896 -> 24 150 +idx: 88 entropy_left: 1.4185644431995963 entropy_right : 0.9235785996175947 -> 24 150 +idx: 89 entropy_left: 1.4148695564698006 entropy_right : 0.9127341558073343 -> 24 150 +idx: 91 entropy_left: 1.4585269870967856 entropy_right : 0.9238422284571814 -> 24 150 +idx: 95 entropy_left: 1.4414340954861538 entropy_right : 0.8698926856041563 -> 24 150 +idx: 97 entropy_left: 1.4762561511389796 entropy_right : 0.8835850861052532 -> 24 150 +idx: 99 entropy_left: 1.4668134449046726 entropy_right : 0.8478617451660526 -> 24 150 +idx: 101 entropy_left: 1.4949188482339508 entropy_right : 0.863120568566631 -> 24 150 +idx: 102 entropy_left: 1.4901944396527276 entropy_right : 0.8426578772022391 -> 24 150 +idx: 104 entropy_left: 1.5128876215181606 entropy_right : 0.8589810370425963 -> 24 150 +idx: 105 entropy_left: 1.5082979986144511 entropy_right : 0.8366407419411673 -> 24 150 +idx: 106 entropy_left: 1.5180083381895495 entropy_right : 0.8453509366224365 -> 24 150 +idx: 107 entropy_left: 1.5134243514707206 entropy_right : 0.8203636429576732 -> 24 150 +idx: 109 entropy_left: 1.530122629268322 entropy_right : 0.8390040613676977 -> 24 150 +idx: 110 entropy_left: 1.5257153697175778 entropy_right : 0.8112781244591328 -> 24 150 +idx: 113 entropy_left: 1.54490062239043 entropy_right : 0.8418521897563207 -> 24 150 +idx: 114 entropy_left: 1.5408469049615863 entropy_right : 0.8112781244591328 -> 24 150 +idx: 117 entropy_left: 1.5544333664039933 entropy_right : 0.8453509366224365 -> 24 150 +idx: 118 entropy_left: 1.5507380564508026 entropy_right : 0.8112781244591328 -> 24 150 +idx: 120 entropy_left: 1.557384036498573 entropy_right : 0.8366407419411673 -> 24 150 +idx: 122 entropy_left: 1.5502477540313635 entropy_right : 0.74959525725948 -> 24 150 +idx: 127 entropy_left: 1.5609148740783336 entropy_right : 0.828055725379504 -> 24 150 +idx: 130 entropy_left: 1.5516017017685246 entropy_right : 0.6098403047164004 -> 24 150 +idx: 132 entropy_left: 1.5542993132861813 entropy_right : 0.6500224216483541 -> 24 150 +idx: 133 entropy_left: 1.551254504144143 entropy_right : 0.5225593745369408 -> 24 150 +idx: 134 entropy_left: 1.552300445892517 entropy_right : 0.5435644431995964 -> 24 150 +idx: 135 entropy_left: 1.5492893488248605 entropy_right : 0.35335933502142136 -> 24 150 +idx: 137 entropy_left: 1.5508523041806783 entropy_right : 0.39124356362925566 -> 24 150 +idx: 138 entropy_left: 1.5480084816425554 entropy_right : 0 -> 24 150 +cut: 5.0 index: 25 +start: 24 cut: 25 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5419822842863982 ent1= 0 ent2= 1.5433449229510985 +ig= 0.010886130565070262 delta= 4.6479441057688256 N 126 term 0.09217244754310248 +idx: 29 entropy_left: 0 entropy_right : 1.5202013991459298 -> 25 150 +idx: 30 entropy_left: 0.7219280948873623 entropy_right : 1.521677608876836 -> 25 150 +idx: 33 entropy_left: 0.5435644431995964 entropy_right : 1.4992098113026513 -> 25 150 +idx: 34 entropy_left: 0.7642045065086203 entropy_right : 1.5007111828980744 -> 25 150 +idx: 44 entropy_left: 0.4854607607459134 entropy_right : 1.3764263022492553 -> 25 150 +idx: 45 entropy_left: 0.6098403047164004 entropy_right : 1.3779796176519241 -> 25 150 +idx: 51 entropy_left: 0.5159469300074474 entropy_right : 1.2367928607774141 -> 25 150 +idx: 52 entropy_left: 0.6051865766334206 entropy_right : 1.2377158231343603 -> 25 150 +idx: 53 entropy_left: 0.5916727785823275 entropy_right : 1.2046986815511866 -> 25 150 +idx: 58 entropy_left: 0.8453509366224365 entropy_right : 1.2056112071736118 -> 25 150 +idx: 59 entropy_left: 0.833764907210665 entropy_right : 1.167065448996099 -> 25 150 +idx: 61 entropy_left: 0.8879763195151351 entropy_right : 1.1653351793699953 -> 25 150 +idx: 62 entropy_left: 1.043233026456561 entropy_right : 1.1687172769890006 -> 25 150 +idx: 68 entropy_left: 1.1103746838736357 entropy_right : 1.1573913563403753 -> 25 150 +idx: 69 entropy_left: 1.102652051070839 entropy_right : 1.109500797247481 -> 25 150 +idx: 70 entropy_left: 1.1080734808267854 entropy_right : 1.105866621101474 -> 25 150 +idx: 71 entropy_left: 1.191603636543317 entropy_right : 1.1104593064416028 -> 25 150 +idx: 72 entropy_left: 1.1835119881802911 entropy_right : 1.0511407586429597 -> 25 150 +idx: 74 entropy_left: 1.1898011817445777 entropy_right : 1.041722068095403 -> 25 150 +idx: 75 entropy_left: 1.2523479506082373 entropy_right : 1.0462881865460743 -> 25 150 +idx: 76 entropy_left: 1.2449863769220126 entropy_right : 0.9568886656798212 -> 25 150 +idx: 77 entropy_left: 1.2466033489462778 entropy_right : 0.9505668528932196 -> 25 150 +idx: 78 entropy_left: 1.2968901961487296 entropy_right : 0.9544340029249649 -> 25 150 +idx: 79 entropy_left: 1.297231327577664 entropy_right : 0.9477073729342066 -> 25 150 +idx: 81 entropy_left: 1.3747976286297399 entropy_right : 0.9557589912150009 -> 25 150 +idx: 83 entropy_left: 1.3725531875543378 entropy_right : 0.9411864371816835 -> 25 150 +idx: 84 entropy_left: 1.4030409766614365 entropy_right : 0.9456603046006402 -> 25 150 +idx: 87 entropy_left: 1.3954965550573624 entropy_right : 0.9182958340544896 -> 25 150 +idx: 88 entropy_left: 1.4219164254677488 entropy_right : 0.9235785996175947 -> 25 150 +idx: 89 entropy_left: 1.4185644431995963 entropy_right : 0.9127341558073343 -> 25 150 +idx: 91 entropy_left: 1.4621038680842193 entropy_right : 0.9238422284571814 -> 25 150 +idx: 95 entropy_left: 1.4460656059951589 entropy_right : 0.8698926856041563 -> 25 150 +idx: 97 entropy_left: 1.4806821149663847 entropy_right : 0.8835850861052532 -> 25 150 +idx: 99 entropy_left: 1.4716260084832968 entropy_right : 0.8478617451660526 -> 25 150 +idx: 101 entropy_left: 1.4994716801681787 entropy_right : 0.863120568566631 -> 25 150 +idx: 102 entropy_left: 1.4949188482339508 entropy_right : 0.8426578772022391 -> 25 150 +idx: 104 entropy_left: 1.5173143758899288 entropy_right : 0.8589810370425963 -> 25 150 +idx: 105 entropy_left: 1.5128876215181606 entropy_right : 0.8366407419411673 -> 25 150 +idx: 106 entropy_left: 1.5224412847266997 entropy_right : 0.8453509366224365 -> 25 150 +idx: 107 entropy_left: 1.5180083381895495 entropy_right : 0.8203636429576732 -> 25 150 +idx: 109 entropy_left: 1.5343848620488534 entropy_right : 0.8390040613676977 -> 25 150 +idx: 110 entropy_left: 1.530122629268322 entropy_right : 0.8112781244591328 -> 25 150 +idx: 113 entropy_left: 1.5488102670635506 entropy_right : 0.8418521897563207 -> 25 150 +idx: 114 entropy_left: 1.54490062239043 entropy_right : 0.8112781244591328 -> 25 150 +idx: 117 entropy_left: 1.5579855528221356 entropy_right : 0.8453509366224365 -> 25 150 +idx: 118 entropy_left: 1.5544333664039933 entropy_right : 0.8112781244591328 -> 25 150 +idx: 120 entropy_left: 1.5607500907359895 entropy_right : 0.8366407419411673 -> 25 150 +idx: 122 entropy_left: 1.553879521231102 entropy_right : 0.74959525725948 -> 25 150 +idx: 127 entropy_left: 1.563765836340899 entropy_right : 0.828055725379504 -> 25 150 +idx: 130 entropy_left: 1.5548233543094725 entropy_right : 0.6098403047164004 -> 25 150 +idx: 132 entropy_left: 1.557232745700588 entropy_right : 0.6500224216483541 -> 25 150 +idx: 133 entropy_left: 1.5542993132861813 entropy_right : 0.5225593745369408 -> 25 150 +idx: 134 entropy_left: 1.5552054863428957 entropy_right : 0.5435644431995964 -> 25 150 +idx: 135 entropy_left: 1.552300445892517 entropy_right : 0.35335933502142136 -> 25 150 +idx: 137 entropy_left: 1.5535925258546306 entropy_right : 0.39124356362925566 -> 25 150 +idx: 138 entropy_left: 1.5508523041806783 entropy_right : 0 -> 25 150 +cut: 5.0 index: 29 +start: 25 cut: 29 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5433449229510985 ent1= 0 ent2= 1.5202013991459298 +ig= 0.07178996857783848 delta= 4.574425618359218 N 125 term 0.09222897542996876 +idx: 30 entropy_left: 0 entropy_right : 1.521677608876836 -> 29 150 +idx: 33 entropy_left: 0.8112781244591328 entropy_right : 1.4992098113026513 -> 29 150 +idx: 34 entropy_left: 0.9709505944546686 entropy_right : 1.5007111828980744 -> 29 150 +idx: 44 entropy_left: 0.5665095065529053 entropy_right : 1.3764263022492553 -> 29 150 +idx: 45 entropy_left: 0.6962122601251458 entropy_right : 1.3779796176519241 -> 29 150 +idx: 51 entropy_left: 0.5746356978376794 entropy_right : 1.2367928607774141 -> 29 150 +idx: 52 entropy_left: 0.6665783579949205 entropy_right : 1.2377158231343603 -> 29 150 +idx: 53 entropy_left: 0.6500224216483541 entropy_right : 1.2046986815511866 -> 29 150 +idx: 58 entropy_left: 0.8935711016541907 entropy_right : 1.2056112071736118 -> 29 150 +idx: 59 entropy_left: 0.8812908992306927 entropy_right : 1.167065448996099 -> 29 150 +idx: 61 entropy_left: 0.9283620723948678 entropy_right : 1.1653351793699953 -> 29 150 +idx: 62 entropy_left: 1.096139159256507 entropy_right : 1.1687172769890006 -> 29 150 +idx: 68 entropy_left: 1.1385936501543064 entropy_right : 1.1573913563403753 -> 29 150 +idx: 69 entropy_left: 1.1320689971054545 entropy_right : 1.109500797247481 -> 29 150 +idx: 70 entropy_left: 1.1339874769112017 entropy_right : 1.105866621101474 -> 29 150 +idx: 71 entropy_left: 1.221694907636328 entropy_right : 1.1104593064416028 -> 29 150 +idx: 72 entropy_left: 1.2146234752771463 entropy_right : 1.0511407586429597 -> 29 150 +idx: 74 entropy_left: 1.2145089432839293 entropy_right : 1.041722068095403 -> 29 150 +idx: 75 entropy_left: 1.2793146867260998 entropy_right : 1.0462881865460743 -> 29 150 +idx: 76 entropy_left: 1.2730452470559679 entropy_right : 0.9568886656798212 -> 29 150 +idx: 77 entropy_left: 1.271782221599798 entropy_right : 0.9505668528932196 -> 29 150 +idx: 78 entropy_left: 1.323326866652724 entropy_right : 0.9544340029249649 -> 29 150 +idx: 79 entropy_left: 1.3209242772281589 entropy_right : 0.9477073729342066 -> 29 150 +idx: 81 entropy_left: 1.3993556675323378 entropy_right : 0.9557589912150009 -> 29 150 +idx: 83 entropy_left: 1.3921472236645345 entropy_right : 0.9411864371816835 -> 29 150 +idx: 84 entropy_left: 1.4226381773606827 entropy_right : 0.9456603046006402 -> 29 150 +idx: 87 entropy_left: 1.408454322194389 entropy_right : 0.9182958340544896 -> 29 150 +idx: 88 entropy_left: 1.4348284294343598 entropy_right : 0.9235785996175947 -> 29 150 +idx: 89 entropy_left: 1.4294732983598406 entropy_right : 0.9127341558073343 -> 29 150 +idx: 91 entropy_left: 1.4725137493579352 entropy_right : 0.9238422284571814 -> 29 150 +idx: 95 entropy_left: 1.4495701653254023 entropy_right : 0.8698926856041563 -> 29 150 +idx: 97 entropy_left: 1.4836591643979629 entropy_right : 0.8835850861052532 -> 29 150 +idx: 99 entropy_left: 1.4716774936810642 entropy_right : 0.8478617451660526 -> 29 150 +idx: 101 entropy_left: 1.498872146878066 entropy_right : 0.863120568566631 -> 29 150 +idx: 102 entropy_left: 1.4930166887541538 entropy_right : 0.8426578772022391 -> 29 150 +idx: 104 entropy_left: 1.5146319490241265 entropy_right : 0.8589810370425963 -> 29 150 +idx: 105 entropy_left: 1.5090275125326515 entropy_right : 0.8366407419411673 -> 29 150 +idx: 106 entropy_left: 1.518172665753515 entropy_right : 0.8453509366224365 -> 29 150 +idx: 107 entropy_left: 1.5126362849284707 entropy_right : 0.8203636429576732 -> 29 150 +idx: 109 entropy_left: 1.5281843786247746 entropy_right : 0.8390040613676977 -> 29 150 +idx: 110 entropy_left: 1.52292446851929 entropy_right : 0.8112781244591328 -> 29 150 +idx: 113 entropy_left: 1.540319313990849 entropy_right : 0.8418521897563207 -> 29 150 +idx: 114 entropy_left: 1.5355405577499845 entropy_right : 0.8112781244591328 -> 29 150 +idx: 117 entropy_left: 1.5473158084406657 entropy_right : 0.8453509366224365 -> 29 150 +idx: 118 entropy_left: 1.543007267402686 entropy_right : 0.8112781244591328 -> 29 150 +idx: 120 entropy_left: 1.5484739108446754 entropy_right : 0.8366407419411673 -> 29 150 +idx: 122 entropy_left: 1.5402513451679312 entropy_right : 0.74959525725948 -> 29 150 +idx: 127 entropy_left: 1.5482156423395383 entropy_right : 0.828055725379504 -> 29 150 +idx: 130 entropy_left: 1.5376917861959223 entropy_right : 0.6098403047164004 -> 29 150 +idx: 132 entropy_left: 1.539449789759387 entropy_right : 0.6500224216483541 -> 29 150 +idx: 133 entropy_left: 1.5360485008483817 entropy_right : 0.5225593745369408 -> 29 150 +idx: 134 entropy_left: 1.5366468930089403 entropy_right : 0.5435644431995964 -> 29 150 +idx: 135 entropy_left: 1.5333008164572508 entropy_right : 0.35335933502142136 -> 29 150 +idx: 137 entropy_left: 1.5340120338817291 entropy_right : 0.39124356362925566 -> 29 150 +idx: 138 entropy_left: 1.530871713949455 entropy_right : 0 -> 29 150 +cut: 5.0 index: 30 +start: 29 cut: 30 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5202013991459298 ent1= 0 ent2= 1.521677608876836 +ig= 0.011099638276340196 delta= 4.6482848189674435 N 121 term 0.09549731747583441 +idx: 33 entropy_left: 0 entropy_right : 1.4992098113026513 -> 30 150 +idx: 34 entropy_left: 0.8112781244591328 entropy_right : 1.5007111828980744 -> 30 150 +idx: 44 entropy_left: 0.37123232664087563 entropy_right : 1.3764263022492553 -> 30 150 +idx: 45 entropy_left: 0.5665095065529053 entropy_right : 1.3779796176519241 -> 30 150 +idx: 51 entropy_left: 0.4537163391869448 entropy_right : 1.2367928607774141 -> 30 150 +idx: 52 entropy_left: 0.5746356978376794 entropy_right : 1.2377158231343603 -> 30 150 +idx: 53 entropy_left: 0.5586293734521992 entropy_right : 1.2046986815511866 -> 30 150 +idx: 58 entropy_left: 0.863120568566631 entropy_right : 1.2056112071736118 -> 30 150 +idx: 59 entropy_left: 0.8497511372532974 entropy_right : 1.167065448996099 -> 30 150 +idx: 61 entropy_left: 0.907165767573082 entropy_right : 1.1653351793699953 -> 30 150 +idx: 62 entropy_left: 1.079439161649138 entropy_right : 1.1687172769890006 -> 30 150 +idx: 68 entropy_left: 1.1363836745395337 entropy_right : 1.1573913563403753 -> 30 150 +idx: 69 entropy_left: 1.1287997673232602 entropy_right : 1.109500797247481 -> 30 150 +idx: 70 entropy_left: 1.1320689971054545 entropy_right : 1.105866621101474 -> 30 150 +idx: 71 entropy_left: 1.221104104343052 entropy_right : 1.1104593064416028 -> 30 150 +idx: 72 entropy_left: 1.2130604396700206 entropy_right : 1.0511407586429597 -> 30 150 +idx: 74 entropy_left: 1.215055533529583 entropy_right : 1.041722068095403 -> 30 150 +idx: 75 entropy_left: 1.2805767575096105 entropy_right : 1.0462881865460743 -> 30 150 +idx: 76 entropy_left: 1.273461732689636 entropy_right : 0.9568886656798212 -> 30 150 +idx: 77 entropy_left: 1.2730452470559679 entropy_right : 0.9505668528932196 -> 30 150 +idx: 78 entropy_left: 1.3250112108241772 entropy_right : 0.9544340029249649 -> 30 150 +idx: 79 entropy_left: 1.323326866652724 entropy_right : 0.9477073729342066 -> 30 150 +idx: 81 entropy_left: 1.402081402756032 entropy_right : 0.9557589912150009 -> 30 150 +idx: 83 entropy_left: 1.3960185675642185 entropy_right : 0.9411864371816835 -> 30 150 +idx: 84 entropy_left: 1.4265076973297228 entropy_right : 0.9456603046006402 -> 30 150 +idx: 87 entropy_left: 1.4135563800703668 entropy_right : 0.9182958340544896 -> 30 150 +idx: 88 entropy_left: 1.4398683625590178 entropy_right : 0.9235785996175947 -> 30 150 +idx: 89 entropy_left: 1.4348284294343598 entropy_right : 0.9127341558073343 -> 30 150 +idx: 91 entropy_left: 1.4776169519137876 entropy_right : 0.9238422284571814 -> 30 150 +idx: 95 entropy_left: 1.4556221732103853 entropy_right : 0.8698926856041563 -> 30 150 +idx: 97 entropy_left: 1.489391643473373 entropy_right : 0.8835850861052532 -> 30 150 +idx: 99 entropy_left: 1.4777468341000446 entropy_right : 0.8478617451660526 -> 30 150 +idx: 101 entropy_left: 1.504577050984356 entropy_right : 0.863120568566631 -> 30 150 +idx: 102 entropy_left: 1.498872146878066 entropy_right : 0.8426578772022391 -> 30 150 +idx: 104 entropy_left: 1.5200907086043647 entropy_right : 0.8589810370425963 -> 30 150 +idx: 105 entropy_left: 1.5146319490241265 entropy_right : 0.8366407419411673 -> 30 150 +idx: 106 entropy_left: 1.5235739093430942 entropy_right : 0.8453509366224365 -> 30 150 +idx: 107 entropy_left: 1.518172665753515 entropy_right : 0.8203636429576732 -> 30 150 +idx: 109 entropy_left: 1.5333121048269875 entropy_right : 0.8390040613676977 -> 30 150 +idx: 110 entropy_left: 1.5281843786247746 entropy_right : 0.8112781244591328 -> 30 150 +idx: 113 entropy_left: 1.544962682484281 entropy_right : 0.8418521897563207 -> 30 150 +idx: 114 entropy_left: 1.540319313990849 entropy_right : 0.8112781244591328 -> 30 150 +idx: 117 entropy_left: 1.551486596164451 entropy_right : 0.8453509366224365 -> 30 150 +idx: 118 entropy_left: 1.5473158084406657 entropy_right : 0.8112781244591328 -> 30 150 +idx: 120 entropy_left: 1.5523892173146852 entropy_right : 0.8366407419411673 -> 30 150 +idx: 122 entropy_left: 1.5444239694802433 entropy_right : 0.74959525725948 -> 30 150 +idx: 127 entropy_left: 1.5514723039742495 entropy_right : 0.828055725379504 -> 30 150 +idx: 130 entropy_left: 1.5413152774012366 entropy_right : 0.6098403047164004 -> 30 150 +idx: 132 entropy_left: 1.5427407553061978 entropy_right : 0.6500224216483541 -> 30 150 +idx: 133 entropy_left: 1.539449789759387 entropy_right : 0.5225593745369408 -> 30 150 +idx: 134 entropy_left: 1.5398878436678525 entropy_right : 0.5435644431995964 -> 30 150 +idx: 135 entropy_left: 1.5366468930089403 entropy_right : 0.35335933502142136 -> 30 150 +idx: 137 entropy_left: 1.5370490001936568 entropy_right : 0.39124356362925566 -> 30 150 +idx: 138 entropy_left: 1.5340120338817291 entropy_right : 0 -> 30 150 +cut: 5.1 index: 33 +start: 30 cut: 33 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.521677608876836 ent1= 0 ent2= 1.4992098113026513 +ig= 0.05994804285675093 delta= 4.57645279705217 N 120 term 0.09559392133633429 +idx: 34 entropy_left: 0 entropy_right : 1.5007111828980744 -> 33 150 +idx: 44 entropy_left: 0.4394969869215134 entropy_right : 1.3764263022492553 -> 33 150 +idx: 45 entropy_left: 0.6500224216483541 entropy_right : 1.3779796176519241 -> 33 150 +idx: 51 entropy_left: 0.5032583347756457 entropy_right : 1.2367928607774141 -> 33 150 +idx: 52 entropy_left: 0.6292492238560345 entropy_right : 1.2377158231343603 -> 33 150 +idx: 53 entropy_left: 0.6098403047164004 entropy_right : 1.2046986815511866 -> 33 150 +idx: 58 entropy_left: 0.904381457724494 entropy_right : 1.2056112071736118 -> 33 150 +idx: 59 entropy_left: 0.8904916402194913 entropy_right : 1.167065448996099 -> 33 150 +idx: 61 entropy_left: 0.9402859586706309 entropy_right : 1.1653351793699953 -> 33 150 +idx: 62 entropy_left: 1.1242592373746325 entropy_right : 1.1687172769890006 -> 33 150 +idx: 68 entropy_left: 1.1561787304889202 entropy_right : 1.1573913563403753 -> 33 150 +idx: 69 entropy_left: 1.1501854804581977 entropy_right : 1.109500797247481 -> 33 150 +idx: 70 entropy_left: 1.1500617154483042 entropy_right : 1.105866621101474 -> 33 150 +idx: 71 entropy_left: 1.2427303803729568 entropy_right : 1.1104593064416028 -> 33 150 +idx: 72 entropy_left: 1.236032213759607 entropy_right : 1.0511407586429597 -> 33 150 +idx: 74 entropy_left: 1.2319621350284407 entropy_right : 1.041722068095403 -> 33 150 +idx: 75 entropy_left: 1.2993633238421214 entropy_right : 1.0462881865460743 -> 33 150 +idx: 76 entropy_left: 1.2936094957266198 entropy_right : 0.9568886656798212 -> 33 150 +idx: 77 entropy_left: 1.2905199077676452 entropy_right : 0.9505668528932196 -> 33 150 +idx: 78 entropy_left: 1.3434702568607588 entropy_right : 0.9544340029249649 -> 33 150 +idx: 79 entropy_left: 1.3392721352590145 entropy_right : 0.9477073729342066 -> 33 150 +idx: 81 entropy_left: 1.4185644431995963 entropy_right : 0.9557589912150009 -> 33 150 +idx: 83 entropy_left: 1.4080488723348807 entropy_right : 0.9411864371816835 -> 33 150 +idx: 84 entropy_left: 1.4384630807544665 entropy_right : 0.9456603046006402 -> 33 150 +idx: 87 entropy_left: 1.4196730020815134 entropy_right : 0.9182958340544896 -> 33 150 +idx: 88 entropy_left: 1.4459033762515259 entropy_right : 0.9235785996175947 -> 33 150 +idx: 89 entropy_left: 1.4391294142581823 entropy_right : 0.9127341558073343 -> 33 150 +idx: 91 entropy_left: 1.4814308333061716 entropy_right : 0.9238422284571814 -> 33 150 +idx: 95 entropy_left: 1.4535828837865412 entropy_right : 0.8698926856041563 -> 33 150 +idx: 97 entropy_left: 1.4869015389218596 entropy_right : 0.8835850861052532 -> 33 150 +idx: 99 entropy_left: 1.47283015230032 entropy_right : 0.8478617451660526 -> 33 150 +idx: 101 entropy_left: 1.4991298893975544 entropy_right : 0.863120568566631 -> 33 150 +idx: 102 entropy_left: 1.4923596540293003 entropy_right : 0.8426578772022391 -> 33 150 +idx: 104 entropy_left: 1.5129527183657314 entropy_right : 0.8589810370425963 -> 33 150 +idx: 105 entropy_left: 1.5065420643391485 entropy_right : 0.8366407419411673 -> 33 150 +idx: 106 entropy_left: 1.5151610003501055 entropy_right : 0.8453509366224365 -> 33 150 +idx: 107 entropy_left: 1.5088745246622877 entropy_right : 0.8203636429576732 -> 33 150 +idx: 109 entropy_left: 1.5233671360000942 entropy_right : 0.8390040613676977 -> 33 150 +idx: 110 entropy_left: 1.5174480580708334 entropy_right : 0.8112781244591328 -> 33 150 +idx: 113 entropy_left: 1.5332288946792918 entropy_right : 0.8418521897563207 -> 33 150 +idx: 114 entropy_left: 1.5279067065978253 entropy_right : 0.8112781244591328 -> 33 150 +idx: 117 entropy_left: 1.538075564045685 entropy_right : 0.8453509366224365 -> 33 150 +idx: 118 entropy_left: 1.5333232048629988 entropy_right : 0.8112781244591328 -> 33 150 +idx: 120 entropy_left: 1.5377559674303916 entropy_right : 0.8366407419411673 -> 33 150 +idx: 122 entropy_left: 1.5287642104483186 entropy_right : 0.74959525725948 -> 33 150 +idx: 127 entropy_left: 1.5343941913830057 entropy_right : 0.828055725379504 -> 33 150 +idx: 130 entropy_left: 1.523071016430478 entropy_right : 0.6098403047164004 -> 33 150 +idx: 132 entropy_left: 1.5240294109795434 entropy_right : 0.6500224216483541 -> 33 150 +idx: 133 entropy_left: 1.520398271617716 entropy_right : 0.5225593745369408 -> 33 150 +idx: 134 entropy_left: 1.5206178114026545 entropy_right : 0.5435644431995964 -> 33 150 +idx: 135 entropy_left: 1.5170584650102175 entropy_right : 0.35335933502142136 -> 33 150 +idx: 137 entropy_left: 1.5170523105906335 entropy_right : 0.39124356362925566 -> 33 150 +idx: 138 entropy_left: 1.5137301230425602 entropy_right : 0 -> 33 150 +cut: 5.1 index: 34 +start: 33 cut: 34 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.4992098113026513 ent1= 0 ent2= 1.5007111828980744 +ig= 0.011325219711397994 delta= 4.648360304560994 N 117 term 0.0983447974332356 +idx: 44 entropy_left: 0 entropy_right : 1.3764263022492553 -> 34 150 +idx: 45 entropy_left: 0.4394969869215134 entropy_right : 1.3779796176519241 -> 34 150 +idx: 51 entropy_left: 0.3227569588973983 entropy_right : 1.2367928607774141 -> 34 150 +idx: 52 entropy_left: 0.5032583347756457 entropy_right : 1.2377158231343603 -> 34 150 +idx: 53 entropy_left: 0.4854607607459134 entropy_right : 1.2046986815511866 -> 34 150 +idx: 58 entropy_left: 0.8708644692353646 entropy_right : 1.2056112071736118 -> 34 150 +idx: 59 entropy_left: 0.8554508105601307 entropy_right : 1.167065448996099 -> 34 150 +idx: 61 entropy_left: 0.9182958340544896 entropy_right : 1.1653351793699953 -> 34 150 +idx: 62 entropy_left: 1.107784384952517 entropy_right : 1.1687172769890006 -> 34 150 +idx: 68 entropy_left: 1.1562272836006513 entropy_right : 1.1573913563403753 -> 34 150 +idx: 69 entropy_left: 1.1488835401005122 entropy_right : 1.109500797247481 -> 34 150 +idx: 70 entropy_left: 1.1501854804581977 entropy_right : 1.105866621101474 -> 34 150 +idx: 71 entropy_left: 1.2443013992660275 entropy_right : 1.1104593064416028 -> 34 150 +idx: 72 entropy_left: 1.2363864108712896 entropy_right : 1.0511407586429597 -> 34 150 +idx: 74 entropy_left: 1.2344977967946407 entropy_right : 1.041722068095403 -> 34 150 +idx: 75 entropy_left: 1.3026227503285144 entropy_right : 1.0462881865460743 -> 34 150 +idx: 76 entropy_left: 1.2958363892911637 entropy_right : 0.9568886656798212 -> 34 150 +idx: 77 entropy_left: 1.2936094957266198 entropy_right : 0.9505668528932196 -> 34 150 +idx: 78 entropy_left: 1.3469477860513406 entropy_right : 0.9544340029249649 -> 34 150 +idx: 79 entropy_left: 1.3434702568607588 entropy_right : 0.9477073729342066 -> 34 150 +idx: 81 entropy_left: 1.422950494647251 entropy_right : 0.9557589912150009 -> 34 150 +idx: 83 entropy_left: 1.4135682830396687 entropy_right : 0.9411864371816835 -> 34 150 +idx: 84 entropy_left: 1.4439032709191701 entropy_right : 0.9456603046006402 -> 34 150 +idx: 87 entropy_left: 1.4262873399004574 entropy_right : 0.9182958340544896 -> 34 150 +idx: 88 entropy_left: 1.4523861943352818 entropy_right : 0.9235785996175947 -> 34 150 +idx: 89 entropy_left: 1.4459033762515259 entropy_right : 0.9127341558073343 -> 34 150 +idx: 91 entropy_left: 1.4878131808507769 entropy_right : 0.9238422284571814 -> 34 150 +idx: 95 entropy_left: 1.4608248015713592 entropy_right : 0.8698926856041563 -> 34 150 +idx: 97 entropy_left: 1.4937095464322434 entropy_right : 0.8835850861052532 -> 34 150 +idx: 99 entropy_left: 1.4799337224591032 entropy_right : 0.8478617451660526 -> 34 150 +idx: 101 entropy_left: 1.5057662831867211 entropy_right : 0.863120568566631 -> 34 150 +idx: 102 entropy_left: 1.4991298893975544 entropy_right : 0.8426578772022391 -> 34 150 +idx: 104 entropy_left: 1.5192305624137816 entropy_right : 0.8589810370425963 -> 34 150 +idx: 105 entropy_left: 1.5129527183657314 entropy_right : 0.8366407419411673 -> 34 150 +idx: 106 entropy_left: 1.5213240183572947 entropy_right : 0.8453509366224365 -> 34 150 +idx: 107 entropy_left: 1.5151610003501055 entropy_right : 0.8203636429576732 -> 34 150 +idx: 109 entropy_left: 1.529162767471135 entropy_right : 0.8390040613676977 -> 34 150 +idx: 110 entropy_left: 1.5233671360000942 entropy_right : 0.8112781244591328 -> 34 150 +idx: 113 entropy_left: 1.5384204755151063 entropy_right : 0.8418521897563207 -> 34 150 +idx: 114 entropy_left: 1.5332288946792918 entropy_right : 0.8112781244591328 -> 34 150 +idx: 117 entropy_left: 1.5426918994072474 entropy_right : 0.8453509366224365 -> 34 150 +idx: 118 entropy_left: 1.538075564045685 entropy_right : 0.8112781244591328 -> 34 150 +idx: 120 entropy_left: 1.5420569181018204 entropy_right : 0.8366407419411673 -> 34 150 +idx: 122 entropy_left: 1.533320797816137 entropy_right : 0.74959525725948 -> 34 150 +idx: 127 entropy_left: 1.5379137608515965 entropy_right : 0.828055725379504 -> 34 150 +idx: 130 entropy_left: 1.5269619764446545 entropy_right : 0.6098403047164004 -> 34 150 +idx: 132 entropy_left: 1.5275487529615783 entropy_right : 0.6500224216483541 -> 34 150 +idx: 133 entropy_left: 1.5240294109795434 entropy_right : 0.5225593745369408 -> 34 150 +idx: 134 entropy_left: 1.524070562860036 entropy_right : 0.5435644431995964 -> 34 150 +idx: 135 entropy_left: 1.5206178114026545 entropy_right : 0.35335933502142136 -> 34 150 +idx: 137 entropy_left: 1.52026917047001 entropy_right : 0.39124356362925566 -> 34 150 +idx: 138 entropy_left: 1.5170523105906335 entropy_right : 0 -> 34 150 +cut: 5.2 index: 44 +start: 34 cut: 44 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5007111828980744 ent1= 0 ent2= 1.3764263022492553 +ig= 0.24294232049789266 delta= 4.271001547828267 N 116 term 0.09583182412735038 +¡Ding! 5.2 44 +idx: 45 entropy_left: 0 entropy_right : 1.3779796176519241 -> 44 150 +idx: 51 entropy_left: 0.5916727785823275 entropy_right : 1.2367928607774141 -> 44 150 +idx: 52 entropy_left: 0.8112781244591328 entropy_right : 1.2377158231343603 -> 44 150 +idx: 53 entropy_left: 0.7642045065086203 entropy_right : 1.2046986815511866 -> 44 150 +idx: 58 entropy_left: 1.0 entropy_right : 1.2056112071736118 -> 44 150 +idx: 59 entropy_left: 0.9967916319816366 entropy_right : 1.167065448996099 -> 44 150 +idx: 61 entropy_left: 0.9975025463691153 entropy_right : 1.1653351793699953 -> 44 150 +idx: 62 entropy_left: 1.2516291673878228 entropy_right : 1.1687172769890006 -> 44 150 +idx: 68 entropy_left: 1.1431558784658322 entropy_right : 1.1573913563403753 -> 44 150 +idx: 69 entropy_left: 1.1585488318903812 entropy_right : 1.109500797247481 -> 44 150 +idx: 70 entropy_left: 1.1416195253341381 entropy_right : 1.105866621101474 -> 44 150 +idx: 71 entropy_left: 1.2538013905715866 entropy_right : 1.1104593064416028 -> 44 150 +idx: 72 entropy_left: 1.2638091738835462 entropy_right : 1.0511407586429597 -> 44 150 +idx: 74 entropy_left: 1.2309595631140104 entropy_right : 1.041722068095403 -> 44 150 +idx: 75 entropy_left: 1.307976359515949 entropy_right : 1.0462881865460743 -> 44 150 +idx: 76 entropy_left: 1.31664733333952 entropy_right : 0.9568886656798212 -> 44 150 +idx: 77 entropy_left: 1.3013862992796092 entropy_right : 0.9505668528932196 -> 44 150 +idx: 78 entropy_left: 1.3590990012374453 entropy_right : 0.9544340029249649 -> 44 150 +idx: 79 entropy_left: 1.3437884540090375 entropy_right : 0.9477073729342066 -> 44 150 +idx: 81 entropy_left: 1.4256132384104512 entropy_right : 0.9557589912150009 -> 44 150 +idx: 83 entropy_left: 1.3964017465710241 entropy_right : 0.9411864371816835 -> 44 150 +idx: 84 entropy_left: 1.4266098981515114 entropy_right : 0.9456603046006402 -> 44 150 +idx: 87 entropy_left: 1.3843662197304327 entropy_right : 0.9182958340544896 -> 44 150 +idx: 88 entropy_left: 1.4105645152423338 entropy_right : 0.9235785996175947 -> 44 150 +idx: 89 entropy_left: 1.3970713079590378 entropy_right : 0.9127341558073343 -> 44 150 +idx: 91 entropy_left: 1.4378981830488653 entropy_right : 0.9238422284571814 -> 44 150 +idx: 95 entropy_left: 1.3885087415373887 entropy_right : 0.8698926856041563 -> 44 150 +idx: 97 entropy_left: 1.4207503473571672 entropy_right : 0.8835850861052532 -> 44 150 +idx: 99 entropy_left: 1.3982088441853116 entropy_right : 0.8478617451660526 -> 44 150 +idx: 101 entropy_left: 1.4231230542732203 entropy_right : 0.863120568566631 -> 44 150 +idx: 102 entropy_left: 1.4127788804267845 entropy_right : 0.8426578772022391 -> 44 150 +idx: 104 entropy_left: 1.431578033211198 entropy_right : 0.8589810370425963 -> 44 150 +idx: 105 entropy_left: 1.4220900521936763 entropy_right : 0.8366407419411673 -> 44 150 +idx: 106 entropy_left: 1.4297712666969145 entropy_right : 0.8453509366224365 -> 44 150 +idx: 107 entropy_left: 1.4206843409707122 entropy_right : 0.8203636429576732 -> 44 150 +idx: 109 entropy_left: 1.4333020260513436 entropy_right : 0.8390040613676977 -> 44 150 +idx: 110 entropy_left: 1.4249748676560043 entropy_right : 0.8112781244591328 -> 44 150 +idx: 113 entropy_left: 1.4378209282715886 entropy_right : 0.8418521897563207 -> 44 150 +idx: 114 entropy_left: 1.43055418918351 entropy_right : 0.8112781244591328 -> 44 150 +idx: 117 entropy_left: 1.4377707632957772 entropy_right : 0.8453509366224365 -> 44 150 +idx: 118 entropy_left: 1.4314614999501034 entropy_right : 0.8112781244591328 -> 44 150 +idx: 120 entropy_left: 1.4340201993083201 entropy_right : 0.8366407419411673 -> 44 150 +idx: 122 entropy_left: 1.4224171655427815 entropy_right : 0.74959525725948 -> 44 150 +idx: 127 entropy_left: 1.4240650747143373 entropy_right : 0.828055725379504 -> 44 150 +idx: 130 entropy_left: 1.4101818214788366 entropy_right : 0.6098403047164004 -> 44 150 +idx: 132 entropy_left: 1.409921745231479 entropy_right : 0.6500224216483541 -> 44 150 +idx: 133 entropy_left: 1.4055932553758037 entropy_right : 0.5225593745369408 -> 44 150 +idx: 134 entropy_left: 1.4052570450171729 entropy_right : 0.5435644431995964 -> 44 150 +idx: 135 entropy_left: 1.4010688958809001 entropy_right : 0.35335933502142136 -> 44 150 +idx: 137 entropy_left: 1.400052234031507 entropy_right : 0.39124356362925566 -> 44 150 +idx: 138 entropy_left: 1.3962125504871692 entropy_right : 0 -> 44 150 +cut: 5.25 index: 45 +start: 44 cut: 45 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.3764263022492553 ent1= 0 ent2= 1.3779796176519241 +ig= 0.011446492311028678 delta= 4.648516135982731 N 106 term 0.10719586465706465 +idx: 51 entropy_left: 0 entropy_right : 1.2367928607774141 -> 45 150 +idx: 52 entropy_left: 0.5916727785823275 entropy_right : 1.2377158231343603 -> 45 150 +idx: 53 entropy_left: 0.5435644431995964 entropy_right : 1.2046986815511866 -> 45 150 +idx: 58 entropy_left: 0.9957274520849256 entropy_right : 1.2056112071736118 -> 45 150 +idx: 59 entropy_left: 0.9852281360342516 entropy_right : 1.167065448996099 -> 45 150 +idx: 61 entropy_left: 1.0 entropy_right : 1.1653351793699953 -> 45 150 +idx: 62 entropy_left: 1.2639334294856337 entropy_right : 1.1687172769890006 -> 45 150 +idx: 68 entropy_left: 1.1625633078480364 entropy_right : 1.1573913563403753 -> 45 150 +idx: 69 entropy_left: 1.1752835873133531 entropy_right : 1.109500797247481 -> 45 150 +idx: 70 entropy_left: 1.1585488318903812 entropy_right : 1.105866621101474 -> 45 150 +idx: 71 entropy_left: 1.2722595663292235 entropy_right : 1.1104593064416028 -> 45 150 +idx: 72 entropy_left: 1.2799749139041574 entropy_right : 1.0511407586429597 -> 45 150 +idx: 74 entropy_left: 1.2474241244334552 entropy_right : 1.041722068095403 -> 45 150 +idx: 75 entropy_left: 1.3248560371987566 entropy_right : 1.0462881865460743 -> 45 150 +idx: 76 entropy_left: 1.3317607101149553 entropy_right : 0.9568886656798212 -> 45 150 +idx: 77 entropy_left: 1.31664733333952 entropy_right : 0.9505668528932196 -> 45 150 +idx: 78 entropy_left: 1.3743214578138507 entropy_right : 0.9544340029249649 -> 45 150 +idx: 79 entropy_left: 1.3590990012374453 entropy_right : 0.9477073729342066 -> 45 150 +idx: 81 entropy_left: 1.4400876246432754 entropy_right : 0.9557589912150009 -> 45 150 +idx: 83 entropy_left: 1.4110278111359231 entropy_right : 0.9411864371816835 -> 45 150 +idx: 84 entropy_left: 1.440686881996416 entropy_right : 0.9456603046006402 -> 45 150 +idx: 87 entropy_left: 1.3984047495234926 entropy_right : 0.9182958340544896 -> 45 150 +idx: 88 entropy_left: 1.4241055030202836 entropy_right : 0.9235785996175947 -> 45 150 +idx: 89 entropy_left: 1.4105645152423338 entropy_right : 0.9127341558073343 -> 45 150 +idx: 91 entropy_left: 1.4503134017471866 entropy_right : 0.9238422284571814 -> 45 150 +idx: 95 entropy_left: 1.400766637523055 entropy_right : 0.8698926856041563 -> 45 150 +idx: 97 entropy_left: 1.4320792052110205 entropy_right : 0.8835850861052532 -> 45 150 +idx: 99 entropy_left: 1.4094544755772227 entropy_right : 0.8478617451660526 -> 45 150 +idx: 101 entropy_left: 1.4334834517752852 entropy_right : 0.863120568566631 -> 45 150 +idx: 102 entropy_left: 1.4231230542732203 entropy_right : 0.8426578772022391 -> 45 150 +idx: 104 entropy_left: 1.4410541035142095 entropy_right : 0.8589810370425963 -> 45 150 +idx: 105 entropy_left: 1.431578033211198 entropy_right : 0.8366407419411673 -> 45 150 +idx: 106 entropy_left: 1.438841894200673 entropy_right : 0.8453509366224365 -> 45 150 +idx: 107 entropy_left: 1.4297712666969145 entropy_right : 0.8203636429576732 -> 45 150 +idx: 109 entropy_left: 1.4415920755789071 entropy_right : 0.8390040613676977 -> 45 150 +idx: 110 entropy_left: 1.4333020260513436 entropy_right : 0.8112781244591328 -> 45 150 +idx: 113 entropy_left: 1.4450194734840949 entropy_right : 0.8418521897563207 -> 45 150 +idx: 114 entropy_left: 1.4378209282715886 entropy_right : 0.8112781244591328 -> 45 150 +idx: 117 entropy_left: 1.4439881597575672 entropy_right : 0.8453509366224365 -> 45 150 +idx: 118 entropy_left: 1.4377707632957772 entropy_right : 0.8112781244591328 -> 45 150 +idx: 120 entropy_left: 1.4396788919399468 entropy_right : 0.8366407419411673 -> 45 150 +idx: 122 entropy_left: 1.4282619056422832 entropy_right : 0.74959525725948 -> 45 150 +idx: 127 entropy_left: 1.4284735370493284 entropy_right : 0.828055725379504 -> 45 150 +idx: 130 entropy_left: 1.4149076471763113 entropy_right : 0.6098403047164004 -> 45 150 +idx: 132 entropy_left: 1.414152505455283 entropy_right : 0.6500224216483541 -> 45 150 +idx: 133 entropy_left: 1.409921745231479 entropy_right : 0.5225593745369408 -> 45 150 +idx: 134 entropy_left: 1.4093509832105067 entropy_right : 0.5435644431995964 -> 45 150 +idx: 135 entropy_left: 1.4052570450171729 entropy_right : 0.35335933502142136 -> 45 150 +idx: 137 entropy_left: 1.403795504390464 entropy_right : 0.39124356362925566 -> 45 150 +idx: 138 entropy_left: 1.400052234031507 entropy_right : 0 -> 45 150 +cut: 5.4 index: 51 +start: 45 cut: 51 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.3779796176519241 ent1= 0 ent2= 1.2367928607774141 +ig= 0.21186063463321947 delta= 4.220295919151194 N 105 term 0.10400700606945035 +¡Ding! 5.4 51 +idx: 52 entropy_left: 0 entropy_right : 1.2377158231343603 -> 51 150 +idx: 53 entropy_left: 1.0 entropy_right : 1.2046986815511866 -> 51 150 +idx: 58 entropy_left: 0.5916727785823275 entropy_right : 1.2056112071736118 -> 51 150 +idx: 59 entropy_left: 0.8112781244591328 entropy_right : 1.167065448996099 -> 51 150 +idx: 61 entropy_left: 0.7219280948873623 entropy_right : 1.1653351793699953 -> 51 150 +idx: 62 entropy_left: 1.0957952550009338 entropy_right : 1.1687172769890006 -> 51 150 +idx: 68 entropy_left: 0.8343470230852539 entropy_right : 1.1573913563403753 -> 51 150 +idx: 69 entropy_left: 0.9444885341662053 entropy_right : 1.109500797247481 -> 51 150 +idx: 70 entropy_left: 0.9132829641650988 entropy_right : 1.105866621101474 -> 51 150 +idx: 71 entropy_left: 1.0540157730728 entropy_right : 1.1104593064416028 -> 51 150 +idx: 72 entropy_left: 1.1254908068679135 entropy_right : 1.0511407586429597 -> 51 150 +idx: 74 entropy_left: 1.0676111603502403 entropy_right : 1.041722068095403 -> 51 150 +idx: 75 entropy_left: 1.158222675578688 entropy_right : 1.0462881865460743 -> 51 150 +idx: 76 entropy_left: 1.2098003386604828 entropy_right : 0.9568886656798212 -> 51 150 +idx: 77 entropy_left: 1.1841636411194805 entropy_right : 0.9505668528932196 -> 51 150 +idx: 78 entropy_left: 1.2486545206672304 entropy_right : 0.9544340029249649 -> 51 150 +idx: 79 entropy_left: 1.2244883781338565 entropy_right : 0.9477073729342066 -> 51 150 +idx: 81 entropy_left: 1.3125559878021227 entropy_right : 0.9557589912150009 -> 51 150 +idx: 83 entropy_left: 1.2700599575900715 entropy_right : 0.9411864371816835 -> 51 150 +idx: 84 entropy_left: 1.3019762161101505 entropy_right : 0.9456603046006402 -> 51 150 +idx: 87 entropy_left: 1.2449187529382073 entropy_right : 0.9182958340544896 -> 51 150 +idx: 88 entropy_left: 1.2730009199061236 entropy_right : 0.9235785996175947 -> 51 150 +idx: 89 entropy_left: 1.255663165580298 entropy_right : 0.9127341558073343 -> 51 150 +idx: 91 entropy_left: 1.2987949406953985 entropy_right : 0.9238422284571814 -> 51 150 +idx: 95 entropy_left: 1.2387413849552513 entropy_right : 0.8698926856041563 -> 51 150 +idx: 97 entropy_left: 1.2733306660180936 entropy_right : 0.8835850861052532 -> 51 150 +idx: 99 entropy_left: 1.24726924853191 entropy_right : 0.8478617451660526 -> 51 150 +idx: 101 entropy_left: 1.2740022896699967 entropy_right : 0.863120568566631 -> 51 150 +idx: 102 entropy_left: 1.2623741775941766 entropy_right : 0.8426578772022391 -> 51 150 +idx: 104 entropy_left: 1.2824555399511839 entropy_right : 0.8589810370425963 -> 51 150 +idx: 105 entropy_left: 1.2720236796955837 entropy_right : 0.8366407419411673 -> 51 150 +idx: 106 entropy_left: 1.2802412641697223 entropy_right : 0.8453509366224365 -> 51 150 +idx: 107 entropy_left: 1.2703862545896736 entropy_right : 0.8203636429576732 -> 51 150 +idx: 109 entropy_left: 1.2839465152590122 entropy_right : 0.8390040613676977 -> 51 150 +idx: 110 entropy_left: 1.2750978150747438 entropy_right : 0.8112781244591328 -> 51 150 +idx: 113 entropy_left: 1.2890020897815337 entropy_right : 0.8418521897563207 -> 51 150 +idx: 114 entropy_left: 1.2814952229224468 entropy_right : 0.8112781244591328 -> 51 150 +idx: 117 entropy_left: 1.2894949485898448 entropy_right : 0.8453509366224365 -> 51 150 +idx: 118 entropy_left: 1.2831665076655923 entropy_right : 0.8112781244591328 -> 51 150 +idx: 120 entropy_left: 1.2861856515445227 entropy_right : 0.8366407419411673 -> 51 150 +idx: 122 entropy_left: 1.274785294596539 entropy_right : 0.74959525725948 -> 51 150 +idx: 127 entropy_left: 1.277660052784842 entropy_right : 0.828055725379504 -> 51 150 +idx: 130 entropy_left: 1.2647051503145113 entropy_right : 0.6098403047164004 -> 51 150 +idx: 132 entropy_left: 1.2650264370370163 entropy_right : 0.6500224216483541 -> 51 150 +idx: 133 entropy_left: 1.2610549127993207 entropy_right : 0.5225593745369408 -> 51 150 +idx: 134 entropy_left: 1.2610161720734205 entropy_right : 0.5435644431995964 -> 51 150 +idx: 135 entropy_left: 1.2572038836412398 entropy_right : 0.35335933502142136 -> 51 150 +idx: 137 entropy_left: 1.2567949149026907 entropy_right : 0.39124356362925566 -> 51 150 +idx: 138 entropy_left: 1.2533710321988052 entropy_right : 0 -> 51 150 +cut: 5.45 index: 52 +start: 51 cut: 52 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2367928607774141 ent1= 0 ent2= 1.2377158231343603 +ig= 0.011579217674714037 delta= 4.646625076845563 N 99 term 0.11375085778748256 +idx: 53 entropy_left: 0 entropy_right : 1.2046986815511866 -> 52 150 +idx: 58 entropy_left: 0.6500224216483541 entropy_right : 1.2056112071736118 -> 52 150 +idx: 59 entropy_left: 0.863120568566631 entropy_right : 1.167065448996099 -> 52 150 +idx: 61 entropy_left: 0.7642045065086203 