mirror of
https://github.com/Doctorado-ML/Stree_datasets.git
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Commit Inicial
This commit is contained in:
234
data/tanveer/breast-cancer-wisc-prog/breast-cancer-wisc-prog.arff
Executable file
234
data/tanveer/breast-cancer-wisc-prog/breast-cancer-wisc-prog.arff
Executable file
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@relation breast-cancer-wisc-prog
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@attribute 'f1' real
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@attribute 'f2' real
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@attribute 'f3' real
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@attribute 'f4' real
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@attribute 'f5' real
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@attribute 'f6' real
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@attribute 'f7' real
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@attribute 'f8' real
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@attribute 'f9' real
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@attribute 'f10' real
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@attribute 'f11' real
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@attribute 'f12' real
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@attribute 'f13' real
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@attribute 'f14' real
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@attribute 'f15' real
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@attribute 'f16' real
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@attribute 'f17' real
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@attribute 'f18' real
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@attribute 'f19' real
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@attribute 'f20' real
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@attribute 'f21' real
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@attribute 'f22' real
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@attribute 'f23' real
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@attribute 'f24' real
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@attribute 'f25' real
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@attribute 'f26' real
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@attribute 'f27' real
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@attribute 'f28' real
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@attribute 'f29' real
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@attribute 'f30' real
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@attribute 'f31' real
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@attribute 'f32' real
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@attribute 'f33' real
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@attribute 'clase' {0,1}
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||||
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|
||||
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|
||||
5
data/tanveer/breast-cancer-wisc-prog/breast-cancer-wisc-prog.cost
Executable file
5
data/tanveer/breast-cancer-wisc-prog/breast-cancer-wisc-prog.cost
Executable file
@@ -0,0 +1,5 @@
|
||||
% Rows Columns
|
||||
2 2
|
||||
% Matrix elements
|
||||
0.0 1.0
|
||||
1.0 0.0
|
||||
8
data/tanveer/breast-cancer-wisc-prog/breast-cancer-wisc-prog.txt
Executable file
8
data/tanveer/breast-cancer-wisc-prog/breast-cancer-wisc-prog.txt
Executable file
@@ -0,0 +1,8 @@
|
||||
n_entradas= 33
|
||||
n_clases= 2
|
||||
n_arquivos= 1
|
||||
fich1= breast-cancer-wisc-prog_R.dat
|
||||
n_patrons1= 198
|
||||
n_patrons_entrena= 99
|
||||
n_patrons_valida= 99
|
||||
n_conxuntos= 1
|
||||
199
data/tanveer/breast-cancer-wisc-prog/breast-cancer-wisc-prog_R.dat
Executable file
199
data/tanveer/breast-cancer-wisc-prog/breast-cancer-wisc-prog_R.dat
Executable file
@@ -0,0 +1,199 @@
|
||||
f1 f2 f3 f4 f5 f6 f7 f8 f9 f10 f11 f12 f13 f14 f15 f16 f17 f18 f19 f20 f21 f22 f23 f24 f25 f26 f27 f28 f29 f30 f31 f32 f33 clase
|
||||
1 -0.456501 0.192201 1.23863 0.123621 0.121991 -0.622197 -0.782558 -0.675092 -0.478962 -0.227943 0.0862618 0.0695024 1.1882 -0.12916 0.0275365 -0.783004 -0.964592 -0.403465 -0.952943 -0.377403 -0.253841 0.143338 1.1534 -0.0224204 0.0529711 -1.10983 -1.05206 -0.706613 -1.36735 -0.741131 -0.458065 1.11071 0.340583 0
|
||||
