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
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+idx: 25 entropy_left: 0.639556 entropy_right : 1.54334 -> 0 150
+idx: 29 entropy_left: 0.574828 entropy_right : 1.5202 -> 0 150
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+idx: 118 entropy_left: 0.845351 entropy_right : 0.811278 -> 107 150
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+idx: 137 entropy_left: 0.918296 entropy_right : 0.391244 -> 107 150
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+start: 107 cut: 109 end: 150
+k=2 k1=1 k2=2 ent=0.820364 ent1=0 ent2=0.839004
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+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
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+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
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+idx: 122 entropy_left: 0.918296 entropy_right : 0.749595 -> 110 150
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+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
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+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
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+idx: 137 entropy_left: 0.954434 entropy_right : 0.391244 -> 113 150
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+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
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+idx: 118 entropy_left: 0.811278 entropy_right : 0.811278 -> 114 150
+idx: 120 entropy_left: 0.650022 entropy_right : 0.836641 -> 114 150
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+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
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+idx: 132 entropy_left: 0.970951 entropy_right : 0.650022 -> 117 150
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+idx: 138 entropy_left: 1 entropy_right : 0 -> 134 150
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+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
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+idx: 4 entropy_left: 0.811278 entropy_right : 1.58449 -> 0 150
+idx: 5 entropy_left: 0.721928 entropy_right : 1.58406 -> 0 150
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+idx: 5 entropy_left: 0.721928 entropy_right : 1.48779 -> 0 98
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+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
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+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
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+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
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+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
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+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<std::tuple<int, int>, 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 <numeric>
+#include <iostream>
+#include <algorithm>
+#include <set>
+#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<float>::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<float>::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<float> 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 <utility>
+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 <set>
+#include <iostream>
+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<int> 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<std::tuple<int, int>, 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 <cmath>
+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 0963e6e..6eea999 100755
Binary files a/fimdlp/cppfimdlp.cpython-310-darwin.so and b/fimdlp/cppfimdlp.cpython-310-darwin.so differ
diff --git a/fimdlp/m2.cpp b/fimdlp/m2.cpp
new file mode 100644
index 0000000..73dadda
--- /dev/null
+++ b/fimdlp/m2.cpp
@@ -0,0 +1,36 @@
+
+#include <vector>
+
+using namespace std;
+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<float> samples;
+typedef vector<int> labels;
+typedef vector<size_t> indices_t;
+typedef vector<cutPoint_t> cutPoints_t;
+//typedef std::map<std::tuple<int, int>, float> cache_t;
+struct cutPointStruct {
+    size_t index;
+    float value;
+};
+typedef cutPointStruct xcutPoint_t;
+typedef vector<xcutPoint_t> 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 <vector>
+#include <map>
 
 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<float> samples;
     typedef vector<int> labels;
     typedef vector<size_t> indices_t;
     typedef vector<cutPoint_t> cutPoints_t;
+    typedef map<tuple<int, int>, float> cacheEnt_t;
+    typedef map<tuple<int, int, int>, float> cacheIg_t;
+    struct cutPointStruct {
+        size_t index;
+        float value;
+    };
+    typedef cutPointStruct xcutPoint_t;
+    typedef vector<xcutPoint_t> 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
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+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
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+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
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+idx:  83  entropy_left:  1.3600340979407453  entropy_right :  0.9411864371816835  ->  22   150
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+idx:  89  entropy_left:  1.4080568512494867  entropy_right :  0.9127341558073343  ->  22   150
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+idx:  95  entropy_left:  1.4378929868805908  entropy_right :  0.8698926856041563  ->  22   150
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+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
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+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
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+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
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+idx:  75  entropy_left:  1.2532975784630431  entropy_right :  1.0462881865460743  ->  24   150
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+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
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+idx:  84  entropy_left:  1.4009934786687808  entropy_right :  0.9456603046006402  ->  24   150
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+idx:  88  entropy_left:  1.4185644431995963  entropy_right :  0.9235785996175947  ->  24   150
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+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
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+idx:  104  entropy_left:  1.5128876215181606  entropy_right :  0.8589810370425963  ->  24   150
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+idx:  70  entropy_left:  1.1122129250331756  entropy_right :  1.105866621101474  ->  24   150
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+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
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+idx:  75  entropy_left:  1.2793146867260998  entropy_right :  1.0462881865460743  ->  29   150
+idx:  76  entropy_left:  1.2730452470559679  entropy_right :  0.9568886656798212  ->  29   150
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+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
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+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
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+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
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+idx:  71  entropy_left:  1.2449863769220126  entropy_right :  1.1104593064416028  ->  20   150
+idx:  72  entropy_left:  1.2374609054755092  entropy_right :  1.0511407586429597  ->  20   150
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+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
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+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
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+idx:  75  entropy_left:  1.2897001922180324  entropy_right :  1.0462881865460743  ->  21   150
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+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
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+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