entropy_right : 1.1653351793699953 -> 52 150 +idx: 62 entropy_left: 1.1567796494470395 entropy_right : 1.1687172769890006 -> 52 150 +idx: 68 entropy_left: 0.8683927290103626 entropy_right : 1.1573913563403753 -> 52 150 +idx: 69 entropy_left: 0.9780155566622415 entropy_right : 1.109500797247481 -> 52 150 +idx: 70 entropy_left: 0.9444885341662053 entropy_right : 1.105866621101474 -> 52 150 +idx: 71 entropy_left: 1.086987702339905 entropy_right : 1.1104593064416028 -> 52 150 +idx: 72 entropy_left: 1.1567796494470395 entropy_right : 1.0511407586429597 -> 52 150 +idx: 74 entropy_left: 1.0957952550009338 entropy_right : 1.041722068095403 -> 52 150 +idx: 75 entropy_left: 1.1863929342238186 entropy_right : 1.0462881865460743 -> 52 150 +idx: 76 entropy_left: 1.2364405016961446 entropy_right : 0.9568886656798212 -> 52 150 +idx: 77 entropy_left: 1.2098003386604828 entropy_right : 0.9505668528932196 -> 52 150 +idx: 78 entropy_left: 1.2736509190759928 entropy_right : 0.9544340029249649 -> 52 150 +idx: 79 entropy_left: 1.2486545206672304 entropy_right : 0.9477073729342066 -> 52 150 +idx: 81 entropy_left: 1.334599425999111 entropy_right : 0.9557589912150009 -> 52 150 +idx: 83 entropy_left: 1.2910357498542626 entropy_right : 0.9411864371816835 -> 52 150 +idx: 84 entropy_left: 1.3218847866691474 entropy_right : 0.9456603046006402 -> 52 150 +idx: 87 entropy_left: 1.2634815907120713 entropy_right : 0.9182958340544896 -> 52 150 +idx: 88 entropy_left: 1.2907148496715317 entropy_right : 0.9235785996175947 -> 52 150 +idx: 89 entropy_left: 1.2730009199061236 entropy_right : 0.9127341558073343 -> 52 150 +idx: 91 entropy_left: 1.314427310128449 entropy_right : 0.9238422284571814 -> 52 150 +idx: 95 entropy_left: 1.2533610514248106 entropy_right : 0.8698926856041563 -> 52 150 +idx: 97 entropy_left: 1.2866280229807059 entropy_right : 0.8835850861052532 -> 52 150 +idx: 99 entropy_left: 1.2602078229255897 entropy_right : 0.8478617451660526 -> 52 150 +idx: 101 entropy_left: 1.285743981839722 entropy_right : 0.863120568566631 -> 52 150 +idx: 102 entropy_left: 1.2740022896699967 entropy_right : 0.8426578772022391 -> 52 150 +idx: 104 entropy_left: 1.2929449855174395 entropy_right : 0.8589810370425963 -> 52 150 +idx: 105 entropy_left: 1.2824555399511839 entropy_right : 0.8366407419411673 -> 52 150 +idx: 106 entropy_left: 1.290137339650643 entropy_right : 0.8453509366224365 -> 52 150 +idx: 107 entropy_left: 1.2802412641697223 entropy_right : 0.8203636429576732 -> 52 150 +idx: 109 entropy_left: 1.2927975726087082 entropy_right : 0.8390040613676977 -> 52 150 +idx: 110 entropy_left: 1.2839465152590122 entropy_right : 0.8112781244591328 -> 52 150 +idx: 113 entropy_left: 1.2964607361371667 entropy_right : 0.8418521897563207 -> 52 150 +idx: 114 entropy_left: 1.2890020897815337 entropy_right : 0.8112781244591328 -> 52 150 +idx: 117 entropy_left: 1.2957378005380122 entropy_right : 0.8453509366224365 -> 52 150 +idx: 118 entropy_left: 1.2894949485898448 entropy_right : 0.8112781244591328 -> 52 150 +idx: 120 entropy_left: 1.2917436782389615 entropy_right : 0.8366407419411673 -> 52 150 +idx: 122 entropy_left: 1.2805280377491564 entropy_right : 0.74959525725948 -> 52 150 +idx: 127 entropy_left: 1.2817402106919733 entropy_right : 0.828055725379504 -> 52 150 +idx: 130 entropy_left: 1.269129492403553 entropy_right : 0.6098403047164004 -> 52 150 +idx: 132 entropy_left: 1.26889047905874 entropy_right : 0.6500224216483541 -> 52 150 +idx: 133 entropy_left: 1.2650264370370163 entropy_right : 0.5225593745369408 -> 52 150 +idx: 134 entropy_left: 1.2647242262739549 entropy_right : 0.5435644431995964 -> 52 150 +idx: 135 entropy_left: 1.2610161720734205 entropy_right : 0.35335933502142136 -> 52 150 +idx: 137 entropy_left: 1.2601109425506647 entropy_right : 0.39124356362925566 -> 52 150 +idx: 138 entropy_left: 1.2567949149026907 entropy_right : 0 -> 52 150 +cut: 5.5 index: 53 +start: 52 cut: 53 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2377158231343603 ent1= 0 ent2= 1.2046986815511866 +ig= 0.04530998527247143 delta= 4.544804765025203 N 98 term 0.11372160823686052 +idx: 58 entropy_left: 0 entropy_right : 1.2056112071736118 -> 53 150 +idx: 59 entropy_left: 0.6500224216483541 entropy_right : 1.167065448996099 -> 53 150 +idx: 61 entropy_left: 0.5435644431995964 entropy_right : 1.1653351793699953 -> 53 150 +idx: 62 entropy_left: 0.9864267287308424 entropy_right : 1.1687172769890006 -> 53 150 +idx: 68 entropy_left: 0.6998428398862386 entropy_right : 1.1573913563403753 -> 53 150 +idx: 69 entropy_left: 0.8683927290103626 entropy_right : 1.109500797247481 -> 53 150 +idx: 70 entropy_left: 0.8343470230852539 entropy_right : 1.105866621101474 -> 53 150 +idx: 71 entropy_left: 0.9864267287308424 entropy_right : 1.1104593064416028 -> 53 150 +idx: 72 entropy_left: 1.086987702339905 entropy_right : 1.0511407586429597 -> 53 150 +idx: 74 entropy_left: 1.0230370655328809 entropy_right : 1.041722068095403 -> 53 150 +idx: 75 entropy_left: 1.1180782093497093 entropy_right : 1.0462881865460743 -> 53 150 +idx: 76 entropy_left: 1.1863929342238186 entropy_right : 0.9568886656798212 -> 53 150 +idx: 77 entropy_left: 1.158222675578688 entropy_right : 0.9505668528932196 -> 53 150 +idx: 78 entropy_left: 1.224381457724494 entropy_right : 0.9544340029249649 -> 53 150 +idx: 79 entropy_left: 1.198183947911799 entropy_right : 0.9477073729342066 -> 53 150 +idx: 81 entropy_left: 1.287054028118727 entropy_right : 0.9557589912150009 -> 53 150 +idx: 83 entropy_left: 1.2419460322060458 entropy_right : 0.9411864371816835 -> 53 150 +idx: 84 entropy_left: 1.2738722345110536 entropy_right : 0.9456603046006402 -> 53 150 +idx: 87 entropy_left: 1.2141272693763827 entropy_right : 0.9182958340544896 -> 53 150 +idx: 88 entropy_left: 1.2423708743932154 entropy_right : 0.9235785996175947 -> 53 150 +idx: 89 entropy_left: 1.224394445405986 entropy_right : 0.9127341558073343 -> 53 150 +idx: 91 entropy_left: 1.2674438038072338 entropy_right : 0.9238422284571814 -> 53 150 +idx: 95 entropy_left: 1.2060026902433665 entropy_right : 0.8698926856041563 -> 53 150 +idx: 97 entropy_left: 1.2406705316766886 entropy_right : 0.8835850861052532 -> 53 150 +idx: 99 entropy_left: 1.214295263080721 entropy_right : 0.8478617451660526 -> 53 150 +idx: 101 entropy_left: 1.2410106928656977 entropy_right : 0.863120568566631 -> 53 150 +idx: 102 entropy_left: 1.2293413843029717 entropy_right : 0.8426578772022391 -> 53 150 +idx: 104 entropy_left: 1.2492864082069246 entropy_right : 0.8589810370425963 -> 53 150 +idx: 105 entropy_left: 1.2389012566026305 entropy_right : 0.8366407419411673 -> 53 150 +idx: 106 entropy_left: 1.2470361469923357 entropy_right : 0.8453509366224365 -> 53 150 +idx: 107 entropy_left: 1.237260201421159 entropy_right : 0.8203636429576732 -> 53 150 +idx: 109 entropy_left: 1.2506472668030133 entropy_right : 0.8390040613676977 -> 53 150 +idx: 110 entropy_left: 1.2419363412184317 entropy_right : 0.8112781244591328 -> 53 150 +idx: 113 entropy_left: 1.2555367253996503 entropy_right : 0.8418521897563207 -> 53 150 +idx: 114 entropy_left: 1.2482389571842902 entropy_right : 0.8112781244591328 -> 53 150 +idx: 117 entropy_left: 1.2559170259774697 entropy_right : 0.8453509366224365 -> 53 150 +idx: 118 entropy_left: 1.2498492777008952 entropy_right : 0.8112781244591328 -> 53 150 +idx: 120 entropy_left: 1.2526673604527443 entropy_right : 0.8366407419411673 -> 53 150 +idx: 122 entropy_left: 1.2418112963539676 entropy_right : 0.74959525725948 -> 53 150 +idx: 127 entropy_left: 1.2443013992660277 entropy_right : 0.828055725379504 -> 53 150 +idx: 130 entropy_left: 1.2322458629112465 entropy_right : 0.6098403047164004 -> 53 150 +idx: 132 entropy_left: 1.232472282457445 entropy_right : 0.6500224216483541 -> 53 150 +idx: 133 entropy_left: 1.228789740397119 entropy_right : 0.5225593745369408 -> 53 150 +idx: 134 entropy_left: 1.22871127017127 entropy_right : 0.5435644431995964 -> 53 150 +idx: 135 entropy_left: 1.2251826138221809 entropy_right : 0.35335933502142136 -> 53 150 +idx: 137 entropy_left: 1.2247083872970776 entropy_right : 0.39124356362925566 -> 53 150 +idx: 138 entropy_left: 1.2215701626281463 entropy_right : 0 -> 53 150 +cut: 5.5 index: 58 +start: 53 cut: 58 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2046986815511866 ent1= 0 ent2= 1.2056112071736118 +ig= 0.06123238196384362 delta= 4.646593766642 N 97 term 0.11578923986972327 +idx: 59 entropy_left: 0 entropy_right : 1.167065448996099 -> 58 150 +idx: 61 entropy_left: 0.9182958340544896 entropy_right : 1.1653351793699953 -> 58 150 +idx: 62 entropy_left: 1.5 entropy_right : 1.1687172769890006 -> 58 150 +idx: 68 entropy_left: 0.9219280948873623 entropy_right : 1.1573913563403753 -> 58 150 +idx: 69 entropy_left: 1.0957952550009338 entropy_right : 1.109500797247481 -> 58 150 +idx: 70 entropy_left: 1.0408520829727552 entropy_right : 1.105866621101474 -> 58 150 +idx: 71 entropy_left: 1.198183947911799 entropy_right : 1.1104593064416028 -> 58 150 +idx: 72 entropy_left: 1.287054028118727 entropy_right : 1.0511407586429597 -> 58 150 +idx: 74 entropy_left: 1.1994602933016414 entropy_right : 1.041722068095403 -> 58 150 +idx: 75 entropy_left: 1.289608558348151 entropy_right : 1.0462881865460743 -> 58 150 +idx: 76 entropy_left: 1.3472230399326601 entropy_right : 0.9568886656798212 -> 58 150 +idx: 77 entropy_left: 1.312430802347936 entropy_right : 0.9505668528932196 -> 58 150 +idx: 78 entropy_left: 1.3709505944546687 entropy_right : 0.9544340029249649 -> 58 150 +idx: 79 entropy_left: 1.3396642639295127 entropy_right : 0.9477073729342066 -> 58 150 +idx: 81 entropy_left: 1.4098449412673983 entropy_right : 0.9557589912150009 -> 58 150 +idx: 83 entropy_left: 1.359330832236536 entropy_right : 0.9411864371816835 -> 58 150 +idx: 84 entropy_left: 1.3829457416591304 entropy_right : 0.9456603046006402 -> 58 150 +idx: 87 entropy_left: 1.3162522199425772 entropy_right : 0.9182958340544896 -> 58 150 +idx: 88 entropy_left: 1.3382689280764646 entropy_right : 0.9235785996175947 -> 58 150 +idx: 89 entropy_left: 1.3183697698891939 entropy_right : 0.9127341558073343 -> 58 150 +idx: 91 entropy_left: 1.3495485525614308 entropy_right : 0.9238422284571814 -> 58 150 +idx: 95 entropy_left: 1.283474826759087 entropy_right : 0.8698926856041563 -> 58 150 +idx: 97 entropy_left: 1.309466962504167 entropy_right : 0.8835850861052532 -> 58 150 +idx: 99 entropy_left: 1.2815531082029132 entropy_right : 0.8478617451660526 -> 58 150 +idx: 101 entropy_left: 1.3006979255585032 entropy_right : 0.863120568566631 -> 58 150 +idx: 102 entropy_left: 1.288649764535596 entropy_right : 0.8426578772022391 -> 58 150 +idx: 104 entropy_left: 1.301574289281613 entropy_right : 0.8589810370425963 -> 58 150 +idx: 105 entropy_left: 1.2911428397964957 entropy_right : 0.8366407419411673 -> 58 150 +idx: 106 entropy_left: 1.2960285244780434 entropy_right : 0.8453509366224365 -> 58 150 +idx: 107 entropy_left: 1.286285229444419 entropy_right : 0.8203636429576732 -> 58 150 +idx: 109 entropy_left: 1.2936692523040243 entropy_right : 0.8390040613676977 -> 58 150 +idx: 110 entropy_left: 1.285207571715559 entropy_right : 0.8112781244591328 -> 58 150 +idx: 113 entropy_left: 1.2906516322752029 entropy_right : 0.8418521897563207 -> 58 150 +idx: 114 entropy_left: 1.2838868242312453 entropy_right : 0.8112781244591328 -> 58 150 +idx: 117 entropy_left: 1.284285038978389 entropy_right : 0.8453509366224365 -> 58 150 +idx: 118 entropy_left: 1.2789490895024977 entropy_right : 0.8112781244591328 -> 58 150 +idx: 120 entropy_left: 1.2773890816706368 entropy_right : 0.8366407419411673 -> 58 150 +idx: 122 entropy_left: 1.2680161172305842 entropy_right : 0.74959525725948 -> 58 150 +idx: 127 entropy_left: 1.261205530128474 entropy_right : 0.828055725379504 -> 58 150 +idx: 130 entropy_left: 1.2516291673878228 entropy_right : 0.6098403047164004 -> 58 150 +idx: 132 entropy_left: 1.2487636811095608 entropy_right : 0.6500224216483541 -> 58 150 +idx: 133 entropy_left: 1.2458385420854454 entropy_right : 0.5225593745369408 -> 58 150 +idx: 134 entropy_left: 1.2443133013206253 entropy_right : 0.5435644431995964 -> 58 150 +idx: 135 entropy_left: 1.2415118510334717 entropy_right : 0.35335933502142136 -> 58 150 +idx: 137 entropy_left: 1.238324798314731 entropy_right : 0.39124356362925566 -> 58 150 +idx: 138 entropy_left: 1.235922331588627 entropy_right : 0 -> 58 150 +cut: 5.55 index: 59 +start: 58 cut: 59 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2056112071736118 ent1= 0 ent2= 1.167065448996099 +ig= 0.051231252188340015 delta= 4.528218915242186 N 92 term 0.11995666908087914 +idx: 61 entropy_left: 0 entropy_right : 1.1653351793699953 -> 59 150 +idx: 62 entropy_left: 0.9182958340544896 entropy_right : 1.1687172769890006 -> 59 150 +idx: 68 entropy_left: 0.5032583347756457 entropy_right : 1.1573913563403753 -> 59 150 +idx: 69 entropy_left: 0.9219280948873623 entropy_right : 1.109500797247481 -> 59 150 +idx: 70 entropy_left: 0.8658566174572235 entropy_right : 1.105866621101474 -> 59 150 +idx: 71 entropy_left: 1.0408520829727552 entropy_right : 1.1104593064416028 -> 59 150 +idx: 72 entropy_left: 1.198183947911799 entropy_right : 1.0511407586429597 -> 59 150 +idx: 74 entropy_left: 1.103307408607834 entropy_right : 1.041722068095403 -> 59 150 +idx: 75 entropy_left: 1.1994602933016414 entropy_right : 1.0462881865460743 -> 59 150 +idx: 76 entropy_left: 1.289608558348151 entropy_right : 0.9568886656798212 -> 59 150 +idx: 77 entropy_left: 1.2516291673878228 entropy_right : 0.9505668528932196 -> 59 150 +idx: 78 entropy_left: 1.3124308023479359 entropy_right : 0.9544340029249649 -> 59 150 +idx: 79 entropy_left: 1.278897902987479 entropy_right : 0.9477073729342066 -> 59 150 +idx: 81 entropy_left: 1.3516871258043608 entropy_right : 0.9557589912150009 -> 59 150 +idx: 83 entropy_left: 1.2987949406953985 entropy_right : 0.9411864371816835 -> 59 150 +idx: 84 entropy_left: 1.3234669541469457 entropy_right : 0.9456603046006402 -> 59 150 +idx: 87 entropy_left: 1.2550327083958783 entropy_right : 0.9182958340544896 -> 59 150 +idx: 88 entropy_left: 1.2782038389853276 entropy_right : 0.9235785996175947 -> 59 150 +idx: 89 entropy_left: 1.258040253688799 entropy_right : 0.9127341558073343 -> 59 150 +idx: 91 entropy_left: 1.2911002747979619 entropy_right : 0.9238422284571814 -> 59 150 +idx: 95 entropy_left: 1.2250335169881907 entropy_right : 0.8698926856041563 -> 59 150 +idx: 97 entropy_left: 1.252760079229674 entropy_right : 0.8835850861052532 -> 59 150 +idx: 99 entropy_left: 1.2251570385077257 entropy_right : 0.8478617451660526 -> 59 150 +idx: 101 entropy_left: 1.2457873952707117 entropy_right : 0.863120568566631 -> 59 150 +idx: 102 entropy_left: 1.2339557062686486 entropy_right : 0.8426578772022391 -> 59 150 +idx: 104 entropy_left: 1.2481570924667444 entropy_right : 0.8589810370425963 -> 59 150 +idx: 105 entropy_left: 1.237978259087945 entropy_right : 0.8366407419411673 -> 59 150 +idx: 106 entropy_left: 1.2434459078088524 entropy_right : 0.8453509366224365 -> 59 150 +idx: 107 entropy_left: 1.2339688836163196 entropy_right : 0.8203636429576732 -> 59 150 +idx: 109 entropy_left: 1.2424272282706346 entropy_right : 0.8390040613676977 -> 59 150 +idx: 110 entropy_left: 1.2342496730246095 entropy_right : 0.8112781244591328 -> 59 150 +idx: 113 entropy_left: 1.2411128360359944 entropy_right : 0.8418521897563207 -> 59 150 +idx: 114 entropy_left: 1.2346487866075766 entropy_right : 0.8112781244591328 -> 59 150 +idx: 117 entropy_left: 1.2362911655622766 entropy_right : 0.8453509366224365 -> 59 150 +idx: 118 entropy_left: 1.2312637634546426 entropy_right : 0.8112781244591328 -> 59 150 +idx: 120 entropy_left: 1.2304597034223903 entropy_right : 0.8366407419411673 -> 59 150 +idx: 122 entropy_left: 1.221694907636328 entropy_right : 0.74959525725948 -> 59 150 +idx: 127 entropy_left: 1.216582055353392 entropy_right : 0.828055725379504 -> 59 150 +idx: 130 entropy_left: 1.2078853229682496 entropy_right : 0.6098403047164004 -> 59 150 +idx: 132 entropy_left: 1.2056338170088083 entropy_right : 0.6500224216483541 -> 59 150 +idx: 133 entropy_left: 1.2029885192377856 entropy_right : 0.5225593745369408 -> 59 150 +idx: 134 entropy_left: 1.2017577888491018 entropy_right : 0.5435644431995964 -> 59 150 +idx: 135 entropy_left: 1.1992296370476179 entropy_right : 0.35335933502142136 -> 59 150 +idx: 137 entropy_left: 1.1966085324354425 entropy_right : 0.39124356362925566 -> 59 150 +idx: 138 entropy_left: 1.1944725384801118 entropy_right : 0 -> 59 150 +cut: 5.6 index: 61 +start: 59 cut: 61 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.167065448996099 ent1= 0 ent2= 1.1653351793699953 +ig= 0.027342031810059675 delta= 4.638665380896414 N 91 term 0.12231338985962735 +idx: 62 entropy_left: 0 entropy_right : 1.1687172769890006 -> 61 150 +idx: 68 entropy_left: 0.5916727785823275 entropy_right : 1.1573913563403753 -> 61 150 +idx: 69 entropy_left: 1.061278124459133 entropy_right : 1.109500797247481 -> 61 150 +idx: 70 entropy_left: 0.9864267287308424 entropy_right : 1.105866621101474 -> 61 150 +idx: 71 entropy_left: 1.1567796494470395 entropy_right : 1.1104593064416028 -> 61 150 +idx: 72 entropy_left: 1.3092966682370037 entropy_right : 1.0511407586429597 -> 61 150 +idx: 74 entropy_left: 1.198183947911799 entropy_right : 1.041722068095403 -> 61 150 +idx: 75 entropy_left: 1.287054028118727 entropy_right : 1.0462881865460743 -> 61 150 +idx: 76 entropy_left: 1.3709505944546687 entropy_right : 0.9568886656798212 -> 61 150 +idx: 77 entropy_left: 1.3294340029249652 entropy_right : 0.9505668528932196 -> 61 150 +idx: 78 entropy_left: 1.383099991189334 entropy_right : 0.9544340029249649 -> 61 150 +idx: 79 entropy_left: 1.3472230399326601 entropy_right : 0.9477073729342066 -> 61 150 +idx: 81 entropy_left: 1.4060075793123286 entropy_right : 0.9557589912150009 -> 61 150 +idx: 83 entropy_left: 1.3516871258043608 entropy_right : 0.9411864371816835 -> 61 150 +idx: 84 entropy_left: 1.370862465083061 entropy_right : 0.9456603046006402 -> 61 150 +idx: 87 entropy_left: 1.3001946428885267 entropy_right : 0.9182958340544896 -> 61 150 +idx: 88 entropy_left: 1.3195212983796363 entropy_right : 0.9235785996175947 -> 61 150 +idx: 89 entropy_left: 1.2987207862212027 entropy_right : 0.9127341558073343 -> 61 150 +idx: 91 entropy_left: 1.3248560371987566 entropy_right : 0.9238422284571814 -> 61 150 +idx: 95 entropy_left: 1.2576735962682495 entropy_right : 0.8698926856041563 -> 61 150 +idx: 97 entropy_left: 1.280672129520887 entropy_right : 0.8835850861052532 -> 61 150 +idx: 99 entropy_left: 1.252760079229674 entropy_right : 0.8478617451660526 -> 61 150 +idx: 101 entropy_left: 1.269433559880332 entropy_right : 0.863120568566631 -> 61 150 +idx: 102 entropy_left: 1.2576262380747258 entropy_right : 0.8426578772022391 -> 61 150 +idx: 104 entropy_left: 1.2682650449469532 entropy_right : 0.8589810370425963 -> 61 150 +idx: 105 entropy_left: 1.2582658857615794 entropy_right : 0.8366407419411673 -> 61 150 +idx: 106 entropy_left: 1.2621161952677336 entropy_right : 0.8453509366224365 -> 61 150 +idx: 107 entropy_left: 1.2528404674681515 entropy_right : 0.8203636429576732 -> 61 150 +idx: 109 entropy_left: 1.2583595230282398 entropy_right : 0.8390040613676977 -> 61 150 +idx: 110 entropy_left: 1.2504757050130606 entropy_right : 0.8112781244591328 -> 61 150 +idx: 113 entropy_left: 1.2534330706295986 entropy_right : 0.8418521897563207 -> 61 150 +idx: 114 entropy_left: 1.2473860973972197 entropy_right : 0.8112781244591328 -> 61 150 +idx: 117 entropy_left: 1.2456186709121666 entropy_right : 0.8453509366224365 -> 61 150 +idx: 118 entropy_left: 1.2410875386343703 entropy_right : 0.8112781244591328 -> 61 150 +idx: 120 entropy_left: 1.2382651015774901 entropy_right : 0.8366407419411673 -> 61 150 +idx: 122 entropy_left: 1.2304597034223903 entropy_right : 0.74959525725948 -> 61 150 +idx: 127 entropy_left: 1.2211369508106262 entropy_right : 0.828055725379504 -> 61 150 +idx: 130 entropy_left: 1.213906716130705 entropy_right : 0.6098403047164004 -> 61 150 +idx: 132 entropy_left: 1.2102772503893786 entropy_right : 0.6500224216483541 -> 61 150 +idx: 133 entropy_left: 1.2080704223069119 entropy_right : 0.5225593745369408 -> 61 150 +idx: 134 entropy_left: 1.206198549451098 entropy_right : 0.5435644431995964 -> 61 150 +idx: 135 entropy_left: 1.2040872420186723 entropy_right : 0.35335933502142136 -> 61 150 +idx: 137 entropy_left: 1.2002701176230874 entropy_right : 0.39124356362925566 -> 61 150 +idx: 138 entropy_left: 1.198547104867554 entropy_right : 0 -> 61 150 +cut: 5.6 index: 62 +start: 61 cut: 62 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1653351793699953 ent1= 0 ent2= 1.1687172769890006 +ig= 0.009749557178623913 delta= 4.65400248263174 N 89 term 0.1248700460816746 +idx: 68 entropy_left: 0 entropy_right : 1.1573913563403753 -> 62 150 +idx: 69 entropy_left: 0.5916727785823275 entropy_right : 1.109500797247481 -> 62 150 +idx: 70 entropy_left: 0.5435644431995964 entropy_right : 1.105866621101474 -> 62 150 +idx: 71 entropy_left: 0.9864267287308424 entropy_right : 1.1104593064416028 -> 62 150 +idx: 72 entropy_left: 1.1567796494470395 entropy_right : 1.0511407586429597 -> 62 150 +idx: 74 entropy_left: 1.0408520829727552 entropy_right : 1.041722068095403 -> 62 150 +idx: 75 entropy_left: 1.198183947911799 entropy_right : 1.0462881865460743 -> 62 150 +idx: 76 entropy_left: 1.287054028118727 entropy_right : 0.9568886656798212 -> 62 150 +idx: 77 entropy_left: 1.2419460322060458 entropy_right : 0.9505668528932196 -> 62 150 +idx: 78 entropy_left: 1.3294340029249652 entropy_right : 0.9544340029249649 -> 62 150 +idx: 79 entropy_left: 1.289608558348151 entropy_right : 0.9477073729342066 -> 62 150 +idx: 81 entropy_left: 1.383807735464083 entropy_right : 0.9557589912150009 -> 62 150 +idx: 83 entropy_left: 1.322305788853309 entropy_right : 0.9411864371816835 -> 62 150 +idx: 84 entropy_left: 1.3516871258043608 entropy_right : 0.9456603046006402 -> 62 150 +idx: 87 entropy_left: 1.2732696895151085 entropy_right : 0.9182958340544896 -> 62 150 +idx: 88 entropy_left: 1.3001946428885267 entropy_right : 0.9235785996175947 -> 62 150 +idx: 89 entropy_left: 1.2773600852070808 entropy_right : 0.9127341558073343 -> 62 150 +idx: 91 entropy_left: 1.3141506221482602 entropy_right : 0.9238422284571814 -> 62 150 +idx: 95 entropy_left: 1.2406705316766886 entropy_right : 0.8698926856041563 -> 62 150 +idx: 97 entropy_left: 1.2707886973584608 entropy_right : 0.8835850861052532 -> 62 150 +idx: 99 entropy_left: 1.2405193035617867 entropy_right : 0.8478617451660526 -> 62 150 +idx: 101 entropy_left: 1.2622604540594544 entropy_right : 0.863120568566631 -> 62 150 +idx: 102 entropy_left: 1.249435498504727 entropy_right : 0.8426578772022391 -> 62 150 +idx: 104 entropy_left: 1.2638091738835462 entropy_right : 0.8589810370425963 -> 62 150 +idx: 105 entropy_left: 1.2529007737565314 entropy_right : 0.8366407419411673 -> 62 150 +idx: 106 entropy_left: 1.2582658857615794 entropy_right : 0.8453509366224365 -> 62 150 +idx: 107 entropy_left: 1.2481570924667444 entropy_right : 0.8203636429576732 -> 62 150 +idx: 109 entropy_left: 1.2561852304054355 entropy_right : 0.8390040613676977 -> 62 150 +idx: 110 entropy_left: 1.2475562489182657 entropy_right : 0.8112781244591328 -> 62 150 +idx: 113 entropy_left: 1.2532975784630431 entropy_right : 0.8418521897563207 -> 62 150 +idx: 114 entropy_left: 1.2466033489462778 entropy_right : 0.8112781244591328 -> 62 150 +idx: 117 entropy_left: 1.2468156164867663 entropy_right : 0.8453509366224365 -> 62 150 +idx: 118 entropy_left: 1.2417221295902683 entropy_right : 0.8112781244591328 -> 62 150 +idx: 120 entropy_left: 1.2399160118080643 entropy_right : 0.8366407419411673 -> 62 150 +idx: 122 entropy_left: 1.2311171656781021 entropy_right : 0.74959525725948 -> 62 150 +idx: 127 entropy_left: 1.223674601549228 entropy_right : 0.828055725379504 -> 62 150 +idx: 130 entropy_left: 1.2152759335052197 entropy_right : 0.6098403047164004 -> 62 150 +idx: 132 entropy_left: 1.212231159180624 entropy_right : 0.6500224216483541 -> 62 150 +idx: 133 entropy_left: 1.2096795274755798 entropy_right : 0.5225593745369408 -> 62 150 +idx: 134 entropy_left: 1.2080704223069119 entropy_right : 0.5435644431995964 -> 62 150 +idx: 135 entropy_left: 1.2056338170088083 entropy_right : 0.35335933502142136 -> 62 150 +idx: 137 entropy_left: 1.2022921890824148 entropy_right : 0.39124356362925566 -> 62 150 +idx: 138 entropy_left: 1.2002701176230874 entropy_right : 0 -> 62 150 +cut: 5.7 index: 68 +start: 62 cut: 68 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1687172769890006 ent1= 0 ent2= 1.1573913563403753 +ig= 0.09023896767183293 delta= 4.609878427828848 N 88 term 0.12560024913269974 +idx: 69 entropy_left: 0 entropy_right : 1.109500797247481 -> 68 150 +idx: 70 entropy_left: 1.0 entropy_right : 1.105866621101474 -> 68 150 +idx: 71 entropy_left: 1.584962500721156 entropy_right : 1.1104593064416028 -> 68 150 +idx: 72 entropy_left: 1.5 entropy_right : 1.0511407586429597 -> 68 150 +idx: 74 entropy_left: 1.4591479170272448 entropy_right : 1.041722068095403 -> 68 150 +idx: 75 entropy_left: 1.5566567074628228 entropy_right : 1.0462881865460743 -> 68 150 +idx: 76 entropy_left: 1.5612781244591327 entropy_right : 0.9568886656798212 -> 68 150 +idx: 77 entropy_left: 1.5304930567574824 entropy_right : 0.9505668528932196 -> 68 150 +idx: 78 entropy_left: 1.5709505944546684 entropy_right : 0.9544340029249649 -> 68 150 +idx: 79 entropy_left: 1.5394847569315018 entropy_right : 0.9477073729342066 -> 68 150 +idx: 81 entropy_left: 1.5485806065228545 entropy_right : 0.9557589912150009 -> 68 150 +idx: 83 entropy_left: 1.5058231002082845 entropy_right : 0.9411864371816835 -> 68 150 +idx: 84 entropy_left: 1.5052408149441479 entropy_right : 0.9456603046006402 -> 68 150 +idx: 87 entropy_left: 1.432983121056005 entropy_right : 0.9182958340544896 -> 68 150 +idx: 88 entropy_left: 1.4406454496153462 entropy_right : 0.9235785996175947 -> 68 150 +idx: 89 entropy_left: 1.4180260055608096 entropy_right : 0.9127341558073343 -> 68 150 +idx: 91 entropy_left: 1.4219115073546411 entropy_right : 0.9238422284571814 -> 68 150 +idx: 95 entropy_left: 1.3516441151533924 entropy_right : 0.8698926856041563 -> 68 150 +idx: 97 entropy_left: 1.3610156764620025 entropy_right : 0.8835850861052532 -> 68 150 +idx: 99 entropy_left: 1.3317607101149556 entropy_right : 0.8478617451660526 -> 68 150 +idx: 101 entropy_left: 1.336894963623501 entropy_right : 0.863120568566631 -> 68 150 +idx: 102 entropy_left: 1.3251318452515368 entropy_right : 0.8426578772022391 -> 68 150 +idx: 104 entropy_left: 1.3250112108241772 entropy_right : 0.8589810370425963 -> 68 150 +idx: 105 entropy_left: 1.315700144231129 entropy_right : 0.8366407419411673 -> 68 150 +idx: 106 entropy_left: 1.3146246119280174 entropy_right : 0.8453509366224365 -> 68 150 +idx: 107 entropy_left: 1.3060830034799225 entropy_right : 0.8203636429576732 -> 68 150 +idx: 109 entropy_left: 1.3026227503285146 entropy_right : 0.8390040613676977 -> 68 150 +idx: 110 entropy_left: 1.2958363892911637 entropy_right : 0.8112781244591328 -> 68 150 +idx: 113 entropy_left: 1.2866926683547546 entropy_right : 0.8418521897563207 -> 68 150 +idx: 114 entropy_left: 1.2822348040887959 entropy_right : 0.8112781244591328 -> 68 150 +idx: 117 entropy_left: 1.2697816169827234 entropy_right : 0.8453509366224365 -> 68 150 +idx: 118 entropy_left: 1.2671379395990745 entropy_right : 0.8112781244591328 -> 68 150 +idx: 120 entropy_left: 1.2579734650037238 entropy_right : 0.8366407419411673 -> 68 150 +idx: 122 entropy_left: 1.2537259296042096 entropy_right : 0.74959525725948 -> 68 150 +idx: 127 entropy_left: 1.2312637634546426 entropy_right : 0.828055725379504 -> 68 150 +idx: 130 entropy_left: 1.22934290810027 entropy_right : 0.6098403047164004 -> 68 150 +idx: 132 entropy_left: 1.2214713865842914 entropy_right : 0.6500224216483541 -> 68 150 +idx: 133 entropy_left: 1.2208087007255004 entropy_right : 0.5225593745369408 -> 68 150 +idx: 134 entropy_left: 1.2169687714285353 entropy_right : 0.5435644431995964 -> 68 150 +idx: 135 entropy_left: 1.216307966981197 entropy_right : 0.35335933502142136 -> 68 150 +idx: 137 entropy_left: 1.2088301752949477 entropy_right : 0.39124356362925566 -> 68 150 +idx: 138 entropy_left: 1.208536257286683 entropy_right : 0 -> 68 150 +cut: 5.7 index: 69 +start: 68 cut: 69 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1573913563403753 ent1= 0 ent2= 1.109500797247481 +ig= 0.061421056620302616 delta= 4.500184512496042 N 82 term 0.13219554287049595 +idx: 70 entropy_left: 0 entropy_right : 1.105866621101474 -> 69 150 +idx: 71 entropy_left: 1.0 entropy_right : 1.1104593064416028 -> 69 150 +idx: 72 entropy_left: 1.584962500721156 entropy_right : 1.0511407586429597 -> 69 150 +idx: 74 entropy_left: 1.3709505944546687 entropy_right : 1.041722068095403 -> 69 150 +idx: 75 entropy_left: 1.4591479170272446 entropy_right : 1.0462881865460743 -> 69 150 +idx: 76 entropy_left: 1.5566567074628228 entropy_right : 0.9568886656798212 -> 69 150 +idx: 77 entropy_left: 1.5 entropy_right : 0.9505668528932196 -> 69 150 +idx: 78 entropy_left: 1.5304930567574826 entropy_right : 0.9544340029249649 -> 69 150 +idx: 79 entropy_left: 1.4854752972273344 entropy_right : 0.9477073729342066 -> 69 150 +idx: 81 entropy_left: 1.4833557549816874 entropy_right : 0.9557589912150009 -> 69 150 +idx: 83 entropy_left: 1.4315602842833155 entropy_right : 0.9411864371816835 -> 69 150 +idx: 84 entropy_left: 1.4294732983598406 entropy_right : 0.9456603046006402 -> 69 150 +idx: 87 entropy_left: 1.3516441151533924 entropy_right : 0.9182958340544896 -> 69 150 +idx: 88 entropy_left: 1.3599924922184878 entropy_right : 0.9235785996175947 -> 69 150 +idx: 89 entropy_left: 1.3366664819166876 entropy_right : 0.9127341558073343 -> 69 150 +idx: 91 entropy_left: 1.342019217819521 entropy_right : 0.9238422284571814 -> 69 150 +idx: 95 entropy_left: 1.2722595663292235 entropy_right : 0.8698926856041563 -> 69 150 +idx: 97 entropy_left: 1.2838868242312453 entropy_right : 0.8835850861052532 -> 69 150 +idx: 99 entropy_left: 1.2555367253996503 entropy_right : 0.8478617451660526 -> 69 150 +idx: 101 entropy_left: 1.2627317300909384 entropy_right : 0.863120568566631 -> 69 150 +idx: 102 entropy_left: 1.251534532637368 entropy_right : 0.8426578772022391 -> 69 150 +idx: 104 entropy_left: 1.2532256180852694 entropy_right : 0.8589810370425963 -> 69 150 +idx: 105 entropy_left: 1.2445366211768707 entropy_right : 0.8366407419411673 -> 69 150 +idx: 106 entropy_left: 1.2443013992660277 entropy_right : 0.8453509366224365 -> 69 150 +idx: 107 entropy_left: 1.2363864108712896 entropy_right : 0.8203636429576732 -> 69 150 +idx: 109 entropy_left: 1.2344977967946407 entropy_right : 0.8390040613676977 -> 69 150 +idx: 110 entropy_left: 1.2283491776835573 entropy_right : 0.8112781244591328 -> 69 150 +idx: 113 entropy_left: 1.2213104423484806 entropy_right : 0.8418521897563207 -> 69 150 +idx: 114 entropy_left: 1.2174939521435744 entropy_right : 0.8112781244591328 -> 69 150 +idx: 117 entropy_left: 1.206908425151817 entropy_right : 0.8453509366224365 -> 69 150 +idx: 118 entropy_left: 1.2048930072454316 entropy_right : 0.8112781244591328 -> 69 150 +idx: 120 entropy_left: 1.1968693094032665 entropy_right : 0.8366407419411673 -> 69 150 +idx: 122 entropy_left: 1.193810314637982 entropy_right : 0.74959525725948 -> 69 150 +idx: 127 entropy_left: 1.1739035750178954 entropy_right : 0.828055725379504 -> 69 150 +idx: 130 entropy_left: 1.1735894123234432 entropy_right : 0.6098403047164004 -> 69 150 +idx: 132 entropy_left: 1.1666300226040138 entropy_right : 0.6500224216483541 -> 69 150 +idx: 133 entropy_left: 1.1664616437886164 entropy_right : 0.5225593745369408 -> 69 150 +idx: 134 entropy_left: 1.16305726747136 entropy_right : 0.5435644431995964 -> 69 150 +idx: 135 entropy_left: 1.1628720819225884 entropy_right : 0.35335933502142136 -> 69 150 +idx: 137 entropy_left: 1.1562272836006513 entropy_right : 0.39124356362925566 -> 69 150 +idx: 138 entropy_left: 1.1563884325185114 entropy_right : 0 -> 69 150 +cut: 5.7 index: 70 +start: 69 cut: 70 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.109500797247481 ent1= 0 ent2= 1.105866621101474 +ig= 0.017286850480593197 delta= 4.632953661336703 N 81 term 0.135245453780544 +idx: 71 entropy_left: 0 entropy_right : 1.1104593064416028 -> 70 150 +idx: 72 entropy_left: 1.0 entropy_right : 1.0511407586429597 -> 70 150 +idx: 74 entropy_left: 1.5 entropy_right : 1.041722068095403 -> 70 150 +idx: 75 entropy_left: 1.5219280948873621 entropy_right : 1.0462881865460743 -> 70 150 +idx: 76 entropy_left: 1.584962500721156 entropy_right : 0.9568886656798212 -> 70 150 +idx: 77 entropy_left: 1.5566567074628228 entropy_right : 0.9505668528932196 -> 70 150 +idx: 78 entropy_left: 1.5612781244591325 entropy_right : 0.9544340029249649 -> 70 150 +idx: 79 entropy_left: 1.5304930567574826 entropy_right : 0.9477073729342066 -> 70 150 +idx: 81 entropy_left: 1.4949188482339508 entropy_right : 0.9557589912150009 -> 70 150 +idx: 83 entropy_left: 1.4604846813131114 entropy_right : 0.9411864371816835 -> 70 150 +idx: 84 entropy_left: 1.4488156357251847 entropy_right : 0.9456603046006402 -> 70 150 +idx: 87 entropy_left: 1.3792804872910602 entropy_right : 0.9182958340544896 -> 70 150 +idx: 88 entropy_left: 1.3821022532543101 entropy_right : 0.9235785996175947 -> 70 150 +idx: 89 entropy_left: 1.3599924922184878 entropy_right : 0.9127341558073343 -> 70 150 +idx: 91 entropy_left: 1.3566695198333112 entropy_right : 0.9238422284571814 -> 70 150 +idx: 95 entropy_left: 1.290564432903234 entropy_right : 0.8698926856041563 -> 70 150 +idx: 97 entropy_left: 1.2972313275776637 entropy_right : 0.8835850861052532 -> 70 150 +idx: 99 entropy_left: 1.2699207259892868 entropy_right : 0.8478617451660526 -> 70 150 +idx: 101 entropy_left: 1.2733667511664173 entropy_right : 0.863120568566631 -> 70 150 +idx: 102 entropy_left: 1.2627317300909384 entropy_right : 0.8426578772022391 -> 70 150 +idx: 104 entropy_left: 1.2612796872684706 entropy_right : 0.8589810370425963 -> 70 150 +idx: 105 entropy_left: 1.2532256180852694 entropy_right : 0.8366407419411673 -> 70 150 +idx: 106 entropy_left: 1.2516291673878228 entropy_right : 0.8453509366224365 -> 70 150 +idx: 107 entropy_left: 1.2443013992660277 entropy_right : 0.8203636429576732 -> 70 150 +idx: 109 entropy_left: 1.2400362501086653 entropy_right : 0.8390040613676977 -> 70 150 +idx: 110 entropy_left: 1.2344977967946407 entropy_right : 0.8112781244591328 -> 70 150 +idx: 113 entropy_left: 1.2244687599090465 entropy_right : 0.8418521897563207 -> 70 150 +idx: 114 entropy_left: 1.2213104423484806 entropy_right : 0.8112781244591328 -> 70 150 +idx: 117 entropy_left: 1.2082534070890902 entropy_right : 0.8453509366224365 -> 70 150 +idx: 118 entropy_left: 1.206908425151817 entropy_right : 0.8112781244591328 -> 70 150 +idx: 120 entropy_left: 1.1974776241409462 entropy_right : 0.8366407419411673 -> 70 150 +idx: 122 entropy_left: 1.1956217818146277 entropy_right : 0.74959525725948 -> 70 150 +idx: 127 entropy_left: 1.172904301194551 entropy_right : 0.828055725379504 -> 70 150 +idx: 130 entropy_left: 1.174189792601739 entropy_right : 0.6098403047164004 -> 70 150 +idx: 132 entropy_left: 1.1663419797861878 entropy_right : 0.6500224216483541 -> 70 150 +idx: 133 entropy_left: 1.1666300226040138 entropy_right : 0.5225593745369408 -> 70 150 +idx: 134 entropy_left: 1.1628175871855553 entropy_right : 0.5435644431995964 -> 70 150 +idx: 135 entropy_left: 1.16305726747136 entropy_right : 0.35335933502142136 -> 70 150 +idx: 137 entropy_left: 1.1556601022395212 entropy_right : 0.39124356362925566 -> 70 150 +idx: 138 entropy_left: 1.1562272836006513 entropy_right : 0 -> 70 150 +cut: 5.7 index: 71 +start: 70 cut: 71 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.105866621101474 ent1= 0 ent2= 1.1104593064416028 +ig= 0.009288055990391175 delta= 4.65763424579511 N 80 term 0.13701768742465267 +idx: 72 entropy_left: 0 entropy_right : 1.0511407586429597 -> 71 150 +idx: 74 entropy_left: 0.9182958340544896 entropy_right : 1.041722068095403 -> 71 150 +idx: 75 entropy_left: 1.5 entropy_right : 1.0462881865460743 -> 71 150 +idx: 76 entropy_left: 1.5219280948873621 entropy_right : 0.9568886656798212 -> 71 150 +idx: 77 entropy_left: 1.4591479170272448 entropy_right : 0.9505668528932196 -> 71 150 +idx: 78 entropy_left: 1.5566567074628228 entropy_right : 0.9544340029249649 -> 71 150 +idx: 79 entropy_left: 1.5 entropy_right : 0.9477073729342066 -> 71 150 +idx: 81 entropy_left: 1.5219280948873621 entropy_right : 0.9557589912150009 -> 71 150 +idx: 83 entropy_left: 1.4591479170272446 entropy_right : 0.9411864371816835 -> 71 150 +idx: 84 entropy_left: 1.4604846813131114 entropy_right : 0.9456603046006402 -> 71 150 +idx: 87 entropy_left: 1.3663146570363986 entropy_right : 0.9182958340544896 -> 71 150 +idx: 88 entropy_left: 1.3792804872910602 entropy_right : 0.9235785996175947 -> 71 150 +idx: 89 entropy_left: 1.3516441151533924 entropy_right : 0.9127341558073343 -> 71 150 +idx: 91 entropy_left: 1.360964047443681 entropy_right : 0.9238422284571814 -> 71 150 +idx: 95 entropy_left: 1.280672129520887 entropy_right : 0.8698926856041563 -> 71 150 +idx: 97 entropy_left: 1.2957378005380122 entropy_right : 0.8835850861052532 -> 71 150 +idx: 99 entropy_left: 1.2638091738835462 entropy_right : 0.8478617451660526 -> 71 150 +idx: 101 entropy_left: 1.272905595320056 entropy_right : 0.863120568566631 -> 71 150 +idx: 102 entropy_left: 1.2604408810349512 entropy_right : 0.8426578772022391 -> 71 150 +idx: 104 entropy_left: 1.2628839008717194 entropy_right : 0.8589810370425963 -> 71 150 +idx: 105 entropy_left: 1.2532975784630431 entropy_right : 0.8366407419411673 -> 71 150 +idx: 106 entropy_left: 1.2532256180852694 entropy_right : 0.8453509366224365 -> 71 150 +idx: 107 entropy_left: 1.2445366211768707 entropy_right : 0.8203636429576732 -> 71 150 +idx: 109 entropy_left: 1.2427303803729566 entropy_right : 0.8390040613676977 -> 71 150 +idx: 110 entropy_left: 1.236032213759607 entropy_right : 0.8112781244591328 -> 71 150 +idx: 113 entropy_left: 1.2285763800288914 entropy_right : 0.8418521897563207 -> 71 150 +idx: 114 entropy_left: 1.2244687599090465 entropy_right : 0.8112781244591328 -> 71 150 +idx: 117 entropy_left: 1.2131143284990724 entropy_right : 0.8453509366224365 -> 71 150 +idx: 118 entropy_left: 1.2109841580748322 entropy_right : 0.8112781244591328 -> 71 150 +idx: 120 entropy_left: 1.2023853470868684 entropy_right : 0.8366407419411673 -> 71 150 +idx: 122 entropy_left: 1.1991801505660864 entropy_right : 0.74959525725948 -> 71 150 +idx: 127 entropy_left: 1.1779653169582593 entropy_right : 0.828055725379504 -> 71 150 +idx: 130 entropy_left: 1.1777501607742278 entropy_right : 0.6098403047164004 -> 71 150 +idx: 132 entropy_left: 1.170377295621679 entropy_right : 0.6500224216483541 -> 71 150 +idx: 133 entropy_left: 1.1702295713931186 entropy_right : 0.5225593745369408 -> 71 150 +idx: 134 entropy_left: 1.1666300226040138 entropy_right : 0.5435644431995964 -> 71 150 +idx: 135 entropy_left: 1.1664616437886164 entropy_right : 0.35335933502142136 -> 71 150 +idx: 137 entropy_left: 1.1594493549376441 entropy_right : 0.39124356362925566 -> 71 150 +idx: 138 entropy_left: 1.159647049243901 entropy_right : 0 -> 71 150 +cut: 5.7 index: 72 +start: 71 cut: 72 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1104593064416028 ent1= 0 ent2= 1.0511407586429597 +ig= 0.07262412702197163 delta= 4.465900546378795 N 79 term 0.1360924400663423 +idx: 74 entropy_left: 0 entropy_right : 1.041722068095403 -> 72 150 +idx: 75 entropy_left: 0.9182958340544896 entropy_right : 1.0462881865460743 -> 72 150 +idx: 76 entropy_left: 1.5 entropy_right : 0.9568886656798212 -> 72 150 +idx: 77 entropy_left: 1.3709505944546687 entropy_right : 0.9505668528932196 -> 72 150 +idx: 78 entropy_left: 1.4591479170272446 entropy_right : 0.9544340029249649 -> 72 150 +idx: 79 entropy_left: 1.3787834934861758 entropy_right : 0.9477073729342066 -> 72 150 +idx: 81 entropy_left: 1.3921472236645345 entropy_right : 0.9557589912150009 -> 72 150 +idx: 83 entropy_left: 1.3221793455166668 entropy_right : 0.9411864371816835 -> 72 150 +idx: 84 entropy_left: 1.3250112108241772 entropy_right : 0.9456603046006402 -> 72 150 +idx: 87 entropy_left: 1.2309595631140104 entropy_right : 0.9182958340544896 -> 72 150 +idx: 88 entropy_left: 1.2475562489182657 entropy_right : 0.9235785996175947 -> 72 150 +idx: 89 entropy_left: 1.2210477851797181 entropy_right : 0.9127341558073343 -> 72 150 +idx: 91 entropy_left: 1.2363864108712896 entropy_right : 0.9238422284571814 -> 72 150 +idx: 95 entropy_left: 1.1625633078480364 entropy_right : 0.8698926856041563 -> 72 150 +idx: 97 entropy_left: 1.1829661954675212 entropy_right : 0.8835850861052532 -> 72 150 +idx: 99 entropy_left: 1.154173392945927 entropy_right : 0.8478617451660526 -> 72 150 +idx: 101 entropy_left: 1.1676516844843352 entropy_right : 0.863120568566631 -> 72 150 +idx: 102 entropy_left: 1.1566766519448637 entropy_right : 0.8426578772022391 -> 72 150 +idx: 104 entropy_left: 1.1628175871855553 entropy_right : 0.8589810370425963 -> 72 150 +idx: 105 entropy_left: 