2 0.414001 0.182712 -2.76761 0.371477 0.0879147 1.25523 2.70458 2.03844 1.78071 1.79124 2.21071 1.58541 -0.682189 1.97509 1.73338 -0.122001 1.01293 0.621993 0.140027 0.989236 1.13843 1.02715 -2.12854 1.53163 1.04784 0.830725 1.8327 1.58511 1.91725 1.81871 1.3259 0.0787039 -0.21066 0
|
||||
3 2.00992 1.25177 -1.1251 1.05893 1.14429 -1.14366 -0.47593 -0.435621 -0.146874 1.47779 -0.3599 -0.0578709 -1.24215 -0.149214 0.248451 -0.200003 0.186835 -0.37136 0.536084 1.08424 0.542921 0.914019 -1.52201 0.649039 0.928387 -1.14165 -0.123208 -0.548801 0.540553 1.46347 -0.0074689 -0.179299 -0.578156 0
|
||||
4 2.21304 -1.8953 -0.441108 -1.74325 -1.65822 3.17978 2.83084 1.20667 0.543867 2.44 4.79789 -0.347443 -0.205996 -0.369347 -0.896138 0.789483 2.463 0.759999 0.648723 4.07957 2.69428 -1.44045 -0.604723 -1.4356 -1.42875 2.99397 3.05674 1.44113 1.7424 4.5289 3.88116 -0.437302 -0.578156 0
|
||||
5 -0.572568 0.910175 -1.84632 0.946689 0.928467 -0.190172 -0.19736 0.591695 0.5173 -0.432048 -0.535326 0.496122 -0.917722 0.538987 0.504588 1.58968 -0.374117 0.772937 0.681425 -0.312673 0.582139 0.357809 -2.23822 0.410221 0.29017 -0.296345 -0.976439 -0.211291 -0.360278 -1.15757 -0.663525 0.336707 -0.578156 1
|
||||
6 0.878269 -1.47464 -1.6253 -1.41496 -1.32711 1.29516 0.285629 0.143927 -0.298601 0.245872 1.23413 -0.695382 -0.995789 -0.572617 -0.820694 0.340634 -0.0754726 0.232894 -0.27783 -0.29388 0.581623 -1.29904 -1.62337 -1.14383 -1.14633 1.21247 0.332377 0.940044 -0.174357 0.333897 1.27867 -0.179299 -0.578156 1
|
||||
7 0.384985 0.495837 -0.620249 0.446301 0.403122 -0.94322 -0.379733 -0.495135 0.0686135 -0.730915 -0.695557 -0.241353 -0.799765 -0.30235 -0.18796 -1.02844 -0.434868 -0.887922 -0.32325 -0.707318 -0.0314287 0.558139 -0.779206 0.424066 0.320886 -1.34161 -0.170779 -0.793006 0.297085 -0.675937 0.235305 -0.695304 -0.578156 0
|
||||
8 0.878269 -1.171 -0.336415 -1.15307 -1.11356 1.29516 0.437941 -0.88679 -0.794814 0.978462 1.63056 -0.0639977 0.213784 -0.182029 -0.40158 0.686937 -0.0516264 -0.760459 -0.112504 -0.594562 0.735402 -0.933731 -0.332198 -1.02961 -0.866813 0.976153 0.0188954 -0.972704 -0.512998 -0.050612 1.14642 0.594709 1.25932 1
|
||||
9 2.09697 -1.39556 -0.106091 -1.27934 -1.27855 1.96596 1.01312 0.420239 0.199382 1.53975 1.54492 -0.957868 -0.498512 -0.842884 -0.956786 -0.346594 0.216926 -0.250126 -0.515828 0.0913676 -0.122767 -1.30375 0.0981939 -1.1819 -1.13592 1.19884 1.06729 0.589287 0.602527 1.52201 0.77328 -0.437302 -0.394408 0
|
||||
10 0.849252 -1.56636 0.410393 -1.44442 -1.40321 1.27121 1.94302 1.00687 -0.0397208 0.373437 2.72455 -0.985922 0.635463 -1.01015 -0.964705 0.130162 2.32617 1.75766 -0.141572 -0.27822 3.14426 -1.39803 1.75163 -1.47783 -1.18353 1.88054 4.22589 3.84919 0.934528 1.50605 5.51068 1.62672 3.0968 0
|
||||
11 2.21304 -0.440375 0.224273 -0.568505 -0.489113 -1.64676 -1.52227 -1.74648 -1.58061 -1.45622 -0.792248 -0.721824 -0.147113 -0.815538 -0.619369 -0.918835 -1.24512 -1.42509 -1.36408 -0.621707 -0.487606 -0.431727 0.621643 -0.57274 -0.435078 -1.17346 -1.28077 -1.67479 -1.74915 -0.380571 -0.297947 -0.437302 -0.578156 0
|
||||
12 2.27107 -0.516284 -1.02041 -0.526416 -0.53682 -0.445713 -0.269507 -0.803471 -0.611501 -0.311772 -0.260446 -0.314552 -0.530993 -0.315111 -0.334889 -0.333145 0.534307 -0.615265 -0.414088 -0.0495768 0.0810673 -0.141838 -0.475107 -0.133177 -0.180815 -0.196363 1.19415 -0.231449 0.049191 0.742354 0.659923 -0.746905 -0.578156 0
|
||||
13 2.03894 -0.494144 0.389455 -0.52174 -0.531993 -1.49104 -0.850698 -0.805738 -0.978126 -0.293548 -1.28814 -0.645078 -0.354153 -0.61637 -0.701275 1.01105 0.00344673 0.467695 0.87582 0.966267 -0.508247 -0.985581 -0.411961 -0.981154 -0.901796 -1.40069 -1.05328 -1.17774 -1.48023 -0.565507 -1.32053 -0.953307 -0.578156 0
|
||||
14 -0.311417 -0.908481 1.22467 -0.847693 -0.883832 0.895879 0.337736 0.108502 -0.387748 1.36845 1.11395 -0.752458 -0.439629 -0.627308 -0.785264 -0.388285 0.635937 0.319148 -0.762909 -0.207226 0.763268 -0.839458 1.16171 -0.562357 -0.787975 1.08522 1.78452 1.53155 -0.167717 1.30914 2.04383 1.62672 0.524331 1
|
||||
15 2.21304 -0.864201 -0.499271 -0.940756 -0.810852 -0.320338 -1.41586 -1.16608 -1.00912 -1.24482 -0.481455 -0.421288 -0.0464417 -0.483287 -0.517457 -0.350965 -1.11164 -0.99526 -0.72839 -0.673908 -0.981453 -0.460009 0.12312 -0.586585 -0.455555 0.112673 -1.08561 -0.836779 -0.395691 -0.272802 -0.409415 -0.901707 -0.578156 0
|
||||
16 -1.06585 -0.405583 -0.371313 -0.315972 -0.486274 1.14343 1.19349 0.226112 0.473022 0.861831 1.49934 -0.11011 -0.363651 -0.18294 -0.334472 0.0888071 -0.351406 -0.425028 -0.386837 -0.382623 0.0800353 -0.0145695 0.222825 -0.122793 -0.153511 1.58968 0.354943 0.240258 0.6313 0.627932 1.10391 0.0787039 -0.394408 1