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+idx:  75  entropy_left:  1.2532975784630431  entropy_right :  1.0462881865460743  ->  24   150
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+idx:  77  entropy_left:  1.2473860973972195  entropy_right :  0.9505668528932196  ->  24   150
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+idx:  79  entropy_left:  1.2968531170351285  entropy_right :  0.9477073729342066  ->  24   150
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+idx:  95  entropy_left:  1.4414340954861538  entropy_right :  0.8698926856041563  ->  24   150
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+idx:  104  entropy_left:  1.5128876215181606  entropy_right :  0.8589810370425963  ->  24   150
+idx:  105  entropy_left:  1.5082979986144511  entropy_right :  0.8366407419411673  ->  24   150
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+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
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+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
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+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
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+idx:  75  entropy_left:  1.2523479506082373  entropy_right :  1.0462881865460743  ->  25   150
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+idx:  87  entropy_left:  1.3954965550573624  entropy_right :  0.9182958340544896  ->  25   150
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+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
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+idx:  75  entropy_left:  1.2793146867260998  entropy_right :  1.0462881865460743  ->  29   150
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+idx:  89  entropy_left:  1.4294732983598406  entropy_right :  0.9127341558073343  ->  29   150
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+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
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+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
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+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
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+idx:  71  entropy_left:  1.2427303803729568  entropy_right :  1.1104593064416028  ->  33   150
+idx:  72  entropy_left:  1.236032213759607  entropy_right :  1.0511407586429597  ->  33   150
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+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
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+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
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+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
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+idx:  81  entropy_left:  1.422950494647251  entropy_right :  0.9557589912150009  ->  34   150
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+idx:  84  entropy_left:  1.4439032709191701  entropy_right :  0.9456603046006402  ->  34   150
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+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
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+idx:  70  entropy_left:  1.1416195253341381  entropy_right :  1.105866621101474  ->  44   150
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+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
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+idx:  77  entropy_left:  1.3013862992796092  entropy_right :  0.9505668528932196  ->  44   150
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+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
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+idx:  75  entropy_left:  1.2897001922180324  entropy_right :  1.0462881865460743  ->  21   150
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+idx:  81  entropy_left:  1.3918884737423507  entropy_right :  0.9557589912150009  ->  21   150
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+idx:  84  entropy_left:  1.4169128979027155  entropy_right :  0.9456603046006402  ->  21   150
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+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
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+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
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+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
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+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
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+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
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+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
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+idx:  59  entropy_left:  0.863120568566631  entropy_right :  1.167065448996099  ->  24   150
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+idx:  62  entropy_left:  1.0606655462587962  entropy_right :  1.1687172769890006  ->  24   150
+idx:  68  entropy_left:  1.1149985556752577  entropy_right :  1.1573913563403753  ->  24   150
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+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
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+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
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+idx:  68  entropy_left:  1.1103746838736357  entropy_right :  1.1573913563403753  ->  25   150
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+idx:  84  entropy_left:  1.4030409766614365  entropy_right :  0.9456603046006402  ->  25   150
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+idx:  104  entropy_left:  1.5173143758899288  entropy_right :  0.8589810370425963  ->  25   150
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+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
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+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
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+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
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+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
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+idx:  70  entropy_left:  1.1320689971054545  entropy_right :  1.105866621101474  ->  30   150
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+idx:  74  entropy_left:  1.215055533529583  entropy_right :  1.041722068095403  ->  30   150
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+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
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+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
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+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
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+idx:  84  entropy_left:  1.4439032709191701  entropy_right :  0.9456603046006402  ->  34   150
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+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
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+idx:  110  entropy_left:  1.4249748676560043  entropy_right :  0.8112781244591328  ->  44   150
+idx:  113  entropy_left:  1.4378209282715886  entropy_right :  0.8418521897563207  ->  44   150
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+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
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+idx:  61  entropy_left:  1.0  entropy_right :  1.1653351793699953  ->  45   150
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+idx:  105  entropy_left:  1.431578033211198  entropy_right :  0.8366407419411673  ->  45   150
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+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
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+idx:  69  entropy_left:  0.9444885341662053  entropy_right :  1.109500797247481  ->  51   150
+idx:  70  entropy_left:  0.9132829641650988  entropy_right :  1.105866621101474  ->  51   150
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+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
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+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
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+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"],