1.154648091032148 entropy_right : 0.8366407419411673 -> 72 150 +idx: 106 entropy_left: 1.1562272836006513 entropy_right : 0.8453509366224365 -> 72 150 +idx: 107 entropy_left: 1.148883540100512 entropy_right : 0.8203636429576732 -> 72 150 +idx: 109 entropy_left: 1.1500617154483042 entropy_right : 0.8390040613676977 -> 72 150 +idx: 110 entropy_left: 1.14462671873298 entropy_right : 0.8112781244591328 -> 72 150 +idx: 113 entropy_left: 1.1410367900938279 entropy_right : 0.8418521897563207 -> 72 150 +idx: 114 entropy_left: 1.1380977138239694 entropy_right : 0.8112781244591328 -> 72 150 +idx: 117 entropy_left: 1.1300621881593356 entropy_right : 0.8453509366224365 -> 72 150 +idx: 118 entropy_left: 1.1290093343324077 entropy_right : 0.8112781244591328 -> 72 150 +idx: 120 entropy_left: 1.1223812433380593 entropy_right : 0.8366407419411673 -> 72 150 +idx: 122 entropy_left: 1.1211460945412073 entropy_right : 0.74959525725948 -> 72 150 +idx: 127 entropy_left: 1.104163024696236 entropy_right : 0.828055725379504 -> 72 150 +idx: 130 entropy_left: 1.106452022253965 entropy_right : 0.6098403047164004 -> 72 150 +idx: 132 entropy_left: 1.1005245529682912 entropy_right : 0.6500224216483541 -> 72 150 +idx: 133 entropy_left: 1.1011317995692322 entropy_right : 0.5225593745369408 -> 72 150 +idx: 134 entropy_left: 1.0982133465732966 entropy_right : 0.5435644431995964 -> 72 150 +idx: 135 entropy_left: 1.0987647679835901 entropy_right : 0.35335933502142136 -> 72 150 +idx: 137 entropy_left: 1.093039283001171 entropy_right : 0.39124356362925566 -> 72 150 +idx: 138 entropy_left: 1.093914976004978 entropy_right : 0 -> 72 150 +cut: 5.8 index: 74 +start: 72 cut: 74 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.0511407586429597 ent1= 0 ent2= 1.041722068095403 +ig= 0.03612951280641341 delta= 4.615600118132054 N 78 term 0.13951777767726867 +idx: 75 entropy_left: 0 entropy_right : 1.0462881865460743 -> 74 150 +idx: 76 entropy_left: 1.0 entropy_right : 0.9568886656798212 -> 74 150 +idx: 77 entropy_left: 1.584962500721156 entropy_right : 0.9505668528932196 -> 74 150 +idx: 78 entropy_left: 1.5 entropy_right : 0.9544340029249649 -> 74 150 +idx: 79 entropy_left: 1.5219280948873621 entropy_right : 0.9477073729342066 -> 74 150 +idx: 81 entropy_left: 1.3787834934861756 entropy_right : 0.9557589912150009 -> 74 150 +idx: 83 entropy_left: 1.3921472236645345 entropy_right : 0.9411864371816835 -> 74 150 +idx: 84 entropy_left: 1.360964047443681 entropy_right : 0.9456603046006402 -> 74 150 +idx: 87 entropy_left: 1.2957378005380122 entropy_right : 0.9182958340544896 -> 74 150 +idx: 88 entropy_left: 1.2958363892911637 entropy_right : 0.9235785996175947 -> 74 150 +idx: 89 entropy_left: 1.272905595320056 entropy_right : 0.9127341558073343 -> 74 150 +idx: 91 entropy_left: 1.2639334294856335 entropy_right : 0.9238422284571814 -> 74 150 +idx: 95 entropy_left: 1.2009102795095283 entropy_right : 0.8698926856041563 -> 74 150 +idx: 97 entropy_left: 1.2088301752949477 entropy_right : 0.8835850861052532 -> 74 150 +idx: 99 entropy_left: 1.1829661954675212 entropy_right : 0.8478617451660526 -> 74 150 +idx: 101 entropy_left: 1.1873868015167897 entropy_right : 0.863120568566631 -> 74 150 +idx: 102 entropy_left: 1.1779653169582593 entropy_right : 0.8426578772022391 -> 74 150 +idx: 104 entropy_left: 1.1766796675107107 entropy_right : 0.8589810370425963 -> 74 150 +idx: 105 entropy_left: 1.1702295713931186 entropy_right : 0.8366407419411673 -> 74 150 +idx: 106 entropy_left: 1.168645033308507 entropy_right : 0.8453509366224365 -> 74 150 +idx: 107 entropy_left: 1.1628720819225884 entropy_right : 0.8203636429576732 -> 74 150 +idx: 109 entropy_left: 1.1586048283017796 entropy_right : 0.8390040613676977 -> 74 150 +idx: 110 entropy_left: 1.1547717145751626 entropy_right : 0.8112781244591328 -> 74 150 +idx: 113 entropy_left: 1.1444480669722774 entropy_right : 0.8418521897563207 -> 74 150 +idx: 114 entropy_left: 1.143198478557978 entropy_right : 0.8112781244591328 -> 74 150 +idx: 117 entropy_left: 1.1296938769174603 entropy_right : 0.8453509366224365 -> 74 150 +idx: 118 entropy_left: 1.1303296439314212 entropy_right : 0.8112781244591328 -> 74 150 +idx: 120 entropy_left: 1.1206278986197225 entropy_right : 0.8366407419411673 -> 74 150 +idx: 122 entropy_left: 1.1223812433380593 entropy_right : 0.74959525725948 -> 74 150 +idx: 127 entropy_left: 1.0993503889353484 entropy_right : 0.828055725379504 -> 74 150 +idx: 130 entropy_left: 1.1055134468321814 entropy_right : 0.6098403047164004 -> 74 150 +idx: 132 entropy_left: 1.097698154707432 entropy_right : 0.6500224216483541 -> 74 150 +idx: 133 entropy_left: 1.0993984278081397 entropy_right : 0.5225593745369408 -> 74 150 +idx: 134 entropy_left: 1.0956166187668959 entropy_right : 0.5435644431995964 -> 74 150 +idx: 135 entropy_left: 1.0971804769523517 entropy_right : 0.35335933502142136 -> 74 150 +idx: 137 entropy_left: 1.0898693179207501 entropy_right : 0.39124356362925566 -> 74 150 +idx: 138 entropy_left: 1.0917055717080197 entropy_right : 0 -> 74 150 +cut: 5.8 index: 75 +start: 74 cut: 75 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.041722068095403 ent1= 0 ent2= 1.0462881865460743 +ig= 0.00920083137230332 delta= 4.657554545126739 N 76 term 0.1432417531002976 +idx: 76 entropy_left: 0 entropy_right : 0.9568886656798212 -> 75 150 +idx: 77 entropy_left: 1.0 entropy_right : 0.9505668528932196 -> 75 150 +idx: 78 entropy_left: 1.584962500721156 entropy_right : 0.9544340029249649 -> 75 150 +idx: 79 entropy_left: 1.5 entropy_right : 0.9477073729342066 -> 75 150 +idx: 81 entropy_left: 1.4591479170272448 entropy_right : 0.9557589912150009 -> 75 150 +idx: 83 entropy_left: 1.4056390622295662 entropy_right : 0.9411864371816835 -> 75 150 +idx: 84 entropy_left: 1.3921472236645345 entropy_right : 0.9456603046006402 -> 75 150 +idx: 87 entropy_left: 1.280672129520887 entropy_right : 0.9182958340544896 -> 75 150 +idx: 88 entropy_left: 1.2957378005380122 entropy_right : 0.9235785996175947 -> 75 150 +idx: 89 entropy_left: 1.2638091738835462 entropy_right : 0.9127341558073343 -> 75 150 +idx: 91 entropy_left: 1.271782221599798 entropy_right : 0.9238422284571814 -> 75 150 +idx: 95 entropy_left: 1.1883763717345075 entropy_right : 0.8698926856041563 -> 75 150 +idx: 97 entropy_left: 1.2072100267448116 entropy_right : 0.8835850861052532 -> 75 150 +idx: 99 entropy_left: 1.1752835873133534 entropy_right : 0.8478617451660526 -> 75 150 +idx: 101 entropy_left: 1.1867198445327565 entropy_right : 0.863120568566631 -> 75 150 +idx: 102 entropy_left: 1.1749946599731707 entropy_right : 0.8426578772022391 -> 75 150 +idx: 104 entropy_left: 1.1783577099564695 entropy_right : 0.8589810370425963 -> 75 150 +idx: 105 entropy_left: 1.1700333844140454 entropy_right : 0.8366407419411673 -> 75 150 +idx: 106 entropy_left: 1.1702295713931186 entropy_right : 0.8453509366224365 -> 75 150 +idx: 107 entropy_left: 1.1628175871855553 entropy_right : 0.8203636429576732 -> 75 150 +idx: 109 entropy_left: 1.1613784794486992 entropy_right : 0.8390040613676977 -> 75 150 +idx: 110 entropy_left: 1.1561787304889202 entropy_right : 0.8112781244591328 -> 75 150 +idx: 113 entropy_left: 1.1487361244596448 entropy_right : 0.8418521897563207 -> 75 150 +idx: 114 entropy_left: 1.1463959237120882 entropy_right : 0.8112781244591328 -> 75 150 +idx: 117 entropy_left: 1.1347431759823636 entropy_right : 0.8453509366224365 -> 75 150 +idx: 118 entropy_left: 1.1344959754516843 entropy_right : 0.8112781244591328 -> 75 150 +idx: 120 entropy_left: 1.1256828315506748 entropy_right : 0.8366407419411673 -> 75 150 +idx: 122 entropy_left: 1.1259378808834186 entropy_right : 0.74959525725948 -> 75 150 +idx: 127 entropy_left: 1.1044984783580127 entropy_right : 0.828055725379504 -> 75 150 +idx: 130 entropy_left: 1.1090351025597922 entropy_right : 0.6098403047164004 -> 75 150 +idx: 132 entropy_left: 1.1017235165092814 entropy_right : 0.6500224216483541 -> 75 150 +idx: 133 entropy_left: 1.1029548176506492 entropy_right : 0.5225593745369408 -> 75 150 +idx: 134 entropy_left: 1.0993984278081397 entropy_right : 0.5435644431995964 -> 75 150 +idx: 135 entropy_left: 1.1005245529682912 entropy_right : 0.35335933502142136 -> 75 150 +idx: 137 entropy_left: 1.093620517468727 entropy_right : 0.39124356362925566 -> 75 150 +idx: 138 entropy_left: 1.0950628692122266 entropy_right : 0 -> 75 150 +cut: 5.8 index: 76 +start: 75 cut: 76 end: 150 +k= 3 k1= 1 k2= 2 ent= 1.0462881865460743 ent1= 0 ent2= 0.9568886656798212 +ig= 0.10215803640865062 delta= 3.418768961496144 N 75 term 0.12837629769500125 +idx: 77 entropy_left: 0 entropy_right : 0.9505668528932196 -> 76 150 +idx: 78 entropy_left: 1.0 entropy_right : 0.9544340029249649 -> 76 150 +idx: 79 entropy_left: 0.9182958340544896 entropy_right : 0.9477073729342066 -> 76 150 +idx: 81 entropy_left: 0.9709505944546686 entropy_right : 0.9557589912150009 -> 76 150 +idx: 83 entropy_left: 0.9852281360342516 entropy_right : 0.9411864371816835 -> 76 150 +idx: 84 entropy_left: 1.0 entropy_right : 0.9456603046006402 -> 76 150 +idx: 87 entropy_left: 0.9456603046006402 entropy_right : 0.9182958340544896 -> 76 150 +idx: 88 entropy_left: 0.9798687566511527 entropy_right : 0.9235785996175947 -> 76 150 +idx: 89 entropy_left: 0.961236604722876 entropy_right : 0.9127341558073343 -> 76 150 +idx: 91 entropy_left: 0.9967916319816366 entropy_right : 0.9238422284571814 -> 76 150 +idx: 95 entropy_left: 0.9494520153879484 entropy_right : 0.8698926856041563 -> 76 150 +idx: 97 entropy_left: 0.9852281360342516 entropy_right : 0.8835850861052532 -> 76 150 +idx: 99 entropy_left: 0.9656361333706098 entropy_right : 0.8478617451660526 -> 76 150 +idx: 101 entropy_left: 0.9895875212220557 entropy_right : 0.863120568566631 -> 76 150 +idx: 102 entropy_left: 0.9828586897127056 entropy_right : 0.8426578772022391 -> 76 150 +idx: 104 entropy_left: 0.996316519558962 entropy_right : 0.8589810370425963 -> 76 150 +idx: 105 entropy_left: 0.9922666387194963 entropy_right : 0.8366407419411673 -> 76 150 +idx: 106 entropy_left: 0.9967916319816366 entropy_right : 0.8453509366224365 -> 76 150 +idx: 107 entropy_left: 0.9932338197397066 entropy_right : 0.8203636429576732 -> 76 150 +idx: 109 entropy_left: 0.9993375041688847 entropy_right : 0.8390040613676977 -> 76 150 +idx: 110 entropy_left: 0.9975025463691153 entropy_right : 0.8112781244591328 -> 76 150 +idx: 113 entropy_left: 0.9994730201859836 entropy_right : 0.8418521897563207 -> 76 150 +idx: 114 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 76 150 +idx: 117 entropy_left: 0.9961344835095796 entropy_right : 0.8453509366224365 -> 76 150 +idx: 118 entropy_left: 0.9983636725938131 entropy_right : 0.8112781244591328 -> 76 150 +idx: 120 entropy_left: 0.9940302114769565 entropy_right : 0.8366407419411673 -> 76 150 +idx: 122 entropy_left: 0.9986359641585718 entropy_right : 0.74959525725948 -> 76 150 +idx: 127 entropy_left: 0.9863676072907088 entropy_right : 0.828055725379504 -> 76 150 +idx: 130 entropy_left: 0.9960383613659183 entropy_right : 0.6098403047164004 -> 76 150 +idx: 132 entropy_left: 0.9917033083725818 entropy_right : 0.6500224216483541 -> 76 150 +idx: 133 entropy_left: 0.9944423248022588 entropy_right : 0.5225593745369408 -> 76 150 +idx: 134 entropy_left: 0.9922666387194963 entropy_right : 0.5435644431995964 -> 76 150 +idx: 135 entropy_left: 0.9948131754904235 entropy_right : 0.35335933502142136 -> 76 150 +idx: 137 entropy_left: 0.9904799742690307 entropy_right : 0.39124356362925566 -> 76 150 +idx: 138 entropy_left: 0.9932338197397066 entropy_right : 0 -> 76 150 +cut: 5.8 index: 77 +start: 76 cut: 77 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9568886656798212 ent1= 0 ent2= 0.9505668528932196 +ig= 0.019167310798672066 delta= 2.794711296484401 N 74 term 0.12141264669411377 +idx: 78 entropy_left: 0 entropy_right : 0.9544340029249649 -> 77 150 +idx: 79 entropy_left: 1.0 entropy_right : 0.9477073729342066 -> 77 150 +idx: 81 entropy_left: 0.8112781244591328 entropy_right : 0.9557589912150009 -> 77 150 +idx: 83 entropy_left: 1.0 entropy_right : 0.9411864371816835 -> 77 150 +idx: 84 entropy_left: 0.9852281360342516 entropy_right : 0.9456603046006402 -> 77 150 +idx: 87 entropy_left: 0.9709505944546686 entropy_right : 0.9182958340544896 -> 77 150 +idx: 88 entropy_left: 0.9940302114769565 entropy_right : 0.9235785996175947 -> 77 150 +idx: 89 entropy_left: 0.9798687566511527 entropy_right : 0.9127341558073343 -> 77 150 +idx: 91 entropy_left: 1.0 entropy_right : 0.9238422284571814 -> 77 150 +idx: 95 entropy_left: 0.9640787648082292 entropy_right : 0.8698926856041563 -> 77 150 +idx: 97 entropy_left: 0.9927744539878084 entropy_right : 0.8835850861052532 -> 77 150 +idx: 99 entropy_left: 0.976020648236615 entropy_right : 0.8478617451660526 -> 77 150 +idx: 101 entropy_left: 0.9949848281859701 entropy_right : 0.863120568566631 -> 77 150 +idx: 102 entropy_left: 0.9895875212220557 entropy_right : 0.8426578772022391 -> 77 150 +idx: 104 entropy_left: 0.9990102708804813 entropy_right : 0.8589810370425963 -> 77 150 +idx: 105 entropy_left: 0.996316519558962 entropy_right : 0.8366407419411673 -> 77 150 +idx: 106 entropy_left: 0.9991421039919088 entropy_right : 0.8453509366224365 -> 77 150 +idx: 107 entropy_left: 0.9967916319816366 entropy_right : 0.8203636429576732 -> 77 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 77 150 +idx: 110 entropy_left: 0.9993375041688847 entropy_right : 0.8112781244591328 -> 77 150 +idx: 113 entropy_left: 0.9977724720899821 entropy_right : 0.8418521897563207 -> 77 150 +idx: 114 entropy_left: 0.9994730201859836 entropy_right : 0.8112781244591328 -> 77 150 +idx: 117 entropy_left: 0.9927744539878084 entropy_right : 0.8453509366224365 -> 77 150 +idx: 118 entropy_left: 0.9961344835095796 entropy_right : 0.8112781244591328 -> 77 150 +idx: 120 entropy_left: 0.9902246902198684 entropy_right : 0.8366407419411673 -> 77 150 +idx: 122 entropy_left: 0.9967916319816366 entropy_right : 0.74959525725948 -> 77 150 +idx: 127 entropy_left: 0.9814538950336535 entropy_right : 0.828055725379504 -> 77 150 +idx: 130 entropy_left: 0.9935704757706079 entropy_right : 0.6098403047164004 -> 77 150 +idx: 132 entropy_left: 0.9882836109919162 entropy_right : 0.6500224216483541 -> 77 150 +idx: 133 entropy_left: 0.9917033083725818 entropy_right : 0.5225593745369408 -> 77 150 +idx: 134 entropy_left: 0.9890934397021431 entropy_right : 0.5435644431995964 -> 77 150 +idx: 135 entropy_left: 0.9922666387194963 entropy_right : 0.35335933502142136 -> 77 150 +idx: 137 entropy_left: 0.9871377743721863 entropy_right : 0.39124356362925566 -> 77 150 +idx: 138 entropy_left: 0.9904799742690307 entropy_right : 0 -> 77 150 +cut: 5.8 index: 78 +start: 77 cut: 78 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9505668528932196 ent1= 0 ent2= 0.9544340029249649 +ig= 0.009207288364487143 delta= 2.815089222121095 N 73 term 0.12308238662415626 +idx: 79 entropy_left: 0 entropy_right : 0.9477073729342066 -> 78 150 +idx: 81 entropy_left: 0.9182958340544896 entropy_right : 0.9557589912150009 -> 78 150 +idx: 83 entropy_left: 0.9709505944546686 entropy_right : 0.9411864371816835 -> 78 150 +idx: 84 entropy_left: 1.0 entropy_right : 0.9456603046006402 -> 78 150 +idx: 87 entropy_left: 0.9182958340544896 entropy_right : 0.9182958340544896 -> 78 150 +idx: 88 entropy_left: 0.9709505944546686 entropy_right : 0.9235785996175947 -> 78 150 +idx: 89 entropy_left: 0.9456603046006402 entropy_right : 0.9127341558073343 -> 78 150 +idx: 91 entropy_left: 0.9957274520849256 entropy_right : 0.9238422284571814 -> 78 150 +idx: 95 entropy_left: 0.9366673818775626 entropy_right : 0.8698926856041563 -> 78 150 +idx: 97 entropy_left: 0.9819407868640977 entropy_right : 0.8835850861052532 -> 78 150 +idx: 99 entropy_left: 0.9587118829771318 entropy_right : 0.8478617451660526 -> 78 150 +idx: 101 entropy_left: 0.9876925088958034 entropy_right : 0.863120568566631 -> 78 150 +idx: 102 entropy_left: 0.9798687566511527 entropy_right : 0.8426578772022391 -> 78 150 +idx: 104 entropy_left: 0.9957274520849256 entropy_right : 0.8589810370425963 -> 78 150 +idx: 105 entropy_left: 0.9910760598382222 entropy_right : 0.8366407419411673 -> 78 150 +idx: 106 entropy_left: 0.996316519558962 entropy_right : 0.8453509366224365 -> 78 150 +idx: 107 entropy_left: 0.9922666387194963 entropy_right : 0.8203636429576732 -> 78 150 +idx: 109 entropy_left: 0.9992492479956565 entropy_right : 0.8390040613676977 -> 78 150 +idx: 110 entropy_left: 0.9971803988942642 entropy_right : 0.8112781244591328 -> 78 150 +idx: 113 entropy_left: 0.9994110647387553 entropy_right : 0.8418521897563207 -> 78 150 +idx: 114 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 78 150 +idx: 117 entropy_left: 0.9957274520849256 entropy_right : 0.8453509366224365 -> 78 150 +idx: 118 entropy_left: 0.99819587904281 entropy_right : 0.8112781244591328 -> 78 150 +idx: 120 entropy_left: 0.9934472383802027 entropy_right : 0.8366407419411673 -> 78 150 +idx: 122 entropy_left: 0.9985090989176322 entropy_right : 0.74959525725948 -> 78 150 +idx: 127 entropy_left: 0.9852281360342516 entropy_right : 0.828055725379504 -> 78 150 +idx: 130 entropy_left: 0.9957274520849256 entropy_right : 0.6098403047164004 -> 78 150 +idx: 132 entropy_left: 0.9910760598382222 entropy_right : 0.6500224216483541 -> 78 150 +idx: 133 entropy_left: 0.9940302114769565 entropy_right : 0.5225593745369408 -> 78 150 +idx: 134 entropy_left: 0.9917033083725818 entropy_right : 0.5435644431995964 -> 78 150 +idx: 135 entropy_left: 0.9944423248022588 entropy_right : 0.35335933502142136 -> 78 150 +idx: 137 entropy_left: 0.9898220559635811 entropy_right : 0.39124356362925566 -> 78 150 +idx: 138 entropy_left: 0.9927744539878084 entropy_right : 0 -> 78 150 +cut: 5.8 index: 79 +start: 78 cut: 79 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9544340029249649 ent1= 0 ent2= 0.9477073729342066 +ig= 0.019889232392622302 delta= 2.7939016620760873 N 72 term 0.12421734418862179 +idx: 81 entropy_left: 0 entropy_right : 0.9557589912150009 -> 79 150 +idx: 83 entropy_left: 1.0 entropy_right : 0.9411864371816835 -> 79 150 +idx: 84 entropy_left: 0.9709505944546686 entropy_right : 0.9456603046006402 -> 79 150 +idx: 87 entropy_left: 0.9544340029249649 entropy_right : 0.9182958340544896 -> 79 150 +idx: 88 entropy_left: 0.9910760598382222 entropy_right : 0.9235785996175947 -> 79 150 +idx: 89 entropy_left: 0.9709505944546686 entropy_right : 0.9127341558073343 -> 79 150 +idx: 91 entropy_left: 1.0 entropy_right : 0.9238422284571814 -> 79 150 +idx: 95 entropy_left: 0.9544340029249649 entropy_right : 0.8698926856041563 -> 79 150 +idx: 97 entropy_left: 0.9910760598382222 entropy_right : 0.8835850861052532 -> 79 150 +idx: 99 entropy_left: 0.9709505944546686 entropy_right : 0.8478617451660526 -> 79 150 +idx: 101 entropy_left: 0.9940302114769565 entropy_right : 0.863120568566631 -> 79 150 +idx: 102 entropy_left: 0.9876925088958034 entropy_right : 0.8426578772022391 -> 79 150 +idx: 104 entropy_left: 0.9988455359952018 entropy_right : 0.8589810370425963 -> 79 150 +idx: 105 entropy_left: 0.9957274520849256 entropy_right : 0.8366407419411673 -> 79 150 +idx: 106 entropy_left: 0.9990102708804813 entropy_right : 0.8453509366224365 -> 79 150 +idx: 107 entropy_left: 0.996316519558962 entropy_right : 0.8203636429576732 -> 79 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 79 150 +idx: 110 entropy_left: 0.9992492479956565 entropy_right : 0.8112781244591328 -> 79 150 +idx: 113 entropy_left: 0.9975025463691153 entropy_right : 0.8418521897563207 -> 79 150 +idx: 114 entropy_left: 0.9994110647387553 entropy_right : 0.8112781244591328 -> 79 150 +idx: 117 entropy_left: 0.9919924034538556 entropy_right : 0.8453509366224365 -> 79 150 +idx: 118 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 79 150 +idx: 120 entropy_left: 0.9892452969285004 entropy_right : 0.8366407419411673 -> 79 150 +idx: 122 entropy_left: 0.996485989886783 entropy_right : 0.74959525725948 -> 79 150 +idx: 127 entropy_left: 0.9798687566511527 entropy_right : 0.828055725379504 -> 79 150 +idx: 130 entropy_left: 0.9930554830121974 entropy_right : 0.6098403047164004 -> 79 150 +idx: 132 entropy_left: 0.987380023288353 entropy_right : 0.6500224216483541 -> 79 150 +idx: 133 entropy_left: 0.9910760598382222 entropy_right : 0.5225593745369408 -> 79 150 +idx: 134 entropy_left: 0.9882836109919162 entropy_right : 0.5435644431995964 -> 79 150 +idx: 135 entropy_left: 0.9917033083725818 entropy_right : 0.35335933502142136 -> 79 150 +idx: 137 entropy_left: 0.9862325350724501 entropy_right : 0.39124356362925566 -> 79 150 +idx: 138 entropy_left: 0.9898220559635811 entropy_right : 0 -> 79 150 +cut: 5.9 index: 81 +start: 79 cut: 81 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9477073729342066 ent1= 0 ent2= 0.9557589912150009 +ig= 0.018871170204135312 delta= 2.823458158619193 N 71 term 0.12609494613470648 +idx: 83 entropy_left: 0 entropy_right : 0.9411864371816835 -> 81 150 +idx: 84 entropy_left: 0.9182958340544896 entropy_right : 0.9456603046006402 -> 81 150 +idx: 87 entropy_left: 0.6500224216483541 entropy_right : 0.9182958340544896 -> 81 150 +idx: 88 entropy_left: 0.863120568566631 entropy_right : 0.9235785996175947 -> 81 150 +idx: 89 entropy_left: 0.8112781244591328 entropy_right : 0.9127341558073343 -> 81 150 +idx: 91 entropy_left: 0.9709505944546686 entropy_right : 0.9238422284571814 -> 81 150 +idx: 95 entropy_left: 0.863120568566631 entropy_right : 0.8698926856041563 -> 81 150 +idx: 97 entropy_left: 0.9544340029249649 entropy_right : 0.8835850861052532 -> 81 150 +idx: 99 entropy_left: 0.9182958340544896 entropy_right : 0.8478617451660526 -> 81 150 +idx: 101 entropy_left: 0.9709505944546686 entropy_right : 0.863120568566631 -> 81 150 +idx: 102 entropy_left: 0.9587118829771318 entropy_right : 0.8426578772022391 -> 81 150 +idx: 104 entropy_left: 0.9876925088958034 entropy_right : 0.8589810370425963 -> 81 150 +idx: 105 entropy_left: 0.9798687566511527 entropy_right : 0.8366407419411673 -> 81 150 +idx: 106 entropy_left: 0.9895875212220557 entropy_right : 0.8453509366224365 -> 81 150 +idx: 107 entropy_left: 0.9828586897127056 entropy_right : 0.8203636429576732 -> 81 150 +idx: 109 entropy_left: 0.996316519558962 entropy_right : 0.8390040613676977 -> 81 150 +idx: 110 entropy_left: 0.9922666387194963 entropy_right : 0.8112781244591328 -> 81 150 +idx: 113 entropy_left: 1.0 entropy_right : 0.8418521897563207 -> 81 150 +idx: 114 entropy_left: 0.9993375041688847 entropy_right : 0.8112781244591328 -> 81 150 +idx: 117 entropy_left: 0.9977724720899821 entropy_right : 0.8453509366224365 -> 81 150 +idx: 118 entropy_left: 0.9994730201859836 entropy_right : 0.8112781244591328 -> 81 150 +idx: 120 entropy_left: 0.9957274520849256 entropy_right : 0.8366407419411673 -> 81 150 +idx: 122 entropy_left: 0.9995708393473224 entropy_right : 0.74959525725948 -> 81 150 +idx: 127 entropy_left: 0.9876925088958034 entropy_right : 0.828055725379504 -> 81 150 +idx: 130 entropy_left: 0.997294381646235 entropy_right : 0.6098403047164004 -> 81 150 +idx: 132 entropy_left: 0.9930554830121974 entropy_right : 0.6500224216483541 -> 81 150 +idx: 133 entropy_left: 0.9957274520849256 entropy_right : 0.5225593745369408 -> 81 150 +idx: 134 entropy_left: 0.9935704757706079 entropy_right : 0.5435644431995964 -> 81 150 +idx: 135 entropy_left: 0.9960383613659183 entropy_right : 0.35335933502142136 -> 81 150 +idx: 137 entropy_left: 0.9917033083725818 entropy_right : 0.39124356362925566 -> 81 150 +idx: 138 entropy_left: 0.9944423248022588 entropy_right : 0 -> 81 150 +cut: 5.95 index: 83 +start: 81 cut: 83 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9557589912150009 ent1= 0 ent2= 0.9411864371816835 +ig= 0.04185332032843869 delta= 2.7782098139909692 N 69 term 0.12848800949625086 +idx: 84 entropy_left: 0 entropy_right : 0.9456603046006402 -> 83 150 +idx: 87 entropy_left: 0.8112781244591328 entropy_right : 0.9182958340544896 -> 83 150 +idx: 88 entropy_left: 0.9709505944546686 entropy_right : 0.9235785996175947 -> 83 150 +idx: 89 entropy_left: 0.9182958340544896 entropy_right : 0.9127341558073343 -> 83 150 +idx: 91 entropy_left: 1.0 entropy_right : 0.9238422284571814 -> 83 150 +idx: 95 entropy_left: 0.9182958340544896 entropy_right : 0.8698926856041563 -> 83 150 +idx: 97 entropy_left: 0.9852281360342516 entropy_right : 0.8835850861052532 -> 83 150 +idx: 99 entropy_left: 0.9544340029249649 entropy_right : 0.8478617451660526 -> 83 150 +idx: 101 entropy_left: 0.9910760598382222 entropy_right : 0.863120568566631 -> 83 150 +idx: 102 entropy_left: 0.9819407868640977 entropy_right : 0.8426578772022391 -> 83 150 +idx: 104 entropy_left: 0.9983636725938131 entropy_right : 0.8589810370425963 -> 83 150 +idx: 105 entropy_left: 0.9940302114769565 entropy_right : 0.8366407419411673 -> 83 150 +idx: 106 entropy_left: 0.9986359641585718 entropy_right : 0.8453509366224365 -> 83 150 +idx: 107 entropy_left: 0.9949848281859701 entropy_right : 0.8203636429576732 -> 83 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 83 150 +idx: 110 entropy_left: 0.9990102708804813 entropy_right : 0.8112781244591328 -> 83 150 +idx: 113 entropy_left: 0.9967916319816366 entropy_right : 0.8418521897563207 -> 83 150 +idx: 114 entropy_left: 0.9992492479956565 entropy_right : 0.8112781244591328 -> 83 150 +idx: 117 entropy_left: 0.9899927915575188 entropy_right : 0.8453509366224365 -> 83 150 +idx: 118 entropy_left: 0.9946937953613058 entropy_right : 0.8112781244591328 -> 83 150 +idx: 120 entropy_left: 0.9867867202680318 entropy_right : 0.8366407419411673 -> 83 150 +idx: 122 entropy_left: 0.9957274520849256 entropy_right : 0.74959525725948 -> 83 150 +idx: 127 entropy_left: 0.976020648236615 entropy_right : 0.828055725379504 -> 83 150 +idx: 130 entropy_left: 0.9918207974218424 entropy_right : 0.6098403047164004 -> 83 150 +idx: 132 entropy_left: 0.9852281360342516 entropy_right : 0.6500224216483541 -> 83 150 +idx: 133 entropy_left: 0.9895875212220557 entropy_right : 0.5225593745369408 -> 83 150 +idx: 134 entropy_left: 0.9863676072907088 entropy_right : 0.5435644431995964 -> 83 150 +idx: 135 entropy_left: 0.990374836448575 entropy_right : 0.35335933502142136 -> 83 150 +idx: 137 entropy_left: 0.9841095278800533 entropy_right : 0.39124356362925566 -> 83 150 +idx: 138 entropy_left: 0.9882836109919162 entropy_right : 0 -> 83 150 +cut: 6.0 index: 84 +start: 83 cut: 84 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9411864371816835 ent1= 0 ent2= 0.9456603046006402 +ig= 0.009640465485530436 delta= 2.816302656895518 N 67 term 0.1322492056157309 +idx: 87 entropy_left: 0 entropy_right : 0.9182958340544896 -> 84 150 +idx: 88 entropy_left: 0.8112781244591328 entropy_right : 0.9235785996175947 -> 84 150 +idx: 89 entropy_left: 0.7219280948873623 entropy_right : 0.9127341558073343 -> 84 150 +idx: 91 entropy_left: 0.9852281360342516 entropy_right : 0.9238422284571814 -> 84 150 +idx: 95 entropy_left: 0.8453509366224365 entropy_right : 0.8698926856041563 -> 84 150 +idx: 97 entropy_left: 0.961236604722876 entropy_right : 0.8835850861052532 -> 84 150 +idx: 99 entropy_left: 0.9182958340544896 entropy_right : 0.8478617451660526 -> 84 150 +idx: 101 entropy_left: 0.9774178175281716 entropy_right : 0.863120568566631 -> 84 150 +idx: 102 entropy_left: 0.9640787648082292 entropy_right : 0.8426578772022391 -> 84 150 +idx: 104 entropy_left: 0.9927744539878084 entropy_right : 0.8589810370425963 -> 84 150 +idx: 105 entropy_left: 0.9852281360342516 entropy_right : 0.8366407419411673 -> 84 150 +idx: 106 entropy_left: 0.9940302114769565 entropy_right : 0.8453509366224365 -> 84 150 +idx: 107 entropy_left: 0.9876925088958034 entropy_right : 0.8203636429576732 -> 84 150 +idx: 109 entropy_left: 0.9988455359952018 entropy_right : 0.8390040613676977 -> 84 150 +idx: 110 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 84 150 +idx: 113 entropy_left: 0.9991421039919088 entropy_right : 0.8418521897563207 -> 84 150 +idx: 114 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 84 150 +idx: 117 entropy_left: 0.9940302114769565 entropy_right : 0.8453509366224365 -> 84 150 +idx: 118 entropy_left: 0.9975025463691153 entropy_right : 0.8112781244591328 -> 84 150 +idx: 120 entropy_left: 0.9910760598382222 entropy_right : 0.8366407419411673 -> 84 150 +idx: 122 entropy_left: 0.9980008838722996 entropy_right : 0.74959525725948 -> 84 150 +idx: 127 entropy_left: 0.9807983646944296 entropy_right : 0.828055725379504 -> 84 150 +idx: 130 entropy_left: 0.9945386816500111 entropy_right : 0.6098403047164004 -> 84 150 +idx: 132 entropy_left: 0.9886994082884974 entropy_right : 0.6500224216483541 -> 84 150 +idx: 133 entropy_left: 0.992476003943082 entropy_right : 0.5225593745369408 -> 84 150 +idx: 134 entropy_left: 0.9895875212220557 entropy_right : 0.5435644431995964 -> 84 150 +idx: 135 entropy_left: 0.9930554830121974 entropy_right : 0.35335933502142136 -> 84 150 +idx: 137 entropy_left: 0.987380023288353 entropy_right : 0.39124356362925566 -> 84 150 +idx: 138 entropy_left: 0.9910760598382222 entropy_right : 0 -> 84 150 +cut: 6.0 index: 87 +start: 84 cut: 87 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9456603046006402 ent1= 0 ent2= 0.9182958340544896 +ig= 0.06910519027590012 delta= 2.752625980965303 N 66 term 0.13295445142414786 +idx: 88 entropy_left: 0 entropy_right : 0.9235785996175947 -> 87 150 +idx: 89 entropy_left: 1.0 entropy_right : 0.9127341558073343 -> 87 150 +idx: 91 entropy_left: 0.8112781244591328 entropy_right : 0.9238422284571814 -> 87 150 +idx: 95 entropy_left: 0.9544340029249649 entropy_right : 0.8698926856041563 -> 87 150 +idx: 97 entropy_left: 1.0 entropy_right : 0.8835850861052532 -> 87 150 +idx: 99 entropy_left: 0.9798687566511527 entropy_right : 0.8478617451660526 -> 87 150 +idx: 101 entropy_left: 1.0 entropy_right : 0.863120568566631 -> 87 150 +idx: 102 entropy_left: 0.9967916319816366 entropy_right : 0.8426578772022391 -> 87 150 +idx: 104 entropy_left: 0.9975025463691153 entropy_right : 0.8589810370425963 -> 87 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 87 150 +idx: 106 entropy_left: 0.9980008838722996 entropy_right : 0.8453509366224365 -> 87 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 87 150 +idx: 109 entropy_left: 0.9940302114769565 entropy_right : 0.8390040613676977 -> 87 150 +idx: 110 entropy_left: 0.9986359641585718 entropy_right : 0.8112781244591328 -> 87 150 +idx: 113 entropy_left: 0.9828586897127056 entropy_right : 0.8418521897563207 -> 87 150 +idx: 114 entropy_left: 0.9910760598382222 entropy_right : 0.8112781244591328 -> 87 150 +idx: 117 entropy_left: 0.9709505944546686 entropy_right : 0.8453509366224365 -> 87 150 +idx: 118 entropy_left: 0.9811522341999133 entropy_right : 0.8112781244591328 -> 87 150 +idx: 120 entropy_left: 0.9672947789468944 entropy_right : 0.8366407419411673 -> 87 150 +idx: 122 entropy_left: 0.9852281360342516 entropy_right : 0.74959525725948 -> 87 150 +idx: 127 entropy_left: 0.9544340029249649 entropy_right : 0.828055725379504 -> 87 150 +idx: 130 entropy_left: 0.9807983646944296 entropy_right : 0.6098403047164004 -> 87 150 +idx: 132 entropy_left: 0.9709505944546686 entropy_right : 0.6500224216483541 -> 87 150 +idx: 133 entropy_left: 0.978070970973496 entropy_right : 0.5225593745369408 -> 87 150 +idx: 134 entropy_left: 0.9733854352299557 entropy_right : 0.5435644431995964 -> 87 150 +idx: 135 entropy_left: 0.9798687566511527 entropy_right : 0.35335933502142136 -> 87 150 +idx: 137 entropy_left: 0.9709505944546686 entropy_right : 0.39124356362925566 -> 87 150 +idx: 138 entropy_left: 0.9774178175281716 entropy_right : 0 -> 87 150 +cut: 6.0 index: 88 +start: 87 cut: 88 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9182958340544896 ent1= 0 ent2= 0.9235785996175947 +ig= 0.00937721220860277 delta= 2.8179204531838145 N 63 term 0.13923994862810618 +idx: 89 entropy_left: 0 entropy_right : 0.9127341558073343 -> 88 150 +idx: 91 entropy_left: 0.9182958340544896 entropy_right : 0.9238422284571814 -> 88 150 +idx: 95 entropy_left: 0.863120568566631 entropy_right : 0.8698926856041563 -> 88 150 +idx: 97 entropy_left: 0.9910760598382222 entropy_right : 0.8835850861052532 -> 88 150 +idx: 99 entropy_left: 0.9456603046006402 entropy_right : 0.8478617451660526 -> 88 150 +idx: 101 entropy_left: 0.9957274520849256 entropy_right : 0.863120568566631 -> 88 150 +idx: 102 entropy_left: 0.9852281360342516 entropy_right : 0.8426578772022391 -> 88 150 +idx: 104 entropy_left: 1.0 entropy_right : 0.8589810370425963 -> 88 150 +idx: 105 entropy_left: 0.9975025463691153 entropy_right : 0.8366407419411673 -> 88 150 +idx: 106 entropy_left: 1.0 entropy_right : 0.8453509366224365 -> 88 150 +idx: 107 entropy_left: 0.9980008838722996 entropy_right : 0.8203636429576732 -> 88 150 +idx: 109 entropy_left: 0.9983636725938131 entropy_right : 0.8390040613676977 -> 88 150 +idx: 110 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 88 150 +idx: 113 entropy_left: 0.9895875212220557 entropy_right : 0.8418521897563207 -> 88 150 +idx: 114 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 88 150 +idx: 117 entropy_left: 0.9784493292686189 entropy_right : 0.8453509366224365 -> 88 150 +idx: 118 entropy_left: 0.9871377743721863 entropy_right : 0.8112781244591328 -> 88 150 +idx: 120 entropy_left: 0.9744894033980523 entropy_right : 0.8366407419411673 -> 88 150 +idx: 122 entropy_left: 0.9899927915575188 entropy_right : 0.74959525725948 -> 88 150 +idx: 127 entropy_left: 0.961236604722876 entropy_right : 0.828055725379504 -> 88 150 +idx: 130 entropy_left: 0.9852281360342516 entropy_right : 0.6098403047164004 -> 88 150 +idx: 132 entropy_left: 0.976020648236615 entropy_right : 0.6500224216483541 -> 88 150 +idx: 133 entropy_left: 0.9824740868386409 entropy_right : 0.5225593745369408 -> 88 150 +idx: 134 entropy_left: 0.978070970973496 entropy_right : 0.5435644431995964 -> 88 150 +idx: 135 entropy_left: 0.9839393951635756 entropy_right : 0.35335933502142136 -> 88 150 +idx: 137 entropy_left: 0.9755259511264972 entropy_right : 0.39124356362925566 -> 88 150 +idx: 138 entropy_left: 0.9814538950336535 entropy_right : 0 -> 88 150 +cut: 6.05 index: 89 +start: 88 cut: 89 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9235785996175947 ent1= 0 ent2= 0.9127341558073343 +ig= 0.025565962452314128 delta= 2.7856660344370834 N 62 term 0.14058715116128984 +idx: 91 entropy_left: 0 entropy_right : 0.9238422284571814 -> 89 150 +idx: 95 entropy_left: 0.9182958340544896 entropy_right : 0.8698926856041563 -> 89 150 +idx: 97 entropy_left: 1.0 entropy_right : 0.8835850861052532 -> 89 150 +idx: 99 entropy_left: 0.9709505944546686 entropy_right : 0.8478617451660526 -> 89 150 +idx: 101 entropy_left: 1.0 entropy_right : 0.863120568566631 -> 89 150 +idx: 102 entropy_left: 0.9957274520849256 entropy_right : 0.8426578772022391 -> 89 150 +idx: 104 entropy_left: 0.9967916319816366 entropy_right : 0.8589810370425963 -> 89 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 89 150 +idx: 106 entropy_left: 0.9975025463691153 entropy_right : 0.8453509366224365 -> 89 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 89 150 +idx: 109 entropy_left: 0.9927744539878084 entropy_right : 0.8390040613676977 -> 89 150 +idx: 110 entropy_left: 0.9983636725938131 entropy_right : 0.8112781244591328 -> 89 150 +idx: 113 entropy_left: 0.9798687566511527 entropy_right : 0.8418521897563207 -> 89 150 +idx: 114 entropy_left: 0.9895875212220557 entropy_right : 0.8112781244591328 -> 89 150 +idx: 117 entropy_left: 0.9666186325481028 entropy_right : 0.8453509366224365 -> 89 150 +idx: 118 entropy_left: 0.9784493292686189 entropy_right : 0.8112781244591328 -> 89 150 +idx: 120 entropy_left: 0.9629004147713269 entropy_right : 0.8366407419411673 -> 89 150 +idx: 122 entropy_left: 0.9833761901392237 entropy_right : 0.74959525725948 -> 89 150 +idx: 127 entropy_left: 0.9494520153879484 entropy_right : 0.828055725379504 -> 89 150 +idx: 130 entropy_left: 0.9788698505067785 entropy_right : 0.6098403047164004 -> 89 150 +idx: 132 entropy_left: 0.9681647320759548 entropy_right : 0.6500224216483541 -> 89 150 +idx: 133 entropy_left: 0.976020648236615 entropy_right : 0.5225593745369408 -> 89 150 +idx: 134 entropy_left: 0.9709505944546686 entropy_right : 0.5435644431995964 -> 89 150 +idx: 135 entropy_left: 0.978070970973496 entropy_right : 0.35335933502142136 -> 89 150 +idx: 137 entropy_left: 0.9684610087601622 entropy_right : 0.39124356362925566 -> 89 150 +idx: 138 entropy_left: 0.9755259511264972 entropy_right : 0 -> 89 150 +cut: 6.1 index: 91 +start: 89 cut: 91 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9127341558073343 ent1= 0 ent2= 0.9238422284571814 +ig= 0.019181836479896575 delta= 2.8295710673572985 N 61 term 0.14322068299943963 +idx: 95 entropy_left: 0 entropy_right : 0.8698926856041563 -> 91 150 +idx: 97 entropy_left: 0.9182958340544896 entropy_right : 0.8835850861052532 -> 91 150 +idx: 99 entropy_left: 0.8112781244591328 entropy_right : 0.8478617451660526 -> 91 150 +idx: 101 entropy_left: 0.9709505944546686 entropy_right : 0.863120568566631 -> 91 150 +idx: 102 entropy_left: 0.9456603046006402 entropy_right : 0.8426578772022391 -> 91 150 +idx: 104 entropy_left: 0.9957274520849256 entropy_right : 0.8589810370425963 -> 91 150 +idx: 105 entropy_left: 0.9852281360342516 entropy_right : 0.8366407419411673 -> 91 150 +idx: 106 entropy_left: 0.9967916319816366 entropy_right : 0.8453509366224365 -> 91 150 +idx: 107 entropy_left: 0.9886994082884974 entropy_right : 0.8203636429576732 -> 91 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 91 150 +idx: 110 entropy_left: 0.9980008838722996 entropy_right : 0.8112781244591328 -> 91 150 +idx: 113 entropy_left: 0.9940302114769565 entropy_right : 0.8418521897563207 -> 91 150 +idx: 114 entropy_left: 0.9986359641585718 entropy_right : 0.8112781244591328 -> 91 150 +idx: 117 entropy_left: 0.9828586897127056 entropy_right : 0.8453509366224365 -> 91 150 +idx: 118 entropy_left: 0.9910760598382222 entropy_right : 0.8112781244591328 -> 91 150 +idx: 120 entropy_left: 0.9784493292686189 entropy_right : 0.8366407419411673 -> 91 150 +idx: 122 entropy_left: 0.9932338197397066 entropy_right : 0.74959525725948 -> 91 150 +idx: 127 entropy_left: 0.9640787648082292 entropy_right : 0.828055725379504 -> 91 150 +idx: 130 entropy_left: 0.9881108365218301 entropy_right : 0.6098403047164004 -> 91 150 +idx: 132 entropy_left: 0.9788698505067785 entropy_right : 0.6500224216483541 -> 91 150 +idx: 133 entropy_left: 0.9852281360342516 entropy_right : 0.5225593745369408 -> 91 150 +idx: 134 entropy_left: 0.9807983646944296 entropy_right : 0.5435644431995964 -> 91 150 +idx: 135 entropy_left: 0.9865446300055645 entropy_right : 0.35335933502142136 -> 91 150 +idx: 137 entropy_left: 0.978070970973496 entropy_right : 0.39124356362925566 -> 91 150 +idx: 138 entropy_left: 0.9839393951635756 entropy_right : 0 -> 91 150 +cut: 6.15 index: 95 +start: 91 cut: 95 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9238422284571814 ent1= 0 ent2= 0.8698926856041563 +ig= 0.11292531814822215 delta= 2.6994558363515537 N 59 term 0.14504130222845976 +idx: 97 entropy_left: 0 entropy_right : 0.8835850861052532 -> 95 150 +idx: 99 entropy_left: 1.0 entropy_right : 0.8478617451660526 -> 95 150 +idx: 101 entropy_left: 0.9182958340544896 entropy_right : 0.863120568566631 -> 95 150 +idx: 102 entropy_left: 0.9852281360342516 entropy_right : 0.8426578772022391 -> 95 150 +idx: 104 entropy_left: 0.9182958340544896 entropy_right : 0.8589810370425963 -> 95 150 +idx: 105 entropy_left: 0.9709505944546686 entropy_right : 0.8366407419411673 -> 95 150 +idx: 106 entropy_left: 0.9456603046006402 entropy_right : 0.8453509366224365 -> 95 150 +idx: 107 entropy_left: 0.9798687566511527 entropy_right : 0.8203636429576732 -> 95 150 +idx: 109 entropy_left: 0.9402859586706309 entropy_right : 0.8390040613676977 -> 95 150 +idx: 110 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 95 150 +idx: 113 entropy_left: 0.9182958340544896 entropy_right : 0.8418521897563207 -> 95 150 +idx: 114 entropy_left: 0.9494520153879484 entropy_right : 0.8112781244591328 -> 95 150 +idx: 117 entropy_left: 0.9023932827949789 entropy_right : 0.8453509366224365 -> 95 150 +idx: 118 entropy_left: 0.9321115676166747 entropy_right : 0.8112781244591328 -> 95 150 +idx: 120 entropy_left: 0.904381457724494 entropy_right : 0.8366407419411673 -> 95 150 +idx: 122 entropy_left: 0.9509560484549725 entropy_right : 0.74959525725948 -> 95 150 +idx: 127 entropy_left: 0.8960382325345575 entropy_right : 0.828055725379504 -> 95 150 +idx: 130 entropy_left: 0.9517626756348311 entropy_right : 0.6098403047164004 -> 95 150 +idx: 132 entropy_left: 0.9352691398683566 entropy_right : 0.6500224216483541 -> 95 150 +idx: 133 entropy_left: 0.9494520153879484 entropy_right : 0.5225593745369408 -> 95 150 +idx: 134 entropy_left: 0.9418285354475157 entropy_right : 0.5435644431995964 -> 95 150 +idx: 135 entropy_left: 0.9544340029249649 entropy_right : 0.35335933502142136 -> 95 150 +idx: 137 entropy_left: 0.9402859586706309 entropy_right : 0.39124356362925566 -> 95 150 +idx: 138 entropy_left: 0.9522656254366642 entropy_right : 0 -> 95 150 +cut: 6.2 index: 97 +start: 95 cut: 97 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8698926856041563 