|
||||
17 -0.775685 -0.655451 -1.86493 -0.577858 -0.754342 0.368825 1.41995 0.729142 0.318343 2.163 1.05179 -0.530603 -1.05391 -0.397148 -0.527669 0.00912371 1.25366 1.13616 1.34818 1.68769 0.210077 -0.695692 -1.83774 -0.527746 -0.723641 -0.223631 1.40456 1.11629 1.33957 1.90652 0.407703 -0.798505 -0.578156 0
|
||||
18 -1.06585 1.18535 0.177743 1.0449 1.23232 -0.670909 -0.810616 -0.659505 -0.013449 -0.577837 -1.37102 0.284908 -0.26108 0.021697 0.495209 -0.68382 -1.05657 -1.13087 -0.857381 -1.01531 -1.03202 1.92038 0.905801 1.64931 2.06489 -0.17364 -0.641001 -0.697973 0.489646 -0.548211 -0.735318 0.594709 -0.394408 1
|
||||
19 1.42959 -0.241114 -0.208457 -0.227118 -0.185833 0.752137 0.0611697 -0.0530347 0.145363 0.245872 0.0821179 0.656064 -0.689027 0.546735 0.674651 -0.240013 -0.702853 -0.639225 -0.690238 -0.613355 -0.61197 1.28168 0.236119 1.26858 1.38231 1.66239 -0.0445328 0.188998 0.679994 0.504198 0.227275 0.0787039 -0.578156 0
|
||||
20 2.00992 -0.0861326 -1.36706 0.053473 -0.162831 1.27121 1.70253 0.944524 1.57408 4.05461 1.57807 1.4274 -0.547898 1.37668 0.858052 0.426033 0.385552 -0.164351 1.61161 0.263633 1.78399 0.289461 -1.45221 0.417143 0.0956327 0.480788 0.181735 -0.295956 1.68707 1.1069 0.711878 0.801112 -0.394408 0
|
||||
21 1.6327 -0.89583 -0.17356 -0.815893 -0.923588 0.217097 0.884857 -0.194733 0.0311245 1.18257 0.902613 -1.1249 -0.534222 -0.977789 -1.02494 -0.776615 -0.0368646 -0.667976 -0.286914 -0.627971 -0.142377 -0.801749 0.510306 -0.621196 -0.866984 0.389895 1.82477 0.675104 2.02128 1.37034 1.7321 -0.179299 -0.578156 0
|
||||
22 -0.891752 0.378811 -0.471353 0.338741 0.352007 -0.661326 -0.722435 -0.102629 -0.279414 -0.840257 -0.789486 0.80472 1.11033 0.627405 0.485831 1.34088 -0.22593 0.482071 0.728661 0.247973 0.118738 0.0679194 -0.478431 -0.0154982 -0.00334226 -0.459952 -0.935577 -0.53037 -0.659079 -1.18817 -0.784912 0.285106 1.81056 0
|
||||
23 0.152851 -0.668102 0.696554 -0.582534 -0.67483 0.440696 0.542155 0.170849 0.0216785 -0.00561435 0.372192 -0.529958 -0.479517 -0.345191 -0.557055 -0.51403 -0.035729 -0.239104 -0.775626 -0.300145 -0.526308 -0.17719 1.09192 0.309848 -0.232008 0.917073 1.4997 1.13356 0.522847 1.05502 0.37464 -0.437302 -0.578156 0
|
||||
24 1.37155 0.0498713 -1.68114 0.00670774 -0.0424278 -0.33631 -0.540062 -0.814665 -0.213882 -0.687178 -0.167898 -0.00982375 -0.839464 0.182125 -0.190252 -0.38156 -0.0493554 -0.320087 -0.283281 -0.136232 -0.12638 -0.238468 -1.76462 -0.188555 -0.30368 -0.837156 -0.511706 -1.08156 -0.734333 -0.636023 -0.549695 0.594709 -0.578156 0
|
||||
25 2.00992 -1.76246 -0.831961 -1.72688 -1.50346 0.656309 0.179412 -0.48805 -1.03185 1.36116 2.11126 -0.389686 -0.445327 -0.355674 -0.609157 -0.407113 0.166963 0.0623039 -0.84648 0.227092 0.866992 -0.990295 -0.335521 -0.72503 -0.880977 0.898895 1.29539 1.49123 -0.535132 2.03159 2.33195 0.0787039 -0.21066 0
|
||||
26 1.16844 -0.124087 0.396434 -0.0961758 -0.200883 1.35905 0.13933 1.21092 0.989602 1.16799 0.153946 -0.00788897 0.253672 -0.116855 -0.0510342 0.506389 -0.0215349 0.463383 -0.72294 0.0485623 -0.0685834 -0.0334241 0.324191 -0.147021 -0.104024 0.885261 -0.0561206 0.703326 0.131085 0.393768 -0.283778 -0.798505 -0.394408 0
|
||||
27 0.181868 0.587561 0.975735 0.609979 0.545107 -0.69247 0.586245 0.134008 -0.32015 -0.271679 -0.0131922 -0.15332 -1.25032 -0.331519 -0.0429062 -0.587325 0.112458 -0.27696 -0.991277 -0.535052 -0.0469099 0.737258 0.126444 0.728645 0.696308 0.317181 1.79244 0.993032 -0.00614259 0.582696 1.01416 0.336707 -0.578156 0
|
||||
28 1.8068 -0.405583 -1.02273 -0.367414 -0.46242 0.105298 0.265588 -0.29534 -0.273215 0.256806 0.337659 -0.868545 -1.09931 -0.944518 -0.733578 -0.866385 -0.143037 -0.676122 -1.09592 -0.368007 -0.0876768 -0.191331 -0.478431 -0.2647 -0.24566 0.0308691 1.31307 0.522476 0.168712 1.37832 1.53372 -0.179299 -0.578156 0
|
||||
29 -1.00782 -0.212648 -0.159601 -0.222442 -0.285507 -0.52557 -0.181327 -0.303841 -0.785072 -0.114956 -0.848882 -0.457404 -0.654837 -0.568515 -0.521833 -0.331464 -0.352542 -0.182081 -0.572147 0.765813 -0.682151 -0.238468 -0.185964 -0.237011 -0.300267 0.562591 0.112208 0.60023 0.055831 2.1673 -0.212457 -0.695304 -0.578156 0
|
||||
30 -0.456501 -1.0002 -0.129356 -0.992666 -0.957097 -0.355475 -0.658304 -0.344934 -0.909052 -0.155048 -0.20105 -1.02333 -0.466221 -0.728487 -0.94449 -0.29717 -0.0709304 0.354607 -0.633918 -0.0286961 0.0181108 -1.20948 0.0367094 -0.835787 -1.03302 0.0308691 0.357992 0.471792 -0.754253 0.474927 0.499333 0.0787039 1.81056 0
|
||||
31 0.733186 -0.766152 0.680268 -0.903344 -0.770244 -0.70365 -1.8305 -1.87415 -1.70577 -1.32136 -1.05884 1.96914 1.75424 1.74174 0.74551 0.0407281 -1.15025 -1.08151 0.739562 -1.32309 -1.15226 -1.42159 -0.82075 -1.55086 -1.20503 -2.27462 -1.91377 -2.377 -3.31531 -2.22062 -1.69035 0.336707 1.25932 0
|
||||
32 0.849252 -1.24375 -0.338742 -1.23725 -1.16667 -0.0863582 -0.343659 -0.707683 -0.955987 -0.756428 0.205054 -1.25873 -1.27843 -1.23529 -1.07766 -0.468977 -0.500161 -0.491635 -0.450424 -0.708362 -0.41278 -1.29433 -0.684487 -1.14383 -1.13405 0.776189 0.350064 0.381943 1.04077 -0.568168 0.768557 -0.179299 -0.578156 0
|
||||
33 -0.36945 -1.2564 -0.161927 -1.34107 -1.15588 -1.68189 -1.65013 -1.77326 -1.96199 -0.523166 -0.944192 -1.1765 -0.831866 -1.22299 -1.03577 -1.17066 -1.14571 -1.28661 -1.49307 -0.705229 -1.39377 -1.20005 0.0184302 -1.30996 -1.05299 -1.56884 -0.980708 -1.31425 -1.49572 -0.319369 -0.914801 -0.695304 -0.578156 0
|
||||
34 1.51664 -2.04396 -0.215437 -2.00887 -1.70082 1.59862 -0.417811 -0.734606 -0.888093 -0.118601 0.828023 -1.18262 0.310656 -1.10905 -1.10997 0.4378 -0.769849 -0.709186 -0.859197 -0.729242 -0.488638 -1.92831 0.864257 -1.83882 -1.52039 2.13504 -0.581233 -0.198044 -0.80516 -0.359283 0.247113 -0.0760978 -0.578156 0
|
||||
35 -1.09487 0.524303 0.589534 0.628685 0.380404 -0.948012 1.53018 0.771652 0.378857 1.39396 0.100075 1.21812 0.762726 2.08493 0.722585 -0.0719046 3.94033 2.70645 2.04945 3.42183 1.88823 0.723117 0.503659 1.28243 0.419861 -0.873513 2.31329 1.65596 1.5609 1.91051 0.612691 -0.2825 -0.578156 1
|
||||
36 1.95189 -1.307 -0.464373 -1.28775 -1.20642 0.113284 0.0190835 -0.818633 -0.743746 0.169333 0.706468 -0.751168 -0.834905 -0.833313 -0.81069 -0.568161 -0.552395 -0.905652 -1.00636 -0.351302 -0.345695 -0.858313 -0.355462 -0.943082 -0.849407 0.412619 0.0445106 -0.404812 -0.654652 0.671838 0.560735 -0.127698 -0.394408 0
|
||||
37 0.849252 -1.3418 -0.108418 -1.37661 -1.24533 -0.442519 -0.760513 -1.04365 -1.01119 -0.661665 -0.129222 -1.32064 -1.23873 -1.33146 -1.16165 -1.14713 -0.985599 -1.2569 -1.49816 -0.983986 -1.16981 -1.12935 -0.0413925 -1.20613 -1.13353 0.289913 0.15429 -0.367951 -0.400118 0.610636 0.252781 -0.592103 -0.394408 0
|
||||
38 -1.12389 0.391462 -1.08788 0.413565 0.300893 0.576452 0.52011 0.583193 0.416936 -0.0748642 -0.306029 0.0824009 -1.14186 0.0171394 0.0277449 -0.157304 0.496266 0.708726 0.336239 0.388917 -0.233199 0.4238 -1.46551 0.354843 0.276518 1.08977 0.877615 1.71528 1.30637 0.751667 0.0482652 -0.540503 -0.578156 1
|
||||
39 1.86484 -1.3418 -0.841267 -1.35042 -1.23652 1.04761 -0.391758 -0.476714 -0.394833 0.730621 0.699561 -1.01978 -0.704223 -1.07487 -0.958245 -0.0772841 -0.445087 -0.560638 -0.535812 -0.326246 -0.177467 -1.26133 -0.363771 -1.29958 -1.10162 1.57605 0.31408 0.36812 0.6645 0.886045 1.27867 -0.953307 -0.394408 0
|
||||
40 0.0367838 -0.73136 -0.0595609 -0.822908 -0.730488 -0.967976 -1.4397 -1.4696 -1.57736 -1.13548 -0.810205 -0.944324 -0.81781 -0.983714 -0.840284 -0.701639 -1.18659 -1.18454 -1.06776 -1.00278 -1.21677 -0.688621 0.257721 -0.78387 -0.639853 -0.228175 -0.97217 -0.953122 -0.570545 -0.743792 -0.571422 -0.179299 -0.578156 1
|
||||
41 -1.03684 0.568584 -0.862206 0.497743 0.51671 0.209112 -0.31961 -0.339266 0.0934093 -0.0384169 -0.427584 0.40035 -0.135716 0.265074 0.672567 -0.102164 -0.46212 -0.541471 0.0510054 -0.212446 -0.711566 1.20627 -0.332198 1.02976 1.26285 0.839814 -0.0853952 -0.280982 0.671141 0.403081 -0.372574 0.181905 1.81056 1
|
||||
42 0.443018 -0.854712 -0.159601 -0.902876 -0.889228 0.879908 -0.123208 -0.381776 -0.1637 0.362503 0.673317 -0.582842 -0.217393 -0.692938 -0.628123 -1.04324 -0.150417 -0.720207 -0.432256 -0.248987 0.06249 -0.742828 0.0932087 -0.853092 -0.715791 -0.323613 0.389706 -0.449161 0.102311 0.617289 0.877191 1.88472 0.524331 0
|
||||
43 -0.36945 -1.0002 -0.0293163 -0.86219 -0.921033 0.177169 1.16543 0.811328 -0.00725001 0.0782144 1.41093 0.323281 0.00674306 0.509362 -0.196921 0.88934 2.23476 1.35323 0.614205 -0.371139 1.09714 -0.789965 -0.104539 -0.735414 -0.760159 0.912528 1.58325 1.47165 -0.00614259 -0.518941 1.05667 -0.695304 -0.578156 1
|
||||
44 -0.804702 -1.49678 0.363863 -1.50428 -1.33762 0.760123 -0.329631 -0.615579 -0.532686 -0.0821536 0.441257 -0.573491 -0.164208 -0.605432 -0.703776 0.342651 -0.267945 -0.528053 -0.399554 -0.439001 -0.199141 -0.926661 0.553512 -0.988076 -0.881659 1.87145 0.250042 -0.197468 -0.158863 0.198188 0.579628 -0.850106 -0.394408 1
|
||||