ent1= 0 ent2= 0.8835850861052532 +ig= 0.018437966266366845 delta= 2.8347397230597977 N 55 term 0.15617504045860486 +idx: 99 entropy_left: 0 entropy_right : 0.8478617451660526 -> 97 150 +idx: 101 entropy_left: 1.0 entropy_right : 0.863120568566631 -> 97 150 +idx: 102 entropy_left: 0.9709505944546686 entropy_right : 0.8426578772022391 -> 97 150 +idx: 104 entropy_left: 0.9852281360342516 entropy_right : 0.8589810370425963 -> 97 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 97 150 +idx: 106 entropy_left: 0.9910760598382222 entropy_right : 0.8453509366224365 -> 97 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 97 150 +idx: 109 entropy_left: 0.9798687566511527 entropy_right : 0.8390040613676977 -> 97 150 +idx: 110 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 97 150 +idx: 113 entropy_left: 0.9544340029249649 entropy_right : 0.8418521897563207 -> 97 150 +idx: 114 entropy_left: 0.9774178175281716 entropy_right : 0.8112781244591328 -> 97 150 +idx: 117 entropy_left: 0.934068055375491 entropy_right : 0.8453509366224365 -> 97 150 +idx: 118 entropy_left: 0.9587118829771318 entropy_right : 0.8112781244591328 -> 97 150 +idx: 120 entropy_left: 0.9321115676166747 entropy_right : 0.8366407419411673 -> 97 150 +idx: 122 entropy_left: 0.9709505944546686 entropy_right : 0.74959525725948 -> 97 150 +idx: 127 entropy_left: 0.9182958340544896 entropy_right : 0.828055725379504 -> 97 150 +idx: 130 entropy_left: 0.9672947789468944 entropy_right : 0.6098403047164004 -> 97 150 +idx: 132 entropy_left: 0.9517626756348311 entropy_right : 0.6500224216483541 -> 97 150 +idx: 133 entropy_left: 0.9640787648082292 entropy_right : 0.5225593745369408 -> 97 150 +idx: 134 entropy_left: 0.9568886656798212 entropy_right : 0.5435644431995964 -> 97 150 +idx: 135 entropy_left: 0.9677884628267679 entropy_right : 0.35335933502142136 -> 97 150 +idx: 137 entropy_left: 0.9544340029249649 entropy_right : 0.39124356362925566 -> 97 150 +idx: 138 entropy_left: 0.9649567669505688 entropy_right : 0 -> 97 150 +cut: 6.25 index: 99 +start: 97 cut: 99 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8835850861052532 ent1= 0 ent2= 0.8478617451660526 +ig= 0.06771812377565545 delta= 2.735908240179203 N 53 term 0.15917637657208103 +idx: 101 entropy_left: 0 entropy_right : 0.863120568566631 -> 99 150 +idx: 102 entropy_left: 0.9182958340544896 entropy_right : 0.8426578772022391 -> 99 150 +idx: 104 entropy_left: 0.7219280948873623 entropy_right : 0.8589810370425963 -> 99 150 +idx: 105 entropy_left: 0.9182958340544896 entropy_right : 0.8366407419411673 -> 99 150 +idx: 106 entropy_left: 0.863120568566631 entropy_right : 0.8453509366224365 -> 99 150 +idx: 107 entropy_left: 0.9544340029249649 entropy_right : 0.8203636429576732 -> 99 150 +idx: 109 entropy_left: 0.8812908992306927 entropy_right : 0.8390040613676977 -> 99 150 +idx: 110 entropy_left: 0.9456603046006402 entropy_right : 0.8112781244591328 -> 99 150 +idx: 113 entropy_left: 0.863120568566631 entropy_right : 0.8418521897563207 -> 99 150 +idx: 114 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 99 150 +idx: 117 entropy_left: 0.8524051786494786 entropy_right : 0.8453509366224365 -> 99 150 +idx: 118 entropy_left: 0.8997437586982626 entropy_right : 0.8112781244591328 -> 99 150 +idx: 120 entropy_left: 0.863120568566631 entropy_right : 0.8366407419411673 -> 99 150 +idx: 122 entropy_left: 0.9321115676166747 entropy_right : 0.74959525725948 -> 99 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 99 150 +idx: 130 entropy_left: 0.9383153522334069 entropy_right : 0.6098403047164004 -> 99 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 99 150 +idx: 133 entropy_left: 0.9366673818775626 entropy_right : 0.5225593745369408 -> 99 150 +idx: 134 entropy_left: 0.9275265884316759 entropy_right : 0.5435644431995964 -> 99 150 +idx: 135 entropy_left: 0.943601631299382 entropy_right : 0.35335933502142136 -> 99 150 +idx: 137 entropy_left: 0.9268190639645772 entropy_right : 0.39124356362925566 -> 99 150 +idx: 138 entropy_left: 0.9418285354475157 entropy_right : 0 -> 99 150 +cut: 6.3 index: 101 +start: 99 cut: 101 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8478617451660526 ent1= 0 ent2= 0.863120568566631 +ig= 0.018589042033407166 delta= 2.837872568858761 N 51 term 0.16630840703202912 +idx: 102 entropy_left: 0 entropy_right : 0.8426578772022391 -> 101 150 +idx: 104 entropy_left: 0.9182958340544896 entropy_right : 0.8589810370425963 -> 101 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 101 150 +idx: 106 entropy_left: 0.9709505944546686 entropy_right : 0.8453509366224365 -> 101 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 101 150 +idx: 109 entropy_left: 0.9544340029249649 entropy_right : 0.8390040613676977 -> 101 150 +idx: 110 entropy_left: 0.9910760598382222 entropy_right : 0.8112781244591328 -> 101 150 +idx: 113 entropy_left: 0.9182958340544896 entropy_right : 0.8418521897563207 -> 101 150 +idx: 114 entropy_left: 0.961236604722876 entropy_right : 0.8112781244591328 -> 101 150 +idx: 117 entropy_left: 0.8960382325345575 entropy_right : 0.8453509366224365 -> 101 150 +idx: 118 entropy_left: 0.9366673818775626 entropy_right : 0.8112781244591328 -> 101 150 +idx: 120 entropy_left: 0.8997437586982626 entropy_right : 0.8366407419411673 -> 101 150 +idx: 122 entropy_left: 0.9587118829771318 entropy_right : 0.74959525725948 -> 101 150 +idx: 127 entropy_left: 0.8904916402194913 entropy_right : 0.828055725379504 -> 101 150 +idx: 130 entropy_left: 0.9575534837147482 entropy_right : 0.6098403047164004 -> 101 150 +idx: 132 entropy_left: 0.9383153522334069 entropy_right : 0.6500224216483541 -> 101 150 +idx: 133 entropy_left: 0.9544340029249649 entropy_right : 0.5225593745369408 -> 101 150 +idx: 134 entropy_left: 0.9456603046006402 entropy_right : 0.5435644431995964 -> 101 150 +idx: 135 entropy_left: 0.9596868937742169 entropy_right : 0.35335933502142136 -> 101 150 +idx: 137 entropy_left: 0.943601631299382 entropy_right : 0.39124356362925566 -> 101 150 +idx: 138 entropy_left: 0.9568886656798212 entropy_right : 0 -> 101 150 +cut: 6.3 index: 102 +start: 101 cut: 102 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.863120568566631 ent1= 0 ent2= 0.8426578772022391 +ig= 0.03765979089913152 delta= 2.7664295393288203 N 49 term 0.17043657224591788 +idx: 104 entropy_left: 0 entropy_right : 0.8589810370425963 -> 102 150 +idx: 105 entropy_left: 0.9182958340544896 entropy_right : 0.8366407419411673 -> 102 150 +idx: 106 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 102 150 +idx: 107 entropy_left: 0.9709505944546686 entropy_right : 0.8203636429576732 -> 102 150 +idx: 109 entropy_left: 0.863120568566631 entropy_right : 0.8390040613676977 -> 102 150 +idx: 110 entropy_left: 0.9544340029249649 entropy_right : 0.8112781244591328 -> 102 150 +idx: 113 entropy_left: 0.8453509366224365 entropy_right : 0.8418521897563207 -> 102 150 +idx: 114 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 102 150 +idx: 117 entropy_left: 0.8366407419411673 entropy_right : 0.8453509366224365 -> 102 150 +idx: 118 entropy_left: 0.8960382325345575 entropy_right : 0.8112781244591328 -> 102 150 +idx: 120 entropy_left: 0.8524051786494786 entropy_right : 0.8366407419411673 -> 102 150 +idx: 122 entropy_left: 0.934068055375491 entropy_right : 0.74959525725948 -> 102 150 +idx: 127 entropy_left: 0.8554508105601307 entropy_right : 0.828055725379504 -> 102 150 +idx: 130 entropy_left: 0.9402859586706309 entropy_right : 0.6098403047164004 -> 102 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 102 150 +idx: 133 entropy_left: 0.9383153522334069 entropy_right : 0.5225593745369408 -> 102 150 +idx: 134 entropy_left: 0.9283620723948678 entropy_right : 0.5435644431995964 -> 102 150 +idx: 135 entropy_left: 0.9456603046006402 entropy_right : 0.35335933502142136 -> 102 150 +idx: 137 entropy_left: 0.9275265884316759 entropy_right : 0.39124356362925566 -> 102 150 +idx: 138 entropy_left: 0.943601631299382 entropy_right : 0 -> 102 150 +cut: 6.3 index: 104 +start: 102 cut: 104 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8426578772022391 ent1= 0 ent2= 0.8589810370425963 +ig= 0.019467716703084226 delta= 2.8400012417383187 N 48 term 0.17488729361283242 +idx: 105 entropy_left: 0 entropy_right : 0.8366407419411673 -> 104 150 +idx: 106 entropy_left: 1.0 entropy_right : 0.8453509366224365 -> 104 150 +idx: 107 entropy_left: 0.9182958340544896 entropy_right : 0.8203636429576732 -> 104 150 +idx: 109 entropy_left: 0.9709505944546686 entropy_right : 0.8390040613676977 -> 104 150 +idx: 110 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 104 150 +idx: 113 entropy_left: 0.9182958340544896 entropy_right : 0.8418521897563207 -> 104 150 +idx: 114 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 104 150 +idx: 117 entropy_left: 0.8904916402194913 entropy_right : 0.8453509366224365 -> 104 150 +idx: 118 entropy_left: 0.9402859586706309 entropy_right : 0.8112781244591328 -> 104 150 +idx: 120 entropy_left: 0.8960382325345575 entropy_right : 0.8366407419411673 -> 104 150 +idx: 122 entropy_left: 0.9640787648082292 entropy_right : 0.74959525725948 -> 104 150 +idx: 127 entropy_left: 0.8865408928220899 entropy_right : 0.828055725379504 -> 104 150 +idx: 130 entropy_left: 0.961236604722876 entropy_right : 0.6098403047164004 -> 104 150 +idx: 132 entropy_left: 0.9402859586706309 entropy_right : 0.6500224216483541 -> 104 150 +idx: 133 entropy_left: 0.9575534837147482 entropy_right : 0.5225593745369408 -> 104 150 +idx: 134 entropy_left: 0.9480782435939054 entropy_right : 0.5435644431995964 -> 104 150 +idx: 135 entropy_left: 0.9629004147713269 entropy_right : 0.35335933502142136 -> 104 150 +idx: 137 entropy_left: 0.9456603046006402 entropy_right : 0.39124356362925566 -> 104 150 +idx: 138 entropy_left: 0.9596868937742169 entropy_right : 0 -> 104 150 +cut: 6.3 index: 105 +start: 104 cut: 105 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8589810370425963 ent1= 0 ent2= 0.8366407419411673 +ig= 0.040528137317541346 delta= 2.762674331854746 N 46 term 0.17944624843879176 +idx: 106 entropy_left: 0 entropy_right : 0.8453509366224365 -> 105 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 105 150 +idx: 109 entropy_left: 0.8112781244591328 entropy_right : 0.8390040613676977 -> 105 150 +idx: 110 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 105 150 +idx: 113 entropy_left: 0.8112781244591328 entropy_right : 0.8418521897563207 -> 105 150 +idx: 114 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 105 150 +idx: 117 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 105 150 +idx: 118 entropy_left: 0.8904916402194913 entropy_right : 0.8112781244591328 -> 105 150 +idx: 120 entropy_left: 0.8366407419411673 entropy_right : 0.8366407419411673 -> 105 150 +idx: 122 entropy_left: 0.9366673818775626 entropy_right : 0.74959525725948 -> 105 150 +idx: 127 entropy_left: 0.8453509366224365 entropy_right : 0.828055725379504 -> 105 150 +idx: 130 entropy_left: 0.9426831892554922 entropy_right : 0.6098403047164004 -> 105 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 105 150 +idx: 133 entropy_left: 0.9402859586706309 entropy_right : 0.5225593745369408 -> 105 150 +idx: 134 entropy_left: 0.9293636260137187 entropy_right : 0.5435644431995964 -> 105 150 +idx: 135 entropy_left: 0.9480782435939054 entropy_right : 0.35335933502142136 -> 105 150 +idx: 137 entropy_left: 0.9283620723948678 entropy_right : 0.39124356362925566 -> 105 150 +idx: 138 entropy_left: 0.9456603046006402 entropy_right : 0 -> 105 150 +cut: 6.3 index: 106 +start: 105 cut: 106 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8366407419411673 ent1= 0 ent2= 0.8453509366224365 +ig= 0.010075381688118279 delta= 2.824775311420143 N 45 term 0.18409348733460978 +idx: 107 entropy_left: 0 entropy_right : 0.8203636429576732 -> 106 150 +idx: 109 entropy_left: 0.9182958340544896 entropy_right : 0.8390040613676977 -> 106 150 +idx: 110 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 106 150 +idx: 113 entropy_left: 0.863120568566631 entropy_right : 0.8418521897563207 -> 106 150 +idx: 114 entropy_left: 0.9544340029249649 entropy_right : 0.8112781244591328 -> 106 150 +idx: 117 entropy_left: 0.8453509366224365 entropy_right : 0.8453509366224365 -> 106 150 +idx: 118 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 106 150 +idx: 120 entropy_left: 0.863120568566631 entropy_right : 0.8366407419411673 -> 106 150 +idx: 122 entropy_left: 0.9544340029249649 entropy_right : 0.74959525725948 -> 106 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 106 150 +idx: 130 entropy_left: 0.9544340029249649 entropy_right : 0.6098403047164004 -> 106 150 +idx: 132 entropy_left: 0.930586129131993 entropy_right : 0.6500224216483541 -> 106 150 +idx: 133 entropy_left: 0.9509560484549725 entropy_right : 0.5225593745369408 -> 106 150 +idx: 134 entropy_left: 0.9402859586706309 entropy_right : 0.5435644431995964 -> 106 150 +idx: 135 entropy_left: 0.9575534837147482 entropy_right : 0.35335933502142136 -> 106 150 +idx: 137 entropy_left: 0.9383153522334069 entropy_right : 0.39124356362925566 -> 106 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 106 150 +cut: 6.3 index: 107 +start: 106 cut: 107 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8453509366224365 ent1= 0 ent2= 0.8203636429576732 +ig= 0.043631921913801386 delta= 2.7573803347280776 N 44 term 0.18599193385068583 +idx: 109 entropy_left: 0 entropy_right : 0.8390040613676977 -> 107 150 +idx: 110 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 107 150 +idx: 113 entropy_left: 0.6500224216483541 entropy_right : 0.8418521897563207 -> 107 150 +idx: 114 entropy_left: 0.863120568566631 entropy_right : 0.8112781244591328 -> 107 150 +idx: 117 entropy_left: 0.7219280948873623 entropy_right : 0.8453509366224365 -> 107 150 +idx: 118 entropy_left: 0.8453509366224365 entropy_right : 0.8112781244591328 -> 107 150 +idx: 120 entropy_left: 0.7793498372920852 entropy_right : 0.8366407419411673 -> 107 150 +idx: 122 entropy_left: 0.9182958340544896 entropy_right : 0.74959525725948 -> 107 150 +idx: 127 entropy_left: 0.8112781244591328 entropy_right : 0.828055725379504 -> 107 150 +idx: 130 entropy_left: 0.9321115676166747 entropy_right : 0.6098403047164004 -> 107 150 +idx: 132 entropy_left: 0.904381457724494 entropy_right : 0.6500224216483541 -> 107 150 +idx: 133 entropy_left: 0.930586129131993 entropy_right : 0.5225593745369408 -> 107 150 +idx: 134 entropy_left: 0.9182958340544896 entropy_right : 0.5435644431995964 -> 107 150 +idx: 135 entropy_left: 0.9402859586706309 entropy_right : 0.35335933502142136 -> 107 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 107 150 +idx: 138 entropy_left: 0.9383153522334069 entropy_right : 0 -> 107 150 +cut: 6.4 index: 109 +start: 107 cut: 109 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8203636429576732 ent1= 0 ent2= 0.8390040613676977 +ig= 0.020383026304752083 delta= 2.8446357588776534 N 43 term 0.19155705073619567 +idx: 110 entropy_left: 0 entropy_right : 0.8112781244591328 -> 109 150 +idx: 113 entropy_left: 0.8112781244591328 entropy_right : 0.8418521897563207 -> 109 150 +idx: 114 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 109 150 +idx: 117 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 109 150 +idx: 118 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 109 150 +idx: 120 entropy_left: 0.8453509366224365 entropy_right : 0.8366407419411673 -> 109 150 +idx: 122 entropy_left: 0.961236604722876 entropy_right : 0.74959525725948 -> 109 150 +idx: 127 entropy_left: 0.8524051786494786 entropy_right : 0.828055725379504 -> 109 150 +idx: 130 entropy_left: 0.9587118829771318 entropy_right : 0.6098403047164004 -> 109 150 +idx: 132 entropy_left: 0.9321115676166747 entropy_right : 0.6500224216483541 -> 109 150 +idx: 133 entropy_left: 0.9544340029249649 entropy_right : 0.5225593745369408 -> 109 150 +idx: 134 entropy_left: 0.9426831892554922 entropy_right : 0.5435644431995964 -> 109 150 +idx: 135 entropy_left: 0.961236604722876 entropy_right : 0.35335933502142136 -> 109 150 +idx: 137 entropy_left: 0.9402859586706309 entropy_right : 0.39124356362925566 -> 109 150 +idx: 138 entropy_left: 0.9575534837147482 entropy_right : 0 -> 109 150 +cut: 6.4 index: 110 +start: 109 cut: 110 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8390040613676977 ent1= 0 ent2= 0.8112781244591328 +ig= 0.04751320823683636 delta= 2.7519030482404743 N 41 term 0.19692271080799603 +idx: 113 entropy_left: 0 entropy_right : 0.8418521897563207 -> 110 150 +idx: 114 entropy_left: 0.8112781244591328 entropy_right : 0.8112781244591328 -> 110 150 +idx: 117 entropy_left: 0.5916727785823275 entropy_right : 0.8453509366224365 -> 110 150 +idx: 118 entropy_left: 0.8112781244591328 entropy_right : 0.8112781244591328 -> 110 150 +idx: 120 entropy_left: 0.7219280948873623 entropy_right : 0.8366407419411673 -> 110 150 +idx: 122 entropy_left: 0.9182958340544896 entropy_right : 0.74959525725948 -> 110 150 +idx: 127 entropy_left: 0.7871265862012691 entropy_right : 0.828055725379504 -> 110 150 +idx: 130 entropy_left: 0.934068055375491 entropy_right : 0.6098403047164004 -> 110 150 +idx: 132 entropy_left: 0.9023932827949789 entropy_right : 0.6500224216483541 -> 110 150 +idx: 133 entropy_left: 0.9321115676166747 entropy_right : 0.5225593745369408 -> 110 150 +idx: 134 entropy_left: 0.9182958340544896 entropy_right : 0.5435644431995964 -> 110 150 +idx: 135 entropy_left: 0.9426831892554922 entropy_right : 0.35335933502142136 -> 110 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 110 150 +idx: 138 entropy_left: 0.9402859586706309 entropy_right : 0 -> 110 150 +cut: 6.4 index: 113 +start: 110 cut: 113 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8112781244591328 ent1= 0 ent2= 0.8418521897563207 +ig= 0.03256484893453615 delta= 2.86850305265198 N 40 term 0.20384763178785575 +idx: 114 entropy_left: 0 entropy_right : 0.8112781244591328 -> 113 150 +idx: 117 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 113 150 +idx: 118 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 113 150 +idx: 120 entropy_left: 0.863120568566631 entropy_right : 0.8366407419411673 -> 113 150 +idx: 122 entropy_left: 0.9910760598382222 entropy_right : 0.74959525725948 -> 113 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 113 150 +idx: 130 entropy_left: 0.9774178175281716 entropy_right : 0.6098403047164004 -> 113 150 +idx: 132 entropy_left: 0.9494520153879484 entropy_right : 0.6500224216483541 -> 113 150 +idx: 133 entropy_left: 0.9709505944546686 entropy_right : 0.5225593745369408 -> 113 150 +idx: 134 entropy_left: 0.9587118829771318 entropy_right : 0.5435644431995964 -> 113 150 +idx: 135 entropy_left: 0.976020648236615 entropy_right : 0.35335933502142136 -> 113 150 +idx: 137 entropy_left: 0.9544340029249649 entropy_right : 0.39124356362925566 -> 113 150 +idx: 138 entropy_left: 0.9709505944546686 entropy_right : 0 -> 113 150 +cut: 6.4 index: 114 +start: 113 cut: 114 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8418521897563207 ent1= 0 ent2= 0.8112781244591328 +ig= 0.05250050109338056 delta= 2.746206791463228 N 37 term 0.21394950791636597 +idx: 117 entropy_left: 0 entropy_right : 0.8453509366224365 -> 114 150 +idx: 118 entropy_left: 0.8112781244591328 entropy_right : 0.8112781244591328 -> 114 150 +idx: 120 entropy_left: 0.6500224216483541 entropy_right : 0.8366407419411673 -> 114 150 +idx: 122 entropy_left: 0.9544340029249649 entropy_right : 0.74959525725948 -> 114 150 +idx: 127 entropy_left: 0.7793498372920852 entropy_right : 0.828055725379504 -> 114 150 +idx: 130 entropy_left: 0.9544340029249649 entropy_right : 0.6098403047164004 -> 114 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 114 150 +idx: 133 entropy_left: 0.9494520153879484 entropy_right : 0.5225593745369408 -> 114 150 +idx: 134 entropy_left: 0.934068055375491 entropy_right : 0.5435644431995964 -> 114 150 +idx: 135 entropy_left: 0.9587118829771318 entropy_right : 0.35335933502142136 -> 114 150 +idx: 137 entropy_left: 0.9321115676166747 entropy_right : 0.39124356362925566 -> 114 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 114 150 +cut: 6.5 index: 117 +start: 114 cut: 117 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8112781244591328 ent1= 0 ent2= 0.8453509366224365 +ig= 0.03637309922189935 delta= 2.8755005463842114 N 36 term 0.22235509898136602 +idx: 118 entropy_left: 0 entropy_right : 0.8112781244591328 -> 117 150 +idx: 120 entropy_left: 0.9182958340544896 entropy_right : 0.8366407419411673 -> 117 150 +idx: 122 entropy_left: 0.9709505944546686 entropy_right : 0.74959525725948 -> 117 150 +idx: 127 entropy_left: 0.8812908992306927 entropy_right : 0.828055725379504 -> 117 150 +idx: 130 entropy_left: 0.9957274520849256 entropy_right : 0.6098403047164004 -> 117 150 +idx: 132 entropy_left: 0.9709505944546686 entropy_right : 0.6500224216483541 -> 117 150 +idx: 133 entropy_left: 0.9886994082884974 entropy_right : 0.5225593745369408 -> 117 150 +idx: 134 entropy_left: 0.9774178175281716 entropy_right : 0.5435644431995964 -> 117 150 +idx: 135 entropy_left: 0.9910760598382222 entropy_right : 0.35335933502142136 -> 117 150 +idx: 137 entropy_left: 0.9709505944546686 entropy_right : 0.39124356362925566 -> 117 150 +idx: 138 entropy_left: 0.9852281360342516 entropy_right : 0 -> 117 150 +cut: 6.5 index: 118 +start: 117 cut: 118 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8453509366224365 ent1= 0 ent2= 0.8112781244591328 +ig= 0.058656997752974394 delta= 2.739209297730997 N 33 term 0.23452149387063628 +idx: 120 entropy_left: 0 entropy_right : 0.8366407419411673 -> 118 150 +idx: 122 entropy_left: 1.0 entropy_right : 0.74959525725948 -> 118 150 +idx: 127 entropy_left: 0.7642045065086203 entropy_right : 0.828055725379504 -> 118 150 +idx: 130 entropy_left: 0.9798687566511527 entropy_right : 0.6098403047164004 -> 118 150 +idx: 132 entropy_left: 0.9402859586706309 entropy_right : 0.6500224216483541 -> 118 150 +idx: 133 entropy_left: 0.9709505944546686 entropy_right : 0.5225593745369408 -> 118 150 +idx: 134 entropy_left: 0.9544340029249649 entropy_right : 0.5435644431995964 -> 118 150 +idx: 135 entropy_left: 0.9774178175281716 entropy_right : 0.35335933502142136 -> 118 150 +idx: 137 entropy_left: 0.9494520153879484 entropy_right : 0.39124356362925566 -> 118 150 +idx: 138 entropy_left: 0.9709505944546686 entropy_right : 0 -> 118 150 +cut: 6.55 index: 120 +start: 118 cut: 120 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8112781244591328 ent1= 0 ent2= 0.8366407419411673 +ig= 0.02692742888928845 delta= 2.858080157021673 N 32 term 0.24413363960651716 +idx: 122 entropy_left: 0 entropy_right : 0.74959525725948 -> 120 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 120 150 +idx: 130 entropy_left: 1.0 entropy_right : 0.6098403047164004 -> 120 150 +idx: 132 entropy_left: 0.9798687566511527 entropy_right : 0.6500224216483541 -> 120 150 +idx: 133 entropy_left: 0.9957274520849256 entropy_right : 0.5225593745369408 -> 120 150 +idx: 134 entropy_left: 0.9852281360342516 entropy_right : 0.5435644431995964 -> 120 150 +idx: 135 entropy_left: 0.9967916319816366 entropy_right : 0.35335933502142136 -> 120 150 +idx: 137 entropy_left: 0.9774178175281716 entropy_right : 0.39124356362925566 -> 120 150 +idx: 138 entropy_left: 0.9910760598382222 entropy_right : 0 -> 120 150 +cut: 6.65 index: 122 +start: 120 cut: 122 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8366407419411673 ent1= 0 ent2= 0.74959525725948 +ig= 0.13701850183231934 delta= 2.6332639526942296 N 30 term 0.24970816492739342 +idx: 127 entropy_left: 0 entropy_right : 0.828055725379504 -> 122 150 +idx: 130 entropy_left: 0.9544340029249649 entropy_right : 0.6098403047164004 -> 122 150 +idx: 132 entropy_left: 0.8812908992306927 entropy_right : 0.6500224216483541 -> 122 150 +idx: 133 entropy_left: 0.9456603046006402 entropy_right : 0.5225593745369408 -> 122 150 +idx: 134 entropy_left: 0.9182958340544896 entropy_right : 0.5435644431995964 -> 122 150 +idx: 135 entropy_left: 0.961236604722876 entropy_right : 0.35335933502142136 -> 122 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 122 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 122 150 +cut: 6.7 index: 127 +start: 122 cut: 127 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.74959525725948 ent1= 0 ent2= 0.828055725379504 +ig= 0.06940662569774458 delta= 2.9642758582976523 N 28 term 0.2756844057307543 +idx: 130 entropy_left: 0 entropy_right : 0.6098403047164004 -> 127 150 +idx: 132 entropy_left: 0.9709505944546686 entropy_right : 0.6500224216483541 -> 127 150 +idx: 133 entropy_left: 0.9182958340544896 entropy_right : 0.5225593745369408 -> 127 150 +idx: 134 entropy_left: 0.9852281360342516 entropy_right : 0.5435644431995964 -> 127 150 +idx: 135 entropy_left: 0.9544340029249649 entropy_right : 0.35335933502142136 -> 127 150 +idx: 137 entropy_left: 1.0 entropy_right : 0.39124356362925566 -> 127 150 +idx: 138 entropy_left: 0.9940302114769565 entropy_right : 0 -> 127 150 +cut: 6.75 index: 130 +start: 127 cut: 130 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.828055725379504 ent1= 0 ent2= 0.6098403047164004 +ig= 0.2977598082348081 delta= 2.370924080731397 N 23 term 0.2969719869290737 +¡Ding! 6.75 130 +idx: 132 entropy_left: 0 entropy_right : 0.6500224216483541 -> 130 150 +idx: 133 entropy_left: 0.9182958340544896 entropy_right : 0.5225593745369408 -> 130 150 +idx: 134 entropy_left: 0.8112781244591328 entropy_right : 0.5435644431995964 -> 130 150 +idx: 135 entropy_left: 0.9709505944546686 entropy_right : 0.35335933502142136 -> 130 150 +idx: 137 entropy_left: 0.863120568566631 entropy_right : 0.39124356362925566 -> 130 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 130 150 +cut: 6.8 index: 132 +start: 130 cut: 132 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.6098403047164004 ent1= 0 ent2= 0.6500224216483541 +ig= 0.024820125232881685 delta= 2.887719155921512 N 20 term 0.3567823334682549 +idx: 133 entropy_left: 0 entropy_right : 0.5225593745369408 -> 132 150 +idx: 134 entropy_left: 1.0 entropy_right : 0.5435644431995964 -> 132 150 +idx: 135 entropy_left: 0.9182958340544896 entropy_right : 0.35335933502142136 -> 132 150 +idx: 137 entropy_left: 0.9709505944546686 entropy_right : 0.39124356362925566 -> 132 150 +idx: 138 entropy_left: 1.0 entropy_right : 0 -> 132 150 +cut: 6.85 index: 133 +start: 132 cut: 133 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.6500224216483541 ent1= 0 ent2= 0.5225593745369408 +ig= 0.1564941234745767 delta= 2.5524288278347775 N 18 term 0.36888287050472873 +idx: 134 entropy_left: 0 entropy_right : 0.5435644431995964 -> 133 150 +idx: 135 entropy_left: 1.0 entropy_right : 0.35335933502142136 -> 133 150 +idx: 137 entropy_left: 0.8112781244591328 entropy_right : 0.39124356362925566 -> 133 150 +idx: 138 entropy_left: 0.9709505944546686 entropy_right : 0 -> 133 150 +cut: 6.9 index: 134 +start: 133 cut: 134 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.5225593745369408 ent1= 0 ent2= 0.5435644431995964 +ig= 0.010969310349085326 delta= 2.849365059382915 N 17 term 0.4029038270225244 +idx: 135 entropy_left: 0 entropy_right : 0.35335933502142136 -> 134 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 134 150 +idx: 138 entropy_left: 1.0 entropy_right : 0 -> 134 150 +cut: 6.9 index: 135 +start: 134 cut: 135 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.5435644431995964 ent1= 0 ent2= 0.35335933502142136 +ig= 0.21229006661701388 delta= 2.426944705701254 N 16 term 0.39586470633186077 +idx: 137 entropy_left: 0 entropy_right : 0.39124356362925566 -> 135 150 +idx: 138 entropy_left: 0.9182958340544896 entropy_right : 0 -> 135 150 +cut: 6.95 index: 137 +start: 135 cut: 137 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.35335933502142136 ent1= 0 ent2= 0.39124356362925566 +ig= 0.01428157987606643 delta= 2.8831233792732727 N 15 term 0.44603188675539174 +idx: 138 entropy_left: 0 entropy_right : 0 -> 137 150 +cut: 7.05 index: 138 +start: 137 cut: 138 end: 150 +k= 2 k1= 1 k2= 1 ent= 0.39124356362925566 ent1= 0 ent2= 0 +ig= 0.39124356362925566 delta= 2.0248677947990927 N 13 term 0.4315254073477115 +idx: 20 entropy_left: 0 entropy_right : 1.5485806065228545 -> 0 150 +idx: 21 entropy_left: 0.2761954276479391 entropy_right : 1.549829505666378 -> 0 150 +idx: 22 entropy_left: 0.5304060778306042 entropy_right : 1.5511852922535474 -> 0 150 +idx: 24 entropy_left: 0.4971501836369671 entropy_right : 1.5419822842863982 -> 0 150 +idx: 25 entropy_left: 0.6395563653739031 entropy_right : 1.5433449229510985 -> 0 150 +idx: 29 entropy_left: 0.574828144380386 entropy_right : 1.5202013991459298 -> 0 150 +idx: 30 entropy_left: 0.6746799231474564 entropy_right : 1.521677608876836 -> 0 150 +idx: 33 entropy_left: 0.6311718053929063 entropy_right : 1.4992098113026513 -> 0 150 +idx: 34 entropy_left: 0.7085966983474103 entropy_right : 1.5007111828980744 -> 0 150 +idx: 44 entropy_left: 0.5928251064639408 entropy_right : 1.3764263022492553 -> 0 150 +idx: 45 entropy_left: 0.6531791627726858 entropy_right : 1.3779796176519241 -> 0 150 +idx: 51 entropy_left: 0.5990326006132177 entropy_right : 1.2367928607774141 -> 0 150 +idx: 52 entropy_left: 0.6496096346956632 entropy_right : 1.2377158231343603 -> 0 150 +idx: 53 entropy_left: 0.6412482850735854 entropy_right : 1.2046986815511866 -> 0 150 +idx: 58 entropy_left: 0.8211258609270055 entropy_right : 1.2056112071736118 -> 0 150 +idx: 59 entropy_left: 0.8128223064150747 entropy_right : 1.167065448996099 -> 0 150 +idx: 61 entropy_left: 0.8623538561746379 entropy_right : 1.1653351793699953 -> 0 150 +idx: 62 entropy_left: 0.9353028851500502 entropy_right : 1.1687172769890006 -> 0 150 +idx: 68 entropy_left: 1.031929035599206 entropy_right : 1.1573913563403753 -> 0 150 +idx: 69 entropy_left: 1.0246284743137688 entropy_right : 1.109500797247481 -> 0 150 +idx: 70 entropy_left: 1.036186417911213 entropy_right : 1.105866621101474 -> 0 150 +idx: 71 entropy_left: 1.0895830429620594 entropy_right : 1.1104593064416028 -> 0 150 +idx: 72 entropy_left: 1.0822273380873693 entropy_right : 1.0511407586429597 -> 0 150 +idx: 74 entropy_left: 1.1015727511177442 entropy_right : 1.041722068095403 -> 0 150 +idx: 75 entropy_left: 1.1457749842070042 entropy_right : 1.0462881865460743 -> 0 150 +idx: 76 entropy_left: 1.1387129726704701 entropy_right : 0.9568886656798212 -> 0 150 +idx: 77 entropy_left: 1.1468549240968817 entropy_right : 0.9505668528932196 -> 0 150 +idx: 78 entropy_left: 1.1848333092150132 entropy_right : 0.9544340029249649 -> 0 150 +idx: 79 entropy_left: 1.1918623939938016 entropy_right : 0.9477073729342066 -> 0 150 +idx: 81 entropy_left: 1.2548698305334247 entropy_right : 0.9557589912150009 -> 0 150 +idx: 83 entropy_left: 1.2659342914094807 entropy_right : 0.9411864371816835 -> 0 150 +idx: 84 entropy_left: 1.2922669208691815 entropy_right : 0.9456603046006402 -> 0 150 +idx: 87 entropy_left: 1.3041589171425696 entropy_right : 0.9182958340544896 -> 0 150 +idx: 88 entropy_left: 1.327572716814381 entropy_right : 0.9235785996175947 -> 0 150 +idx: 89 entropy_left: 1.330465426809402 entropy_right : 0.9127341558073343 -> 0 150 +idx: 91 entropy_left: 1.3709454625942779 entropy_right : 0.9238422284571814 -> 0 150 +idx: 95 entropy_left: 1.378063041001916 entropy_right : 0.8698926856041563 -> 0 150 +idx: 97 entropy_left: 1.4115390027326744 entropy_right : 0.8835850861052532 -> 0 150 +idx: 99 entropy_left: 1.4130351465796736 entropy_right : 0.8478617451660526 -> 0 150 +idx: 101 entropy_left: 1.4412464483479606 entropy_right : 0.863120568566631 -> 0 150 +idx: 102 entropy_left: 1.4415827640191903 entropy_right : 0.8426578772022391 -> 0 150 +idx: 104 entropy_left: 1.4655411381577925 entropy_right : 0.8589810370425963 -> 0 150 +idx: 105 entropy_left: 1.465665295753282 entropy_right : 0.8366407419411673 -> 0 150 +idx: 106 entropy_left: 1.4762911618692924 entropy_right : 0.8453509366224365 -> 0 150 +idx: 107 entropy_left: 1.4762132849962355 entropy_right : 0.8203636429576732 -> 0 150 +idx: 109 entropy_left: 1.4951379218217782 entropy_right : 0.8390040613676977 -> 0 150 +idx: 110 entropy_left: 1.4949188482339508 entropy_right : 0.8112781244591328 -> 0 150 +idx: 113 entropy_left: 1.5183041104369397 entropy_right : 0.8418521897563207 -> 0 150 +idx: 114 entropy_left: 1.51802714866133 entropy_right : 0.8112781244591328 -> 0 150 +idx: 117 entropy_left: 1.5364854516368571 entropy_right : 0.8453509366224365 -> 0 150 +idx: 118 entropy_left: 1.5361890331151247 entropy_right : 0.8112781244591328 -> 0 150 +idx: 120 entropy_left: 1.5462566034163763 entropy_right : 0.8366407419411673 -> 0 150 +idx: 122 entropy_left: 1.545378825051491 entropy_right : 0.74959525725948 -> 0 150 +idx: 127 entropy_left: 1.5644893588382582 entropy_right : 0.828055725379504 -> 0 150 +idx: 130 entropy_left: 1.562956340286807 entropy_right : 0.6098403047164004 -> 0 150 +idx: 132 entropy_left: 1.5687623685201277 entropy_right : 0.6500224216483541 -> 0 150 +idx: 133 entropy_left: 1.5680951037987416 entropy_right : 0.5225593745369408 -> 0 150 +idx: 134 entropy_left: 1.5706540443736308 entropy_right : 0.5435644431995964 -> 0 150 +idx: 135 entropy_left: 1.5699201014782036 entropy_right : 0.35335933502142136 -> 0 150 +idx: 137 entropy_left: 1.5744201314186457 entropy_right : 0.39124356362925566 -> 0 150 +idx: 138 entropy_left: 1.5736921054134685 entropy_right : 0 -> 0 150 +cut: 4.9 index: 20 +start: 0 cut: 20 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.584962500721156 ent1= 0 ent2= 1.5485806065228545 +ig= 0.24285930840134884 delta= 4.5347105071798195 N 150 term 0.07835919351761322 +¡Ding! 4.9 20 +idx: 21 entropy_left: 0 entropy_right : 1.549829505666378 -> 20 150 +idx: 22 entropy_left: 1.0 entropy_right : 1.5511852922535474 -> 20 150 +idx: 24 entropy_left: 1.5 entropy_right : 1.5419822842863982 -> 20 150 +idx: 25 entropy_left: 1.5219280948873621 entropy_right : 1.5433449229510985 -> 20 150 +idx: 29 entropy_left: 1.224394445405986 entropy_right : 1.5202013991459298 -> 20 150 +idx: 30 entropy_left: 1.295461844238322 entropy_right : 1.521677608876836 -> 20 150 +idx: 33 entropy_left: 1.1401156785146092 entropy_right : 1.4992098113026513 -> 20 150 +idx: 34 entropy_left: 1.1981174211304033 entropy_right : 1.5007111828980744 -> 20 150 +idx: 44 entropy_left: 0.8886865525783176 entropy_right : 1.3764263022492553 -> 20 150 +idx: 45 entropy_left: 0.9510456605801272 entropy_right : 1.3779796176519241 -> 20 150 +idx: 51 entropy_left: 0.8346464646189744 entropy_right : 1.2367928607774141 -> 20 150 +idx: 52 entropy_left: 0.8873068828532795 entropy_right : 1.2377158231343603 -> 20 150 +idx: 53 entropy_left: 0.8710241897828374 entropy_right : 1.2046986815511866 -> 20 150 +idx: 58 entropy_left: 1.0304227640573047 entropy_right : 1.2056112071736118 -> 20 150 +idx: 59 entropy_left: 1.0178199018513787 entropy_right : 1.167065448996099 -> 20 150 +idx: 61 entropy_left: 1.0529744706120385 entropy_right : 1.1653351793699953 -> 20 150 +idx: 62 entropy_left: 1.142610782439526 entropy_right : 1.1687172769890006 -> 20 150 +idx: 68 entropy_left: 1.1872003066827859 entropy_right : 1.1573913563403753 -> 20 150 +idx: 69 entropy_left: 1.1796779956857995 entropy_right : 1.109500797247481 -> 20 150 +idx: 70 entropy_left: 1.1829661954675215 entropy_right : 1.105866621101474 -> 20 150 +idx: 71 entropy_left: 1.2449863769220126 entropy_right : 1.1104593064416028 -> 20 150 +idx: 72 entropy_left: 1.2374609054755092 entropy_right : 1.0511407586429597 -> 20 150 +idx: 74 entropy_left: 1.2411128360359944 entropy_right : 1.041722068095403 -> 20 150 +idx: 75 entropy_left: 1.2906516322752026 entropy_right : 1.0462881865460743 -> 20 150 +idx: 76 entropy_left: 1.2838868242312453 entropy_right : 0.9568886656798212 -> 20 150 +idx: 77 entropy_left: 1.2846682096460251 entropy_right : 0.9505668528932196 -> 20 150 +idx: 78 entropy_left: 1.3259416273344056 entropy_right : 0.9544340029249649 -> 20 150 +idx: 79 entropy_left: 1.325770873768619 entropy_right : 0.9477073729342066 -> 20 150 +idx: 81 entropy_left: 1.3914372992027793 entropy_right : 0.9557589912150009 -> 20 150 +idx: 83 entropy_left: 1.3888730188280565 entropy_right : 0.9411864371816835 -> 20 150 +idx: 84 entropy_left: 1.4153413978136884 entropy_right : 0.9456603046006402 -> 20 150 +idx: 87 entropy_left: 1.4080568512494867 entropy_right : 0.9182958340544896 -> 20 150 +idx: 88 entropy_left: 1.4313232568395167 entropy_right : 0.9235785996175947 -> 20 150 +idx: 89 entropy_left: 1.4281945908435036 entropy_right : 0.9127341558073343 -> 20 150 +idx: 91 entropy_left: 1.4671107315959304 entropy_right : 0.9238422284571814 -> 20 150 +idx: 95 entropy_left: 1.4523626601521826 entropy_right : 0.8698926856041563 -> 20 150 +idx: 97 entropy_left: 1.483849257492287 entropy_right : 0.8835850861052532 -> 20 150 +idx: 99 entropy_left: 1.475556263923774 entropy_right : 0.8478617451660526 -> 20 150 +idx: 101 entropy_left: 1.5012404120907166 entropy_right : 0.863120568566631 -> 20 150 +idx: 102 entropy_left: 1.497066012780834 entropy_right : 0.8426578772022391 -> 20 150 +idx: 104 entropy_left: 1.5179917001861118 entropy_right : 0.8589810370425963 -> 20 150 +idx: 105 entropy_left: 1.5139223281333773 entropy_right : 0.8366407419411673 -> 20 150 +idx: 106 entropy_left: 1.5229320406896163 entropy_right : 0.8453509366224365 -> 20 150 +idx: 107 entropy_left: 1.518850916195339 entropy_right : 0.8203636429576732 -> 20 150 +idx: 109 entropy_left: 1.5344304388132461 entropy_right : 0.8390040613676977 -> 20 150 +idx: 110 entropy_left: 1.5304930567574824 entropy_right : 0.8112781244591328 -> 20 150 +idx: 113 entropy_left: 1.5485591696772643 entropy_right : 0.8418521897563207 -> 20 150 +idx: 114 entropy_left: 1.5449263511786133 entropy_right : 0.8112781244591328 -> 20 150 +idx: 117 entropy_left: 1.5578738449782061 entropy_right : 0.8453509366224365 -> 20 150 +idx: 118 entropy_left: 1.554551861496516 entropy_right : 0.8112781244591328 -> 20 150 +idx: 120 entropy_left: 1.5609563153489605 entropy_right : 0.8366407419411673 -> 20 150 +idx: 122 entropy_left: 1.554507235050814 entropy_right : 0.74959525725948 -> 20 150 +idx: 127 entropy_left: 1.5649556310074497 entropy_right : 0.828055725379504 -> 20 150 +idx: 130 entropy_left: 1.556474260470719 entropy_right : 0.6098403047164004 -> 20 150 +idx: 132 entropy_left: 1.559164748038155 entropy_right : 0.6500224216483541 -> 20 150 +idx: 133 entropy_left: 1.556375214663463 entropy_right : 0.5225593745369408 -> 20 150 +idx: 134 entropy_left: 1.5574319619297041 entropy_right : 0.5435644431995964 -> 20 150 +idx: 135 entropy_left: 1.554665700667645 entropy_right : 0.35335933502142136 -> 20 150 +idx: 137 entropy_left: 1.5562728756453106 entropy_right : 0.39124356362925566 -> 20 150 +idx: 138 entropy_left: 1.553653448786858 entropy_right : 0 -> 20 150 +cut: 4.9 index: 21 +start: 20 cut: 21 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5485806065228545 ent1= 0 ent2= 1.549829505666378 +ig= 0.010672866284679339 delta= 4.647602887205295 N 130 term 0.08968330878945038 +idx: 22 entropy_left: 0 entropy_right : 1.5511852922535474 -> 21 150 +idx: 24 entropy_left: 0.9182958340544896 entropy_right : 1.5419822842863982 -> 21 150 +idx: 25 entropy_left: 1.5 entropy_right : 1.5433449229510985 -> 21 150 +idx: 29 entropy_left: 1.061278124459133 entropy_right : 1.5202013991459298 -> 21 150 +idx: 30 entropy_left: 1.224394445405986 entropy_right : 1.521677608876836 -> 21 150 +idx: 33 entropy_left: 1.0408520829727552 entropy_right : 1.4992098113026513 -> 21 150 +idx: 34 entropy_left: 1.1401156785146092 entropy_right : 1.5007111828980744 -> 21 150 +idx: 44 entropy_left: 0.8076702057269436 entropy_right : 1.3764263022492553 -> 21 150 +idx: 45 entropy_left: 0.8886865525783176 entropy_right : 1.3779796176519241 -> 21 150 +idx: 51 entropy_left: 0.7703437707962479 entropy_right : 1.2367928607774141 -> 21 150 +idx: 52 entropy_left: 0.8346464646189744 entropy_right : 1.2377158231343603 -> 21 150 +idx: 53 entropy_left: 0.8180914641842123 entropy_right : 1.2046986815511866 -> 21 150 +idx: 58 entropy_left: 1.0086232677764626 entropy_right : 1.2056112071736118 -> 21 150 +idx: 59 entropy_left: 0.9952632106202363 entropy_right : 1.167065448996099 -> 21 150 +idx: 61 entropy_left: 1.0368902807106744 entropy_right : 1.1653351793699953 -> 21 150 +idx: 62 entropy_left: 1.1282468200554612 entropy_right : 1.1687172769890006 -> 21 150 +idx: 68 entropy_left: 1.1835119881802911 entropy_right : 1.1573913563403753 -> 21 150 +idx: 69 entropy_left: 1.1752835873133531 entropy_right : 1.109500797247481 -> 21 150 +idx: 70 entropy_left: 1.1796779956857995 entropy_right : 1.105866621101474 -> 21 150 +idx: 71 entropy_left: 1.2424272282706346 entropy_right : 1.1104593064416028 -> 21 150 +idx: 72 entropy_left: 1.2342496730246098 entropy_right : 1.0511407586429597 -> 21 150 +idx: 74 entropy_left: 1.23971286514401 entropy_right : 1.041722068095403 -> 21 150 +idx: 75 entropy_left: 1.2897001922180324 entropy_right : 1.0462881865460743 -> 21 150 +idx: 76 entropy_left: 1.2823527363135774 entropy_right : 0.9568886656798212 -> 21 150 +idx: 77 entropy_left: 1.2838868242312453 entropy_right : 0.9505668528932196 -> 21 150 +idx: 78 entropy_left: 1.3254539799066205 entropy_right : 0.9544340029249649 -> 