45 1.71975 -0.832572 0.387128 -0.816361 -0.856855 1.15941 0.10526 -0.418617 0.103741 0.0927933 0.529661 -0.792121 0.031436 -0.82283 -0.729202 -0.019791 -0.459849 -0.843358 -0.592132 -0.162332 -0.393687 -0.87481 0.540218 -0.891165 -0.818862 0.948886 -0.143334 -0.773423 -0.384624 0.115698 -0.0811512 -0.850106 -0.578156 0
|
||||
46 0.675152 -0.0671553 0.522066 -0.0307045 -0.115408 0.352854 0.808701 0.183602 -0.216539 -0.00196963 0.298983 -0.0407803 -0.424433 -0.250849 -0.0158129 -0.316671 1.41718 0.0848256 -0.695688 -0.551757 1.19313 0.541641 0.611673 0.389454 0.471055 0.662573 2.28279 1.26661 0.246179 0.105054 2.03438 1.11071 0.156835 0
|
||||
47 -0.601584 -1.14253 -1.50897 -1.14231 -1.09596 -0.158229 -0.293557 -1.11025 -1.06521 -0.967823 0.408106 -1.04687 -1.22315 -1.04752 -0.977002 -0.687518 -0.598952 -1.10979 -1.07067 -0.872275 -0.442194 -1.04922 -1.54195 -1.03999 -1.01118 -0.128193 -0.0664887 -0.914533 -0.895907 -0.858213 0.574905 0.0787039 -0.21066 1
|
||||
48 1.4586 0.676121 -1.57877 0.614656 0.528069 0.416739 0.64236 1.11881 0.968939 2.50925 0.665029 1.99816 -1.5491 1.6474 2.05433 1.4283 0.654105 2.17983 2.22932 4.16101 1.81444 0.638271 -2.14848 0.451755 0.389145 0.430797 -0.158581 0.836372 0.912395 1.96906 0.30143 0.0787039 -0.578156 0
|
||||
49 -0.19535 0.533792 0.933857 0.666098 0.459916 1.50279 0.730541 0.530764 1.7748 -1.06987 1.317 -0.271987 3.12565 0.704429 -0.0652061 0.263304 1.66359 -0.930091 0.605121 1.04457 3.30423 -0.163049 0.428881 0.0329577 -0.182521 -0.214541 -0.508656 -1.11439 0.117805 -1.22809 0.056767 0.0787039 -0.394408 1
|
||||
50 1.2845 -0.744012 -0.569066 -0.680741 -0.750934 0.0973122 0.253564 0.194938 0.0405706 -0.26439 0.0185779 -0.408067 -0.569931 -0.250393 -0.481193 0.836554 0.33786 0.379525 0.619655 -0.582034 -0.24094 -0.657983 -0.981939 -0.583124 -0.648386 0.508056 0.336646 0.481583 0.724261 -0.532245 -0.400914 -0.695304 -0.578156 0
|
||||
51 -1.06585 1.06199 0.128886 1.05425 1.03922 0.0493982 0.177408 0.105668 0.434648 -0.46485 -0.869601 0.495155 0.367639 0.382661 0.474368 0.0303054 0.826138 -0.18256 0.160012 0.942254 0.0423646 0.753755 -0.117833 0.676728 0.701428 -0.246354 0.278097 -0.351248 0.206338 0.182222 -0.676278 0.594709 -0.21066 1
|
||||
52 1.69074 -0.946436 -0.583025 -0.952915 -0.93012 -0.412173 -0.572127 -0.883673 -0.837911 -0.176917 0.164996 -1.01204 1.11413 -0.856556 -0.904058 0.417964 -0.127707 -0.361297 -0.156107 -0.619619 0.240007 -1.10578 0.119797 -1.06768 -0.98729 -0.0373004 -0.38119 -0.675511 -0.493078 -0.686581 0.127615 -1.26291 -0.394408 0
|
||||
53 0.617119 -1.01918 0.871042 -0.86827 -0.958801 0.185155 0.820725 0.638455 -0.259636 -0.122246 0.489603 -0.451277 0.287862 0.50207 -0.553928 0.246157 2.03037 1.30052 0.370757 -0.760563 0.880409 -0.936088 0.869243 -0.468907 -0.852479 0.371717 1.71377 1.19346 0.00492413 -0.770401 0.721325 -0.746905 -0.578156 0
|
||||
54 1.57467 -1.36077 -1.56248 -1.2929 -1.24902 2.96417 0.678434 0.72064 0.272589 -0.00925908 1.96346 -0.685386 -0.647049 -0.84106 -0.741289 0.134533 -0.118055 0.669912 -0.22151 -0.530876 1.60544 -1.11049 -1.28604 -1.17498 -0.985924 1.92144 0.273218 1.15718 0.438739 -0.115805 2.34611 -0.695304 -0.578156 0
|
||||
55 -0.0792831 -0.804106 -1.30424 -0.758372 -0.816531 1.07955 0.445958 0.180768 0.0724509 0.836318 0.68713 -0.569944 -0.599373 -0.577174 -0.605406 0.0750222 -0.316205 -0.509844 -0.434073 -0.473454 -0.0531023 -0.521287 -0.460152 -0.458523 -0.528933 1.99415 0.505585 0.194182 0.529487 0.466944 0.740218 -0.695304 0.156835 0
|
||||
56 1.66172 -0.516284 0.147498 -0.428209 -0.532277 1.02365 0.65238 0.808494 0.236576 0.613989 1.4648 -0.165574 -0.36555 -0.299615 -0.24173 0.651298 0.486047 0.898484 -0.217877 -0.585166 1.03058 -0.196045 0.0599738 -0.347767 -0.226889 1.88963 0.776984 1.72162 0.54498 0.0531654 1.62346 0.336707 -0.21066 0
|
||||
57 -0.340434 0.170061 -0.527189 -0.0307045 0.0339603 -1.49024 -1.51165 -1.18053 -0.909642 0.734265 -1.72049 -0.170088 -0.0958275 -0.409454 -0.33739 -0.920516 -1.29321 -0.854858 -0.951308 3.08879 -1.07589 -0.104129 -0.383712 -0.385839 -0.24566 -1.66882 -1.49362 -1.21979 -1.33415 2.19258 -1.40365 0.0787039 -0.394408 1
|
||||
58 1.77779 0.394625 -1.19955 0.306005 0.303732 0.217097 -0.654296 -0.14939 -0.00370775 0.140175 -0.0794948 0.352948 0.601272 0.291508 0.421849 0.450577 -0.578512 -0.351234 0.165462 -0.0109476 0.300899 0.289461 -0.870602 0.174864 0.245802 0.289913 -0.829456 -0.630587 -0.251824 -0.452417 -0.296058 2.14273 2.54556 0
|
||||
59 -0.949785 2.16268 -0.482985 2.40109 2.24609 3.35547 2.88696 3.83376 3.37768 2.65139 0.837692 2.92041 3.52453 2.53021 3.39232 5.57049 3.79611 4.17133 0.566969 2.60122 3.03848 1.17798 -1.02182 1.40357 1.13999 1.16703 0.361651 0.827157 1.01864 -0.0160195 -0.507186 0.336707 -0.578156 0
|
||||
60 0.762202 0.502163 -0.783105 0.399536 0.476954 -1.63797 -1.24992 -0.900251 -0.900491 0.0672802 -1.69424 0.278137 0.147303 0.437808 0.229278 -0.784685 -0.22082 -0.0167618 -0.270563 -0.0266081 -0.671315 0.305959 -0.732678 0.271776 0.22703 -1.9006 -0.845923 -0.668024 -1.26111 -0.522932 -1.20056 0.336707 2.17806 1
|
||||
61 1.19745 0.752031 0.661656 0.726893 0.630298 -0.0943438 0.325711 1.39229 0.8302 1.00033 -0.217625 -0.348411 -0.124319 -0.679265 -0.143777 -0.581273 0.0335383 0.325856 -0.848297 -0.498511 -0.393687 0.37902 0.571791 0.289081 0.31406 -0.746264 0.128065 0.752282 -0.12345 0.0944103 -0.291807 0.0787039 1.44307 0
|
||||
62 1.66172 -0.396095 -0.171233 -0.404826 -0.455037 -0.150244 -0.28554 -0.736023 -0.904624 0.847252 -0.524275 -0.548661 0.0010447 -0.64326 -0.553303 -0.633723 -0.663109 -0.88936 -1.06613 -0.543404 -0.832834 -0.365736 0.25606 -0.368534 -0.392416 -0.200907 -0.363503 -0.791854 -1.05305 0.327244 -0.691392 -0.850106 -0.578156 0
|
||||
63 -1.1529 0.910175 -0.182866 0.839129 0.911429 -0.806666 -0.443865 -0.0558687 -0.0122682 1.56162 -0.877889 0.733778 -0.236387 0.548558 0.9435 -0.614559 -0.162908 0.10016 0.140027 1.18134 -0.368401 1.29347 -0.34383 1.08168 1.34988 -0.973495 -0.123208 0.0818703 0.343566 1.57257 -0.576145 -0.179299 1.07557 1
|
||||
64 -1.06585 -1.46831 0.0451319 -1.54964 -1.31689 -0.968775 -1.70425 -1.5464 -1.76333 -1.24847 -0.283928 -1.1823 0.219482 -1.2754 -1.04953 0.247838 -1.08893 -0.835212 -1.12263 -0.426473 -0.700729 -1.53943 0.536894 -1.672 -1.28217 -0.0918361 -1.29785 -1.26126 -1.89169 -0.538898 -0.479792 -0.953307 -0.578156 0
|
||||
65 -0.311417 -0.778803 -1.09486 -0.842081 -0.829026 1.11948 -0.243454 -0.0331969 -0.0158105 0.107372 -0.0753509 2.23356 0.356243 1.89761 0.660062 1.08872 0.204435 1.19893 2.34559 3.24957 -0.567591 -0.582564 -1.44723 -0.655808 -0.739852 -0.128193 -0.906912 -0.582782 -0.267317 0.239432 -0.914328 -0.850106 0.891826 0
|
||||
66 1.54565 -0.411909 -0.983184 -0.456268 -0.44595 -0.436929 -0.580144 -0.875312 -0.807211 -0.242522 -0.0311491 0.327473 0.128308 0.126522 0.0802643 0.00273558 -0.671058 -0.48301 -0.623017 -0.188433 -0.285319 -0.259679 -0.809118 -0.392762 -0.293441 -0.569023 -0.863 -0.901286 -1.26554 -0.588126 -0.43681 -0.695304 -0.394408 0
|
||||
67 -0.1083 -1.77511 -1.32518 -1.67731 -1.52788 0.512567 0.548167 0.136842 -0.372694 2.73522 1.52006 -0.914657 0.306857 -0.899854 -0.948449 -0.448804 0.291303 0.275063 0.605121 3.72982 0.334442 -1.7162 -0.624664 -1.6758 -1.3878 -0.246354 0.268949 0.0789905 0.170925 3.37936 0.574905 -0.488902 -0.578156 0
|
||||
68 -0.0792831 0.0846629 -0.357354 0.118944 -0.0180063 0.704223 0.478023 0.414571 0.549771 0.158398 -0.144416 0.670575 0.257471 0.585475 0.493542 0.76494 1.04132 0.541969 0.601487 -0.289704 0.506282 -0.130054 -0.835706 -0.257777 -0.175695 -0.0963807 -0.0933237 -0.451464 -0.603745 -1.02585 -0.635186 3.17474 0.708078 1
|
||||
69 1.08139 0.783659 -1.25306 0.717539 0.735368 -0.174201 -0.586156 -0.0912933 0.747548 -0.719981 -0.170661 1.44352 -0.625965 1.42499 1.07688 0.493949 -0.0215349 0.0407405 2.31652 1.7827 -0.10419 0.289461 -1.83774 0.247548 0.175836 -1.10075 -1.08439 -1.08271 -0.240757 -0.786367 -0.961088 1.62672 -0.21066 0
|
||||
70 -1.12389 0.688773 -0.959919 0.740922 0.692772 0.744151 0.480028 1.33986 1.23461 0.362503 -0.260446 0.42905 -0.411137 0.244565 0.5594 -0.909421 -0.478585 -0.0220329 -0.375936 -0.385755 -0.345179 1.34532 -0.623003 1.1959 1.41132 -0.00548799 0.118917 1.40714 1.01642 0.544112 0.0662134 0.336707 -0.578156 1
|
||||
71 0.443018 1.85271 -0.0549079 1.7417 2.03311 -1.46069 -0.564111 -0.337849 0.302403 -0.461205 -0.991156 0.196231 -0.775642 0.158426 0.575656 -0.622628 -0.326992 -0.600411 0.205431 -0.103867 -0.127412 1.64699 -0.318904 1.51778 1.70312 -0.959862 -0.0414833 -0.241241 1.23554 0.472266 0.0492098 -0.953307 -0.0269125 0
|
||||
72 -1.21094 -0.199996 -0.808696 -0.259854 -0.2378 -1.1205 -1.01864 -1.02055 -0.620357 -0.12589 -1.0174 -0.0140158 0.240376 -0.0576056 -0.0602043 -0.214797 -0.369007 -0.694331 0.170912 0.0370779 -0.254873 -0.22904 -0.637958 -0.333922 -0.247367 -1.23254 -0.934357 -1.18005 -0.694492 -0.564177 -0.87607 0.0787039 -0.394408 0
|
||||
73 0.530068 0.495837 0.429005 0.334064 0.170266 1.36703 0.371806 0.788656 0.847912 1.63087 0.374955 0.80859 0.0352349 0.326602 0.13716 0.745103 -0.381498 0.148557 0.0673564 1.41833 0.261164 0.176333 -0.44852 0.0191131 -0.131327 0.189931 -0.764808 -0.470471 -0.331504 0.220806 -0.51002 -0.437302 -0.21066 0