21 150 +idx: 79 entropy_left: 1.3259416273344056 entropy_right : 0.9477073729342066 -> 21 150 +idx: 81 entropy_left: 1.3918884737423507 entropy_right : 0.9557589912150009 -> 21 150 +idx: 83 entropy_left: 1.3904123254348284 entropy_right : 0.9411864371816835 -> 21 150 +idx: 84 entropy_left: 1.4169128979027155 entropy_right : 0.9456603046006402 -> 21 150 +idx: 87 entropy_left: 1.410869033208931 entropy_right : 0.9182958340544896 -> 21 150 +idx: 88 entropy_left: 1.4341193292809176 entropy_right : 0.9235785996175947 -> 21 150 +idx: 89 entropy_left: 1.4313232568395167 entropy_right : 0.9127341558073343 -> 21 150 +idx: 91 entropy_left: 1.4701128093454605 entropy_right : 0.9238422284571814 -> 21 150 +idx: 95 entropy_left: 1.4564064519519933 entropy_right : 0.8698926856041563 -> 21 150 +idx: 97 entropy_left: 1.4876980378788656 entropy_right : 0.8835850861052532 -> 21 150 +idx: 99 entropy_left: 1.479795298385792 entropy_right : 0.8478617451660526 -> 21 150 +idx: 101 entropy_left: 1.5052408149441479 entropy_right : 0.863120568566631 -> 21 150 +idx: 102 entropy_left: 1.5012404120907166 entropy_right : 0.8426578772022391 -> 21 150 +idx: 104 entropy_left: 1.5218962238597613 entropy_right : 0.8589810370425963 -> 21 150 +idx: 105 entropy_left: 1.5179917001861118 entropy_right : 0.8366407419411673 -> 21 150 +idx: 106 entropy_left: 1.5268598488143097 entropy_right : 0.8453509366224365 -> 21 150 +idx: 107 entropy_left: 1.5229320406896163 entropy_right : 0.8203636429576732 -> 21 150 +idx: 109 entropy_left: 1.538221104127535 entropy_right : 0.8390040613676977 -> 21 150 +idx: 110 entropy_left: 1.5344304388132461 entropy_right : 0.8112781244591328 -> 21 150 +idx: 113 entropy_left: 1.5520475061309855 entropy_right : 0.8418521897563207 -> 21 150 +idx: 114 entropy_left: 1.5485591696772643 entropy_right : 0.8112781244591328 -> 21 150 +idx: 117 entropy_left: 1.5610533930605475 entropy_right : 0.8453509366224365 -> 21 150 +idx: 118 entropy_left: 1.5578738449782061 entropy_right : 0.8112781244591328 -> 21 150 +idx: 120 entropy_left: 1.5639799748754695 entropy_right : 0.8366407419411673 -> 21 150 +idx: 122 entropy_left: 1.5577952437611147 entropy_right : 0.74959525725948 -> 21 150 +idx: 127 entropy_left: 1.5675326407964567 entropy_right : 0.828055725379504 -> 21 150 +idx: 130 entropy_left: 1.559417592797962 entropy_right : 0.6098403047164004 -> 21 150 +idx: 132 entropy_left: 1.5618440335577457 entropy_right : 0.6500224216483541 -> 21 150 +idx: 133 entropy_left: 1.559164748038155 entropy_right : 0.5225593745369408 -> 21 150 +idx: 134 entropy_left: 1.5600931752556502 entropy_right : 0.5435644431995964 -> 21 150 +idx: 135 entropy_left: 1.5574319619297041 entropy_right : 0.35335933502142136 -> 21 150 +idx: 137 entropy_left: 1.55878993121613 entropy_right : 0.39124356362925566 -> 21 150 +idx: 138 entropy_left: 1.5562728756453106 entropy_right : 0 -> 21 150 +cut: 4.95 index: 22 +start: 21 cut: 22 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.549829505666378 ent1= 0 ent2= 1.5511852922535474 +ig= 0.01066890560084266 delta= 4.647923549536232 N 129 term 0.09029398100415684 +idx: 24 entropy_left: 0 entropy_right : 1.5419822842863982 -> 22 150 +idx: 25 entropy_left: 0.9182958340544896 entropy_right : 1.5433449229510985 -> 22 150 +idx: 29 entropy_left: 0.5916727785823275 entropy_right : 1.5202013991459298 -> 22 150 +idx: 30 entropy_left: 0.8112781244591328 entropy_right : 1.521677608876836 -> 22 150 +idx: 33 entropy_left: 0.6840384356390417 entropy_right : 1.4992098113026513 -> 22 150 +idx: 34 entropy_left: 0.8112781244591328 entropy_right : 1.5007111828980744 -> 22 150 +idx: 44 entropy_left: 0.5746356978376794 entropy_right : 1.3764263022492553 -> 22 150 +idx: 45 entropy_left: 0.6665783579949205 entropy_right : 1.3779796176519241 -> 22 150 +idx: 51 entropy_left: 0.5787946246321198 entropy_right : 1.2367928607774141 -> 22 150 +idx: 52 entropy_left: 0.6500224216483541 entropy_right : 1.2377158231343603 -> 22 150 +idx: 53 entropy_left: 0.6373874992221911 entropy_right : 1.2046986815511866 -> 22 150 +idx: 58 entropy_left: 0.8524051786494786 entropy_right : 1.2056112071736118 -> 22 150 +idx: 59 entropy_left: 0.8418521897563207 entropy_right : 1.167065448996099 -> 22 150 +idx: 61 entropy_left: 0.8904916402194913 entropy_right : 1.1653351793699953 -> 22 150 +idx: 62 entropy_left: 1.0368902807106744 entropy_right : 1.1687172769890006 -> 22 150 +idx: 68 entropy_left: 1.1009399433532026 entropy_right : 1.1573913563403753 -> 22 150 +idx: 69 entropy_left: 1.093640174154775 entropy_right : 1.109500797247481 -> 22 150 +idx: 70 entropy_left: 1.0992008221161345 entropy_right : 1.105866621101474 -> 22 150 +idx: 71 entropy_left: 1.1796779956857995 entropy_right : 1.1104593064416028 -> 22 150 +idx: 72 entropy_left: 1.1720147574921704 entropy_right : 1.0511407586429597 -> 22 150 +idx: 74 entropy_left: 1.1788990501208314 entropy_right : 1.041722068095403 -> 22 150 +idx: 75 entropy_left: 1.23971286514401 entropy_right : 1.0462881865460743 -> 22 150 +idx: 76 entropy_left: 1.2326602568158207 entropy_right : 0.9568886656798212 -> 22 150 +idx: 77 entropy_left: 1.2346487866075768 entropy_right : 0.9505668528932196 -> 22 150 +idx: 78 entropy_left: 1.2838868242312453 entropy_right : 0.9544340029249649 -> 22 150 +idx: 79 entropy_left: 1.2846682096460251 entropy_right : 0.9477073729342066 -> 22 150 +idx: 81 entropy_left: 1.3613139330585569 entropy_right : 0.9557589912150009 -> 22 150 +idx: 83 entropy_left: 1.3600340979407453 entropy_right : 0.9411864371816835 -> 22 150 +idx: 84 entropy_left: 1.3904123254348284 entropy_right : 0.9456603046006402 -> 22 150 +idx: 87 entropy_left: 1.3844579647165822 entropy_right : 0.9182958340544896 -> 22 150 +idx: 88 entropy_left: 1.410869033208931 entropy_right : 0.9235785996175947 -> 22 150 +idx: 89 entropy_left: 1.4080568512494867 entropy_right : 0.9127341558073343 -> 22 150 +idx: 91 entropy_left: 1.4518947803168825 entropy_right : 0.9238422284571814 -> 22 150 +idx: 95 entropy_left: 1.4378929868805908 entropy_right : 0.8698926856041563 -> 22 150 +idx: 97 entropy_left: 1.472935039619369 entropy_right : 0.8835850861052532 -> 22 150 +idx: 99 entropy_left: 1.4648232488769368 entropy_right : 0.8478617451660526 -> 22 150 +idx: 101 entropy_left: 1.4932162877956365 entropy_right : 0.863120568566631 -> 22 150 +idx: 102 entropy_left: 1.4890907595250464 entropy_right : 0.8426578772022391 -> 22 150 +idx: 104 entropy_left: 1.5121371519329765 entropy_right : 0.8589810370425963 -> 22 150 +idx: 105 entropy_left: 1.508093739822507 entropy_right : 0.8366407419411673 -> 22 150 +idx: 106 entropy_left: 1.5179917001861118 entropy_right : 0.8453509366224365 -> 22 150 +idx: 107 entropy_left: 1.5139223281333773 entropy_right : 0.8203636429576732 -> 22 150 +idx: 109 entropy_left: 1.5310057241873496 entropy_right : 0.8390040613676977 -> 22 150 +idx: 110 entropy_left: 1.5270676736451225 entropy_right : 0.8112781244591328 -> 22 150 +idx: 113 entropy_left: 1.5468616730129405 entropy_right : 0.8418521897563207 -> 22 150 +idx: 114 entropy_left: 1.5432213335160283 entropy_right : 0.8112781244591328 -> 22 150 +idx: 117 entropy_left: 1.5574319619297041 entropy_right : 0.8453509366224365 -> 22 150 +idx: 118 entropy_left: 1.5541004715340199 entropy_right : 0.8112781244591328 -> 22 150 +idx: 120 entropy_left: 1.5611556337477528 entropy_right : 0.8366407419411673 -> 22 150 +idx: 122 entropy_left: 1.5546755409861306 entropy_right : 0.74959525725948 -> 22 150 +idx: 127 entropy_left: 1.566282638423782 entropy_right : 0.828055725379504 -> 22 150 +idx: 130 entropy_left: 1.5577526146923748 entropy_right : 0.6098403047164004 -> 22 150 +idx: 132 entropy_left: 1.5607751276211168 entropy_right : 0.6500224216483541 -> 22 150 +idx: 133 entropy_left: 1.5579642402274387 entropy_right : 0.5225593745369408 -> 22 150 +idx: 134 entropy_left: 1.559164748038155 entropy_right : 0.5435644431995964 -> 22 150 +idx: 135 entropy_left: 1.556375214663463 entropy_right : 0.35335933502142136 -> 22 150 +idx: 137 entropy_left: 1.558231855890965 entropy_right : 0.39124356362925566 -> 22 150 +idx: 138 entropy_left: 1.5555906954881595 entropy_right : 0 -> 22 150 +cut: 5.0 index: 24 +start: 22 cut: 24 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5511852922535474 ent1= 0 ent2= 1.5419822842863982 +ig= 0.033296481159124314 delta= 4.616247165873277 N 128 term 0.09066353009879252 +idx: 25 entropy_left: 0 entropy_right : 1.5433449229510985 -> 24 150 +idx: 29 entropy_left: 0.7219280948873623 entropy_right : 1.5202013991459298 -> 24 150 +idx: 30 entropy_left: 0.9182958340544896 entropy_right : 1.521677608876836 -> 24 150 +idx: 33 entropy_left: 0.7642045065086203 entropy_right : 1.4992098113026513 -> 24 150 +idx: 34 entropy_left: 0.8812908992306927 entropy_right : 1.5007111828980744 -> 24 150 +idx: 44 entropy_left: 0.6098403047164004 entropy_right : 1.3764263022492553 -> 24 150 +idx: 45 entropy_left: 0.7024665512903903 entropy_right : 1.3779796176519241 -> 24 150 +idx: 51 entropy_left: 0.6051865766334206 entropy_right : 1.2367928607774141 -> 24 150 +idx: 52 entropy_left: 0.676941869780886 entropy_right : 1.2377158231343603 -> 24 150 +idx: 53 entropy_left: 0.6631968402398287 entropy_right : 1.2046986815511866 -> 24 150 +idx: 58 entropy_left: 0.8739810481273578 entropy_right : 1.2056112071736118 -> 24 150 +idx: 59 entropy_left: 0.863120568566631 entropy_right : 1.167065448996099 -> 24 150 +idx: 61 entropy_left: 0.9090221560878149 entropy_right : 1.1653351793699953 -> 24 150 +idx: 62 entropy_left: 1.0606655462587962 entropy_right : 1.1687172769890006 -> 24 150 +idx: 68 entropy_left: 1.1149985556752577 entropy_right : 1.1573913563403753 -> 24 150 +idx: 69 entropy_left: 1.1080734808267854 entropy_right : 1.109500797247481 -> 24 150 +idx: 70 entropy_left: 1.1122129250331756 entropy_right : 1.105866621101474 -> 24 150 +idx: 71 entropy_left: 1.194545119186222 entropy_right : 1.1104593064416028 -> 24 150 +idx: 72 entropy_left: 1.1872003066827859 entropy_right : 1.0511407586429597 -> 24 150 +idx: 74 entropy_left: 1.1914436210393724 entropy_right : 1.041722068095403 -> 24 150 +idx: 75 entropy_left: 1.2532975784630431 entropy_right : 1.0462881865460743 -> 24 150 +idx: 76 entropy_left: 1.2466033489462778 entropy_right : 0.9568886656798212 -> 24 150 +idx: 77 entropy_left: 1.2473860973972195 entropy_right : 0.9505668528932196 -> 24 150 +idx: 78 entropy_left: 1.297231327577664 entropy_right : 0.9544340029249649 -> 24 150 +idx: 79 entropy_left: 1.2968531170351285 entropy_right : 0.9477073729342066 -> 24 150 +idx: 81 entropy_left: 1.3739840876515639 entropy_right : 0.9557589912150009 -> 24 150 +idx: 83 entropy_left: 1.3705732601023841 entropy_right : 0.9411864371816835 -> 24 150 +idx: 84 entropy_left: 1.4009934786687808 entropy_right : 0.9456603046006402 -> 24 150 +idx: 87 entropy_left: 1.3921472236645345 entropy_right : 0.9182958340544896 -> 24 150 +idx: 88 entropy_left: 1.4185644431995963 entropy_right : 0.9235785996175947 -> 24 150 +idx: 89 entropy_left: 1.4148695564698006 entropy_right : 0.9127341558073343 -> 24 150 +idx: 91 entropy_left: 1.4585269870967856 entropy_right : 0.9238422284571814 -> 24 150 +idx: 95 entropy_left: 1.4414340954861538 entropy_right : 0.8698926856041563 -> 24 150 +idx: 97 entropy_left: 1.4762561511389796 entropy_right : 0.8835850861052532 -> 24 150 +idx: 99 entropy_left: 1.4668134449046726 entropy_right : 0.8478617451660526 -> 24 150 +idx: 101 entropy_left: 1.4949188482339508 entropy_right : 0.863120568566631 -> 24 150 +idx: 102 entropy_left: 1.4901944396527276 entropy_right : 0.8426578772022391 -> 24 150 +idx: 104 entropy_left: 1.5128876215181606 entropy_right : 0.8589810370425963 -> 24 150 +idx: 105 entropy_left: 1.5082979986144511 entropy_right : 0.8366407419411673 -> 24 150 +idx: 106 entropy_left: 1.5180083381895495 entropy_right : 0.8453509366224365 -> 24 150 +idx: 107 entropy_left: 1.5134243514707206 entropy_right : 0.8203636429576732 -> 24 150 +idx: 109 entropy_left: 1.530122629268322 entropy_right : 0.8390040613676977 -> 24 150 +idx: 110 entropy_left: 1.5257153697175778 entropy_right : 0.8112781244591328 -> 24 150 +idx: 113 entropy_left: 1.54490062239043 entropy_right : 0.8418521897563207 -> 24 150 +idx: 114 entropy_left: 1.5408469049615863 entropy_right : 0.8112781244591328 -> 24 150 +idx: 117 entropy_left: 1.5544333664039933 entropy_right : 0.8453509366224365 -> 24 150 +idx: 118 entropy_left: 1.5507380564508026 entropy_right : 0.8112781244591328 -> 24 150 +idx: 120 entropy_left: 1.557384036498573 entropy_right : 0.8366407419411673 -> 24 150 +idx: 122 entropy_left: 1.5502477540313635 entropy_right : 0.74959525725948 -> 24 150 +idx: 127 entropy_left: 1.5609148740783336 entropy_right : 0.828055725379504 -> 24 150 +idx: 130 entropy_left: 1.5516017017685246 entropy_right : 0.6098403047164004 -> 24 150 +idx: 132 entropy_left: 1.5542993132861813 entropy_right : 0.6500224216483541 -> 24 150 +idx: 133 entropy_left: 1.551254504144143 entropy_right : 0.5225593745369408 -> 24 150 +idx: 134 entropy_left: 1.552300445892517 entropy_right : 0.5435644431995964 -> 24 150 +idx: 135 entropy_left: 1.5492893488248605 entropy_right : 0.35335933502142136 -> 24 150 +idx: 137 entropy_left: 1.5508523041806783 entropy_right : 0.39124356362925566 -> 24 150 +idx: 138 entropy_left: 1.5480084816425554 entropy_right : 0 -> 24 150 +cut: 5.0 index: 25 +start: 24 cut: 25 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5419822842863982 ent1= 0 ent2= 1.5433449229510985 +ig= 0.010886130565070262 delta= 4.6479441057688256 N 126 term 0.09217244754310248 +idx: 29 entropy_left: 0 entropy_right : 1.5202013991459298 -> 25 150 +idx: 30 entropy_left: 0.7219280948873623 entropy_right : 1.521677608876836 -> 25 150 +idx: 33 entropy_left: 0.5435644431995964 entropy_right : 1.4992098113026513 -> 25 150 +idx: 34 entropy_left: 0.7642045065086203 entropy_right : 1.5007111828980744 -> 25 150 +idx: 44 entropy_left: 0.4854607607459134 entropy_right : 1.3764263022492553 -> 25 150 +idx: 45 entropy_left: 0.6098403047164004 entropy_right : 1.3779796176519241 -> 25 150 +idx: 51 entropy_left: 0.5159469300074474 entropy_right : 1.2367928607774141 -> 25 150 +idx: 52 entropy_left: 0.6051865766334206 entropy_right : 1.2377158231343603 -> 25 150 +idx: 53 entropy_left: 0.5916727785823275 entropy_right : 1.2046986815511866 -> 25 150 +idx: 58 entropy_left: 0.8453509366224365 entropy_right : 1.2056112071736118 -> 25 150 +idx: 59 entropy_left: 0.833764907210665 entropy_right : 1.167065448996099 -> 25 150 +idx: 61 entropy_left: 0.8879763195151351 entropy_right : 1.1653351793699953 -> 25 150 +idx: 62 entropy_left: 1.043233026456561 entropy_right : 1.1687172769890006 -> 25 150 +idx: 68 entropy_left: 1.1103746838736357 entropy_right : 1.1573913563403753 -> 25 150 +idx: 69 entropy_left: 1.102652051070839 entropy_right : 1.109500797247481 -> 25 150 +idx: 70 entropy_left: 1.1080734808267854 entropy_right : 1.105866621101474 -> 25 150 +idx: 71 entropy_left: 1.191603636543317 entropy_right : 1.1104593064416028 -> 25 150 +idx: 72 entropy_left: 1.1835119881802911 entropy_right : 1.0511407586429597 -> 25 150 +idx: 74 entropy_left: 1.1898011817445777 entropy_right : 1.041722068095403 -> 25 150 +idx: 75 entropy_left: 1.2523479506082373 entropy_right : 1.0462881865460743 -> 25 150 +idx: 76 entropy_left: 1.2449863769220126 entropy_right : 0.9568886656798212 -> 25 150 +idx: 77 entropy_left: 1.2466033489462778 entropy_right : 0.9505668528932196 -> 25 150 +idx: 78 entropy_left: 1.2968901961487296 entropy_right : 0.9544340029249649 -> 25 150 +idx: 79 entropy_left: 1.297231327577664 entropy_right : 0.9477073729342066 -> 25 150 +idx: 81 entropy_left: 1.3747976286297399 entropy_right : 0.9557589912150009 -> 25 150 +idx: 83 entropy_left: 1.3725531875543378 entropy_right : 0.9411864371816835 -> 25 150 +idx: 84 entropy_left: 1.4030409766614365 entropy_right : 0.9456603046006402 -> 25 150 +idx: 87 entropy_left: 1.3954965550573624 entropy_right : 0.9182958340544896 -> 25 150 +idx: 88 entropy_left: 1.4219164254677488 entropy_right : 0.9235785996175947 -> 25 150 +idx: 89 entropy_left: 1.4185644431995963 entropy_right : 0.9127341558073343 -> 25 150 +idx: 91 entropy_left: 1.4621038680842193 entropy_right : 0.9238422284571814 -> 25 150 +idx: 95 entropy_left: 1.4460656059951589 entropy_right : 0.8698926856041563 -> 25 150 +idx: 97 entropy_left: 1.4806821149663847 entropy_right : 0.8835850861052532 -> 25 150 +idx: 99 entropy_left: 1.4716260084832968 entropy_right : 0.8478617451660526 -> 25 150 +idx: 101 entropy_left: 1.4994716801681787 entropy_right : 0.863120568566631 -> 25 150 +idx: 102 entropy_left: 1.4949188482339508 entropy_right : 0.8426578772022391 -> 25 150 +idx: 104 entropy_left: 1.5173143758899288 entropy_right : 0.8589810370425963 -> 25 150 +idx: 105 entropy_left: 1.5128876215181606 entropy_right : 0.8366407419411673 -> 25 150 +idx: 106 entropy_left: 1.5224412847266997 entropy_right : 0.8453509366224365 -> 25 150 +idx: 107 entropy_left: 1.5180083381895495 entropy_right : 0.8203636429576732 -> 25 150 +idx: 109 entropy_left: 1.5343848620488534 entropy_right : 0.8390040613676977 -> 25 150 +idx: 110 entropy_left: 1.530122629268322 entropy_right : 0.8112781244591328 -> 25 150 +idx: 113 entropy_left: 1.5488102670635506 entropy_right : 0.8418521897563207 -> 25 150 +idx: 114 entropy_left: 1.54490062239043 entropy_right : 0.8112781244591328 -> 25 150 +idx: 117 entropy_left: 1.5579855528221356 entropy_right : 0.8453509366224365 -> 25 150 +idx: 118 entropy_left: 1.5544333664039933 entropy_right : 0.8112781244591328 -> 25 150 +idx: 120 entropy_left: 1.5607500907359895 entropy_right : 0.8366407419411673 -> 25 150 +idx: 122 entropy_left: 1.553879521231102 entropy_right : 0.74959525725948 -> 25 150 +idx: 127 entropy_left: 1.563765836340899 entropy_right : 0.828055725379504 -> 25 150 +idx: 130 entropy_left: 1.5548233543094725 entropy_right : 0.6098403047164004 -> 25 150 +idx: 132 entropy_left: 1.557232745700588 entropy_right : 0.6500224216483541 -> 25 150 +idx: 133 entropy_left: 1.5542993132861813 entropy_right : 0.5225593745369408 -> 25 150 +idx: 134 entropy_left: 1.5552054863428957 entropy_right : 0.5435644431995964 -> 25 150 +idx: 135 entropy_left: 1.552300445892517 entropy_right : 0.35335933502142136 -> 25 150 +idx: 137 entropy_left: 1.5535925258546306 entropy_right : 0.39124356362925566 -> 25 150 +idx: 138 entropy_left: 1.5508523041806783 entropy_right : 0 -> 25 150 +cut: 5.0 index: 29 +start: 25 cut: 29 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5433449229510985 ent1= 0 ent2= 1.5202013991459298 +ig= 0.07178996857783848 delta= 4.574425618359218 N 125 term 0.09222897542996876 +idx: 30 entropy_left: 0 entropy_right : 1.521677608876836 -> 29 150 +idx: 33 entropy_left: 0.8112781244591328 entropy_right : 1.4992098113026513 -> 29 150 +idx: 34 entropy_left: 0.9709505944546686 entropy_right : 1.5007111828980744 -> 29 150 +idx: 44 entropy_left: 0.5665095065529053 entropy_right : 1.3764263022492553 -> 29 150 +idx: 45 entropy_left: 0.6962122601251458 entropy_right : 1.3779796176519241 -> 29 150 +idx: 51 entropy_left: 0.5746356978376794 entropy_right : 1.2367928607774141 -> 29 150 +idx: 52 entropy_left: 0.6665783579949205 entropy_right : 1.2377158231343603 -> 29 150 +idx: 53 entropy_left: 0.6500224216483541 entropy_right : 1.2046986815511866 -> 29 150 +idx: 58 entropy_left: 0.8935711016541907 entropy_right : 1.2056112071736118 -> 29 150 +idx: 59 entropy_left: 0.8812908992306927 entropy_right : 1.167065448996099 -> 29 150 +idx: 61 entropy_left: 0.9283620723948678 entropy_right : 1.1653351793699953 -> 29 150 +idx: 62 entropy_left: 1.096139159256507 entropy_right : 1.1687172769890006 -> 29 150 +idx: 68 entropy_left: 1.1385936501543064 entropy_right : 1.1573913563403753 -> 29 150 +idx: 69 entropy_left: 1.1320689971054545 entropy_right : 1.109500797247481 -> 29 150 +idx: 70 entropy_left: 1.1339874769112017 entropy_right : 1.105866621101474 -> 29 150 +idx: 71 entropy_left: 1.221694907636328 entropy_right : 1.1104593064416028 -> 29 150 +idx: 72 entropy_left: 1.2146234752771463 entropy_right : 1.0511407586429597 -> 29 150 +idx: 74 entropy_left: 1.2145089432839293 entropy_right : 1.041722068095403 -> 29 150 +idx: 75 entropy_left: 1.2793146867260998 entropy_right : 1.0462881865460743 -> 29 150 +idx: 76 entropy_left: 1.2730452470559679 entropy_right : 0.9568886656798212 -> 29 150 +idx: 77 entropy_left: 1.271782221599798 entropy_right : 0.9505668528932196 -> 29 150 +idx: 78 entropy_left: 1.323326866652724 entropy_right : 0.9544340029249649 -> 29 150 +idx: 79 entropy_left: 1.3209242772281589 entropy_right : 0.9477073729342066 -> 29 150 +idx: 81 entropy_left: 1.3993556675323378 entropy_right : 0.9557589912150009 -> 29 150 +idx: 83 entropy_left: 1.3921472236645345 entropy_right : 0.9411864371816835 -> 29 150 +idx: 84 entropy_left: 1.4226381773606827 entropy_right : 0.9456603046006402 -> 29 150 +idx: 87 entropy_left: 1.408454322194389 entropy_right : 0.9182958340544896 -> 29 150 +idx: 88 entropy_left: 1.4348284294343598 entropy_right : 0.9235785996175947 -> 29 150 +idx: 89 entropy_left: 1.4294732983598406 entropy_right : 0.9127341558073343 -> 29 150 +idx: 91 entropy_left: 1.4725137493579352 entropy_right : 0.9238422284571814 -> 29 150 +idx: 95 entropy_left: 1.4495701653254023 entropy_right : 0.8698926856041563 -> 29 150 +idx: 97 entropy_left: 1.4836591643979629 entropy_right : 0.8835850861052532 -> 29 150 +idx: 99 entropy_left: 1.4716774936810642 entropy_right : 0.8478617451660526 -> 29 150 +idx: 101 entropy_left: 1.498872146878066 entropy_right : 0.863120568566631 -> 29 150 +idx: 102 entropy_left: 1.4930166887541538 entropy_right : 0.8426578772022391 -> 29 150 +idx: 104 entropy_left: 1.5146319490241265 entropy_right : 0.8589810370425963 -> 29 150 +idx: 105 entropy_left: 1.5090275125326515 entropy_right : 0.8366407419411673 -> 29 150 +idx: 106 entropy_left: 1.518172665753515 entropy_right : 0.8453509366224365 -> 29 150 +idx: 107 entropy_left: 1.5126362849284707 entropy_right : 0.8203636429576732 -> 29 150 +idx: 109 entropy_left: 1.5281843786247746 entropy_right : 0.8390040613676977 -> 29 150 +idx: 110 entropy_left: 1.52292446851929 entropy_right : 0.8112781244591328 -> 29 150 +idx: 113 entropy_left: 1.540319313990849 entropy_right : 0.8418521897563207 -> 29 150 +idx: 114 entropy_left: 1.5355405577499845 entropy_right : 0.8112781244591328 -> 29 150 +idx: 117 entropy_left: 1.5473158084406657 entropy_right : 0.8453509366224365 -> 29 150 +idx: 118 entropy_left: 1.543007267402686 entropy_right : 0.8112781244591328 -> 29 150 +idx: 120 entropy_left: 1.5484739108446754 entropy_right : 0.8366407419411673 -> 29 150 +idx: 122 entropy_left: 1.5402513451679312 entropy_right : 0.74959525725948 -> 29 150 +idx: 127 entropy_left: 1.5482156423395383 entropy_right : 0.828055725379504 -> 29 150 +idx: 130 entropy_left: 1.5376917861959223 entropy_right : 0.6098403047164004 -> 29 150 +idx: 132 entropy_left: 1.539449789759387 entropy_right : 0.6500224216483541 -> 29 150 +idx: 133 entropy_left: 1.5360485008483817 entropy_right : 0.5225593745369408 -> 29 150 +idx: 134 entropy_left: 1.5366468930089403 entropy_right : 0.5435644431995964 -> 29 150 +idx: 135 entropy_left: 1.5333008164572508 entropy_right : 0.35335933502142136 -> 29 150 +idx: 137 entropy_left: 1.5340120338817291 entropy_right : 0.39124356362925566 -> 29 150 +idx: 138 entropy_left: 1.530871713949455 entropy_right : 0 -> 29 150 +cut: 5.0 index: 30 +start: 29 cut: 30 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5202013991459298 ent1= 0 ent2= 1.521677608876836 +ig= 0.011099638276340196 delta= 4.6482848189674435 N 121 term 0.09549731747583441 +idx: 33 entropy_left: 0 entropy_right : 1.4992098113026513 -> 30 150 +idx: 34 entropy_left: 0.8112781244591328 entropy_right : 1.5007111828980744 -> 30 150 +idx: 44 entropy_left: 0.37123232664087563 entropy_right : 1.3764263022492553 -> 30 150 +idx: 45 entropy_left: 0.5665095065529053 entropy_right : 1.3779796176519241 -> 30 150 +idx: 51 entropy_left: 0.4537163391869448 entropy_right : 1.2367928607774141 -> 30 150 +idx: 52 entropy_left: 0.5746356978376794 entropy_right : 1.2377158231343603 -> 30 150 +idx: 53 entropy_left: 0.5586293734521992 entropy_right : 1.2046986815511866 -> 30 150 +idx: 58 entropy_left: 0.863120568566631 entropy_right : 1.2056112071736118 -> 30 150 +idx: 59 entropy_left: 0.8497511372532974 entropy_right : 1.167065448996099 -> 30 150 +idx: 61 entropy_left: 0.907165767573082 entropy_right : 1.1653351793699953 -> 30 150 +idx: 62 entropy_left: 1.079439161649138 entropy_right : 1.1687172769890006 -> 30 150 +idx: 68 entropy_left: 1.1363836745395337 entropy_right : 1.1573913563403753 -> 30 150 +idx: 69 entropy_left: 1.1287997673232602 entropy_right : 1.109500797247481 -> 30 150 +idx: 70 entropy_left: 1.1320689971054545 entropy_right : 1.105866621101474 -> 30 150 +idx: 71 entropy_left: 1.221104104343052 entropy_right : 1.1104593064416028 -> 30 150 +idx: 72 entropy_left: 1.2130604396700206 entropy_right : 1.0511407586429597 -> 30 150 +idx: 74 entropy_left: 1.215055533529583 entropy_right : 1.041722068095403 -> 30 150 +idx: 75 entropy_left: 1.2805767575096105 entropy_right : 1.0462881865460743 -> 30 150 +idx: 76 entropy_left: 1.273461732689636 entropy_right : 0.9568886656798212 -> 30 150 +idx: 77 entropy_left: 1.2730452470559679 entropy_right : 0.9505668528932196 -> 30 150 +idx: 78 entropy_left: 1.3250112108241772 entropy_right : 0.9544340029249649 -> 30 150 +idx: 79 entropy_left: 1.323326866652724 entropy_right : 0.9477073729342066 -> 30 150 +idx: 81 entropy_left: 1.402081402756032 entropy_right : 0.9557589912150009 -> 30 150 +idx: 83 entropy_left: 1.3960185675642185 entropy_right : 0.9411864371816835 -> 30 150 +idx: 84 entropy_left: 1.4265076973297228 entropy_right : 0.9456603046006402 -> 30 150 +idx: 87 entropy_left: 1.4135563800703668 entropy_right : 0.9182958340544896 -> 30 150 +idx: 88 entropy_left: 1.4398683625590178 entropy_right : 0.9235785996175947 -> 30 150 +idx: 89 entropy_left: 1.4348284294343598 entropy_right : 0.9127341558073343 -> 30 150 +idx: 91 entropy_left: 1.4776169519137876 entropy_right : 0.9238422284571814 -> 30 150 +idx: 95 entropy_left: 1.4556221732103853 entropy_right : 0.8698926856041563 -> 30 150 +idx: 97 entropy_left: 1.489391643473373 entropy_right : 0.8835850861052532 -> 30 150 +idx: 99 entropy_left: 1.4777468341000446 entropy_right : 0.8478617451660526 -> 30 150 +idx: 101 entropy_left: 1.504577050984356 entropy_right : 0.863120568566631 -> 30 150 +idx: 102 entropy_left: 1.498872146878066 entropy_right : 0.8426578772022391 -> 30 150 +idx: 104 entropy_left: 1.5200907086043647 entropy_right : 0.8589810370425963 -> 30 150 +idx: 105 entropy_left: 1.5146319490241265 entropy_right : 0.8366407419411673 -> 30 150 +idx: 106 entropy_left: 1.5235739093430942 entropy_right : 0.8453509366224365 -> 30 150 +idx: 107 entropy_left: 1.518172665753515 entropy_right : 0.8203636429576732 -> 30 150 +idx: 109 entropy_left: 1.5333121048269875 entropy_right : 0.8390040613676977 -> 30 150 +idx: 110 entropy_left: 1.5281843786247746 entropy_right : 0.8112781244591328 -> 30 150 +idx: 113 entropy_left: 1.544962682484281 entropy_right : 0.8418521897563207 -> 30 150 +idx: 114 entropy_left: 1.540319313990849 entropy_right : 0.8112781244591328 -> 30 150 +idx: 117 entropy_left: 1.551486596164451 entropy_right : 0.8453509366224365 -> 30 150 +idx: 118 entropy_left: 1.5473158084406657 entropy_right : 0.8112781244591328 -> 30 150 +idx: 120 entropy_left: 1.5523892173146852 entropy_right : 0.8366407419411673 -> 30 150 +idx: 122 entropy_left: 1.5444239694802433 entropy_right : 0.74959525725948 -> 30 150 +idx: 127 entropy_left: 1.5514723039742495 entropy_right : 0.828055725379504 -> 30 150 +idx: 130 entropy_left: 1.5413152774012366 entropy_right : 0.6098403047164004 -> 30 150 +idx: 132 entropy_left: 1.5427407553061978 entropy_right : 0.6500224216483541 -> 30 150 +idx: 133 entropy_left: 1.539449789759387 entropy_right : 0.5225593745369408 -> 30 150 +idx: 134 entropy_left: 1.5398878436678525 entropy_right : 0.5435644431995964 -> 30 150 +idx: 135 entropy_left: 1.5366468930089403 entropy_right : 0.35335933502142136 -> 30 150 +idx: 137 entropy_left: 1.5370490001936568 entropy_right : 0.39124356362925566 -> 30 150 +idx: 138 entropy_left: 1.5340120338817291 entropy_right : 0 -> 30 150 +cut: 5.1 index: 33 +start: 30 cut: 33 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.521677608876836 ent1= 0 ent2= 1.4992098113026513 +ig= 0.05994804285675093 delta= 4.57645279705217 N 120 term 0.09559392133633429 +idx: 34 entropy_left: 0 entropy_right : 1.5007111828980744 -> 33 150 +idx: 44 entropy_left: 0.4394969869215134 entropy_right : 1.3764263022492553 -> 33 150 +idx: 45 entropy_left: 0.6500224216483541 entropy_right : 1.3779796176519241 -> 33 150 +idx: 51 entropy_left: 0.5032583347756457 entropy_right : 1.2367928607774141 -> 33 150 +idx: 52 entropy_left: 0.6292492238560345 entropy_right : 1.2377158231343603 -> 33 150 +idx: 53 entropy_left: 0.6098403047164004 entropy_right : 1.2046986815511866 -> 33 150 +idx: 58 entropy_left: 0.904381457724494 entropy_right : 1.2056112071736118 -> 33 150 +idx: 59 entropy_left: 0.8904916402194913 entropy_right : 1.167065448996099 -> 33 150 +idx: 61 entropy_left: 0.9402859586706309 entropy_right : 1.1653351793699953 -> 33 150 +idx: 62 entropy_left: 1.1242592373746325 entropy_right : 1.1687172769890006 -> 33 150 +idx: 68 entropy_left: 1.1561787304889202 entropy_right : 1.1573913563403753 -> 33 150 +idx: 69 entropy_left: 1.1501854804581977 entropy_right : 1.109500797247481 -> 33 150 +idx: 70 entropy_left: 1.1500617154483042 entropy_right : 1.105866621101474 -> 33 150 +idx: 71 entropy_left: 1.2427303803729568 entropy_right : 1.1104593064416028 -> 33 150 +idx: 72 entropy_left: 1.236032213759607 entropy_right : 1.0511407586429597 -> 33 150 +idx: 74 entropy_left: 1.2319621350284407 entropy_right : 1.041722068095403 -> 33 150 +idx: 75 entropy_left: 1.2993633238421214 entropy_right : 1.0462881865460743 -> 33 150 +idx: 76 entropy_left: 1.2936094957266198 entropy_right : 0.9568886656798212 -> 33 150 +idx: 77 entropy_left: 1.2905199077676452 entropy_right : 0.9505668528932196 -> 33 150 +idx: 78 entropy_left: 1.3434702568607588 entropy_right : 0.9544340029249649 -> 33 150 +idx: 79 entropy_left: 1.3392721352590145 entropy_right : 0.9477073729342066 -> 33 150 +idx: 81 entropy_left: 1.4185644431995963 entropy_right : 0.9557589912150009 -> 33 150 +idx: 83 entropy_left: 1.4080488723348807 entropy_right : 0.9411864371816835 -> 33 150 +idx: 84 entropy_left: 1.4384630807544665 entropy_right : 0.9456603046006402 -> 33 150 +idx: 87 entropy_left: 1.4196730020815134 entropy_right : 0.9182958340544896 -> 33 150 +idx: 88 entropy_left: 1.4459033762515259 entropy_right : 0.9235785996175947 -> 33 150 +idx: 89 entropy_left: 1.4391294142581823 entropy_right : 0.9127341558073343 -> 33 150 +idx: 91 entropy_left: 1.4814308333061716 entropy_right : 0.9238422284571814 -> 33 150 +idx: 95 entropy_left: 1.4535828837865412 entropy_right : 0.8698926856041563 -> 33 150 +idx: 97 entropy_left: 1.4869015389218596 entropy_right : 0.8835850861052532 -> 33 150 +idx: 99 entropy_left: 1.47283015230032 entropy_right : 0.8478617451660526 -> 33 150 +idx: 101 entropy_left: 1.4991298893975544 entropy_right : 0.863120568566631 -> 33 150 +idx: 102 entropy_left: 1.4923596540293003 entropy_right : 0.8426578772022391 -> 33 150 +idx: 104 entropy_left: 1.5129527183657314 entropy_right : 0.8589810370425963 -> 33 150 +idx: 105 entropy_left: 1.5065420643391485 entropy_right : 0.8366407419411673 -> 33 150 +idx: 106 entropy_left: 1.5151610003501055 entropy_right : 0.8453509366224365 -> 33 150 +idx: 107 entropy_left: 1.5088745246622877 entropy_right : 0.8203636429576732 -> 33 150 +idx: 109 entropy_left: 1.5233671360000942 entropy_right : 0.8390040613676977 -> 33 150 +idx: 110 entropy_left: 1.5174480580708334 entropy_right : 0.8112781244591328 -> 33 150 +idx: 113 entropy_left: 1.5332288946792918 entropy_right : 0.8418521897563207 -> 33 150 +idx: 114 entropy_left: 1.5279067065978253 entropy_right : 0.8112781244591328 -> 33 150 +idx: 117 entropy_left: 1.538075564045685 entropy_right : 0.8453509366224365 -> 33 150 +idx: 118 entropy_left: 1.5333232048629988 entropy_right : 0.8112781244591328 -> 33 150 +idx: 120 entropy_left: 1.5377559674303916 entropy_right : 0.8366407419411673 -> 33 150 +idx: 122 entropy_left: 1.5287642104483186 entropy_right : 0.74959525725948 -> 33 150 +idx: 127 entropy_left: 1.5343941913830057 entropy_right : 0.828055725379504 -> 33 150 +idx: 130 entropy_left: 1.523071016430478 entropy_right : 0.6098403047164004 -> 33 150 +idx: 132 entropy_left: 1.5240294109795434 entropy_right : 0.6500224216483541 -> 33 150 +idx: 133 entropy_left: 1.520398271617716 entropy_right : 0.5225593745369408 -> 33 150 +idx: 134 entropy_left: 1.5206178114026545 entropy_right : 0.5435644431995964 -> 33 150 +idx: 135 entropy_left: 1.5170584650102175 entropy_right : 0.35335933502142136 -> 33 150 +idx: 137 entropy_left: 1.5170523105906335 entropy_right : 0.39124356362925566 -> 33 150 +idx: 138 entropy_left: 1.5137301230425602 entropy_right : 0 -> 33 150 +cut: 5.1 index: 34 +start: 33 cut: 34 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.4992098113026513 ent1= 0 ent2= 1.5007111828980744 +ig= 0.011325219711397994 delta= 4.648360304560994 N 117 term 0.0983447974332356 +idx: 44 entropy_left: 0 entropy_right : 1.3764263022492553 -> 34 150 +idx: 45 entropy_left: 0.4394969869215134 entropy_right : 1.3779796176519241 -> 34 150 +idx: 51 entropy_left: 0.3227569588973983 entropy_right : 1.2367928607774141 -> 34 150 +idx: 52 entropy_left: 0.5032583347756457 entropy_right : 1.2377158231343603 -> 34 150 +idx: 53 entropy_left: 0.4854607607459134 entropy_right : 1.2046986815511866 -> 34 150 +idx: 58 entropy_left: 0.8708644692353646 entropy_right : 1.2056112071736118 -> 34 150 +idx: 59 entropy_left: 0.8554508105601307 entropy_right : 1.167065448996099 -> 34 150 +idx: 61 entropy_left: 0.9182958340544896 entropy_right : 1.1653351793699953 -> 34 150 +idx: 62 entropy_left: 1.107784384952517 entropy_right : 1.1687172769890006 -> 34 150 +idx: 68 entropy_left: 1.1562272836006513 entropy_right : 1.1573913563403753 -> 34 150 +idx: 69 entropy_left: 1.1488835401005122 entropy_right : 1.109500797247481 -> 34 150 +idx: 70 entropy_left: 1.1501854804581977 entropy_right : 1.105866621101474 -> 34 150 +idx: 71 entropy_left: 1.2443013992660275 entropy_right : 1.1104593064416028 -> 34 150 +idx: 72 entropy_left: 1.2363864108712896 entropy_right : 1.0511407586429597 -> 34 150 +idx: 74 entropy_left: 1.2344977967946407 entropy_right : 1.041722068095403 -> 34 150 +idx: 75 entropy_left: 1.3026227503285144 entropy_right : 1.0462881865460743 -> 34 150 +idx: 76 entropy_left: 1.2958363892911637 entropy_right : 0.9568886656798212 -> 34 150 +idx: 77 entropy_left: 1.2936094957266198 entropy_right : 0.9505668528932196 -> 34 150 +idx: 78 entropy_left: 1.3469477860513406 entropy_right : 0.9544340029249649 -> 34 150 +idx: 79 entropy_left: 1.3434702568607588 entropy_right : 0.9477073729342066 -> 34 150 +idx: 81 entropy_left: 1.422950494647251 entropy_right : 0.9557589912150009 -> 34 150 +idx: 83 entropy_left: 1.4135682830396687 entropy_right : 0.9411864371816835 -> 34 150 +idx: 84 entropy_left: 1.4439032709191701 entropy_right : 0.9456603046006402 -> 34 150 +idx: 87 entropy_left: 1.4262873399004574 entropy_right : 0.9182958340544896 -> 34 150 +idx: 88 entropy_left: 1.4523861943352818 entropy_right : 0.9235785996175947 -> 34 150 +idx: 89 entropy_left: 1.4459033762515259 entropy_right : 0.9127341558073343 -> 34 150 +idx: 91 entropy_left: 1.4878131808507769 entropy_right : 0.9238422284571814 -> 34 150 +idx: 95 entropy_left: 1.4608248015713592 entropy_right : 0.8698926856041563 -> 34 150 +idx: 97 entropy_left: 1.4937095464322434 entropy_right : 0.8835850861052532 -> 34 150 +idx: 99 entropy_left: 1.4799337224591032 entropy_right : 0.8478617451660526 -> 34 150 +idx: 101 entropy_left: 1.5057662831867211 entropy_right : 0.863120568566631 -> 34 150 +idx: 102 entropy_left: 1.4991298893975544 entropy_right : 0.8426578772022391 -> 34 150 +idx: 104 entropy_left: 1.5192305624137816 entropy_right : 0.8589810370425963 -> 34 150 +idx: 105 entropy_left: 1.5129527183657314 entropy_right : 0.8366407419411673 -> 34 150 +idx: 106 entropy_left: 1.5213240183572947 entropy_right : 0.8453509366224365 -> 34 150 +idx: 107 entropy_left: 1.5151610003501055 entropy_right : 0.8203636429576732 -> 34 150 +idx: 109 entropy_left: 1.529162767471135 entropy_right : 0.8390040613676977 -> 34 150 +idx: 110 entropy_left: 1.5233671360000942 entropy_right : 0.8112781244591328 -> 34 150 +idx: 113 entropy_left: 1.5384204755151063 entropy_right : 0.8418521897563207 -> 34 150 +idx: 114 entropy_left: 1.5332288946792918 entropy_right : 0.8112781244591328 -> 34 150 +idx: 117 entropy_left: 1.5426918994072474 entropy_right : 0.8453509366224365 -> 34 150 +idx: 118 entropy_left: 1.538075564045685 entropy_right : 0.8112781244591328 -> 34 150 +idx: 120 entropy_left: 1.5420569181018204 entropy_right : 0.8366407419411673 -> 34 150 +idx: 122 entropy_left: 1.533320797816137 entropy_right : 0.74959525725948 -> 34 150 +idx: 127 entropy_left: 1.5379137608515965 entropy_right : 0.828055725379504 -> 34 150 +idx: 130 entropy_left: 1.5269619764446545 entropy_right : 0.6098403047164004 -> 34 150 +idx: 132 entropy_left: 1.5275487529615783 entropy_right : 0.6500224216483541 -> 34 150 +idx: 133 entropy_left: 1.5240294109795434 entropy_right : 0.5225593745369408 -> 34 150 +idx: 134 entropy_left: 1.524070562860036 entropy_right : 0.5435644431995964 -> 34 150 +idx: 135 entropy_left: 1.5206178114026545 entropy_right : 0.35335933502142136 -> 34 150 +idx: 137 entropy_left: 1.52026917047001 entropy_right : 0.39124356362925566 -> 34 150 +idx: 138 entropy_left: 1.5170523105906335 entropy_right : 0 -> 34 150 +cut: 5.2 index: 44 +start: 34 cut: 44 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.5007111828980744 ent1= 0 ent2= 1.3764263022492553 +ig= 0.24294232049789266 delta= 4.271001547828267 N 116 term 0.09583182412735038 +¡Ding! 5.2 44 +idx: 45 entropy_left: 0 entropy_right : 1.3779796176519241 -> 44 150 +idx: 51 entropy_left: 0.5916727785823275 entropy_right : 1.2367928607774141 -> 44 150 +idx: 52 entropy_left: 0.8112781244591328 entropy_right : 1.2377158231343603 -> 44 150 +idx: 53 entropy_left: 0.7642045065086203 entropy_right : 1.2046986815511866 -> 44 150 +idx: 58 entropy_left: 1.0 entropy_right : 1.2056112071736118 -> 44 150 +idx: 59 entropy_left: 0.9967916319816366 entropy_right : 1.167065448996099 -> 44 150 +idx: 61 entropy_left: 0.9975025463691153 entropy_right : 1.1653351793699953 -> 44 150 +idx: 62 entropy_left: 1.2516291673878228 entropy_right : 1.1687172769890006 -> 44 150 +idx: 68 entropy_left: 1.1431558784658322 entropy_right : 1.1573913563403753 -> 44 150 +idx: 69 entropy_left: 1.1585488318903812 entropy_right : 1.109500797247481 -> 44 150 +idx: 70 entropy_left: 1.1416195253341381 entropy_right : 1.105866621101474 -> 44 150 +idx: 71 entropy_left: 1.2538013905715866 entropy_right : 1.1104593064416028 -> 44 150 +idx: 72 entropy_left: 1.2638091738835462 entropy_right : 1.0511407586429597 -> 44 150 +idx: 74 entropy_left: 1.2309595631140104 entropy_right : 1.041722068095403 -> 44 150 +idx: 75 entropy_left: 1.307976359515949 entropy_right : 1.0462881865460743 -> 44 150 +idx: 76 entropy_left: 1.31664733333952 entropy_right : 0.9568886656798212 -> 44 150 +idx: 77 entropy_left: 1.3013862992796092 entropy_right : 0.9505668528932196 -> 44 150 +idx: 78 entropy_left: 1.3590990012374453 entropy_right : 0.9544340029249649 -> 44 150 +idx: 79 entropy_left: 1.3437884540090375 entropy_right : 0.9477073729342066 -> 44 150 +idx: 81 entropy_left: 1.4256132384104512 entropy_right : 0.9557589912150009 -> 44 150 +idx: 83 entropy_left: 1.3964017465710241 entropy_right : 0.9411864371816835 -> 44 150 +idx: 84 entropy_left: 1.4266098981515114 entropy_right : 0.9456603046006402 -> 44 150 +idx: 87 entropy_left: 1.3843662197304327 entropy_right : 0.9182958340544896 -> 44 150 +idx: 88 entropy_left: 1.4105645152423338 entropy_right : 0.9235785996175947 -> 44 150 +idx: 89 entropy_left: 1.3970713079590378 entropy_right : 0.9127341558073343 -> 44 150 +idx: 91 entropy_left: 1.4378981830488653 entropy_right : 0.9238422284571814 -> 44 150 +idx: 95 entropy_left: 1.3885087415373887 entropy_right : 0.8698926856041563 -> 44 150 +idx: 97 entropy_left: 1.4207503473571672 entropy_right : 0.8835850861052532 -> 44 150 +idx: 99 entropy_left: 1.3982088441853116 entropy_right : 0.8478617451660526 -> 44 150 +idx: 101 entropy_left: 1.4231230542732203 entropy_right : 0.863120568566631 -> 44 150 +idx: 102 entropy_left: 1.4127788804267845 entropy_right : 0.8426578772022391 -> 44 150 +idx: 104 entropy_left: 1.431578033211198 entropy_right : 0.8589810370425963 -> 44 150 +idx: 105 entropy_left: 1.4220900521936763 entropy_right : 0.8366407419411673 -> 44 150 +idx: 106 entropy_left: 1.4297712666969145 entropy_right : 0.8453509366224365 -> 44 150 +idx: 107 entropy_left: 1.4206843409707122 entropy_right : 0.8203636429576732 -> 44 150 +idx: 109 entropy_left: 1.4333020260513436 entropy_right : 0.8390040613676977 -> 44 150 +idx: 110 entropy_left: 1.4249748676560043 entropy_right : 0.8112781244591328 -> 44 150 +idx: 113 entropy_left: 1.4378209282715886 entropy_right : 0.8418521897563207 -> 44 150 +idx: 114 entropy_left: 1.43055418918351 entropy_right : 0.8112781244591328 -> 44 150 +idx: 117 entropy_left: 1.4377707632957772 entropy_right : 0.8453509366224365 -> 44 150 +idx: 118 entropy_left: 1.4314614999501034 entropy_right : 0.8112781244591328 -> 44 150 +idx: 120 entropy_left: 1.4340201993083201 entropy_right : 0.8366407419411673 -> 44 150 +idx: 122 entropy_left: 1.4224171655427815 entropy_right : 0.74959525725948 -> 44 150 +idx: 127 entropy_left: 1.4240650747143373 entropy_right : 0.828055725379504 -> 44 150 +idx: 130 entropy_left: 1.4101818214788366 entropy_right : 0.6098403047164004 -> 44 150 +idx: 132 entropy_left: 1.409921745231479 entropy_right : 0.6500224216483541 -> 44 150 +idx: 133 entropy_left: 1.4055932553758037 entropy_right : 0.5225593745369408 -> 44 150 +idx: 134 entropy_left: 1.4052570450171729 entropy_right : 0.5435644431995964 -> 44 150 +idx: 135 entropy_left: 1.4010688958809001 entropy_right : 0.35335933502142136 -> 44 150 +idx: 137 entropy_left: 1.400052234031507 entropy_right : 0.39124356362925566 -> 44 150 +idx: 138 entropy_left: 1.3962125504871692 entropy_right : 0 -> 44 150 +cut: 5.25 index: 45 +start: 44 cut: 45 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.3764263022492553 ent1= 0 ent2= 1.3779796176519241 +ig= 0.011446492311028678 delta= 4.648516135982731 N 106 term 0.10719586465706465 +idx: 51 entropy_left: 0 entropy_right : 1.2367928607774141 -> 45 150 +idx: 52 entropy_left: 0.5916727785823275 entropy_right : 1.2377158231343603 -> 45 150 +idx: 53 entropy_left: 0.5435644431995964 entropy_right : 1.2046986815511866 -> 45 150 +idx: 58 entropy_left: 0.9957274520849256 entropy_right : 1.2056112071736118 -> 45 150 +idx: 59 entropy_left: 0.9852281360342516 entropy_right : 1.167065448996099 -> 45 150 +idx: 61 entropy_left: 1.0 entropy_right : 1.1653351793699953 -> 45 150 +idx: 62 entropy_left: 1.2639334294856337 entropy_right : 1.1687172769890006 -> 45 150 +idx: 68 entropy_left: 1.1625633078480364 entropy_right : 1.1573913563403753 -> 45 150 +idx: 69 entropy_left: 1.1752835873133531 entropy_right : 1.109500797247481 -> 45 150 +idx: 70 entropy_left: 1.1585488318903812 entropy_right : 1.105866621101474 -> 45 150 +idx: 71 entropy_left: 1.2722595663292235 entropy_right : 1.1104593064416028 -> 45 150 +idx: 72 entropy_left: 1.2799749139041574 entropy_right : 1.0511407586429597 -> 45 150 +idx: 74 entropy_left: 1.2474241244334552 entropy_right : 1.041722068095403 -> 45 150 +idx: 75 entropy_left: 1.3248560371987566 entropy_right : 1.0462881865460743 -> 45 150 +idx: 76 entropy_left: 1.3317607101149553 entropy_right : 0.9568886656798212 -> 45 150 +idx: 77 entropy_left: 1.31664733333952 entropy_right : 0.9505668528932196 -> 45 150 +idx: 78 entropy_left: 1.3743214578138507 entropy_right : 0.9544340029249649 -> 45 150 +idx: 79 entropy_left: 1.3590990012374453 entropy_right : 0.9477073729342066 -> 45 150 +idx: 81 entropy_left: 1.4400876246432754 entropy_right : 0.9557589912150009 -> 45 150 +idx: 83 entropy_left: 1.4110278111359231 entropy_right : 0.9411864371816835 -> 45 150 +idx: 84 entropy_left: 1.440686881996416 entropy_right : 0.9456603046006402 -> 45 150 +idx: 87 entropy_left: 1.3984047495234926 entropy_right : 0.9182958340544896 -> 45 150 +idx: 88 entropy_left: 1.4241055030202836 entropy_right : 0.9235785996175947 -> 45 150 +idx: 89 entropy_left: 1.4105645152423338 entropy_right : 0.9127341558073343 -> 45 150 +idx: 91 entropy_left: 1.4503134017471866 entropy_right : 0.9238422284571814 -> 45 150 +idx: 95 entropy_left: 1.400766637523055 entropy_right : 0.8698926856041563 -> 45 150 +idx: 97 entropy_left: 1.4320792052110205 entropy_right : 0.8835850861052532 -> 45 150 +idx: 99 entropy_left: 1.4094544755772227 entropy_right : 0.8478617451660526 -> 45 150 +idx: 101 entropy_left: 1.4334834517752852 entropy_right : 0.863120568566631 -> 45 150 +idx: 102 entropy_left: 1.4231230542732203 entropy_right : 0.8426578772022391 -> 45 150 +idx: 104 entropy_left: 1.4410541035142095 entropy_right : 0.8589810370425963 -> 45 150 +idx: 105 entropy_left: 1.431578033211198 entropy_right : 0.8366407419411673 -> 45 150 +idx: 106 entropy_left: 1.438841894200673 entropy_right : 0.8453509366224365 -> 45 150 +idx: 107 entropy_left: 1.4297712666969145 entropy_right : 0.8203636429576732 -> 45 150 +idx: 109 entropy_left: 1.4415920755789071 entropy_right : 0.8390040613676977 -> 45 150 +idx: 110 entropy_left: 1.4333020260513436 entropy_right : 0.8112781244591328 -> 45 150 +idx: 113 entropy_left: 1.4450194734840949 entropy_right : 0.8418521897563207 -> 45 150 +idx: 114 entropy_left: 1.4378209282715886 entropy_right : 0.8112781244591328 -> 45 150 +idx: 117 entropy_left: 1.4439881597575672 entropy_right : 0.8453509366224365 -> 45 150 +idx: 118 entropy_left: 1.4377707632957772 entropy_right : 0.8112781244591328 -> 45 150 +idx: 120 entropy_left: 1.4396788919399468 entropy_right : 0.8366407419411673 -> 45 150 +idx: 122 entropy_left: 1.4282619056422832 entropy_right : 0.74959525725948 -> 45 150 +idx: 127 entropy_left: 1.4284735370493284 entropy_right : 0.828055725379504 -> 45 150 +idx: 130 entropy_left: 1.4149076471763113 entropy_right : 0.6098403047164004 -> 45 150 +idx: 132 entropy_left: 1.414152505455283 entropy_right : 0.6500224216483541 -> 45 150 +idx: 133 entropy_left: 1.409921745231479 entropy_right : 0.5225593745369408 -> 45 150 +idx: 134 entropy_left: 1.4093509832105067 entropy_right : 0.5435644431995964 -> 45 150 +idx: 135 entropy_left: 1.4052570450171729 entropy_right : 0.35335933502142136 -> 45 150 +idx: 137 entropy_left: 1.403795504390464 entropy_right : 0.39124356362925566 -> 45 150 +idx: 138 entropy_left: 1.400052234031507 entropy_right : 0 -> 45 150 +cut: 5.4 index: 51 +start: 45 cut: 51 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.3779796176519241 ent1= 0 ent2= 1.2367928607774141 +ig= 0.21186063463321947 delta= 4.220295919151194 N 105 term 0.10400700606945035 +¡Ding! 5.4 51 +idx: 52 entropy_left: 0 entropy_right : 1.2377158231343603 -> 51 150 +idx: 53 entropy_left: 1.0 entropy_right : 1.2046986815511866 -> 51 150 +idx: 58 entropy_left: 0.5916727785823275 entropy_right : 1.2056112071736118 -> 51 150 +idx: 59 entropy_left: 0.8112781244591328 entropy_right : 1.167065448996099 -> 51 150 +idx: 61 entropy_left: 0.7219280948873623 entropy_right : 1.1653351793699953 -> 51 150 +idx: 62 entropy_left: 1.0957952550009338 entropy_right : 1.1687172769890006 -> 51 150 +idx: 68 entropy_left: 0.8343470230852539 entropy_right : 1.1573913563403753 -> 51 150 +idx: 69 entropy_left: 0.9444885341662053 entropy_right : 1.109500797247481 -> 51 150 +idx: 70 entropy_left: 0.9132829641650988 entropy_right : 1.105866621101474 -> 51 150 +idx: 71 entropy_left: 1.0540157730728 entropy_right : 1.1104593064416028 -> 51 150 +idx: 72 entropy_left: 1.1254908068679135 entropy_right : 1.0511407586429597 -> 51 150 +idx: 74 entropy_left: 1.0676111603502403 entropy_right : 1.041722068095403 -> 51 150 +idx: 75 entropy_left: 1.158222675578688 entropy_right : 1.0462881865460743 -> 51 150 +idx: 76 entropy_left: 1.2098003386604828 entropy_right : 0.9568886656798212 -> 51 150 +idx: 77 entropy_left: 1.1841636411194805 entropy_right : 0.9505668528932196 -> 51 150 +idx: 78 entropy_left: 1.2486545206672304 entropy_right : 0.9544340029249649 -> 51 150 +idx: 79 entropy_left: 1.2244883781338565 entropy_right : 0.9477073729342066 -> 51 150 +idx: 81 entropy_left: 1.3125559878021227 entropy_right : 0.9557589912150009 -> 51 150 +idx: 83 entropy_left: 1.2700599575900715 entropy_right : 0.9411864371816835 -> 51 150 +idx: 84 entropy_left: 1.3019762161101505 entropy_right : 0.9456603046006402 -> 51 150 +idx: 87 entropy_left: 1.2449187529382073 entropy_right : 0.9182958340544896 -> 51 150 +idx: 88 entropy_left: 1.2730009199061236 entropy_right : 0.9235785996175947 -> 51 150 +idx: 89 entropy_left: 1.255663165580298 entropy_right : 0.9127341558073343 -> 51 150 +idx: 91 entropy_left: 1.2987949406953985 entropy_right : 0.9238422284571814 -> 51 150 +idx: 95 entropy_left: 1.2387413849552513 entropy_right : 0.8698926856041563 -> 51 150 +idx: 97 entropy_left: 1.2733306660180936 entropy_right : 0.8835850861052532 -> 51 150 +idx: 99 entropy_left: 1.24726924853191 entropy_right : 0.8478617451660526 -> 51 150 +idx: 101 entropy_left: 1.2740022896699967 entropy_right : 0.863120568566631 -> 51 150 +idx: 102 entropy_left: 1.2623741775941766 entropy_right : 0.8426578772022391 -> 51 150 +idx: 104 entropy_left: 1.2824555399511839 entropy_right : 0.8589810370425963 -> 51 150 +idx: 105 entropy_left: 1.2720236796955837 entropy_right : 0.8366407419411673 -> 51 150 +idx: 106 entropy_left: 1.2802412641697223 entropy_right : 0.8453509366224365 -> 51 150 +idx: 107 entropy_left: 1.2703862545896736 entropy_right : 0.8203636429576732 -> 51 150 +idx: 109 entropy_left: 1.2839465152590122 entropy_right : 0.8390040613676977 -> 51 150 +idx: 110 entropy_left: 1.2750978150747438 entropy_right : 0.8112781244591328 -> 51 150 +idx: 113 entropy_left: 1.2890020897815337 entropy_right : 0.8418521897563207 -> 51 150 +idx: 114 entropy_left: 1.2814952229224468 entropy_right : 0.8112781244591328 -> 51 150 +idx: 117 entropy_left: 1.2894949485898448 entropy_right : 0.8453509366224365 -> 51 150 +idx: 118 entropy_left: 1.2831665076655923 entropy_right : 0.8112781244591328 -> 51 150 +idx: 120 entropy_left: 1.2861856515445227 entropy_right : 0.8366407419411673 -> 51 150 +idx: 122 entropy_left: 1.274785294596539 entropy_right : 0.74959525725948 -> 51 150 +idx: 127 entropy_left: 1.277660052784842 entropy_right : 0.828055725379504 -> 51 150 +idx: 130 entropy_left: 1.2647051503145113 entropy_right : 0.6098403047164004 -> 51 150 +idx: 132 entropy_left: 1.2650264370370163 entropy_right : 0.6500224216483541 -> 51 150 +idx: 133 entropy_left: 1.2610549127993207 entropy_right : 0.5225593745369408 -> 51 150 +idx: 134 entropy_left: 1.2610161720734205 entropy_right : 0.5435644431995964 -> 51 150 +idx: 135 entropy_left: 1.2572038836412398 entropy_right : 0.35335933502142136 -> 51 150 +idx: 137 entropy_left: 1.2567949149026907 entropy_right : 0.39124356362925566 -> 51 150 +idx: 138 entropy_left: 1.2533710321988052 entropy_right : 0 -> 51 150 +cut: 5.45 index: 52 +start: 51 cut: 52 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2367928607774141 ent1= 0 ent2= 1.2377158231343603 +ig= 0.011579217674714037 delta= 4.646625076845563 N 99 term 0.11375085778748256 +idx: 53 entropy_left: 0 entropy_right : 1.2046986815511866 -> 52 150 +idx: 58 entropy_left: 0.6500224216483541 entropy_right : 1.2056112071736118 -> 52 150 +idx: 59 entropy_left: 0.863120568566631 entropy_right : 1.167065448996099 -> 52 150 +idx: 61 entropy_left: 0.7642045065086203 entropy_right : 1.1653351793699953 -> 52 150 +idx: 62 entropy_left: 1.1567796494470395 entropy_right : 1.1687172769890006 -> 52 150 +idx: 68 entropy_left: 0.8683927290103626 entropy_right : 1.1573913563403753 -> 52 150 +idx: 69 entropy_left: 0.9780155566622415 entropy_right : 1.109500797247481 -> 52 150 +idx: 70 entropy_left: 0.9444885341662053 entropy_right : 1.105866621101474 -> 52 150 +idx: 71 entropy_left: 1.086987702339905 entropy_right : 1.1104593064416028 -> 52 150 +idx: 72 entropy_left: 1.1567796494470395 entropy_right : 1.0511407586429597 -> 52 150 +idx: 74 entropy_left: 1.0957952550009338 entropy_right : 1.041722068095403 -> 52 150 +idx: 75 entropy_left: 1.1863929342238186 entropy_right : 1.0462881865460743 -> 52 150 +idx: 76 entropy_left: 1.2364405016961446 entropy_right : 0.9568886656798212 -> 52 150 +idx: 77 entropy_left: 1.2098003386604828 entropy_right : 0.9505668528932196 -> 52 150 +idx: 78 entropy_left: 1.2736509190759928 entropy_right : 0.9544340029249649 -> 52 150 +idx: 79 entropy_left: 1.2486545206672304 entropy_right : 0.9477073729342066 -> 52 150 +idx: 81 entropy_left: 1.334599425999111 entropy_right : 0.9557589912150009 -> 52 150 +idx: 83 entropy_left: 1.2910357498542626 entropy_right : 0.9411864371816835 -> 52 150 +idx: 84 entropy_left: 1.3218847866691474 entropy_right : 0.9456603046006402 -> 52 150 +idx: 87 entropy_left: 1.2634815907120713 entropy_right : 0.9182958340544896 -> 52 150 +idx: 88 entropy_left: 1.2907148496715317 entropy_right : 0.9235785996175947 -> 52 150 +idx: 89 entropy_left: 1.2730009199061236 entropy_right : 0.9127341558073343 -> 52 150 +idx: 91 entropy_left: 1.314427310128449 entropy_right : 0.9238422284571814 -> 52 150 +idx: 95 entropy_left: 1.2533610514248106 entropy_right : 0.8698926856041563 -> 52 150 +idx: 97 entropy_left: 1.2866280229807059 entropy_right : 0.8835850861052532 -> 52 150 +idx: 99 entropy_left: 1.2602078229255897 entropy_right : 0.8478617451660526 -> 52 150 +idx: 101 entropy_left: 1.285743981839722 entropy_right : 0.863120568566631 -> 52 150 +idx: 102 entropy_left: 1.2740022896699967 entropy_right : 0.8426578772022391 -> 52 150 +idx: 104 entropy_left: 1.2929449855174395 entropy_right : 0.8589810370425963 -> 52 150 +idx: 105 entropy_left: 1.2824555399511839 entropy_right : 0.8366407419411673 -> 52 150 +idx: 106 entropy_left: 1.290137339650643 entropy_right : 0.8453509366224365 -> 52 150 +idx: 107 entropy_left: 1.2802412641697223 entropy_right : 0.8203636429576732 -> 52 150 +idx: 109 entropy_left: 1.2927975726087082 entropy_right : 0.8390040613676977 -> 52 150 +idx: 110 entropy_left: 1.2839465152590122 entropy_right : 0.8112781244591328 -> 52 150 +idx: 113 entropy_left: 1.2964607361371667 entropy_right : 0.8418521897563207 -> 52 150 +idx: 114 entropy_left: 1.2890020897815337 entropy_right : 0.8112781244591328 -> 52 150 +idx: 117 entropy_left: 1.2957378005380122 entropy_right : 0.8453509366224365 -> 52 150 +idx: 118 entropy_left: 1.2894949485898448 entropy_right : 0.8112781244591328 -> 52 150 +idx: 120 entropy_left: 1.2917436782389615 entropy_right : 0.8366407419411673 -> 52 150 +idx: 122 entropy_left: 1.2805280377491564 entropy_right : 0.74959525725948 -> 52 150 +idx: 127 entropy_left: 1.2817402106919733 entropy_right : 0.828055725379504 -> 52 150 +idx: 130 entropy_left: 1.269129492403553 entropy_right : 0.6098403047164004 -> 52 150 +idx: 132 entropy_left: 1.26889047905874 entropy_right : 0.6500224216483541 -> 52 150 +idx: 133 entropy_left: 1.2650264370370163 entropy_right : 0.5225593745369408 -> 52 150 +idx: 134 entropy_left: 1.2647242262739549 entropy_right : 0.5435644431995964 -> 52 150 +idx: 135 entropy_left: 1.2610161720734205 entropy_right : 0.35335933502142136 -> 52 150 +idx: 137 entropy_left: 1.2601109425506647 entropy_right : 0.39124356362925566 -> 52 150 +idx: 138 entropy_left: 1.2567949149026907 entropy_right : 0 -> 52 150 +cut: 5.5 index: 53 +start: 52 cut: 53 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2377158231343603 ent1= 0 ent2= 1.2046986815511866 +ig= 0.04530998527247143 delta= 4.544804765025203 N 98 term 0.11372160823686052 +idx: 58 entropy_left: 0 entropy_right : 1.2056112071736118 -> 53 150 +idx: 59 entropy_left: 0.6500224216483541 entropy_right : 1.167065448996099 -> 53 150 +idx: 61 entropy_left: 0.5435644431995964 entropy_right : 1.1653351793699953 -> 53 150 +idx: 62 entropy_left: 0.9864267287308424 entropy_right : 1.1687172769890006 -> 53 150 +idx: 68 entropy_left: 0.6998428398862386 entropy_right : 1.1573913563403753 -> 53 150 +idx: 69 entropy_left: 0.8683927290103626 entropy_right : 1.109500797247481 -> 53 150 +idx: 70 entropy_left: 0.8343470230852539 entropy_right : 1.105866621101474 -> 53 150 +idx: 71 entropy_left: 0.9864267287308424 entropy_right : 1.1104593064416028 -> 53 150 +idx: 72 entropy_left: 1.086987702339905 entropy_right : 1.0511407586429597 -> 53 150 +idx: 74 entropy_left: 1.0230370655328809 entropy_right : 1.041722068095403 -> 53 150 +idx: 75 entropy_left: 1.1180782093497093 entropy_right : 1.0462881865460743 -> 53 150 +idx: 76 entropy_left: 1.1863929342238186 entropy_right : 0.9568886656798212 -> 53 150 +idx: 77 entropy_left: 1.158222675578688 entropy_right : 0.9505668528932196 -> 53 150 +idx: 78 entropy_left: 1.224381457724494 entropy_right : 0.9544340029249649 -> 53 150 +idx: 79 entropy_left: 1.198183947911799 entropy_right : 0.9477073729342066 -> 53 150 +idx: 81 entropy_left: 1.287054028118727 entropy_right : 0.9557589912150009 -> 53 150 +idx: 83 entropy_left: 1.2419460322060458 entropy_right : 0.9411864371816835 -> 53 150 +idx: 84 entropy_left: 1.2738722345110536 entropy_right : 0.9456603046006402 -> 53 150 +idx: 87 entropy_left: 1.2141272693763827 entropy_right : 0.9182958340544896 -> 53 150 +idx: 88 entropy_left: 1.2423708743932154 entropy_right : 0.9235785996175947 -> 53 150 +idx: 89 entropy_left: 1.224394445405986 entropy_right : 0.9127341558073343 -> 53 150 +idx: 91 entropy_left: 1.2674438038072338 entropy_right : 0.9238422284571814 -> 53 150 +idx: 95 entropy_left: 1.2060026902433665 entropy_right : 0.8698926856041563 -> 53 150 +idx: 97 entropy_left: 1.2406705316766886 entropy_right : 0.8835850861052532 -> 53 150 +idx: 99 entropy_left: 1.214295263080721 entropy_right : 0.8478617451660526 -> 53 150 +idx: 101 entropy_left: 1.2410106928656977 entropy_right : 0.863120568566631 -> 53 150 +idx: 102 entropy_left: 1.2293413843029717 entropy_right : 0.8426578772022391 -> 53 150 +idx: 104 entropy_left: 1.2492864082069246 entropy_right : 0.8589810370425963 -> 53 150 +idx: 105 entropy_left: 1.2389012566026305 entropy_right : 0.8366407419411673 -> 53 150 +idx: 106 entropy_left: 1.2470361469923357 entropy_right : 0.8453509366224365 -> 53 150 +idx: 107 entropy_left: 1.237260201421159 entropy_right : 0.8203636429576732 -> 53 150 +idx: 109 entropy_left: 1.2506472668030133 entropy_right : 0.8390040613676977 -> 53 150 +idx: 110 entropy_left: 1.2419363412184317 entropy_right : 0.8112781244591328 -> 53 150 +idx: 113 entropy_left: 1.2555367253996503 entropy_right : 0.8418521897563207 -> 53 150 +idx: 114 entropy_left: 1.2482389571842902 entropy_right : 0.8112781244591328 -> 53 150 +idx: 117 entropy_left: 1.2559170259774697 entropy_right : 0.8453509366224365 -> 53 150 +idx: 118 entropy_left: 1.2498492777008952 entropy_right : 0.8112781244591328 -> 53 150 +idx: 120 entropy_left: 1.2526673604527443 entropy_right : 0.8366407419411673 -> 53 150 +idx: 122 entropy_left: 1.2418112963539676 entropy_right : 0.74959525725948 -> 53 150 +idx: 127 entropy_left: 1.2443013992660277 entropy_right : 0.828055725379504 -> 53 150 +idx: 130 entropy_left: 1.2322458629112465 entropy_right : 0.6098403047164004 -> 53 150 +idx: 132 entropy_left: 1.232472282457445 entropy_right : 0.6500224216483541 -> 53 150 +idx: 133 entropy_left: 1.228789740397119 entropy_right : 0.5225593745369408 -> 53 150 +idx: 134 entropy_left: 1.22871127017127 entropy_right : 0.5435644431995964 -> 53 150 +idx: 135 entropy_left: 1.2251826138221809 entropy_right : 0.35335933502142136 -> 53 150 +idx: 137 entropy_left: 1.2247083872970776 entropy_right : 0.39124356362925566 -> 53 150 +idx: 138 entropy_left: 1.2215701626281463 entropy_right : 0 -> 53 150 +cut: 5.5 index: 58 +start: 53 cut: 58 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2046986815511866 ent1= 0 ent2= 1.2056112071736118 +ig= 0.06123238196384362 delta= 4.646593766642 N 97 term 0.11578923986972327 +idx: 59 entropy_left: 0 entropy_right : 1.167065448996099 -> 58 150 +idx: 61 entropy_left: 0.9182958340544896 entropy_right : 1.1653351793699953 -> 58 150 +idx: 62 entropy_left: 1.5 entropy_right : 1.1687172769890006 -> 58 150 +idx: 68 entropy_left: 0.9219280948873623 entropy_right : 1.1573913563403753 -> 58 150 +idx: 69 entropy_left: 1.0957952550009338 entropy_right : 1.109500797247481 -> 58 150 +idx: 70 entropy_left: 1.0408520829727552 entropy_right : 1.105866621101474 -> 58 150 +idx: 71 entropy_left: 1.198183947911799 entropy_right : 1.1104593064416028 -> 58 150 +idx: 72 entropy_left: 1.287054028118727 entropy_right : 1.0511407586429597 -> 58 150 +idx: 74 entropy_left: 1.1994602933016414 entropy_right : 1.041722068095403 -> 58 150 +idx: 75 entropy_left: 1.289608558348151 entropy_right : 1.0462881865460743 -> 58 150 +idx: 76 entropy_left: 1.3472230399326601 entropy_right : 0.9568886656798212 -> 58 150 +idx: 77 entropy_left: 1.312430802347936 entropy_right : 0.9505668528932196 -> 58 150 +idx: 78 entropy_left: 1.3709505944546687 entropy_right : 0.9544340029249649 -> 58 150 +idx: 79 entropy_left: 1.3396642639295127 entropy_right : 0.9477073729342066 -> 58 150 +idx: 81 entropy_left: 1.4098449412673983 entropy_right : 0.9557589912150009 -> 58 150 +idx: 83 entropy_left: 1.359330832236536 entropy_right : 0.9411864371816835 -> 58 150 +idx: 84 entropy_left: 1.3829457416591304 entropy_right : 0.9456603046006402 -> 58 150 +idx: 87 entropy_left: 1.3162522199425772 entropy_right : 0.9182958340544896 -> 58 150 +idx: 88 entropy_left: 1.3382689280764646 entropy_right : 0.9235785996175947 -> 58 150 +idx: 89 entropy_left: 1.3183697698891939 entropy_right : 0.9127341558073343 -> 58 150 +idx: 91 entropy_left: 1.3495485525614308 entropy_right : 0.9238422284571814 -> 58 150 +idx: 95 entropy_left: 1.283474826759087 entropy_right : 0.8698926856041563 -> 58 150 +idx: 97 entropy_left: 1.309466962504167 entropy_right : 0.8835850861052532 -> 58 150 +idx: 99 entropy_left: 1.2815531082029132 entropy_right : 0.8478617451660526 -> 58 150 +idx: 101 entropy_left: 1.3006979255585032 entropy_right : 0.863120568566631 -> 58 150 +idx: 102 entropy_left: 1.288649764535596 entropy_right : 0.8426578772022391 -> 58 150 +idx: 104 entropy_left: 1.301574289281613 entropy_right : 0.8589810370425963 -> 58 150 +idx: 105 entropy_left: 1.2911428397964957 entropy_right : 0.8366407419411673 -> 58 150 +idx: 106 entropy_left: 1.2960285244780434 entropy_right : 0.8453509366224365 -> 58 150 +idx: 107 entropy_left: 1.286285229444419 entropy_right : 0.8203636429576732 -> 58 150 +idx: 109 entropy_left: 1.2936692523040243 entropy_right : 0.8390040613676977 -> 58 150 +idx: 110 entropy_left: 1.285207571715559 entropy_right : 0.8112781244591328 -> 58 150 +idx: 113 entropy_left: 1.2906516322752029 entropy_right : 0.8418521897563207 -> 58 150 +idx: 114 entropy_left: 1.2838868242312453 entropy_right : 0.8112781244591328 -> 58 150 +idx: 117 entropy_left: 1.284285038978389 entropy_right : 0.8453509366224365 -> 58 150 +idx: 118 entropy_left: 1.2789490895024977 entropy_right : 0.8112781244591328 -> 58 150 +idx: 120 entropy_left: 1.2773890816706368 entropy_right : 0.8366407419411673 -> 58 150 +idx: 122 entropy_left: 1.2680161172305842 entropy_right : 0.74959525725948 -> 58 150 +idx: 127 entropy_left: 1.261205530128474 entropy_right : 0.828055725379504 -> 58 150 +idx: 130 entropy_left: 1.2516291673878228 entropy_right : 0.6098403047164004 -> 58 150 +idx: 132 entropy_left: 1.2487636811095608 entropy_right : 0.6500224216483541 -> 58 150 +idx: 133 entropy_left: 1.2458385420854454 entropy_right : 0.5225593745369408 -> 58 150 +idx: 134 entropy_left: 1.2443133013206253 entropy_right : 0.5435644431995964 -> 58 150 +idx: 135 entropy_left: 1.2415118510334717 entropy_right : 0.35335933502142136 -> 58 150 +idx: 137 entropy_left: 1.238324798314731 entropy_right : 0.39124356362925566 -> 58 150 +idx: 138 entropy_left: 1.235922331588627 entropy_right : 0 -> 58 150 +cut: 5.55 index: 59 +start: 58 cut: 59 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.2056112071736118 ent1= 0 ent2= 1.167065448996099 +ig= 0.051231252188340015 delta= 4.528218915242186 N 92 term 0.11995666908087914 +idx: 61 entropy_left: 0 entropy_right : 1.1653351793699953 -> 59 150 +idx: 62 entropy_left: 0.9182958340544896 entropy_right : 1.1687172769890006 -> 59 150 +idx: 68 entropy_left: 0.5032583347756457 entropy_right : 1.1573913563403753 -> 59 150 +idx: 69 entropy_left: 0.9219280948873623 entropy_right : 1.109500797247481 -> 59 150 +idx: 70 entropy_left: 0.8658566174572235 entropy_right : 1.105866621101474 -> 59 150 +idx: 71 entropy_left: 1.0408520829727552 entropy_right : 1.1104593064416028 -> 59 150 +idx: 72 entropy_left: 1.198183947911799 entropy_right : 1.0511407586429597 -> 59 150 +idx: 74 entropy_left: 1.103307408607834 entropy_right : 1.041722068095403 -> 59 150 +idx: 75 entropy_left: 1.1994602933016414 entropy_right : 1.0462881865460743 -> 59 150 +idx: 76 entropy_left: 1.289608558348151 entropy_right : 0.9568886656798212 -> 59 150 +idx: 77 entropy_left: 1.2516291673878228 entropy_right : 0.9505668528932196 -> 59 150 +idx: 78 entropy_left: 1.3124308023479359 entropy_right : 0.9544340029249649 -> 59 150 +idx: 79 entropy_left: 1.278897902987479 entropy_right : 0.9477073729342066 -> 59 150 +idx: 81 entropy_left: 1.3516871258043608 entropy_right : 0.9557589912150009 -> 59 150 +idx: 83 entropy_left: 1.2987949406953985 entropy_right : 0.9411864371816835 -> 59 150 +idx: 84 entropy_left: 1.3234669541469457 entropy_right : 0.9456603046006402 -> 59 150 +idx: 87 entropy_left: 1.2550327083958783 entropy_right : 0.9182958340544896 -> 59 150 +idx: 88 entropy_left: 1.2782038389853276 entropy_right : 0.9235785996175947 -> 59 150 +idx: 89 entropy_left: 1.258040253688799 entropy_right : 0.9127341558073343 -> 59 150 +idx: 91 entropy_left: 1.2911002747979619 entropy_right : 0.9238422284571814 -> 59 150 +idx: 95 entropy_left: 1.2250335169881907 entropy_right : 0.8698926856041563 -> 59 150 +idx: 97 entropy_left: 1.252760079229674 entropy_right : 0.8835850861052532 -> 59 150 +idx: 99 entropy_left: 1.2251570385077257 entropy_right : 0.8478617451660526 -> 59 150 +idx: 101 entropy_left: 1.2457873952707117 entropy_right : 0.863120568566631 -> 59 150 +idx: 102 entropy_left: 1.2339557062686486 entropy_right : 0.8426578772022391 -> 59 150 +idx: 104 entropy_left: 1.2481570924667444 entropy_right : 0.8589810370425963 -> 59 150 +idx: 105 entropy_left: 1.237978259087945 entropy_right : 0.8366407419411673 -> 59 150 +idx: 106 entropy_left: 1.2434459078088524 entropy_right : 0.8453509366224365 -> 59 150 +idx: 107 entropy_left: 1.2339688836163196 entropy_right : 0.8203636429576732 -> 59 150 +idx: 109 entropy_left: 1.2424272282706346 entropy_right : 0.8390040613676977 -> 59 150 +idx: 110 entropy_left: 1.2342496730246095 entropy_right : 0.8112781244591328 -> 59 150 +idx: 113 entropy_left: 1.2411128360359944 entropy_right : 0.8418521897563207 -> 59 150 +idx: 114 entropy_left: 1.2346487866075766 entropy_right : 0.8112781244591328 -> 59 150 +idx: 117 entropy_left: 1.2362911655622766 entropy_right : 0.8453509366224365 -> 59 150 +idx: 118 entropy_left: 1.2312637634546426 entropy_right : 0.8112781244591328 -> 59 150 +idx: 120 entropy_left: 1.2304597034223903 entropy_right : 0.8366407419411673 -> 59 150 +idx: 122 entropy_left: 1.221694907636328 entropy_right : 0.74959525725948 -> 59 150 +idx: 127 entropy_left: 1.216582055353392 entropy_right : 0.828055725379504 -> 59 150 +idx: 130 entropy_left: 1.2078853229682496 entropy_right : 0.6098403047164004 -> 59 150 +idx: 132 entropy_left: 1.2056338170088083 entropy_right : 0.6500224216483541 -> 59 150 +idx: 133 entropy_left: 1.2029885192377856 entropy_right : 0.5225593745369408 -> 59 150 +idx: 134 entropy_left: 1.2017577888491018 entropy_right : 0.5435644431995964 -> 59 150 +idx: 135 entropy_left: 1.1992296370476179 entropy_right : 0.35335933502142136 -> 59 150 +idx: 137 entropy_left: 1.1966085324354425 entropy_right : 0.39124356362925566 -> 59 150 +idx: 138 entropy_left: 1.1944725384801118 entropy_right : 0 -> 59 150 +cut: 5.6 index: 61 +start: 59 cut: 61 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.167065448996099 ent1= 0 ent2= 1.1653351793699953 +ig= 0.027342031810059675 delta= 4.638665380896414 N 91 term 0.12231338985962735 +idx: 62 entropy_left: 0 entropy_right : 1.1687172769890006 -> 61 150 +idx: 68 entropy_left: 0.5916727785823275 entropy_right : 1.1573913563403753 -> 61 150 +idx: 69 entropy_left: 1.061278124459133 entropy_right : 1.109500797247481 -> 61 150 +idx: 70 entropy_left: 0.9864267287308424 entropy_right : 1.105866621101474 -> 61 150 +idx: 71 entropy_left: 1.1567796494470395 entropy_right : 1.1104593064416028 -> 61 150 +idx: 72 entropy_left: 1.3092966682370037 entropy_right : 1.0511407586429597 -> 61 150 +idx: 74 entropy_left: 1.198183947911799 entropy_right : 1.041722068095403 -> 61 150 +idx: 75 entropy_left: 1.287054028118727 entropy_right : 1.0462881865460743 -> 61 150 +idx: 76 entropy_left: 1.3709505944546687 entropy_right : 0.9568886656798212 -> 61 150 +idx: 77 entropy_left: 1.3294340029249652 entropy_right : 0.9505668528932196 -> 61 150 +idx: 78 entropy_left: 1.383099991189334 entropy_right : 0.9544340029249649 -> 61 150 +idx: 79 entropy_left: 1.3472230399326601 entropy_right : 0.9477073729342066 -> 61 150 +idx: 81 entropy_left: 1.4060075793123286 entropy_right : 0.9557589912150009 -> 61 150 +idx: 83 entropy_left: 1.3516871258043608 entropy_right : 0.9411864371816835 -> 61 150 +idx: 84 entropy_left: 1.370862465083061 entropy_right : 0.9456603046006402 -> 61 150 +idx: 87 entropy_left: 1.3001946428885267 entropy_right : 0.9182958340544896 -> 61 150 +idx: 88 entropy_left: 1.3195212983796363 entropy_right : 0.9235785996175947 -> 61 150 +idx: 89 entropy_left: 1.2987207862212027 entropy_right : 0.9127341558073343 -> 61 150 +idx: 91 entropy_left: 1.3248560371987566 entropy_right : 0.9238422284571814 -> 61 150 +idx: 95 entropy_left: 1.2576735962682495 entropy_right : 0.8698926856041563 -> 61 150 +idx: 97 entropy_left: 1.280672129520887 entropy_right : 0.8835850861052532 -> 61 150 +idx: 99 entropy_left: 1.252760079229674 entropy_right : 0.8478617451660526 -> 61 150 +idx: 101 entropy_left: 1.269433559880332 entropy_right : 0.863120568566631 -> 61 150 +idx: 102 entropy_left: 1.2576262380747258 entropy_right : 0.8426578772022391 -> 61 150 +idx: 104 entropy_left: 1.2682650449469532 entropy_right : 0.8589810370425963 -> 61 150 +idx: 105 entropy_left: 1.2582658857615794 entropy_right : 0.8366407419411673 -> 61 150 +idx: 106 entropy_left: 1.2621161952677336 entropy_right : 0.8453509366224365 -> 61 150 +idx: 107 entropy_left: 1.2528404674681515 entropy_right : 0.8203636429576732 -> 61 150 +idx: 109 entropy_left: 1.2583595230282398 entropy_right : 0.8390040613676977 -> 61 150 +idx: 110 entropy_left: 1.2504757050130606 entropy_right : 0.8112781244591328 -> 61 150 +idx: 113 entropy_left: 1.2534330706295986 entropy_right : 0.8418521897563207 -> 61 150 +idx: 114 entropy_left: 1.2473860973972197 entropy_right : 0.8112781244591328 -> 61 150 +idx: 117 entropy_left: 1.2456186709121666 entropy_right : 0.8453509366224365 -> 61 150 +idx: 118 entropy_left: 1.2410875386343703 entropy_right : 0.8112781244591328 -> 61 150 +idx: 120 entropy_left: 1.2382651015774901 entropy_right : 0.8366407419411673 -> 61 150 +idx: 122 entropy_left: 1.2304597034223903 entropy_right : 0.74959525725948 -> 61 150 +idx: 127 entropy_left: 1.2211369508106262 entropy_right : 0.828055725379504 -> 61 150 +idx: 130 entropy_left: 1.213906716130705 entropy_right : 0.6098403047164004 -> 61 150 +idx: 132 entropy_left: 1.2102772503893786 entropy_right : 0.6500224216483541 -> 61 150 +idx: 133 entropy_left: 1.2080704223069119 entropy_right : 0.5225593745369408 -> 61 150 +idx: 134 entropy_left: 1.206198549451098 entropy_right : 0.5435644431995964 -> 61 150 +idx: 135 entropy_left: 1.2040872420186723 entropy_right : 0.35335933502142136 -> 61 150 +idx: 137 entropy_left: 1.2002701176230874 entropy_right : 0.39124356362925566 -> 61 150 +idx: 138 entropy_left: 1.198547104867554 entropy_right : 0 -> 61 150 +cut: 5.6 index: 62 +start: 61 cut: 62 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1653351793699953 ent1= 0 ent2= 1.1687172769890006 +ig= 0.009749557178623913 delta= 4.65400248263174 N 89 term 0.1248700460816746 +idx: 68 entropy_left: 0 entropy_right : 1.1573913563403753 -> 62 150 +idx: 69 entropy_left: 0.5916727785823275 entropy_right : 1.109500797247481 -> 62 150 +idx: 70 entropy_left: 0.5435644431995964 entropy_right : 1.105866621101474 -> 62 150 +idx: 71 entropy_left: 0.9864267287308424 entropy_right : 1.1104593064416028 -> 62 150 +idx: 72 entropy_left: 1.1567796494470395 entropy_right : 1.0511407586429597 -> 62 150 +idx: 74 entropy_left: 1.0408520829727552 entropy_right : 1.041722068095403 -> 62 150 +idx: 75 entropy_left: 1.198183947911799 entropy_right : 1.0462881865460743 -> 62 150 +idx: 76 entropy_left: 1.287054028118727 entropy_right : 0.9568886656798212 -> 62 150 +idx: 77 entropy_left: 1.2419460322060458 entropy_right : 0.9505668528932196 -> 62 150 +idx: 78 entropy_left: 1.3294340029249652 entropy_right : 0.9544340029249649 -> 62 150 +idx: 79 entropy_left: 1.289608558348151 entropy_right : 0.9477073729342066 -> 62 150 +idx: 81 entropy_left: 1.383807735464083 entropy_right : 0.9557589912150009 -> 62 150 +idx: 83 entropy_left: 1.322305788853309 entropy_right : 0.9411864371816835 -> 62 150 +idx: 84 entropy_left: 1.3516871258043608 entropy_right : 0.9456603046006402 -> 62 150 +idx: 87 entropy_left: 1.2732696895151085 entropy_right : 0.9182958340544896 -> 62 150 +idx: 88 entropy_left: 1.3001946428885267 entropy_right : 0.9235785996175947 -> 62 150 +idx: 89 entropy_left: 1.2773600852070808 entropy_right : 0.9127341558073343 -> 62 150 +idx: 91 entropy_left: 1.3141506221482602 entropy_right : 0.9238422284571814 -> 62 150 +idx: 95 entropy_left: 1.2406705316766886 entropy_right : 0.8698926856041563 -> 62 150 +idx: 97 entropy_left: 1.2707886973584608 entropy_right : 0.8835850861052532 -> 62 150 +idx: 99 entropy_left: 1.2405193035617867 entropy_right : 0.8478617451660526 -> 62 150 +idx: 101 entropy_left: 1.2622604540594544 entropy_right : 0.863120568566631 -> 62 150 +idx: 102 entropy_left: 1.249435498504727 entropy_right : 0.8426578772022391 -> 62 150 +idx: 104 entropy_left: 1.2638091738835462 entropy_right : 0.8589810370425963 -> 62 150 +idx: 105 entropy_left: 1.2529007737565314 entropy_right : 0.8366407419411673 -> 62 150 +idx: 106 entropy_left: 1.2582658857615794 entropy_right : 0.8453509366224365 -> 62 150 +idx: 107 entropy_left: 1.2481570924667444 entropy_right : 0.8203636429576732 -> 62 150 +idx: 109 entropy_left: 1.2561852304054355 entropy_right : 0.8390040613676977 -> 62 150 +idx: 110 entropy_left: 1.2475562489182657 entropy_right : 0.8112781244591328 -> 62 150 +idx: 113 entropy_left: 1.2532975784630431 entropy_right : 0.8418521897563207 -> 62 150 +idx: 114 entropy_left: 1.2466033489462778 entropy_right : 0.8112781244591328 -> 62 150 +idx: 117 entropy_left: 1.2468156164867663 entropy_right : 0.8453509366224365 -> 62 150 +idx: 118 entropy_left: 1.2417221295902683 entropy_right : 0.8112781244591328 -> 62 150 +idx: 120 entropy_left: 1.2399160118080643 entropy_right : 0.8366407419411673 -> 62 150 +idx: 122 entropy_left: 1.2311171656781021 entropy_right : 0.74959525725948 -> 62 150 +idx: 127 entropy_left: 1.223674601549228 entropy_right : 0.828055725379504 -> 62 150 +idx: 130 entropy_left: 1.2152759335052197 entropy_right : 0.6098403047164004 -> 62 150 +idx: 132 entropy_left: 1.212231159180624 entropy_right : 0.6500224216483541 -> 62 150 +idx: 133 entropy_left: 1.2096795274755798 entropy_right : 0.5225593745369408 -> 62 150 +idx: 134 entropy_left: 1.2080704223069119 entropy_right : 0.5435644431995964 -> 62 150 +idx: 135 entropy_left: 1.2056338170088083 entropy_right : 0.35335933502142136 -> 62 150 +idx: 137 entropy_left: 1.2022921890824148 entropy_right : 0.39124356362925566 -> 62 150 +idx: 138 entropy_left: 1.2002701176230874 entropy_right : 0 -> 62 150 +cut: 5.7 index: 68 +start: 62 cut: 68 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1687172769890006 ent1= 0 ent2= 1.1573913563403753 +ig= 0.09023896767183293 delta= 4.609878427828848 N 88 term 0.12560024913269974 +idx: 69 entropy_left: 0 entropy_right : 1.109500797247481 -> 68 150 +idx: 70 entropy_left: 1.0 entropy_right : 1.105866621101474 -> 68 150 +idx: 71 entropy_left: 1.584962500721156 entropy_right : 1.1104593064416028 -> 68 150 +idx: 72 entropy_left: 1.5 entropy_right : 1.0511407586429597 -> 68 150 +idx: 74 entropy_left: 1.4591479170272448 entropy_right : 1.041722068095403 -> 68 150 +idx: 75 entropy_left: 1.5566567074628228 entropy_right : 1.0462881865460743 -> 68 150 +idx: 76 entropy_left: 1.5612781244591327 entropy_right : 0.9568886656798212 -> 68 150 +idx: 77 entropy_left: 1.5304930567574824 entropy_right : 0.9505668528932196 -> 68 150 +idx: 78 entropy_left: 1.5709505944546684 entropy_right : 0.9544340029249649 -> 68 150 +idx: 79 entropy_left: 1.5394847569315018 entropy_right : 0.9477073729342066 -> 68 150 +idx: 81 entropy_left: 1.5485806065228545 entropy_right : 0.9557589912150009 -> 68 150 +idx: 83 entropy_left: 1.5058231002082845 entropy_right : 0.9411864371816835 -> 68 150 +idx: 84 entropy_left: 1.5052408149441479 entropy_right : 0.9456603046006402 -> 68 150 +idx: 87 entropy_left: 1.432983121056005 entropy_right : 0.9182958340544896 -> 68 150 +idx: 88 entropy_left: 1.4406454496153462 entropy_right : 0.9235785996175947 -> 68 150 +idx: 89 entropy_left: 1.4180260055608096 entropy_right : 0.9127341558073343 -> 68 150 +idx: 91 entropy_left: 1.4219115073546411 entropy_right : 0.9238422284571814 -> 68 150 +idx: 95 entropy_left: 1.3516441151533924 entropy_right : 0.8698926856041563 -> 68 150 +idx: 97 entropy_left: 1.3610156764620025 entropy_right : 0.8835850861052532 -> 68 150 +idx: 99 entropy_left: 1.3317607101149556 entropy_right : 0.8478617451660526 -> 68 150 +idx: 101 entropy_left: 1.336894963623501 entropy_right : 0.863120568566631 -> 68 150 +idx: 102 entropy_left: 1.3251318452515368 entropy_right : 0.8426578772022391 -> 68 150 +idx: 104 entropy_left: 1.3250112108241772 entropy_right : 0.8589810370425963 -> 68 150 +idx: 105 entropy_left: 1.315700144231129 entropy_right : 0.8366407419411673 -> 68 150 +idx: 106 entropy_left: 1.3146246119280174 entropy_right : 0.8453509366224365 -> 68 150 +idx: 107 entropy_left: 1.3060830034799225 entropy_right : 0.8203636429576732 -> 68 150 +idx: 109 entropy_left: 1.3026227503285146 entropy_right : 0.8390040613676977 -> 68 150 +idx: 110 entropy_left: 1.2958363892911637 entropy_right : 0.8112781244591328 -> 68 150 +idx: 113 entropy_left: 1.2866926683547546 entropy_right : 0.8418521897563207 -> 68 150 +idx: 114 entropy_left: 1.2822348040887959 entropy_right : 0.8112781244591328 -> 68 150 +idx: 117 entropy_left: 1.2697816169827234 entropy_right : 0.8453509366224365 -> 68 150 +idx: 118 entropy_left: 1.2671379395990745 entropy_right : 0.8112781244591328 -> 68 150 +idx: 120 entropy_left: 1.2579734650037238 entropy_right : 0.8366407419411673 -> 68 150 +idx: 122 entropy_left: 1.2537259296042096 entropy_right : 0.74959525725948 -> 68 150 +idx: 127 entropy_left: 1.2312637634546426 entropy_right : 0.828055725379504 -> 68 150 +idx: 130 entropy_left: 1.22934290810027 entropy_right : 0.6098403047164004 -> 68 150 +idx: 132 entropy_left: 1.2214713865842914 entropy_right : 0.6500224216483541 -> 68 150 +idx: 133 entropy_left: 1.2208087007255004 entropy_right : 0.5225593745369408 -> 68 150 +idx: 134 entropy_left: 1.2169687714285353 entropy_right : 0.5435644431995964 -> 68 150 +idx: 135 entropy_left: 1.216307966981197 entropy_right : 0.35335933502142136 -> 68 150 +idx: 137 entropy_left: 1.2088301752949477 entropy_right : 0.39124356362925566 -> 68 150 +idx: 138 entropy_left: 1.208536257286683 entropy_right : 0 -> 68 150 +cut: 5.7 index: 69 +start: 68 cut: 69 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1573913563403753 ent1= 0 ent2= 1.109500797247481 +ig= 0.061421056620302616 delta= 4.500184512496042 N 82 term 0.13219554287049595 +idx: 70 entropy_left: 0 entropy_right : 1.105866621101474 -> 69 150 +idx: 71 entropy_left: 1.0 entropy_right : 1.1104593064416028 -> 69 150 +idx: 72 entropy_left: 1.584962500721156 entropy_right : 1.0511407586429597 -> 69 150 +idx: 74 entropy_left: 1.3709505944546687 entropy_right : 1.041722068095403 -> 69 150 +idx: 75 entropy_left: 1.4591479170272446 entropy_right : 1.0462881865460743 -> 69 150 +idx: 76 entropy_left: 1.5566567074628228 entropy_right : 0.9568886656798212 -> 69 150 +idx: 77 entropy_left: 1.5 entropy_right : 0.9505668528932196 -> 69 150 +idx: 78 entropy_left: 1.5304930567574826 entropy_right : 0.9544340029249649 -> 69 150 +idx: 79 entropy_left: 1.4854752972273344 entropy_right : 0.9477073729342066 -> 69 150 +idx: 81 entropy_left: 1.4833557549816874 entropy_right : 0.9557589912150009 -> 69 150 +idx: 83 entropy_left: 1.4315602842833155 entropy_right : 0.9411864371816835 -> 69 150 +idx: 84 entropy_left: 1.4294732983598406 entropy_right : 0.9456603046006402 -> 69 150 +idx: 87 entropy_left: 1.3516441151533924 entropy_right : 0.9182958340544896 -> 69 150 +idx: 88 entropy_left: 1.3599924922184878 entropy_right : 0.9235785996175947 -> 69 150 +idx: 89 entropy_left: 1.3366664819166876 entropy_right : 0.9127341558073343 -> 69 150 +idx: 91 entropy_left: 1.342019217819521 entropy_right : 0.9238422284571814 -> 69 150 +idx: 95 entropy_left: 1.2722595663292235 entropy_right : 0.8698926856041563 -> 69 150 +idx: 97 entropy_left: 1.2838868242312453 entropy_right : 0.8835850861052532 -> 69 150 +idx: 99 entropy_left: 1.2555367253996503 entropy_right : 0.8478617451660526 -> 69 150 +idx: 101 entropy_left: 1.2627317300909384 entropy_right : 0.863120568566631 -> 69 150 +idx: 102 entropy_left: 1.251534532637368 entropy_right : 0.8426578772022391 -> 