|
||||
74 1.08139 -1.25956 -0.615596 -1.35697 -1.14906 -0.974365 -1.59863 -1.38387 -1.54666 -1.20109 -0.828162 -0.430962 -0.223091 -0.507443 -0.559139 -0.255143 -1.16785 -0.921945 -1.02761 -0.559065 -1.09343 -0.716903 -0.044716 -0.821942 -0.701969 -0.17364 -1.28382 -0.992287 -1.38948 -0.465721 -0.808528 -0.437302 -0.394408 0
|
||||
75 1.48762 -0.617496 -2.41631 -0.577858 -0.662051 1.83819 0.257572 0.665378 0.676702 0.140175 1.1029 -0.588324 -1.15135 -0.661034 -0.533296 -0.460235 -0.453604 0.109264 -0.345051 -0.275088 0.0934522 -0.526 -2.17673 -0.531207 -0.516988 0.417163 -0.0414833 0.842707 0.0868178 -0.0240024 0.48044 -0.540503 -0.394408 0
|
||||
76 -0.862735 3.10205 -0.0944585 3.14466 3.63471 0.536524 0.977045 1.85423 2.98213 -0.46485 -0.691413 0.750546 0.411327 0.713088 1.2186 -0.716433 -0.330967 -0.462884 -0.488576 -0.501643 -0.639836 2.85133 0.450483 2.78456 3.09048 0.14903 0.233575 0.560489 1.99251 -0.502975 -0.472707 0.594709 0.156835 1
|
||||
77 0.181868 1.1632 0.999 1.30211 0.968223 0.911851 2.81681 1.31011 1.85451 1.70376 1.55735 0.0853031 -0.952671 0.0722866 0.234071 -0.843523 0.930606 -0.0972651 0.103692 -0.268824 0.675026 1.33353 0.555173 1.25128 1.16729 0.235378 2.39867 1.38987 2.46838 1.14948 1.7746 0.594709 0.708078 0
|
||||
78 0.530068 -0.541587 -0.457394 -0.638653 -0.577712 -0.535951 -1.0954 -1.27972 -1.02978 -1.12819 -0.996681 -0.752781 -0.217393 -0.842884 -0.609574 -0.718114 -0.486534 -1.01634 -0.968749 -0.530876 -0.80342 -0.2149 0.445498 -0.382378 -0.232008 -0.114559 -0.0634393 -0.84369 -0.546198 0.270034 -0.213402 -0.437302 -0.394408 0
|
||||
79 0.994336 -0.674428 0.0311728 -0.745277 -0.736736 -0.967178 -0.750493 -1.45231 -1.59832 -0.730915 0.0641609 -1.28323 -1.4604 -1.3269 -1.05661 -1.1673 -0.979354 -1.1026 -1.65149 -0.922388 -0.728595 -0.759326 -0.350477 -0.918854 -0.736951 -0.628103 -0.214691 -0.424395 -1.2434 -0.078552 0.325519 -0.643704 -0.578156 0
|
||||
80 1.2845 0.283924 -0.859879 0.175063 0.201503 -1.34171 -1.16173 -1.0564 -0.845291 -1.11726 -1.16796 -1.11459 -1.49819 -1.11133 -0.860917 -1.30986 -1.25012 -1.27606 -1.5225 -1.02992 -1.49646 0.0679194 -0.627988 -0.0397261 0.00860299 -0.932594 -0.735534 -0.477382 -0.479798 -0.0373072 -1.01304 1.62672 -0.0269125 0
|
||||
81 1.13942 -1.00969 0.196355 -0.958059 -1.02269 0.384796 1.97709 0.593112 -0.607959 1.66367 1.75626 -1.02333 1.60608 -0.976878 -0.802562 0.406196 5.91615 3.63464 0.283552 3.19215 3.99056 -1.24483 1.17002 -1.17498 -1.0965 0.426252 3.4617 2.3736 -0.0349161 2.57043 2.53977 -0.850106 -0.578156 0
|
||||
82 0.791219 -1.60431 1.06647 -1.5763 -1.39896 0.0573839 -0.147257 -0.676509 -1.21487 0.056346 0.92057 -0.638628 1.03435 -0.735324 -0.745874 0.785449 0.41167 -0.149496 -0.343234 -0.185301 0.869572 -1.26604 1.52895 -1.33765 -1.08541 1.5715 0.643419 0.0334901 -0.727693 -0.0253329 1.40147 -0.850106 0.156835 1
|
||||
83 0.820236 -0.807269 0.217293 -0.676065 -0.848052 0.137241 1.10932 0.190687 0.0591675 -0.694468 0.554524 -1.04397 -0.57411 -0.302806 -0.938446 0.443516 1.13671 0.707288 0.677792 0.511069 0.167762 -1.1647 -0.39202 -0.752719 -1.05845 -0.559934 0.608045 0.127947 -0.134517 -0.311386 -0.180339 2.65873 1.07557 0
|
||||
84 1.2845 -1.15202 0.00325476 -1.13296 -1.08233 1.38301 -0.31961 -0.251413 -0.635116 -0.340929 0.837692 0.0507995 1.60988 0.296522 -0.42784 2.36634 0.12949 0.28273 0.999361 0.66141 0.164665 -1.09164 0.643246 -0.994999 -1.02057 1.35336 -0.322641 -0.321298 -0.254037 -0.204948 0.118169 -0.850106 -0.578156 0
|
||||
85 -1.21094 0.559095 0.0497849 0.591273 0.505351 -1.39361 0.00305069 -0.635416 -0.5625 -0.585126 -1.02431 -0.540599 -0.363651 -0.192511 -0.333639 -0.416191 0.328208 -0.655996 -0.524911 -0.668688 -0.304412 0.551068 0.319206 0.901702 0.483 -0.532666 1.18927 -0.289045 -0.17657 -0.0546034 0.0652688 0.0787039 -0.394408 0
|
||||
86 0.733186 -0.936947 -0.478332 -0.952447 -0.929552 -0.316345 -0.44186 -0.541895 -0.79629 0.0818591 0.269975 -1.27098 -1.16541 -1.28042 -1.05891 -0.913792 -0.864665 -0.994302 -1.4164 -0.556977 -1.0377 -0.634414 -0.00317242 -0.776947 -0.615963 0.5126 0.246993 0.345658 0.111165 2.02094 0.49461 -0.695304 -0.578156 0
|
||||
87 -1.21094 1.85904 1.02226 2.0597 2.03027 0.911851 1.31774 2.77811 2.22054 0.993041 -0.0573939 -0.159447 0.561384 0.187594 0.269501 0.862442 1.13614 2.33988 1.73515 0.124777 0.623422 0.96587 0.422234 1.26858 0.991526 0.439886 0.31469 2.03033 2.09211 -0.047951 -0.151527 3.17474 1.99431 0
|
||||