69 150 +idx: 104 entropy_left: 1.2532256180852694 entropy_right : 0.8589810370425963 -> 69 150 +idx: 105 entropy_left: 1.2445366211768707 entropy_right : 0.8366407419411673 -> 69 150 +idx: 106 entropy_left: 1.2443013992660277 entropy_right : 0.8453509366224365 -> 69 150 +idx: 107 entropy_left: 1.2363864108712896 entropy_right : 0.8203636429576732 -> 69 150 +idx: 109 entropy_left: 1.2344977967946407 entropy_right : 0.8390040613676977 -> 69 150 +idx: 110 entropy_left: 1.2283491776835573 entropy_right : 0.8112781244591328 -> 69 150 +idx: 113 entropy_left: 1.2213104423484806 entropy_right : 0.8418521897563207 -> 69 150 +idx: 114 entropy_left: 1.2174939521435744 entropy_right : 0.8112781244591328 -> 69 150 +idx: 117 entropy_left: 1.206908425151817 entropy_right : 0.8453509366224365 -> 69 150 +idx: 118 entropy_left: 1.2048930072454316 entropy_right : 0.8112781244591328 -> 69 150 +idx: 120 entropy_left: 1.1968693094032665 entropy_right : 0.8366407419411673 -> 69 150 +idx: 122 entropy_left: 1.193810314637982 entropy_right : 0.74959525725948 -> 69 150 +idx: 127 entropy_left: 1.1739035750178954 entropy_right : 0.828055725379504 -> 69 150 +idx: 130 entropy_left: 1.1735894123234432 entropy_right : 0.6098403047164004 -> 69 150 +idx: 132 entropy_left: 1.1666300226040138 entropy_right : 0.6500224216483541 -> 69 150 +idx: 133 entropy_left: 1.1664616437886164 entropy_right : 0.5225593745369408 -> 69 150 +idx: 134 entropy_left: 1.16305726747136 entropy_right : 0.5435644431995964 -> 69 150 +idx: 135 entropy_left: 1.1628720819225884 entropy_right : 0.35335933502142136 -> 69 150 +idx: 137 entropy_left: 1.1562272836006513 entropy_right : 0.39124356362925566 -> 69 150 +idx: 138 entropy_left: 1.1563884325185114 entropy_right : 0 -> 69 150 +cut: 5.7 index: 70 +start: 69 cut: 70 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.109500797247481 ent1= 0 ent2= 1.105866621101474 +ig= 0.017286850480593197 delta= 4.632953661336703 N 81 term 0.135245453780544 +idx: 71 entropy_left: 0 entropy_right : 1.1104593064416028 -> 70 150 +idx: 72 entropy_left: 1.0 entropy_right : 1.0511407586429597 -> 70 150 +idx: 74 entropy_left: 1.5 entropy_right : 1.041722068095403 -> 70 150 +idx: 75 entropy_left: 1.5219280948873621 entropy_right : 1.0462881865460743 -> 70 150 +idx: 76 entropy_left: 1.584962500721156 entropy_right : 0.9568886656798212 -> 70 150 +idx: 77 entropy_left: 1.5566567074628228 entropy_right : 0.9505668528932196 -> 70 150 +idx: 78 entropy_left: 1.5612781244591325 entropy_right : 0.9544340029249649 -> 70 150 +idx: 79 entropy_left: 1.5304930567574826 entropy_right : 0.9477073729342066 -> 70 150 +idx: 81 entropy_left: 1.4949188482339508 entropy_right : 0.9557589912150009 -> 70 150 +idx: 83 entropy_left: 1.4604846813131114 entropy_right : 0.9411864371816835 -> 70 150 +idx: 84 entropy_left: 1.4488156357251847 entropy_right : 0.9456603046006402 -> 70 150 +idx: 87 entropy_left: 1.3792804872910602 entropy_right : 0.9182958340544896 -> 70 150 +idx: 88 entropy_left: 1.3821022532543101 entropy_right : 0.9235785996175947 -> 70 150 +idx: 89 entropy_left: 1.3599924922184878 entropy_right : 0.9127341558073343 -> 70 150 +idx: 91 entropy_left: 1.3566695198333112 entropy_right : 0.9238422284571814 -> 70 150 +idx: 95 entropy_left: 1.290564432903234 entropy_right : 0.8698926856041563 -> 70 150 +idx: 97 entropy_left: 1.2972313275776637 entropy_right : 0.8835850861052532 -> 70 150 +idx: 99 entropy_left: 1.2699207259892868 entropy_right : 0.8478617451660526 -> 70 150 +idx: 101 entropy_left: 1.2733667511664173 entropy_right : 0.863120568566631 -> 70 150 +idx: 102 entropy_left: 1.2627317300909384 entropy_right : 0.8426578772022391 -> 70 150 +idx: 104 entropy_left: 1.2612796872684706 entropy_right : 0.8589810370425963 -> 70 150 +idx: 105 entropy_left: 1.2532256180852694 entropy_right : 0.8366407419411673 -> 70 150 +idx: 106 entropy_left: 1.2516291673878228 entropy_right : 0.8453509366224365 -> 70 150 +idx: 107 entropy_left: 1.2443013992660277 entropy_right : 0.8203636429576732 -> 70 150 +idx: 109 entropy_left: 1.2400362501086653 entropy_right : 0.8390040613676977 -> 70 150 +idx: 110 entropy_left: 1.2344977967946407 entropy_right : 0.8112781244591328 -> 70 150 +idx: 113 entropy_left: 1.2244687599090465 entropy_right : 0.8418521897563207 -> 70 150 +idx: 114 entropy_left: 1.2213104423484806 entropy_right : 0.8112781244591328 -> 70 150 +idx: 117 entropy_left: 1.2082534070890902 entropy_right : 0.8453509366224365 -> 70 150 +idx: 118 entropy_left: 1.206908425151817 entropy_right : 0.8112781244591328 -> 70 150 +idx: 120 entropy_left: 1.1974776241409462 entropy_right : 0.8366407419411673 -> 70 150 +idx: 122 entropy_left: 1.1956217818146277 entropy_right : 0.74959525725948 -> 70 150 +idx: 127 entropy_left: 1.172904301194551 entropy_right : 0.828055725379504 -> 70 150 +idx: 130 entropy_left: 1.174189792601739 entropy_right : 0.6098403047164004 -> 70 150 +idx: 132 entropy_left: 1.1663419797861878 entropy_right : 0.6500224216483541 -> 70 150 +idx: 133 entropy_left: 1.1666300226040138 entropy_right : 0.5225593745369408 -> 70 150 +idx: 134 entropy_left: 1.1628175871855553 entropy_right : 0.5435644431995964 -> 70 150 +idx: 135 entropy_left: 1.16305726747136 entropy_right : 0.35335933502142136 -> 70 150 +idx: 137 entropy_left: 1.1556601022395212 entropy_right : 0.39124356362925566 -> 70 150 +idx: 138 entropy_left: 1.1562272836006513 entropy_right : 0 -> 70 150 +cut: 5.7 index: 71 +start: 70 cut: 71 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.105866621101474 ent1= 0 ent2= 1.1104593064416028 +ig= 0.009288055990391175 delta= 4.65763424579511 N 80 term 0.13701768742465267 +idx: 72 entropy_left: 0 entropy_right : 1.0511407586429597 -> 71 150 +idx: 74 entropy_left: 0.9182958340544896 entropy_right : 1.041722068095403 -> 71 150 +idx: 75 entropy_left: 1.5 entropy_right : 1.0462881865460743 -> 71 150 +idx: 76 entropy_left: 1.5219280948873621 entropy_right : 0.9568886656798212 -> 71 150 +idx: 77 entropy_left: 1.4591479170272448 entropy_right : 0.9505668528932196 -> 71 150 +idx: 78 entropy_left: 1.5566567074628228 entropy_right : 0.9544340029249649 -> 71 150 +idx: 79 entropy_left: 1.5 entropy_right : 0.9477073729342066 -> 71 150 +idx: 81 entropy_left: 1.5219280948873621 entropy_right : 0.9557589912150009 -> 71 150 +idx: 83 entropy_left: 1.4591479170272446 entropy_right : 0.9411864371816835 -> 71 150 +idx: 84 entropy_left: 1.4604846813131114 entropy_right : 0.9456603046006402 -> 71 150 +idx: 87 entropy_left: 1.3663146570363986 entropy_right : 0.9182958340544896 -> 71 150 +idx: 88 entropy_left: 1.3792804872910602 entropy_right : 0.9235785996175947 -> 71 150 +idx: 89 entropy_left: 1.3516441151533924 entropy_right : 0.9127341558073343 -> 71 150 +idx: 91 entropy_left: 1.360964047443681 entropy_right : 0.9238422284571814 -> 71 150 +idx: 95 entropy_left: 1.280672129520887 entropy_right : 0.8698926856041563 -> 71 150 +idx: 97 entropy_left: 1.2957378005380122 entropy_right : 0.8835850861052532 -> 71 150 +idx: 99 entropy_left: 1.2638091738835462 entropy_right : 0.8478617451660526 -> 71 150 +idx: 101 entropy_left: 1.272905595320056 entropy_right : 0.863120568566631 -> 71 150 +idx: 102 entropy_left: 1.2604408810349512 entropy_right : 0.8426578772022391 -> 71 150 +idx: 104 entropy_left: 1.2628839008717194 entropy_right : 0.8589810370425963 -> 71 150 +idx: 105 entropy_left: 1.2532975784630431 entropy_right : 0.8366407419411673 -> 71 150 +idx: 106 entropy_left: 1.2532256180852694 entropy_right : 0.8453509366224365 -> 71 150 +idx: 107 entropy_left: 1.2445366211768707 entropy_right : 0.8203636429576732 -> 71 150 +idx: 109 entropy_left: 1.2427303803729566 entropy_right : 0.8390040613676977 -> 71 150 +idx: 110 entropy_left: 1.236032213759607 entropy_right : 0.8112781244591328 -> 71 150 +idx: 113 entropy_left: 1.2285763800288914 entropy_right : 0.8418521897563207 -> 71 150 +idx: 114 entropy_left: 1.2244687599090465 entropy_right : 0.8112781244591328 -> 71 150 +idx: 117 entropy_left: 1.2131143284990724 entropy_right : 0.8453509366224365 -> 71 150 +idx: 118 entropy_left: 1.2109841580748322 entropy_right : 0.8112781244591328 -> 71 150 +idx: 120 entropy_left: 1.2023853470868684 entropy_right : 0.8366407419411673 -> 71 150 +idx: 122 entropy_left: 1.1991801505660864 entropy_right : 0.74959525725948 -> 71 150 +idx: 127 entropy_left: 1.1779653169582593 entropy_right : 0.828055725379504 -> 71 150 +idx: 130 entropy_left: 1.1777501607742278 entropy_right : 0.6098403047164004 -> 71 150 +idx: 132 entropy_left: 1.170377295621679 entropy_right : 0.6500224216483541 -> 71 150 +idx: 133 entropy_left: 1.1702295713931186 entropy_right : 0.5225593745369408 -> 71 150 +idx: 134 entropy_left: 1.1666300226040138 entropy_right : 0.5435644431995964 -> 71 150 +idx: 135 entropy_left: 1.1664616437886164 entropy_right : 0.35335933502142136 -> 71 150 +idx: 137 entropy_left: 1.1594493549376441 entropy_right : 0.39124356362925566 -> 71 150 +idx: 138 entropy_left: 1.159647049243901 entropy_right : 0 -> 71 150 +cut: 5.7 index: 72 +start: 71 cut: 72 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.1104593064416028 ent1= 0 ent2= 1.0511407586429597 +ig= 0.07262412702197163 delta= 4.465900546378795 N 79 term 0.1360924400663423 +idx: 74 entropy_left: 0 entropy_right : 1.041722068095403 -> 72 150 +idx: 75 entropy_left: 0.9182958340544896 entropy_right : 1.0462881865460743 -> 72 150 +idx: 76 entropy_left: 1.5 entropy_right : 0.9568886656798212 -> 72 150 +idx: 77 entropy_left: 1.3709505944546687 entropy_right : 0.9505668528932196 -> 72 150 +idx: 78 entropy_left: 1.4591479170272446 entropy_right : 0.9544340029249649 -> 72 150 +idx: 79 entropy_left: 1.3787834934861758 entropy_right : 0.9477073729342066 -> 72 150 +idx: 81 entropy_left: 1.3921472236645345 entropy_right : 0.9557589912150009 -> 72 150 +idx: 83 entropy_left: 1.3221793455166668 entropy_right : 0.9411864371816835 -> 72 150 +idx: 84 entropy_left: 1.3250112108241772 entropy_right : 0.9456603046006402 -> 72 150 +idx: 87 entropy_left: 1.2309595631140104 entropy_right : 0.9182958340544896 -> 72 150 +idx: 88 entropy_left: 1.2475562489182657 entropy_right : 0.9235785996175947 -> 72 150 +idx: 89 entropy_left: 1.2210477851797181 entropy_right : 0.9127341558073343 -> 72 150 +idx: 91 entropy_left: 1.2363864108712896 entropy_right : 0.9238422284571814 -> 72 150 +idx: 95 entropy_left: 1.1625633078480364 entropy_right : 0.8698926856041563 -> 72 150 +idx: 97 entropy_left: 1.1829661954675212 entropy_right : 0.8835850861052532 -> 72 150 +idx: 99 entropy_left: 1.154173392945927 entropy_right : 0.8478617451660526 -> 72 150 +idx: 101 entropy_left: 1.1676516844843352 entropy_right : 0.863120568566631 -> 72 150 +idx: 102 entropy_left: 1.1566766519448637 entropy_right : 0.8426578772022391 -> 72 150 +idx: 104 entropy_left: 1.1628175871855553 entropy_right : 0.8589810370425963 -> 72 150 +idx: 105 entropy_left: 1.154648091032148 entropy_right : 0.8366407419411673 -> 72 150 +idx: 106 entropy_left: 1.1562272836006513 entropy_right : 0.8453509366224365 -> 72 150 +idx: 107 entropy_left: 1.148883540100512 entropy_right : 0.8203636429576732 -> 72 150 +idx: 109 entropy_left: 1.1500617154483042 entropy_right : 0.8390040613676977 -> 72 150 +idx: 110 entropy_left: 1.14462671873298 entropy_right : 0.8112781244591328 -> 72 150 +idx: 113 entropy_left: 1.1410367900938279 entropy_right : 0.8418521897563207 -> 72 150 +idx: 114 entropy_left: 1.1380977138239694 entropy_right : 0.8112781244591328 -> 72 150 +idx: 117 entropy_left: 1.1300621881593356 entropy_right : 0.8453509366224365 -> 72 150 +idx: 118 entropy_left: 1.1290093343324077 entropy_right : 0.8112781244591328 -> 72 150 +idx: 120 entropy_left: 1.1223812433380593 entropy_right : 0.8366407419411673 -> 72 150 +idx: 122 entropy_left: 1.1211460945412073 entropy_right : 0.74959525725948 -> 72 150 +idx: 127 entropy_left: 1.104163024696236 entropy_right : 0.828055725379504 -> 72 150 +idx: 130 entropy_left: 1.106452022253965 entropy_right : 0.6098403047164004 -> 72 150 +idx: 132 entropy_left: 1.1005245529682912 entropy_right : 0.6500224216483541 -> 72 150 +idx: 133 entropy_left: 1.1011317995692322 entropy_right : 0.5225593745369408 -> 72 150 +idx: 134 entropy_left: 1.0982133465732966 entropy_right : 0.5435644431995964 -> 72 150 +idx: 135 entropy_left: 1.0987647679835901 entropy_right : 0.35335933502142136 -> 72 150 +idx: 137 entropy_left: 1.093039283001171 entropy_right : 0.39124356362925566 -> 72 150 +idx: 138 entropy_left: 1.093914976004978 entropy_right : 0 -> 72 150 +cut: 5.8 index: 74 +start: 72 cut: 74 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.0511407586429597 ent1= 0 ent2= 1.041722068095403 +ig= 0.03612951280641341 delta= 4.615600118132054 N 78 term 0.13951777767726867 +idx: 75 entropy_left: 0 entropy_right : 1.0462881865460743 -> 74 150 +idx: 76 entropy_left: 1.0 entropy_right : 0.9568886656798212 -> 74 150 +idx: 77 entropy_left: 1.584962500721156 entropy_right : 0.9505668528932196 -> 74 150 +idx: 78 entropy_left: 1.5 entropy_right : 0.9544340029249649 -> 74 150 +idx: 79 entropy_left: 1.5219280948873621 entropy_right : 0.9477073729342066 -> 74 150 +idx: 81 entropy_left: 1.3787834934861756 entropy_right : 0.9557589912150009 -> 74 150 +idx: 83 entropy_left: 1.3921472236645345 entropy_right : 0.9411864371816835 -> 74 150 +idx: 84 entropy_left: 1.360964047443681 entropy_right : 0.9456603046006402 -> 74 150 +idx: 87 entropy_left: 1.2957378005380122 entropy_right : 0.9182958340544896 -> 74 150 +idx: 88 entropy_left: 1.2958363892911637 entropy_right : 0.9235785996175947 -> 74 150 +idx: 89 entropy_left: 1.272905595320056 entropy_right : 0.9127341558073343 -> 74 150 +idx: 91 entropy_left: 1.2639334294856335 entropy_right : 0.9238422284571814 -> 74 150 +idx: 95 entropy_left: 1.2009102795095283 entropy_right : 0.8698926856041563 -> 74 150 +idx: 97 entropy_left: 1.2088301752949477 entropy_right : 0.8835850861052532 -> 74 150 +idx: 99 entropy_left: 1.1829661954675212 entropy_right : 0.8478617451660526 -> 74 150 +idx: 101 entropy_left: 1.1873868015167897 entropy_right : 0.863120568566631 -> 74 150 +idx: 102 entropy_left: 1.1779653169582593 entropy_right : 0.8426578772022391 -> 74 150 +idx: 104 entropy_left: 1.1766796675107107 entropy_right : 0.8589810370425963 -> 74 150 +idx: 105 entropy_left: 1.1702295713931186 entropy_right : 0.8366407419411673 -> 74 150 +idx: 106 entropy_left: 1.168645033308507 entropy_right : 0.8453509366224365 -> 74 150 +idx: 107 entropy_left: 1.1628720819225884 entropy_right : 0.8203636429576732 -> 74 150 +idx: 109 entropy_left: 1.1586048283017796 entropy_right : 0.8390040613676977 -> 74 150 +idx: 110 entropy_left: 1.1547717145751626 entropy_right : 0.8112781244591328 -> 74 150 +idx: 113 entropy_left: 1.1444480669722774 entropy_right : 0.8418521897563207 -> 74 150 +idx: 114 entropy_left: 1.143198478557978 entropy_right : 0.8112781244591328 -> 74 150 +idx: 117 entropy_left: 1.1296938769174603 entropy_right : 0.8453509366224365 -> 74 150 +idx: 118 entropy_left: 1.1303296439314212 entropy_right : 0.8112781244591328 -> 74 150 +idx: 120 entropy_left: 1.1206278986197225 entropy_right : 0.8366407419411673 -> 74 150 +idx: 122 entropy_left: 1.1223812433380593 entropy_right : 0.74959525725948 -> 74 150 +idx: 127 entropy_left: 1.0993503889353484 entropy_right : 0.828055725379504 -> 74 150 +idx: 130 entropy_left: 1.1055134468321814 entropy_right : 0.6098403047164004 -> 74 150 +idx: 132 entropy_left: 1.097698154707432 entropy_right : 0.6500224216483541 -> 74 150 +idx: 133 entropy_left: 1.0993984278081397 entropy_right : 0.5225593745369408 -> 74 150 +idx: 134 entropy_left: 1.0956166187668959 entropy_right : 0.5435644431995964 -> 74 150 +idx: 135 entropy_left: 1.0971804769523517 entropy_right : 0.35335933502142136 -> 74 150 +idx: 137 entropy_left: 1.0898693179207501 entropy_right : 0.39124356362925566 -> 74 150 +idx: 138 entropy_left: 1.0917055717080197 entropy_right : 0 -> 74 150 +cut: 5.8 index: 75 +start: 74 cut: 75 end: 150 +k= 3 k1= 1 k2= 3 ent= 1.041722068095403 ent1= 0 ent2= 1.0462881865460743 +ig= 0.00920083137230332 delta= 4.657554545126739 N 76 term 0.1432417531002976 +idx: 76 entropy_left: 0 entropy_right : 0.9568886656798212 -> 75 150 +idx: 77 entropy_left: 1.0 entropy_right : 0.9505668528932196 -> 75 150 +idx: 78 entropy_left: 1.584962500721156 entropy_right : 0.9544340029249649 -> 75 150 +idx: 79 entropy_left: 1.5 entropy_right : 0.9477073729342066 -> 75 150 +idx: 81 entropy_left: 1.4591479170272448 entropy_right : 0.9557589912150009 -> 75 150 +idx: 83 entropy_left: 1.4056390622295662 entropy_right : 0.9411864371816835 -> 75 150 +idx: 84 entropy_left: 1.3921472236645345 entropy_right : 0.9456603046006402 -> 75 150 +idx: 87 entropy_left: 1.280672129520887 entropy_right : 0.9182958340544896 -> 75 150 +idx: 88 entropy_left: 1.2957378005380122 entropy_right : 0.9235785996175947 -> 75 150 +idx: 89 entropy_left: 1.2638091738835462 entropy_right : 0.9127341558073343 -> 75 150 +idx: 91 entropy_left: 1.271782221599798 entropy_right : 0.9238422284571814 -> 75 150 +idx: 95 entropy_left: 1.1883763717345075 entropy_right : 0.8698926856041563 -> 75 150 +idx: 97 entropy_left: 1.2072100267448116 entropy_right : 0.8835850861052532 -> 75 150 +idx: 99 entropy_left: 1.1752835873133534 entropy_right : 0.8478617451660526 -> 75 150 +idx: 101 entropy_left: 1.1867198445327565 entropy_right : 0.863120568566631 -> 75 150 +idx: 102 entropy_left: 1.1749946599731707 entropy_right : 0.8426578772022391 -> 75 150 +idx: 104 entropy_left: 1.1783577099564695 entropy_right : 0.8589810370425963 -> 75 150 +idx: 105 entropy_left: 1.1700333844140454 entropy_right : 0.8366407419411673 -> 75 150 +idx: 106 entropy_left: 1.1702295713931186 entropy_right : 0.8453509366224365 -> 75 150 +idx: 107 entropy_left: 1.1628175871855553 entropy_right : 0.8203636429576732 -> 75 150 +idx: 109 entropy_left: 1.1613784794486992 entropy_right : 0.8390040613676977 -> 75 150 +idx: 110 entropy_left: 1.1561787304889202 entropy_right : 0.8112781244591328 -> 75 150 +idx: 113 entropy_left: 1.1487361244596448 entropy_right : 0.8418521897563207 -> 75 150 +idx: 114 entropy_left: 1.1463959237120882 entropy_right : 0.8112781244591328 -> 75 150 +idx: 117 entropy_left: 1.1347431759823636 entropy_right : 0.8453509366224365 -> 75 150 +idx: 118 entropy_left: 1.1344959754516843 entropy_right : 0.8112781244591328 -> 75 150 +idx: 120 entropy_left: 1.1256828315506748 entropy_right : 0.8366407419411673 -> 75 150 +idx: 122 entropy_left: 1.1259378808834186 entropy_right : 0.74959525725948 -> 75 150 +idx: 127 entropy_left: 1.1044984783580127 entropy_right : 0.828055725379504 -> 75 150 +idx: 130 entropy_left: 1.1090351025597922 entropy_right : 0.6098403047164004 -> 75 150 +idx: 132 entropy_left: 1.1017235165092814 entropy_right : 0.6500224216483541 -> 75 150 +idx: 133 entropy_left: 1.1029548176506492 entropy_right : 0.5225593745369408 -> 75 150 +idx: 134 entropy_left: 1.0993984278081397 entropy_right : 0.5435644431995964 -> 75 150 +idx: 135 entropy_left: 1.1005245529682912 entropy_right : 0.35335933502142136 -> 75 150 +idx: 137 entropy_left: 1.093620517468727 entropy_right : 0.39124356362925566 -> 75 150 +idx: 138 entropy_left: 1.0950628692122266 entropy_right : 0 -> 75 150 +cut: 5.8 index: 76 +start: 75 cut: 76 end: 150 +k= 3 k1= 1 k2= 2 ent= 1.0462881865460743 ent1= 0 ent2= 0.9568886656798212 +ig= 0.10215803640865062 delta= 3.418768961496144 N 75 term 0.12837629769500125 +idx: 77 entropy_left: 0 entropy_right : 0.9505668528932196 -> 76 150 +idx: 78 entropy_left: 1.0 entropy_right : 0.9544340029249649 -> 76 150 +idx: 79 entropy_left: 0.9182958340544896 entropy_right : 0.9477073729342066 -> 76 150 +idx: 81 entropy_left: 0.9709505944546686 entropy_right : 0.9557589912150009 -> 76 150 +idx: 83 entropy_left: 0.9852281360342516 entropy_right : 0.9411864371816835 -> 76 150 +idx: 84 entropy_left: 1.0 entropy_right : 0.9456603046006402 -> 76 150 +idx: 87 entropy_left: 0.9456603046006402 entropy_right : 0.9182958340544896 -> 76 150 +idx: 88 entropy_left: 0.9798687566511527 entropy_right : 0.9235785996175947 -> 76 150 +idx: 89 entropy_left: 0.961236604722876 entropy_right : 0.9127341558073343 -> 76 150 +idx: 91 entropy_left: 0.9967916319816366 entropy_right : 0.9238422284571814 -> 76 150 +idx: 95 entropy_left: 0.9494520153879484 entropy_right : 0.8698926856041563 -> 76 150 +idx: 97 entropy_left: 0.9852281360342516 entropy_right : 0.8835850861052532 -> 76 150 +idx: 99 entropy_left: 0.9656361333706098 entropy_right : 0.8478617451660526 -> 76 150 +idx: 101 entropy_left: 0.9895875212220557 entropy_right : 0.863120568566631 -> 76 150 +idx: 102 entropy_left: 0.9828586897127056 entropy_right : 0.8426578772022391 -> 76 150 +idx: 104 entropy_left: 0.996316519558962 entropy_right : 0.8589810370425963 -> 76 150 +idx: 105 entropy_left: 0.9922666387194963 entropy_right : 0.8366407419411673 -> 76 150 +idx: 106 entropy_left: 0.9967916319816366 entropy_right : 0.8453509366224365 -> 76 150 +idx: 107 entropy_left: 0.9932338197397066 entropy_right : 0.8203636429576732 -> 76 150 +idx: 109 entropy_left: 0.9993375041688847 entropy_right : 0.8390040613676977 -> 76 150 +idx: 110 entropy_left: 0.9975025463691153 entropy_right : 0.8112781244591328 -> 76 150 +idx: 113 entropy_left: 0.9994730201859836 entropy_right : 0.8418521897563207 -> 76 150 +idx: 114 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 76 150 +idx: 117 entropy_left: 0.9961344835095796 entropy_right : 0.8453509366224365 -> 76 150 +idx: 118 entropy_left: 0.9983636725938131 entropy_right : 0.8112781244591328 -> 76 150 +idx: 120 entropy_left: 0.9940302114769565 entropy_right : 0.8366407419411673 -> 76 150 +idx: 122 entropy_left: 0.9986359641585718 entropy_right : 0.74959525725948 -> 76 150 +idx: 127 entropy_left: 0.9863676072907088 entropy_right : 0.828055725379504 -> 76 150 +idx: 130 entropy_left: 0.9960383613659183 entropy_right : 0.6098403047164004 -> 76 150 +idx: 132 entropy_left: 0.9917033083725818 entropy_right : 0.6500224216483541 -> 76 150 +idx: 133 entropy_left: 0.9944423248022588 entropy_right : 0.5225593745369408 -> 76 150 +idx: 134 entropy_left: 0.9922666387194963 entropy_right : 0.5435644431995964 -> 76 150 +idx: 135 entropy_left: 0.9948131754904235 entropy_right : 0.35335933502142136 -> 76 150 +idx: 137 entropy_left: 0.9904799742690307 entropy_right : 0.39124356362925566 -> 76 150 +idx: 138 entropy_left: 0.9932338197397066 entropy_right : 0 -> 76 150 +cut: 5.8 index: 77 +start: 76 cut: 77 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9568886656798212 ent1= 0 ent2= 0.9505668528932196 +ig= 0.019167310798672066 delta= 2.794711296484401 N 74 term 0.12141264669411377 +idx: 78 entropy_left: 0 entropy_right : 0.9544340029249649 -> 77 150 +idx: 79 entropy_left: 1.0 entropy_right : 0.9477073729342066 -> 77 150 +idx: 81 entropy_left: 0.8112781244591328 entropy_right : 0.9557589912150009 -> 77 150 +idx: 83 entropy_left: 1.0 entropy_right : 0.9411864371816835 -> 77 150 +idx: 84 entropy_left: 0.9852281360342516 entropy_right : 0.9456603046006402 -> 77 150 +idx: 87 entropy_left: 0.9709505944546686 entropy_right : 0.9182958340544896 -> 77 150 +idx: 88 entropy_left: 0.9940302114769565 entropy_right : 0.9235785996175947 -> 77 150 +idx: 89 entropy_left: 0.9798687566511527 entropy_right : 0.9127341558073343 -> 77 150 +idx: 91 entropy_left: 1.0 entropy_right : 0.9238422284571814 -> 77 150 +idx: 95 entropy_left: 0.9640787648082292 entropy_right : 0.8698926856041563 -> 77 150 +idx: 97 entropy_left: 0.9927744539878084 entropy_right : 0.8835850861052532 -> 77 150 +idx: 99 entropy_left: 0.976020648236615 entropy_right : 0.8478617451660526 -> 77 150 +idx: 101 entropy_left: 0.9949848281859701 entropy_right : 0.863120568566631 -> 77 150 +idx: 102 entropy_left: 0.9895875212220557 entropy_right : 0.8426578772022391 -> 77 150 +idx: 104 entropy_left: 0.9990102708804813 entropy_right : 0.8589810370425963 -> 77 150 +idx: 105 entropy_left: 0.996316519558962 entropy_right : 0.8366407419411673 -> 77 150 +idx: 106 entropy_left: 0.9991421039919088 entropy_right : 0.8453509366224365 -> 77 150 +idx: 107 entropy_left: 0.9967916319816366 entropy_right : 0.8203636429576732 -> 77 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 77 150 +idx: 110 entropy_left: 0.9993375041688847 entropy_right : 0.8112781244591328 -> 77 150 +idx: 113 entropy_left: 0.9977724720899821 entropy_right : 0.8418521897563207 -> 77 150 +idx: 114 entropy_left: 0.9994730201859836 entropy_right : 0.8112781244591328 -> 77 150 +idx: 117 entropy_left: 0.9927744539878084 entropy_right : 0.8453509366224365 -> 77 150 +idx: 118 entropy_left: 0.9961344835095796 entropy_right : 0.8112781244591328 -> 77 150 +idx: 120 entropy_left: 0.9902246902198684 entropy_right : 0.8366407419411673 -> 77 150 +idx: 122 entropy_left: 0.9967916319816366 entropy_right : 0.74959525725948 -> 77 150 +idx: 127 entropy_left: 0.9814538950336535 entropy_right : 0.828055725379504 -> 77 150 +idx: 130 entropy_left: 0.9935704757706079 entropy_right : 0.6098403047164004 -> 77 150 +idx: 132 entropy_left: 0.9882836109919162 entropy_right : 0.6500224216483541 -> 77 150 +idx: 133 entropy_left: 0.9917033083725818 entropy_right : 0.5225593745369408 -> 77 150 +idx: 134 entropy_left: 0.9890934397021431 entropy_right : 0.5435644431995964 -> 77 150 +idx: 135 entropy_left: 0.9922666387194963 entropy_right : 0.35335933502142136 -> 77 150 +idx: 137 entropy_left: 0.9871377743721863 entropy_right : 0.39124356362925566 -> 77 150 +idx: 138 entropy_left: 0.9904799742690307 entropy_right : 0 -> 77 150 +cut: 5.8 index: 78 +start: 77 cut: 78 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9505668528932196 ent1= 0 ent2= 0.9544340029249649 +ig= 0.009207288364487143 delta= 2.815089222121095 N 73 term 0.12308238662415626 +idx: 79 entropy_left: 0 entropy_right : 0.9477073729342066 -> 78 150 +idx: 81 entropy_left: 0.9182958340544896 entropy_right : 0.9557589912150009 -> 78 150 +idx: 83 entropy_left: 0.9709505944546686 entropy_right : 0.9411864371816835 -> 78 150 +idx: 84 entropy_left: 1.0 entropy_right : 0.9456603046006402 -> 78 150 +idx: 87 entropy_left: 0.9182958340544896 entropy_right : 0.9182958340544896 -> 78 150 +idx: 88 entropy_left: 0.9709505944546686 entropy_right : 0.9235785996175947 -> 78 150 +idx: 89 entropy_left: 0.9456603046006402 entropy_right : 0.9127341558073343 -> 78 150 +idx: 91 entropy_left: 0.9957274520849256 entropy_right : 0.9238422284571814 -> 78 150 +idx: 95 entropy_left: 0.9366673818775626 entropy_right : 0.8698926856041563 -> 78 150 +idx: 97 entropy_left: 0.9819407868640977 entropy_right : 0.8835850861052532 -> 78 150 +idx: 99 entropy_left: 0.9587118829771318 entropy_right : 0.8478617451660526 -> 78 150 +idx: 101 entropy_left: 0.9876925088958034 entropy_right : 0.863120568566631 -> 78 150 +idx: 102 entropy_left: 0.9798687566511527 entropy_right : 0.8426578772022391 -> 78 150 +idx: 104 entropy_left: 0.9957274520849256 entropy_right : 0.8589810370425963 -> 78 150 +idx: 105 entropy_left: 0.9910760598382222 entropy_right : 0.8366407419411673 -> 78 150 +idx: 106 entropy_left: 0.996316519558962 entropy_right : 0.8453509366224365 -> 78 150 +idx: 107 entropy_left: 0.9922666387194963 entropy_right : 0.8203636429576732 -> 78 150 +idx: 109 entropy_left: 0.9992492479956565 entropy_right : 0.8390040613676977 -> 78 150 +idx: 110 entropy_left: 0.9971803988942642 entropy_right : 0.8112781244591328 -> 78 150 +idx: 113 entropy_left: 0.9994110647387553 entropy_right : 0.8418521897563207 -> 78 150 +idx: 114 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 78 150 +idx: 117 entropy_left: 0.9957274520849256 entropy_right : 0.8453509366224365 -> 78 150 +idx: 118 entropy_left: 0.99819587904281 entropy_right : 0.8112781244591328 -> 78 150 +idx: 120 entropy_left: 0.9934472383802027 entropy_right : 0.8366407419411673 -> 78 150 +idx: 122 entropy_left: 0.9985090989176322 entropy_right : 0.74959525725948 -> 78 150 +idx: 127 entropy_left: 0.9852281360342516 entropy_right : 0.828055725379504 -> 78 150 +idx: 130 entropy_left: 0.9957274520849256 entropy_right : 0.6098403047164004 -> 78 150 +idx: 132 entropy_left: 0.9910760598382222 entropy_right : 0.6500224216483541 -> 78 150 +idx: 133 entropy_left: 0.9940302114769565 entropy_right : 0.5225593745369408 -> 78 150 +idx: 134 entropy_left: 0.9917033083725818 entropy_right : 0.5435644431995964 -> 78 150 +idx: 135 entropy_left: 0.9944423248022588 entropy_right : 0.35335933502142136 -> 78 150 +idx: 137 entropy_left: 0.9898220559635811 entropy_right : 0.39124356362925566 -> 78 150 +idx: 138 entropy_left: 0.9927744539878084 entropy_right : 0 -> 78 150 +cut: 5.8 index: 79 +start: 78 cut: 79 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9544340029249649 ent1= 0 ent2= 0.9477073729342066 +ig= 0.019889232392622302 delta= 2.7939016620760873 N 72 term 0.12421734418862179 +idx: 81 entropy_left: 0 entropy_right : 0.9557589912150009 -> 79 150 +idx: 83 entropy_left: 1.0 entropy_right : 0.9411864371816835 -> 79 150 +idx: 84 entropy_left: 0.9709505944546686 entropy_right : 0.9456603046006402 -> 79 150 +idx: 87 entropy_left: 0.9544340029249649 entropy_right : 0.9182958340544896 -> 79 150 +idx: 88 entropy_left: 0.9910760598382222 entropy_right : 0.9235785996175947 -> 79 150 +idx: 89 entropy_left: 0.9709505944546686 entropy_right : 0.9127341558073343 -> 79 150 +idx: 91 entropy_left: 1.0 entropy_right : 0.9238422284571814 -> 79 150 +idx: 95 entropy_left: 0.9544340029249649 entropy_right : 0.8698926856041563 -> 79 150 +idx: 97 entropy_left: 0.9910760598382222 entropy_right : 0.8835850861052532 -> 79 150 +idx: 99 entropy_left: 0.9709505944546686 entropy_right : 0.8478617451660526 -> 79 150 +idx: 101 entropy_left: 0.9940302114769565 entropy_right : 0.863120568566631 -> 79 150 +idx: 102 entropy_left: 0.9876925088958034 entropy_right : 0.8426578772022391 -> 79 150 +idx: 104 entropy_left: 0.9988455359952018 entropy_right : 0.8589810370425963 -> 79 150 +idx: 105 entropy_left: 0.9957274520849256 entropy_right : 0.8366407419411673 -> 79 150 +idx: 106 entropy_left: 0.9990102708804813 entropy_right : 0.8453509366224365 -> 79 150 +idx: 107 entropy_left: 0.996316519558962 entropy_right : 0.8203636429576732 -> 79 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 79 150 +idx: 110 entropy_left: 0.9992492479956565 entropy_right : 0.8112781244591328 -> 79 150 +idx: 113 entropy_left: 0.9975025463691153 entropy_right : 0.8418521897563207 -> 79 150 +idx: 114 entropy_left: 0.9994110647387553 entropy_right : 0.8112781244591328 -> 79 150 +idx: 117 entropy_left: 0.9919924034538556 entropy_right : 0.8453509366224365 -> 79 150 +idx: 118 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 79 150 +idx: 120 entropy_left: 0.9892452969285004 entropy_right : 0.8366407419411673 -> 79 150 +idx: 122 entropy_left: 0.996485989886783 entropy_right : 0.74959525725948 -> 79 150 +idx: 127 entropy_left: 0.9798687566511527 entropy_right : 0.828055725379504 -> 79 150 +idx: 130 entropy_left: 0.9930554830121974 entropy_right : 0.6098403047164004 -> 79 150 +idx: 132 entropy_left: 0.987380023288353 entropy_right : 0.6500224216483541 -> 79 150 +idx: 133 entropy_left: 0.9910760598382222 entropy_right : 0.5225593745369408 -> 79 150 +idx: 134 entropy_left: 0.9882836109919162 entropy_right : 0.5435644431995964 -> 79 150 +idx: 135 entropy_left: 0.9917033083725818 entropy_right : 0.35335933502142136 -> 79 150 +idx: 137 entropy_left: 0.9862325350724501 entropy_right : 0.39124356362925566 -> 79 150 +idx: 138 entropy_left: 0.9898220559635811 entropy_right : 0 -> 79 150 +cut: 5.9 index: 81 +start: 79 cut: 81 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9477073729342066 ent1= 0 ent2= 0.9557589912150009 +ig= 0.018871170204135312 delta= 2.823458158619193 N 71 term 0.12609494613470648 +idx: 83 entropy_left: 0 entropy_right : 0.9411864371816835 -> 81 150 +idx: 84 entropy_left: 0.9182958340544896 entropy_right : 0.9456603046006402 -> 81 150 +idx: 87 entropy_left: 0.6500224216483541 entropy_right : 0.9182958340544896 -> 81 150 +idx: 88 entropy_left: 0.863120568566631 entropy_right : 0.9235785996175947 -> 81 150 +idx: 89 entropy_left: 0.8112781244591328 entropy_right : 0.9127341558073343 -> 81 150 +idx: 91 entropy_left: 0.9709505944546686 entropy_right : 0.9238422284571814 -> 81 150 +idx: 95 entropy_left: 0.863120568566631 entropy_right : 0.8698926856041563 -> 81 150 +idx: 97 entropy_left: 0.9544340029249649 entropy_right : 0.8835850861052532 -> 81 150 +idx: 99 entropy_left: 0.9182958340544896 entropy_right : 0.8478617451660526 -> 81 150 +idx: 101 entropy_left: 0.9709505944546686 entropy_right : 0.863120568566631 -> 81 150 +idx: 102 entropy_left: 0.9587118829771318 entropy_right : 0.8426578772022391 -> 81 150 +idx: 104 entropy_left: 0.9876925088958034 entropy_right : 0.8589810370425963 -> 81 150 +idx: 105 entropy_left: 0.9798687566511527 entropy_right : 0.8366407419411673 -> 81 150 +idx: 106 entropy_left: 0.9895875212220557 entropy_right : 0.8453509366224365 -> 81 150 +idx: 107 entropy_left: 0.9828586897127056 entropy_right : 0.8203636429576732 -> 81 150 +idx: 109 entropy_left: 0.996316519558962 entropy_right : 0.8390040613676977 -> 81 150 +idx: 110 entropy_left: 0.9922666387194963 entropy_right : 0.8112781244591328 -> 81 150 +idx: 113 entropy_left: 1.0 entropy_right : 0.8418521897563207 -> 81 150 +idx: 114 entropy_left: 0.9993375041688847 entropy_right : 0.8112781244591328 -> 81 150 +idx: 117 entropy_left: 0.9977724720899821 entropy_right : 0.8453509366224365 -> 81 150 +idx: 118 entropy_left: 0.9994730201859836 entropy_right : 0.8112781244591328 -> 81 150 +idx: 120 entropy_left: 0.9957274520849256 entropy_right : 0.8366407419411673 -> 81 150 +idx: 122 entropy_left: 0.9995708393473224 entropy_right : 0.74959525725948 -> 81 150 +idx: 127 entropy_left: 0.9876925088958034 entropy_right : 0.828055725379504 -> 81 150 +idx: 130 entropy_left: 0.997294381646235 entropy_right : 0.6098403047164004 -> 81 150 +idx: 132 entropy_left: 0.9930554830121974 entropy_right : 0.6500224216483541 -> 81 150 +idx: 133 entropy_left: 0.9957274520849256 entropy_right : 0.5225593745369408 -> 81 150 +idx: 134 entropy_left: 0.9935704757706079 entropy_right : 0.5435644431995964 -> 81 150 +idx: 135 entropy_left: 0.9960383613659183 entropy_right : 0.35335933502142136 -> 81 150 +idx: 137 entropy_left: 0.9917033083725818 entropy_right : 0.39124356362925566 -> 81 150 +idx: 138 entropy_left: 0.9944423248022588 entropy_right : 0 -> 81 150 +cut: 5.95 index: 83 +start: 81 cut: 83 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9557589912150009 ent1= 0 ent2= 0.9411864371816835 +ig= 0.04185332032843869 delta= 2.7782098139909692 N 69 term 0.12848800949625086 +idx: 84 entropy_left: 0 entropy_right : 0.9456603046006402 -> 83 150 +idx: 87 entropy_left: 0.8112781244591328 entropy_right : 0.9182958340544896 -> 83 150 +idx: 88 entropy_left: 0.9709505944546686 entropy_right : 0.9235785996175947 -> 83 150 +idx: 89 entropy_left: 0.9182958340544896 entropy_right : 0.9127341558073343 -> 83 150 +idx: 91 entropy_left: 1.0 entropy_right : 0.9238422284571814 -> 83 150 +idx: 95 entropy_left: 0.9182958340544896 entropy_right : 0.8698926856041563 -> 83 150 +idx: 97 entropy_left: 0.9852281360342516 entropy_right : 0.8835850861052532 -> 83 150 +idx: 99 entropy_left: 0.9544340029249649 entropy_right : 0.8478617451660526 -> 83 150 +idx: 101 entropy_left: 0.9910760598382222 entropy_right : 0.863120568566631 -> 83 150 +idx: 102 entropy_left: 0.9819407868640977 entropy_right : 0.8426578772022391 -> 83 150 +idx: 104 entropy_left: 0.9983636725938131 entropy_right : 0.8589810370425963 -> 83 150 +idx: 105 entropy_left: 0.9940302114769565 entropy_right : 0.8366407419411673 -> 83 150 +idx: 106 entropy_left: 0.9986359641585718 entropy_right : 0.8453509366224365 -> 83 150 +idx: 107 entropy_left: 0.9949848281859701 entropy_right : 0.8203636429576732 -> 83 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 83 150 +idx: 110 entropy_left: 0.9990102708804813 entropy_right : 0.8112781244591328 -> 83 150 +idx: 113 entropy_left: 0.9967916319816366 entropy_right : 0.8418521897563207 -> 83 150 +idx: 114 entropy_left: 0.9992492479956565 entropy_right : 0.8112781244591328 -> 83 150 +idx: 117 entropy_left: 0.9899927915575188 entropy_right : 0.8453509366224365 -> 83 150 +idx: 118 entropy_left: 0.9946937953613058 entropy_right : 0.8112781244591328 -> 83 150 +idx: 120 entropy_left: 0.9867867202680318 entropy_right : 0.8366407419411673 -> 83 150 +idx: 122 entropy_left: 0.9957274520849256 entropy_right : 0.74959525725948 -> 83 150 +idx: 127 entropy_left: 0.976020648236615 entropy_right : 0.828055725379504 -> 83 150 +idx: 130 entropy_left: 0.9918207974218424 entropy_right : 0.6098403047164004 -> 83 150 +idx: 132 entropy_left: 0.9852281360342516 entropy_right : 0.6500224216483541 -> 83 150 +idx: 133 entropy_left: 0.9895875212220557 entropy_right : 0.5225593745369408 -> 83 150 +idx: 134 entropy_left: 0.9863676072907088 entropy_right : 0.5435644431995964 -> 83 150 +idx: 135 entropy_left: 0.990374836448575 entropy_right : 0.35335933502142136 -> 83 150 +idx: 137 entropy_left: 0.9841095278800533 entropy_right : 0.39124356362925566 -> 83 150 +idx: 138 entropy_left: 0.9882836109919162 entropy_right : 0 -> 83 150 +cut: 6.0 index: 84 +start: 83 cut: 84 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9411864371816835 ent1= 0 ent2= 0.9456603046006402 +ig= 0.009640465485530436 delta= 2.816302656895518 N 67 term 0.1322492056157309 +idx: 87 entropy_left: 0 entropy_right : 0.9182958340544896 -> 84 150 +idx: 88 entropy_left: 0.8112781244591328 entropy_right : 0.9235785996175947 -> 84 150 +idx: 89 entropy_left: 0.7219280948873623 entropy_right : 0.9127341558073343 -> 84 150 +idx: 91 entropy_left: 0.9852281360342516 entropy_right : 0.9238422284571814 -> 84 150 +idx: 95 entropy_left: 0.8453509366224365 entropy_right : 0.8698926856041563 -> 84 150 +idx: 97 entropy_left: 0.961236604722876 entropy_right : 0.8835850861052532 -> 84 150 +idx: 99 entropy_left: 0.9182958340544896 entropy_right : 0.8478617451660526 -> 84 150 +idx: 101 entropy_left: 0.9774178175281716 entropy_right : 0.863120568566631 -> 84 150 +idx: 102 entropy_left: 0.9640787648082292 entropy_right : 0.8426578772022391 -> 84 150 +idx: 104 entropy_left: 0.9927744539878084 entropy_right : 0.8589810370425963 -> 84 150 +idx: 105 entropy_left: 0.9852281360342516 entropy_right : 0.8366407419411673 -> 84 150 +idx: 106 entropy_left: 0.9940302114769565 entropy_right : 0.8453509366224365 -> 84 150 +idx: 107 entropy_left: 0.9876925088958034 entropy_right : 0.8203636429576732 -> 84 150 +idx: 109 entropy_left: 0.9988455359952018 entropy_right : 0.8390040613676977 -> 84 150 +idx: 110 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 84 150 +idx: 113 entropy_left: 0.9991421039919088 entropy_right : 0.8418521897563207 -> 84 150 +idx: 114 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 84 150 +idx: 117 entropy_left: 0.9940302114769565 entropy_right : 0.8453509366224365 -> 84 150 +idx: 118 entropy_left: 0.9975025463691153 entropy_right : 0.8112781244591328 -> 84 150 +idx: 120 entropy_left: 0.9910760598382222 entropy_right : 0.8366407419411673 -> 84 150 +idx: 122 entropy_left: 0.9980008838722996 entropy_right : 0.74959525725948 -> 84 150 +idx: 127 entropy_left: 0.9807983646944296 entropy_right : 0.828055725379504 -> 84 150 +idx: 130 entropy_left: 0.9945386816500111 entropy_right : 0.6098403047164004 -> 84 150 +idx: 132 entropy_left: 0.9886994082884974 entropy_right : 0.6500224216483541 -> 84 150 +idx: 133 entropy_left: 0.992476003943082 entropy_right : 0.5225593745369408 -> 84 150 +idx: 134 entropy_left: 0.9895875212220557 entropy_right : 0.5435644431995964 -> 84 150 +idx: 135 entropy_left: 0.9930554830121974 entropy_right : 0.35335933502142136 -> 84 150 +idx: 137 entropy_left: 0.987380023288353 entropy_right : 0.39124356362925566 -> 84 150 +idx: 138 entropy_left: 0.9910760598382222 entropy_right : 0 -> 84 150 +cut: 6.0 index: 87 +start: 84 cut: 87 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9456603046006402 ent1= 0 ent2= 0.9182958340544896 +ig= 0.06910519027590012 delta= 2.752625980965303 N 66 term 0.13295445142414786 +idx: 88 entropy_left: 0 entropy_right : 0.9235785996175947 -> 87 150 +idx: 89 entropy_left: 1.0 entropy_right : 0.9127341558073343 -> 87 150 +idx: 91 entropy_left: 0.8112781244591328 entropy_right : 0.9238422284571814 -> 87 150 +idx: 95 entropy_left: 0.9544340029249649 entropy_right : 0.8698926856041563 -> 87 150 +idx: 97 entropy_left: 1.0 entropy_right : 0.8835850861052532 -> 87 150 +idx: 99 entropy_left: 0.9798687566511527 entropy_right : 0.8478617451660526 -> 87 150 +idx: 101 entropy_left: 1.0 entropy_right : 0.863120568566631 -> 87 150 +idx: 102 entropy_left: 0.9967916319816366 entropy_right : 0.8426578772022391 -> 87 150 +idx: 104 entropy_left: 0.9975025463691153 entropy_right : 0.8589810370425963 -> 87 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 87 150 +idx: 106 entropy_left: 0.9980008838722996 entropy_right : 0.8453509366224365 -> 87 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 87 150 +idx: 109 entropy_left: 0.9940302114769565 entropy_right : 0.8390040613676977 -> 87 150 +idx: 110 entropy_left: 0.9986359641585718 entropy_right : 0.8112781244591328 -> 87 150 +idx: 113 entropy_left: 0.9828586897127056 entropy_right : 0.8418521897563207 -> 87 150 +idx: 114 entropy_left: 0.9910760598382222 entropy_right : 0.8112781244591328 -> 87 150 +idx: 117 entropy_left: 0.9709505944546686 entropy_right : 0.8453509366224365 -> 87 150 +idx: 118 entropy_left: 0.9811522341999133 entropy_right : 0.8112781244591328 -> 87 150 +idx: 120 entropy_left: 0.9672947789468944 entropy_right : 0.8366407419411673 -> 87 150 +idx: 122 entropy_left: 0.9852281360342516 entropy_right : 0.74959525725948 -> 87 150 +idx: 127 entropy_left: 0.9544340029249649 entropy_right : 0.828055725379504 -> 87 150 +idx: 130 entropy_left: 0.9807983646944296 entropy_right : 0.6098403047164004 -> 87 150 +idx: 132 entropy_left: 0.9709505944546686 entropy_right : 0.6500224216483541 -> 87 150 +idx: 133 entropy_left: 0.978070970973496 entropy_right : 0.5225593745369408 -> 87 150 +idx: 134 entropy_left: 0.9733854352299557 entropy_right : 0.5435644431995964 -> 87 150 +idx: 135 entropy_left: 0.9798687566511527 entropy_right : 0.35335933502142136 -> 87 150 +idx: 137 entropy_left: 0.9709505944546686 entropy_right : 0.39124356362925566 -> 87 150 +idx: 138 entropy_left: 0.9774178175281716 entropy_right : 0 -> 87 150 +cut: 6.0 index: 88 +start: 87 cut: 88 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9182958340544896 ent1= 0 ent2= 0.9235785996175947 +ig= 0.00937721220860277 delta= 2.8179204531838145 N 63 term 0.13923994862810618 +idx: 89 entropy_left: 0 entropy_right : 0.9127341558073343 -> 88 150 +idx: 91 entropy_left: 0.9182958340544896 entropy_right : 0.9238422284571814 -> 88 150 +idx: 95 entropy_left: 0.863120568566631 entropy_right : 0.8698926856041563 -> 88 150 +idx: 97 entropy_left: 0.9910760598382222 entropy_right : 0.8835850861052532 -> 88 150 +idx: 99 entropy_left: 0.9456603046006402 entropy_right : 0.8478617451660526 -> 88 150 +idx: 101 entropy_left: 0.9957274520849256 entropy_right : 0.863120568566631 -> 88 150 +idx: 102 entropy_left: 0.9852281360342516 entropy_right : 0.8426578772022391 -> 88 150 +idx: 104 entropy_left: 1.0 entropy_right : 0.8589810370425963 -> 88 150 +idx: 105 entropy_left: 0.9975025463691153 entropy_right : 0.8366407419411673 -> 88 150 +idx: 106 entropy_left: 1.0 entropy_right : 0.8453509366224365 -> 88 150 +idx: 107 entropy_left: 0.9980008838722996 entropy_right : 0.8203636429576732 -> 88 150 +idx: 109 entropy_left: 0.9983636725938131 entropy_right : 0.8390040613676977 -> 88 150 +idx: 110 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 88 150 +idx: 113 entropy_left: 0.9895875212220557 entropy_right : 0.8418521897563207 -> 88 150 +idx: 114 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 88 150 +idx: 117 entropy_left: 0.9784493292686189 entropy_right : 0.8453509366224365 -> 88 150 +idx: 118 entropy_left: 0.9871377743721863 entropy_right : 0.8112781244591328 -> 88 150 +idx: 120 entropy_left: 0.9744894033980523 entropy_right : 0.8366407419411673 -> 88 150 +idx: 122 entropy_left: 0.9899927915575188 entropy_right : 0.74959525725948 -> 88 150 +idx: 127 entropy_left: 0.961236604722876 entropy_right : 0.828055725379504 -> 88 150 +idx: 130 entropy_left: 0.9852281360342516 entropy_right : 0.6098403047164004 -> 88 150 +idx: 132 entropy_left: 0.976020648236615 entropy_right : 0.6500224216483541 -> 88 150 +idx: 133 entropy_left: 0.9824740868386409 entropy_right : 0.5225593745369408 -> 88 150 +idx: 134 entropy_left: 0.978070970973496 entropy_right : 0.5435644431995964 -> 88 150 +idx: 135 entropy_left: 0.9839393951635756 entropy_right : 0.35335933502142136 -> 88 150 +idx: 137 entropy_left: 0.9755259511264972 entropy_right : 0.39124356362925566 -> 88 150 +idx: 138 entropy_left: 0.9814538950336535 entropy_right : 0 -> 88 150 +cut: 6.05 index: 89 +start: 88 cut: 89 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9235785996175947 ent1= 0 ent2= 0.9127341558073343 +ig= 0.025565962452314128 delta= 2.7856660344370834 N 62 term 0.14058715116128984 +idx: 91 entropy_left: 0 entropy_right : 0.9238422284571814 -> 89 150 +idx: 95 entropy_left: 0.9182958340544896 entropy_right : 0.8698926856041563 -> 89 150 +idx: 97 entropy_left: 1.0 entropy_right : 0.8835850861052532 -> 89 150 +idx: 99 entropy_left: 0.9709505944546686 entropy_right : 0.8478617451660526 -> 89 150 +idx: 101 entropy_left: 1.0 entropy_right : 0.863120568566631 -> 89 150 +idx: 102 entropy_left: 0.9957274520849256 entropy_right : 0.8426578772022391 -> 89 150 +idx: 104 entropy_left: 0.9967916319816366 entropy_right : 0.8589810370425963 -> 89 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 89 150 +idx: 106 entropy_left: 0.9975025463691153 entropy_right : 0.8453509366224365 -> 89 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 89 150 +idx: 109 entropy_left: 0.9927744539878084 entropy_right : 0.8390040613676977 -> 89 150 +idx: 110 entropy_left: 0.9983636725938131 entropy_right : 0.8112781244591328 -> 89 150 +idx: 113 entropy_left: 0.9798687566511527 entropy_right : 0.8418521897563207 -> 89 150 +idx: 114 entropy_left: 0.9895875212220557 entropy_right : 0.8112781244591328 -> 89 150 +idx: 117 entropy_left: 0.9666186325481028 entropy_right : 0.8453509366224365 -> 89 150 +idx: 118 entropy_left: 0.9784493292686189 entropy_right : 0.8112781244591328 -> 89 150 +idx: 120 entropy_left: 0.9629004147713269 entropy_right : 0.8366407419411673 -> 89 150 +idx: 122 entropy_left: 0.9833761901392237 entropy_right : 0.74959525725948 -> 89 150 +idx: 127 entropy_left: 0.9494520153879484 entropy_right : 0.828055725379504 -> 89 150 +idx: 130 entropy_left: 0.9788698505067785 entropy_right : 0.6098403047164004 -> 89 150 +idx: 132 entropy_left: 0.9681647320759548 entropy_right : 0.6500224216483541 -> 89 150 +idx: 133 entropy_left: 0.976020648236615 entropy_right : 0.5225593745369408 -> 89 150 +idx: 134 entropy_left: 0.9709505944546686 entropy_right : 0.5435644431995964 -> 89 150 +idx: 135 entropy_left: 0.978070970973496 entropy_right : 0.35335933502142136 -> 89 150 +idx: 137 entropy_left: 0.9684610087601622 entropy_right : 0.39124356362925566 -> 89 150 +idx: 138 entropy_left: 0.9755259511264972 entropy_right : 0 -> 89 150 +cut: 6.1 index: 91 +start: 89 cut: 91 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9127341558073343 ent1= 0 ent2= 0.9238422284571814 +ig= 0.019181836479896575 delta= 2.8295710673572985 N 61 term 0.14322068299943963 +idx: 95 entropy_left: 0 entropy_right : 0.8698926856041563 -> 91 150 +idx: 97 entropy_left: 0.9182958340544896 entropy_right : 0.8835850861052532 -> 91 150 +idx: 99 entropy_left: 0.8112781244591328 entropy_right : 0.8478617451660526 -> 91 150 +idx: 101 entropy_left: 0.9709505944546686 entropy_right : 0.863120568566631 -> 91 150 +idx: 102 entropy_left: 0.9456603046006402 entropy_right : 0.8426578772022391 -> 91 150 +idx: 104 entropy_left: 0.9957274520849256 entropy_right : 0.8589810370425963 -> 91 150 +idx: 105 entropy_left: 0.9852281360342516 entropy_right : 0.8366407419411673 -> 91 150 +idx: 106 entropy_left: 0.9967916319816366 entropy_right : 0.8453509366224365 -> 91 150 +idx: 107 entropy_left: 0.9886994082884974 entropy_right : 0.8203636429576732 -> 91 150 +idx: 109 entropy_left: 1.0 entropy_right : 0.8390040613676977 -> 91 150 +idx: 110 entropy_left: 0.9980008838722996 entropy_right : 0.8112781244591328 -> 91 150 +idx: 113 entropy_left: 0.9940302114769565 entropy_right : 0.8418521897563207 -> 91 150 +idx: 114 entropy_left: 0.9986359641585718 entropy_right : 0.8112781244591328 -> 91 150 +idx: 117 entropy_left: 0.9828586897127056 entropy_right : 0.8453509366224365 -> 91 150 +idx: 118 entropy_left: 0.9910760598382222 entropy_right : 0.8112781244591328 -> 91 150 +idx: 120 entropy_left: 0.9784493292686189 entropy_right : 0.8366407419411673 -> 91 150 +idx: 122 entropy_left: 0.9932338197397066 entropy_right : 0.74959525725948 -> 91 150 +idx: 127 entropy_left: 0.9640787648082292 entropy_right : 0.828055725379504 -> 91 150 +idx: 130 entropy_left: 0.9881108365218301 entropy_right : 0.6098403047164004 -> 91 150 +idx: 132 entropy_left: 0.9788698505067785 entropy_right : 0.6500224216483541 -> 91 150 +idx: 133 entropy_left: 0.9852281360342516 entropy_right : 0.5225593745369408 -> 91 150 +idx: 134 entropy_left: 0.9807983646944296 entropy_right : 0.5435644431995964 -> 91 150 +idx: 135 entropy_left: 0.9865446300055645 entropy_right : 0.35335933502142136 -> 91 150 +idx: 137 entropy_left: 0.978070970973496 entropy_right : 0.39124356362925566 -> 91 150 +idx: 138 entropy_left: 0.9839393951635756 entropy_right : 0 -> 91 150 +cut: 6.15 index: 95 +start: 91 cut: 95 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.9238422284571814 ent1= 0 ent2= 0.8698926856041563 +ig= 0.11292531814822215 delta= 2.6994558363515537 N 59 term 0.14504130222845976 +idx: 97 entropy_left: 0 entropy_right : 0.8835850861052532 -> 95 150 +idx: 99 entropy_left: 1.0 entropy_right : 0.8478617451660526 -> 95 150 +idx: 101 entropy_left: 0.9182958340544896 entropy_right : 0.863120568566631 -> 95 150 +idx: 102 entropy_left: 0.9852281360342516 entropy_right : 0.8426578772022391 -> 95 150 +idx: 104 entropy_left: 0.9182958340544896 entropy_right : 0.8589810370425963 -> 95 150 +idx: 105 entropy_left: 0.9709505944546686 entropy_right : 0.8366407419411673 -> 95 150 +idx: 106 entropy_left: 0.9456603046006402 entropy_right : 0.8453509366224365 -> 95 150 +idx: 107 entropy_left: 0.9798687566511527 entropy_right : 0.8203636429576732 -> 95 150 +idx: 109 entropy_left: 0.9402859586706309 entropy_right : 0.8390040613676977 -> 95 150 +idx: 110 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 95 150 +idx: 113 entropy_left: 0.9182958340544896 entropy_right : 0.8418521897563207 -> 95 150 +idx: 114 entropy_left: 0.9494520153879484 entropy_right : 0.8112781244591328 -> 95 150 +idx: 117 entropy_left: 0.9023932827949789 entropy_right : 0.8453509366224365 -> 95 150 +idx: 118 entropy_left: 0.9321115676166747 entropy_right : 0.8112781244591328 -> 95 150 +idx: 120 entropy_left: 0.904381457724494 entropy_right : 0.8366407419411673 -> 95 150 +idx: 122 entropy_left: 0.9509560484549725 entropy_right : 0.74959525725948 -> 95 150 +idx: 127 entropy_left: 0.8960382325345575 entropy_right : 0.828055725379504 -> 95 150 +idx: 130 entropy_left: 0.9517626756348311 entropy_right : 0.6098403047164004 -> 95 150 +idx: 132 entropy_left: 0.9352691398683566 entropy_right : 0.6500224216483541 -> 95 150 +idx: 133 entropy_left: 0.9494520153879484 entropy_right : 0.5225593745369408 -> 95 150 +idx: 134 entropy_left: 0.9418285354475157 entropy_right : 0.5435644431995964 -> 95 150 +idx: 135 entropy_left: 0.9544340029249649 entropy_right : 0.35335933502142136 -> 95 150 +idx: 137 entropy_left: 0.9402859586706309 entropy_right : 0.39124356362925566 -> 95 150 +idx: 138 entropy_left: 0.9522656254366642 entropy_right : 0 -> 95 150 +cut: 6.2 index: 97 +start: 95 cut: 97 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8698926856041563 ent1= 0 ent2= 0.8835850861052532 +ig= 0.018437966266366845 delta= 2.8347397230597977 N 55 term 0.15617504045860486 +idx: 99 entropy_left: 0 entropy_right : 0.8478617451660526 -> 97 150 +idx: 101 entropy_left: 1.0 entropy_right : 0.863120568566631 -> 97 150 +idx: 102 entropy_left: 0.9709505944546686 entropy_right : 0.8426578772022391 -> 97 150 +idx: 104 entropy_left: 0.9852281360342516 entropy_right : 0.8589810370425963 -> 97 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 97 150 +idx: 106 entropy_left: 0.9910760598382222 entropy_right : 0.8453509366224365 -> 97 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 97 150 +idx: 109 entropy_left: 0.9798687566511527 entropy_right : 0.8390040613676977 -> 97 150 +idx: 110 entropy_left: 0.9957274520849256 entropy_right : 0.8112781244591328 -> 97 150 +idx: 113 entropy_left: 0.9544340029249649 entropy_right : 0.8418521897563207 -> 97 150 +idx: 114 entropy_left: 0.9774178175281716 entropy_right : 0.8112781244591328 -> 97 150 +idx: 117 entropy_left: 0.934068055375491 entropy_right : 0.8453509366224365 -> 97 150 +idx: 118 entropy_left: 0.9587118829771318 entropy_right : 0.8112781244591328 -> 97 150 +idx: 120 entropy_left: 0.9321115676166747 entropy_right : 0.8366407419411673 -> 97 150 +idx: 122 entropy_left: 0.9709505944546686 entropy_right : 0.74959525725948 -> 97 150 +idx: 127 entropy_left: 0.9182958340544896 entropy_right : 0.828055725379504 -> 97 150 +idx: 130 entropy_left: 0.9672947789468944 entropy_right : 0.6098403047164004 -> 97 150 +idx: 132 entropy_left: 0.9517626756348311 entropy_right : 0.6500224216483541 -> 97 150 +idx: 133 entropy_left: 0.9640787648082292 entropy_right : 0.5225593745369408 -> 97 150 +idx: 134 entropy_left: 0.9568886656798212 entropy_right : 0.5435644431995964 -> 97 150 +idx: 135 entropy_left: 0.9677884628267679 entropy_right : 0.35335933502142136 -> 97 150 +idx: 137 entropy_left: 0.9544340029249649 entropy_right : 0.39124356362925566 -> 97 150 +idx: 138 entropy_left: 0.9649567669505688 entropy_right : 0 -> 97 150 +cut: 6.25 index: 99 +start: 97 cut: 99 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8835850861052532 ent1= 0 ent2= 0.8478617451660526 +ig= 0.06771812377565545 delta= 2.735908240179203 N 53 term 0.15917637657208103 +idx: 101 entropy_left: 0 entropy_right : 0.863120568566631 -> 99 150 +idx: 102 entropy_left: 0.9182958340544896 entropy_right : 0.8426578772022391 -> 99 150 +idx: 104 entropy_left: 0.7219280948873623 entropy_right : 0.8589810370425963 -> 99 150 +idx: 105 entropy_left: 0.9182958340544896 entropy_right : 0.8366407419411673 -> 99 150 +idx: 106 entropy_left: 0.863120568566631 entropy_right : 0.8453509366224365 -> 99 150 +idx: 107 entropy_left: 0.9544340029249649 entropy_right : 0.8203636429576732 -> 99 150 +idx: 109 entropy_left: 0.8812908992306927 entropy_right : 0.8390040613676977 -> 99 150 +idx: 110 entropy_left: 0.9456603046006402 entropy_right : 0.8112781244591328 -> 99 150 +idx: 113 entropy_left: 0.863120568566631 entropy_right : 0.8418521897563207 -> 99 150 +idx: 114 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 99 150 +idx: 117 entropy_left: 0.8524051786494786 entropy_right : 0.8453509366224365 -> 99 150 +idx: 118 entropy_left: 0.8997437586982626 entropy_right : 0.8112781244591328 -> 99 150 +idx: 120 entropy_left: 0.863120568566631 entropy_right : 0.8366407419411673 -> 99 150 +idx: 122 entropy_left: 0.9321115676166747 entropy_right : 0.74959525725948 -> 99 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 99 150 +idx: 130 entropy_left: 0.9383153522334069 entropy_right : 0.6098403047164004 -> 99 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 99 150 +idx: 133 entropy_left: 0.9366673818775626 entropy_right : 0.5225593745369408 -> 99 150 +idx: 134 entropy_left: 0.9275265884316759 entropy_right : 0.5435644431995964 -> 99 150 +idx: 135 entropy_left: 0.943601631299382 entropy_right : 0.35335933502142136 -> 99 150 +idx: 137 entropy_left: 0.9268190639645772 entropy_right : 0.39124356362925566 -> 99 150 +idx: 138 entropy_left: 0.9418285354475157 entropy_right : 0 -> 99 150 +cut: 6.3 index: 101 +start: 99 cut: 101 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8478617451660526 ent1= 0 ent2= 0.863120568566631 +ig= 0.018589042033407166 delta= 2.837872568858761 N 51 term 0.16630840703202912 +idx: 102 entropy_left: 0 entropy_right : 0.8426578772022391 -> 101 150 +idx: 104 entropy_left: 0.9182958340544896 entropy_right : 0.8589810370425963 -> 101 150 +idx: 105 entropy_left: 1.0 entropy_right : 0.8366407419411673 -> 101 150 +idx: 106 entropy_left: 0.9709505944546686 entropy_right : 0.8453509366224365 -> 101 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 101 150 +idx: 109 entropy_left: 0.9544340029249649 entropy_right : 0.8390040613676977 -> 101 150 +idx: 110 entropy_left: 0.9910760598382222 entropy_right : 0.8112781244591328 -> 101 150 +idx: 113 entropy_left: 0.9182958340544896 entropy_right : 0.8418521897563207 -> 101 150 +idx: 114 entropy_left: 0.961236604722876 entropy_right : 0.8112781244591328 -> 101 150 +idx: 117 entropy_left: 0.8960382325345575 entropy_right : 0.8453509366224365 -> 101 150 +idx: 118 entropy_left: 0.9366673818775626 entropy_right : 0.8112781244591328 -> 101 150 +idx: 120 entropy_left: 0.8997437586982626 entropy_right : 0.8366407419411673 -> 101 150 +idx: 122 entropy_left: 0.9587118829771318 entropy_right : 0.74959525725948 -> 101 150 +idx: 127 entropy_left: 0.8904916402194913 entropy_right : 0.828055725379504 -> 101 150 +idx: 130 entropy_left: 0.9575534837147482 entropy_right : 0.6098403047164004 -> 101 150 +idx: 132 entropy_left: 0.9383153522334069 entropy_right : 0.6500224216483541 -> 101 150 +idx: 133 entropy_left: 0.9544340029249649 entropy_right : 0.5225593745369408 -> 101 150 +idx: 134 entropy_left: 0.9456603046006402 entropy_right : 0.5435644431995964 -> 101 150 +idx: 135 entropy_left: 0.9596868937742169 entropy_right : 0.35335933502142136 -> 101 150 +idx: 137 entropy_left: 0.943601631299382 entropy_right : 0.39124356362925566 -> 101 150 +idx: 138 entropy_left: 0.9568886656798212 entropy_right : 0 -> 101 150 +cut: 6.3 index: 102 +start: 101 cut: 102 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.863120568566631 ent1= 0 ent2= 0.8426578772022391 +ig= 0.03765979089913152 delta= 2.7664295393288203 N 49 term 0.17043657224591788 +idx: 104 entropy_left: 0 entropy_right : 0.8589810370425963 -> 102 150 +idx: 105 entropy_left: 0.9182958340544896 entropy_right : 0.8366407419411673 -> 102 150 +idx: 106 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 102 150 +idx: 107 entropy_left: 0.9709505944546686 entropy_right : 0.8203636429576732 -> 102 150 +idx: 109 entropy_left: 0.863120568566631 entropy_right : 0.8390040613676977 -> 102 150 +idx: 110 entropy_left: 0.9544340029249649 entropy_right : 0.8112781244591328 -> 102 150 +idx: 113 entropy_left: 0.8453509366224365 entropy_right : 0.8418521897563207 -> 102 150 +idx: 114 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 102 150 +idx: 117 entropy_left: 0.8366407419411673 entropy_right : 0.8453509366224365 -> 102 150 +idx: 118 entropy_left: 0.8960382325345575 entropy_right : 0.8112781244591328 -> 102 150 +idx: 120 entropy_left: 0.8524051786494786 entropy_right : 0.8366407419411673 -> 102 150 +idx: 122 entropy_left: 0.934068055375491 entropy_right : 0.74959525725948 -> 102 150 +idx: 127 entropy_left: 0.8554508105601307 entropy_right : 0.828055725379504 -> 102 150 +idx: 130 entropy_left: 0.9402859586706309 entropy_right : 0.6098403047164004 -> 102 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 102 150 +idx: 133 entropy_left: 0.9383153522334069 entropy_right : 0.5225593745369408 -> 102 150 +idx: 134 entropy_left: 0.9283620723948678 entropy_right : 0.5435644431995964 -> 102 150 +idx: 135 entropy_left: 0.9456603046006402 entropy_right : 0.35335933502142136 -> 102 150 +idx: 137 entropy_left: 0.9275265884316759 entropy_right : 0.39124356362925566 -> 102 150 +idx: 138 entropy_left: 0.943601631299382 entropy_right : 0 -> 102 150 +cut: 6.3 index: 104 +start: 102 cut: 104 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8426578772022391 ent1= 0 ent2= 0.8589810370425963 +ig= 0.019467716703084226 delta= 2.8400012417383187 N 48 term 0.17488729361283242 +idx: 105 entropy_left: 0 entropy_right : 0.8366407419411673 -> 104 150 +idx: 106 entropy_left: 1.0 entropy_right : 0.8453509366224365 -> 104 150 +idx: 107 entropy_left: 0.9182958340544896 entropy_right : 0.8203636429576732 -> 104 150 +idx: 109 entropy_left: 0.9709505944546686 entropy_right : 0.8390040613676977 -> 104 150 +idx: 110 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 104 150 +idx: 113 entropy_left: 0.9182958340544896 entropy_right : 0.8418521897563207 -> 104 150 +idx: 114 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 104 150 +idx: 117 entropy_left: 0.8904916402194913 entropy_right : 0.8453509366224365 -> 104 150 +idx: 118 entropy_left: 0.9402859586706309 entropy_right : 0.8112781244591328 -> 104 150 +idx: 120 entropy_left: 0.8960382325345575 entropy_right : 0.8366407419411673 -> 104 150 +idx: 122 entropy_left: 0.9640787648082292 entropy_right : 0.74959525725948 -> 104 150 +idx: 127 entropy_left: 0.8865408928220899 entropy_right : 0.828055725379504 -> 104 150 +idx: 130 entropy_left: 0.961236604722876 entropy_right : 0.6098403047164004 -> 104 150 +idx: 132 entropy_left: 0.9402859586706309 entropy_right : 0.6500224216483541 -> 104 150 +idx: 133 entropy_left: 0.9575534837147482 entropy_right : 0.5225593745369408 -> 104 150 +idx: 134 entropy_left: 0.9480782435939054 entropy_right : 0.5435644431995964 -> 104 150 +idx: 135 entropy_left: 0.9629004147713269 entropy_right : 0.35335933502142136 -> 104 150 +idx: 137 entropy_left: 0.9456603046006402 entropy_right : 0.39124356362925566 -> 104 150 +idx: 138 entropy_left: 0.9596868937742169 entropy_right : 0 -> 104 150 +cut: 6.3 index: 105 +start: 104 cut: 105 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8589810370425963 ent1= 0 ent2= 0.8366407419411673 +ig= 0.040528137317541346 delta= 2.762674331854746 N 46 term 0.17944624843879176 +idx: 106 entropy_left: 0 entropy_right : 0.8453509366224365 -> 105 150 +idx: 107 entropy_left: 1.0 entropy_right : 0.8203636429576732 -> 105 150 +idx: 109 entropy_left: 0.8112781244591328 entropy_right : 0.8390040613676977 -> 105 150 +idx: 110 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 105 150 +idx: 113 entropy_left: 0.8112781244591328 entropy_right : 0.8418521897563207 -> 105 150 +idx: 114 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 105 150 +idx: 117 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 105 150 +idx: 118 entropy_left: 0.8904916402194913 entropy_right : 0.8112781244591328 -> 105 150 +idx: 120 entropy_left: 0.8366407419411673 entropy_right : 0.8366407419411673 -> 105 150 +idx: 122 entropy_left: 0.9366673818775626 entropy_right : 0.74959525725948 -> 105 150 +idx: 127 entropy_left: 0.8453509366224365 entropy_right : 0.828055725379504 -> 105 150 +idx: 130 entropy_left: 0.9426831892554922 entropy_right : 0.6098403047164004 -> 105 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 105 150 +idx: 133 entropy_left: 0.9402859586706309 entropy_right : 0.5225593745369408 -> 105 150 +idx: 134 entropy_left: 0.9293636260137187 entropy_right : 0.5435644431995964 -> 105 150 +idx: 135 entropy_left: 0.9480782435939054 entropy_right : 0.35335933502142136 -> 105 150 +idx: 137 entropy_left: 0.9283620723948678 entropy_right : 0.39124356362925566 -> 105 150 +idx: 138 entropy_left: 0.9456603046006402 entropy_right : 0 -> 105 150 +cut: 6.3 index: 106 +start: 105 cut: 106 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8366407419411673 ent1= 0 ent2= 0.8453509366224365 +ig= 0.010075381688118279 delta= 2.824775311420143 N 45 term 0.18409348733460978 +idx: 107 entropy_left: 0 entropy_right : 0.8203636429576732 -> 106 150 +idx: 109 entropy_left: 0.9182958340544896 entropy_right : 0.8390040613676977 -> 106 150 +idx: 110 entropy_left: 1.0 entropy_right : 0.8112781244591328 -> 106 150 +idx: 113 entropy_left: 0.863120568566631 entropy_right : 0.8418521897563207 -> 106 150 +idx: 114 entropy_left: 0.9544340029249649 entropy_right : 0.8112781244591328 -> 106 150 +idx: 117 entropy_left: 0.8453509366224365 entropy_right : 0.8453509366224365 -> 106 150 +idx: 118 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 106 150 +idx: 120 entropy_left: 0.863120568566631 entropy_right : 0.8366407419411673 -> 106 150 +idx: 122 entropy_left: 0.9544340029249649 entropy_right : 0.74959525725948 -> 106 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 106 150 +idx: 130 entropy_left: 0.9544340029249649 entropy_right : 0.6098403047164004 -> 106 150 +idx: 132 entropy_left: 0.930586129131993 entropy_right : 0.6500224216483541 -> 106 150 +idx: 133 entropy_left: 0.9509560484549725 entropy_right : 0.5225593745369408 -> 106 150 +idx: 134 entropy_left: 0.9402859586706309 entropy_right : 0.5435644431995964 -> 106 150 +idx: 135 entropy_left: 0.9575534837147482 entropy_right : 0.35335933502142136 -> 106 150 +idx: 137 entropy_left: 0.9383153522334069 entropy_right : 0.39124356362925566 -> 106 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 106 150 +cut: 6.3 index: 107 +start: 106 cut: 107 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8453509366224365 ent1= 0 ent2= 0.8203636429576732 +ig= 0.043631921913801386 delta= 2.7573803347280776 N 44 term 0.18599193385068583 +idx: 109 entropy_left: 0 entropy_right : 0.8390040613676977 -> 107 150 +idx: 110 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 107 150 +idx: 113 entropy_left: 0.6500224216483541 entropy_right : 0.8418521897563207 -> 107 150 +idx: 114 entropy_left: 0.863120568566631 entropy_right : 0.8112781244591328 -> 107 150 +idx: 117 entropy_left: 0.7219280948873623 entropy_right : 0.8453509366224365 -> 107 150 +idx: 118 entropy_left: 0.8453509366224365 entropy_right : 0.8112781244591328 -> 107 150 +idx: 120 entropy_left: 0.7793498372920852 entropy_right : 0.8366407419411673 -> 107 150 +idx: 122 entropy_left: 0.9182958340544896 entropy_right : 0.74959525725948 -> 107 150 +idx: 127 entropy_left: 0.8112781244591328 entropy_right : 0.828055725379504 -> 107 150 +idx: 130 entropy_left: 0.9321115676166747 entropy_right : 0.6098403047164004 -> 107 150 +idx: 132 entropy_left: 0.904381457724494 entropy_right : 0.6500224216483541 -> 107 150 +idx: 133 entropy_left: 0.930586129131993 entropy_right : 0.5225593745369408 -> 107 150 +idx: 134 entropy_left: 0.9182958340544896 entropy_right : 0.5435644431995964 -> 107 150 +idx: 135 entropy_left: 0.9402859586706309 entropy_right : 0.35335933502142136 -> 107 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 107 150 +idx: 138 entropy_left: 0.9383153522334069 entropy_right : 0 -> 107 150 +cut: 6.4 index: 109 +start: 107 cut: 109 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8203636429576732 ent1= 0 ent2= 0.8390040613676977 +ig= 0.020383026304752083 delta= 2.8446357588776534 N 43 term 0.19155705073619567 +idx: 110 entropy_left: 0 entropy_right : 0.8112781244591328 -> 109 150 +idx: 113 entropy_left: 0.8112781244591328 entropy_right : 0.8418521897563207 -> 109 150 +idx: 114 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 109 150 +idx: 117 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 109 150 +idx: 118 entropy_left: 0.9182958340544896 entropy_right : 0.8112781244591328 -> 109 150 +idx: 120 entropy_left: 0.8453509366224365 entropy_right : 0.8366407419411673 -> 109 150 +idx: 122 entropy_left: 0.961236604722876 entropy_right : 0.74959525725948 -> 109 150 +idx: 127 entropy_left: 0.8524051786494786 entropy_right : 0.828055725379504 -> 109 150 +idx: 130 entropy_left: 0.9587118829771318 entropy_right : 0.6098403047164004 -> 109 150 +idx: 132 entropy_left: 0.9321115676166747 entropy_right : 0.6500224216483541 -> 109 150 +idx: 133 entropy_left: 0.9544340029249649 entropy_right : 0.5225593745369408 -> 109 150 +idx: 134 entropy_left: 0.9426831892554922 entropy_right : 0.5435644431995964 -> 109 150 +idx: 135 entropy_left: 0.961236604722876 entropy_right : 0.35335933502142136 -> 109 150 +idx: 137 entropy_left: 0.9402859586706309 entropy_right : 0.39124356362925566 -> 109 150 +idx: 138 entropy_left: 0.9575534837147482 entropy_right : 0 -> 109 150 +cut: 6.4 index: 110 +start: 109 cut: 110 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8390040613676977 ent1= 0 ent2= 0.8112781244591328 +ig= 0.04751320823683636 delta= 2.7519030482404743 N 41 term 0.19692271080799603 +idx: 113 entropy_left: 0 entropy_right : 0.8418521897563207 -> 110 150 +idx: 114 entropy_left: 0.8112781244591328 entropy_right : 0.8112781244591328 -> 110 150 +idx: 117 entropy_left: 0.5916727785823275 entropy_right : 0.8453509366224365 -> 110 150 +idx: 118 entropy_left: 0.8112781244591328 entropy_right : 0.8112781244591328 -> 110 150 +idx: 120 entropy_left: 0.7219280948873623 entropy_right : 0.8366407419411673 -> 110 150 +idx: 122 entropy_left: 0.9182958340544896 entropy_right : 0.74959525725948 -> 110 150 +idx: 127 entropy_left: 0.7871265862012691 entropy_right : 0.828055725379504 -> 110 150 +idx: 130 entropy_left: 0.934068055375491 entropy_right : 0.6098403047164004 -> 110 150 +idx: 132 entropy_left: 0.9023932827949789 entropy_right : 0.6500224216483541 -> 110 150 +idx: 133 entropy_left: 0.9321115676166747 entropy_right : 0.5225593745369408 -> 110 150 +idx: 134 entropy_left: 0.9182958340544896 entropy_right : 0.5435644431995964 -> 110 150 +idx: 135 entropy_left: 0.9426831892554922 entropy_right : 0.35335933502142136 -> 110 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 110 150 +idx: 138 entropy_left: 0.9402859586706309 entropy_right : 0 -> 110 150 +cut: 6.4 index: 113 +start: 110 cut: 113 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8112781244591328 ent1= 0 ent2= 0.8418521897563207 +ig= 0.03256484893453615 delta= 2.86850305265198 N 40 term 0.20384763178785575 +idx: 114 entropy_left: 0 entropy_right : 0.8112781244591328 -> 113 150 +idx: 117 entropy_left: 0.8112781244591328 entropy_right : 0.8453509366224365 -> 113 150 +idx: 118 entropy_left: 0.9709505944546686 entropy_right : 0.8112781244591328 -> 113 150 +idx: 120 entropy_left: 0.863120568566631 entropy_right : 0.8366407419411673 -> 113 150 +idx: 122 entropy_left: 0.9910760598382222 entropy_right : 0.74959525725948 -> 113 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 113 150 +idx: 130 entropy_left: 0.9774178175281716 entropy_right : 0.6098403047164004 -> 113 150 +idx: 132 entropy_left: 0.9494520153879484 entropy_right : 0.6500224216483541 -> 113 150 +idx: 133 entropy_left: 0.9709505944546686 entropy_right : 0.5225593745369408 -> 113 150 +idx: 134 entropy_left: 0.9587118829771318 entropy_right : 0.5435644431995964 -> 113 150 +idx: 135 entropy_left: 0.976020648236615 entropy_right : 0.35335933502142136 -> 113 150 +idx: 137 entropy_left: 0.9544340029249649 entropy_right : 0.39124356362925566 -> 113 150 +idx: 138 entropy_left: 0.9709505944546686 entropy_right : 0 -> 113 150 +cut: 6.4 index: 114 +start: 113 cut: 114 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8418521897563207 ent1= 0 ent2= 0.8112781244591328 +ig= 0.05250050109338056 delta= 2.746206791463228 N 37 term 0.21394950791636597 +idx: 117 entropy_left: 0 entropy_right : 0.8453509366224365 -> 114 150 +idx: 118 entropy_left: 0.8112781244591328 entropy_right : 0.8112781244591328 -> 114 150 +idx: 120 entropy_left: 0.6500224216483541 entropy_right : 0.8366407419411673 -> 114 150 +idx: 122 entropy_left: 0.9544340029249649 entropy_right : 0.74959525725948 -> 114 150 +idx: 127 entropy_left: 0.7793498372920852 entropy_right : 0.828055725379504 -> 114 150 +idx: 130 entropy_left: 0.9544340029249649 entropy_right : 0.6098403047164004 -> 114 150 +idx: 132 entropy_left: 0.9182958340544896 entropy_right : 0.6500224216483541 -> 114 150 +idx: 133 entropy_left: 0.9494520153879484 entropy_right : 0.5225593745369408 -> 114 150 +idx: 134 entropy_left: 0.934068055375491 entropy_right : 0.5435644431995964 -> 114 150 +idx: 135 entropy_left: 0.9587118829771318 entropy_right : 0.35335933502142136 -> 114 150 +idx: 137 entropy_left: 0.9321115676166747 entropy_right : 0.39124356362925566 -> 114 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 114 150 +cut: 6.5 index: 117 +start: 114 cut: 117 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8112781244591328 ent1= 0 ent2= 0.8453509366224365 +ig= 0.03637309922189935 delta= 2.8755005463842114 N 36 term 0.22235509898136602 +idx: 118 entropy_left: 0 entropy_right : 0.8112781244591328 -> 117 150 +idx: 120 entropy_left: 0.9182958340544896 entropy_right : 0.8366407419411673 -> 117 150 +idx: 122 entropy_left: 0.9709505944546686 entropy_right : 0.74959525725948 -> 117 150 +idx: 127 entropy_left: 0.8812908992306927 entropy_right : 0.828055725379504 -> 117 150 +idx: 130 entropy_left: 0.9957274520849256 entropy_right : 0.6098403047164004 -> 117 150 +idx: 132 entropy_left: 0.9709505944546686 entropy_right : 0.6500224216483541 -> 117 150 +idx: 133 entropy_left: 0.9886994082884974 entropy_right : 0.5225593745369408 -> 117 150 +idx: 134 entropy_left: 0.9774178175281716 entropy_right : 0.5435644431995964 -> 117 150 +idx: 135 entropy_left: 0.9910760598382222 entropy_right : 0.35335933502142136 -> 117 150 +idx: 137 entropy_left: 0.9709505944546686 entropy_right : 0.39124356362925566 -> 117 150 +idx: 138 entropy_left: 0.9852281360342516 entropy_right : 0 -> 117 150 +cut: 6.5 index: 118 +start: 117 cut: 118 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8453509366224365 ent1= 0 ent2= 0.8112781244591328 +ig= 0.058656997752974394 delta= 2.739209297730997 N 33 term 0.23452149387063628 +idx: 120 entropy_left: 0 entropy_right : 0.8366407419411673 -> 118 150 +idx: 122 entropy_left: 1.0 entropy_right : 0.74959525725948 -> 118 150 +idx: 127 entropy_left: 0.7642045065086203 entropy_right : 0.828055725379504 -> 118 150 +idx: 130 entropy_left: 0.9798687566511527 entropy_right : 0.6098403047164004 -> 118 150 +idx: 132 entropy_left: 0.9402859586706309 entropy_right : 0.6500224216483541 -> 118 150 +idx: 133 entropy_left: 0.9709505944546686 entropy_right : 0.5225593745369408 -> 118 150 +idx: 134 entropy_left: 0.9544340029249649 entropy_right : 0.5435644431995964 -> 118 150 +idx: 135 entropy_left: 0.9774178175281716 entropy_right : 0.35335933502142136 -> 118 150 +idx: 137 entropy_left: 0.9494520153879484 entropy_right : 0.39124356362925566 -> 118 150 +idx: 138 entropy_left: 0.9709505944546686 entropy_right : 0 -> 118 150 +cut: 6.55 index: 120 +start: 118 cut: 120 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8112781244591328 ent1= 0 ent2= 0.8366407419411673 +ig= 0.02692742888928845 delta= 2.858080157021673 N 32 term 0.24413363960651716 +idx: 122 entropy_left: 0 entropy_right : 0.74959525725948 -> 120 150 +idx: 127 entropy_left: 0.863120568566631 entropy_right : 0.828055725379504 -> 120 150 +idx: 130 entropy_left: 1.0 entropy_right : 0.6098403047164004 -> 120 150 +idx: 132 entropy_left: 0.9798687566511527 entropy_right : 0.6500224216483541 -> 120 150 +idx: 133 entropy_left: 0.9957274520849256 entropy_right : 0.5225593745369408 -> 120 150 +idx: 134 entropy_left: 0.9852281360342516 entropy_right : 0.5435644431995964 -> 120 150 +idx: 135 entropy_left: 0.9967916319816366 entropy_right : 0.35335933502142136 -> 120 150 +idx: 137 entropy_left: 0.9774178175281716 entropy_right : 0.39124356362925566 -> 120 150 +idx: 138 entropy_left: 0.9910760598382222 entropy_right : 0 -> 120 150 +cut: 6.65 index: 122 +start: 120 cut: 122 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.8366407419411673 ent1= 0 ent2= 0.74959525725948 +ig= 0.13701850183231934 delta= 2.6332639526942296 N 30 term 0.24970816492739342 +idx: 127 entropy_left: 0 entropy_right : 0.828055725379504 -> 122 150 +idx: 130 entropy_left: 0.9544340029249649 entropy_right : 0.6098403047164004 -> 122 150 +idx: 132 entropy_left: 0.8812908992306927 entropy_right : 0.6500224216483541 -> 122 150 +idx: 133 entropy_left: 0.9456603046006402 entropy_right : 0.5225593745369408 -> 122 150 +idx: 134 entropy_left: 0.9182958340544896 entropy_right : 0.5435644431995964 -> 122 150 +idx: 135 entropy_left: 0.961236604722876 entropy_right : 0.35335933502142136 -> 122 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 122 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 122 150 +cut: 6.7 index: 127 +start: 122 cut: 127 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.74959525725948 ent1= 0 ent2= 0.828055725379504 +ig= 0.06940662569774458 delta= 2.9642758582976523 N 28 term 0.2756844057307543 +idx: 130 entropy_left: 0 entropy_right : 0.6098403047164004 -> 127 150 +idx: 132 entropy_left: 0.9709505944546686 entropy_right : 0.6500224216483541 -> 127 150 +idx: 133 entropy_left: 0.9182958340544896 entropy_right : 0.5225593745369408 -> 127 150 +idx: 134 entropy_left: 0.9852281360342516 entropy_right : 0.5435644431995964 -> 127 150 +idx: 135 entropy_left: 0.9544340029249649 entropy_right : 0.35335933502142136 -> 127 150 +idx: 137 entropy_left: 1.0 entropy_right : 0.39124356362925566 -> 127 150 +idx: 138 entropy_left: 0.9940302114769565 entropy_right : 0 -> 127 150 +cut: 6.75 index: 130 +start: 127 cut: 130 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.828055725379504 ent1= 0 ent2= 0.6098403047164004 +ig= 0.2977598082348081 delta= 2.370924080731397 N 23 term 0.2969719869290737 +¡Ding! 6.75 130 +idx: 132 entropy_left: 0 entropy_right : 0.6500224216483541 -> 130 150 +idx: 133 entropy_left: 0.9182958340544896 entropy_right : 0.5225593745369408 -> 130 150 +idx: 134 entropy_left: 0.8112781244591328 entropy_right : 0.5435644431995964 -> 130 150 +idx: 135 entropy_left: 0.9709505944546686 entropy_right : 0.35335933502142136 -> 130 150 +idx: 137 entropy_left: 0.863120568566631 entropy_right : 0.39124356362925566 -> 130 150 +idx: 138 entropy_left: 0.9544340029249649 entropy_right : 0 -> 130 150 +cut: 6.8 index: 132 +start: 130 cut: 132 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.6098403047164004 ent1= 0 ent2= 0.6500224216483541 +ig= 0.024820125232881685 delta= 2.887719155921512 N 20 term 0.3567823334682549 +idx: 133 entropy_left: 0 entropy_right : 0.5225593745369408 -> 132 150 +idx: 134 entropy_left: 1.0 entropy_right : 0.5435644431995964 -> 132 150 +idx: 135 entropy_left: 0.9182958340544896 entropy_right : 0.35335933502142136 -> 132 150 +idx: 137 entropy_left: 0.9709505944546686 entropy_right : 0.39124356362925566 -> 132 150 +idx: 138 entropy_left: 1.0 entropy_right : 0 -> 132 150 +cut: 6.85 index: 133 +start: 132 cut: 133 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.6500224216483541 ent1= 0 ent2= 0.5225593745369408 +ig= 0.1564941234745767 delta= 2.5524288278347775 N 18 term 0.36888287050472873 +idx: 134 entropy_left: 0 entropy_right : 0.5435644431995964 -> 133 150 +idx: 135 entropy_left: 1.0 entropy_right : 0.35335933502142136 -> 133 150 +idx: 137 entropy_left: 0.8112781244591328 entropy_right : 0.39124356362925566 -> 133 150 +idx: 138 entropy_left: 0.9709505944546686 entropy_right : 0 -> 133 150 +cut: 6.9 index: 134 +start: 133 cut: 134 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.5225593745369408 ent1= 0 ent2= 0.5435644431995964 +ig= 0.010969310349085326 delta= 2.849365059382915 N 17 term 0.4029038270225244 +idx: 135 entropy_left: 0 entropy_right : 0.35335933502142136 -> 134 150 +idx: 137 entropy_left: 0.9182958340544896 entropy_right : 0.39124356362925566 -> 134 150 +idx: 138 entropy_left: 1.0 entropy_right : 0 -> 134 150 +cut: 6.9 index: 135 +start: 134 cut: 135 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.5435644431995964 ent1= 0 ent2= 0.35335933502142136 +ig= 0.21229006661701388 delta= 2.426944705701254 N 16 term 0.39586470633186077 +idx: 137 entropy_left: 0 entropy_right : 0.39124356362925566 -> 135 150 +idx: 138 entropy_left: 0.9182958340544896 entropy_right : 0 -> 135 150 +cut: 6.95 index: 137 +start: 135 cut: 137 end: 150 +k= 2 k1= 1 k2= 2 ent= 0.35335933502142136 ent1= 0 ent2= 0.39124356362925566 +ig= 0.01428157987606643 delta= 2.8831233792732727 N 15 term 0.44603188675539174 +idx: 138 entropy_left: 0 entropy_right : 0 -> 137 150 +cut: 7.05 index: 138 +start: 137 cut: 138 end: 150 +k= 2 k1= 1 k2= 1 ent= 0.39124356362925566 ent1= 0 ent2= 0 +ig= 0.39124356362925566 delta= 2.0248677947990927 N 13 term 0.4315254073477115 +[[4.9, 5.2, 5.4, 6.75]] diff --git a/sample.py b/sample.py index 3378203..278f365 100644 --- a/sample.py +++ b/sample.py @@ -1,8 +1,13 @@ from sklearn.datasets import load_iris from fimdlp.mdlp import FImdlp from fimdlp.cppfimdlp import CFImdlp +from sklearn.ensemble import RandomForestClassifier import numpy as np -from math import log +import time +from math import log2 + +from scipy.io import arff +import pandas as pd def entropy(y: np.array) -> float: @@ -30,7 +35,7 @@ def entropy(y: np.array) -> float: # Compute standard entropy. for prop in proportions: if prop != 0.0: - entropy -= prop * log(prop, 2) + entropy -= prop * log2(prop, 2) return entropy @@ -57,14 +62,37 @@ def information_gain( return result -data = load_iris() -X = data.data -y = data.target -features = data.feature_names +class_name = "speaker" +file_name = "kdd_JapaneseVowels.arff" +data = arff.loadarff(file_name) +df = pd.DataFrame(data[0]) +df.dropna(axis=0, how="any", inplace=True) +dataset = df +X = df.drop(class_name, axis=1) +features = X.columns +class_name = class_name +y, _ = pd.factorize(df[class_name]) +X = X.to_numpy() + +# data = load_iris() +# X = data.data +# y = data.target +# features = data.feature_names + + test = FImdlp() -test.fit(X, y) -test.transform(X) +now = time.time() +test.fit(X, y, features=[i for i in (range(3, 14))]) +fit_time = time.time() +print("Fitting: ", fit_time - now) +now = time.time() +Xt = test.transform(X) +print("Transforming: ", time.time() - now) print(test.get_cut_points()) + +clf = RandomForestClassifier(random_state=0) +print(clf.fit(Xt, y).score(Xt, y)) + # for proposal in [True, False]: # X = data.data # y = data.target diff --git a/setup.py b/setup.py index b1ce695..e62a83a 100644 --- a/setup.py +++ b/setup.py @@ -12,8 +12,10 @@ setup( name="cppfimdlp", sources=[ "fimdlp/cfimdlp.pyx", - "fimdlp/CPPFImdlp.cpp", - "fimdlp/Metrics.cpp", + # "fimdlp/CPPFImdlp.cpp", + # "fimdlp/Metrics.cpp", + "fimdlp/ccMetrics.cc", + "fimdlp/ccFImdlp.cc", ], language="c++", include_dirs=["fimdlp"],