88 -0.253384 -1.13937 0.342925 -1.08947 -1.05705 2.36524 0.684446 -0.00627411 0.147134 1.17892 1.58912 -0.124298 1.26418 -0.157873 -0.3649 0.693325 -0.00677303 -0.461447 -0.397737 -0.0600171 0.267873 -0.429371 1.94605 -0.410067 -0.429958 3.57569 0.950192 0.160776 0.4985 1.59386 0.839406 -0.695304 -0.578156 0
|
||||
89 -0.862735 -0.725034 -1.30192 -0.751825 -0.719697 -1.11172 -0.937275 -1.14411 -1.35744 -1.21566 -0.393051 -1.07137 -1.71397 -1.03977 -0.912603 -0.433674 -0.681845 -0.975613 -1.24254 -0.555933 -0.570687 -0.766396 -1.64497 -0.78387 -0.708965 0.235378 -0.195175 -0.598909 -1.18585 0.240763 0.310404 -0.695304 -0.578156 1
|
||||
90 -0.340434 0.61919 0.408067 0.70351 0.579184 -0.321137 0.405876 0.564772 0.549771 0.701463 -0.0339117 0.0891727 -0.614569 0.245476 0.11882 -0.525461 -0.179373 -0.463363 -0.346868 -0.162332 -0.143925 0.671266 -0.284007 0.870552 0.546139 -0.773531 -0.0707579 -0.437641 0.0978846 0.325914 -0.136885 0.181905 -0.578156 0
|
||||
91 0.791219 0.00242807 0.764022 -0.0166749 -0.0625897 -0.166215 -0.562107 0.169432 -0.614158 -2.25806 -0.558808 -0.237806 0.764625 -0.222591 -0.243814 8.19298 3.08584 4.93802 4.39127 0.124777 4.42404 -0.695692 -0.34383 -0.690419 -0.655212 -0.891692 -1.13318 -0.90071 -1.5245 -2.17007 -1.06972 -0.695304 -0.394408 0
|
||||
92 0.762202 -1.01918 0.356884 -1.02821 -1.02042 -0.642959 -0.24145 -0.633999 -0.654009 1.12061 0.224392 -0.588969 1.10273 -0.328784 -0.817568 1.38459 0.335021 -0.185435 0.212698 2.55111 0.403074 -0.980867 0.782832 -0.87732 -1.01306 0.544413 0.248822 -0.358736 -0.0349161 1.98236 0.556012 0.0787039 -0.578156 0
|
||||
93 0.762202 -1.12356 -1.24375 -1.11753 -1.11072 -0.00650146 0.181416 -0.810981 -0.907871 0.650437 0.891563 -1.1191 -0.133817 -1.05846 -0.990757 -0.2696 0.180589 -0.0795352 -0.136122 -0.121615 0.295739 -1.24247 -0.533268 -1.2442 -1.11749 0.094494 0.438497 0.155017 -0.296091 0.526816 0.711878 0.594709 -0.21066 0
|
||||
94 0.0367838 0.755193 -0.16658 0.694157 0.738207 -0.706845 -0.24145 -0.411532 0.00396716 0.6067 -0.95248 1.13492 -0.149012 1.01708 1.12899 0.014167 0.0278606 -0.301398 0.367124 -0.165464 0.0299797 1.10964 -0.24911 1.03669 1.03078 -0.391782 -0.253724 -0.431882 0.0713244 -0.218252 -0.390995 -0.127698 -0.578156 0
|
||||
95 0.791219 0.669796 2.37164 0.614656 0.718329 -1.47586 -0.594172 -0.59149 -0.602351 -1.82069 -1.32267 0.438079 0.107414 0.212661 0.82679 -0.411148 -0.270216 -0.676122 -0.78471 -0.755343 -0.893211 1.62107 2.53763 1.37934 1.8294 -0.141827 0.271998 -0.214171 -0.360278 -0.693233 -0.715481 -0.0244972 -0.578156 0
|
||||
96 0.617119 -0.339163 -0.341068 -0.255178 -0.398243 0.0334269 0.325711 0.29271 -0.0668781 0.194846 0.473027 -0.991726 -0.010352 -0.901221 -0.858624 -0.0819911 -0.351974 0.00575991 -0.301448 -0.269868 -0.18624 -0.504789 0.300927 -0.396223 -0.545998 0.471699 -0.118939 0.927949 0.122231 0.465614 0.4214 -0.953307 -0.394408 0
|
||||
97 0.878269 -1.44933 0.0125608 -1.38409 -1.32569 0.48861 0.746573 0.187853 -0.536228 0.712397 1.35844 -0.958513 -0.371248 -0.910792 -0.939905 0.0743498 0.41905 0.291355 -0.0198487 -0.39202 0.84119 -1.3721 0.00181281 -1.21305 -1.19275 1.53514 1.03192 1.10304 0.418819 0.230119 1.58095 0.0787039 4.38303 0
|
||||
98 0.472035 -0.114598 -0.743554 -0.0681166 -0.213094 0.911851 0.291642 0.492505 0.656039 0.741555 0.0752114 -0.991404 -1.11204 -0.958191 -0.797143 -0.413501 -0.631314 -0.48876 -0.228778 -0.917168 -0.851928 -0.337454 -0.872264 -0.237011 -0.368526 1.19884 0.172587 0.375032 1.67157 -0.166364 -0.0103028 -0.695304 0.340583 0
|
||||
99 0.588102 0.979758 1.28749 0.913953 0.990941 -0.885724 -0.706402 -0.0119421 -0.0996441 -1.74779 -0.937285 -0.255864 -0.143314 -0.222591 -0.00455871 -0.585644 -0.600655 -0.296127 -0.761092 -0.79084 -0.567591 0.812676 1.20325 0.77364 0.79699 -0.982585 -0.54281 -0.127202 -0.497505 -1.06045 -0.356515 3.17474 3.83179 0
|
||||
100 1.05237 1.83374 1.09206 1.80717 1.98768 -0.606225 0.512093 0.549185 1.08997 -0.0675747 0.0531105 1.46609 -0.571641 1.36346 1.78339 -0.112251 -0.145875 0.202226 0.374391 -0.485983 -0.481929 2.35404 0.726333 2.27231 2.62632 0.189931 0.289685 0.836948 1.78224 -0.174347 -0.191675 -0.695304 -0.394408 0
|
||||
101 -0.456501 0.0150796 3.95599 -0.0681166 -0.140398 -0.364259 -0.257483 -0.206069 0.0393898 -0.432048 -0.420677 -0.215233 -0.775642 -0.571249 -0.442429 -0.639439 -0.190161 -0.705832 -0.246945 -0.86601 -0.633644 0.350738 2.4479 0.0294965 0.00519006 -0.337246 0.0512194 -0.648441 0.615807 -0.506966 -0.277165 -0.437302 -0.578156 0
|
||||
102 0.443018 0.628678 0.284762 0.666098 0.525229 0.00148421 0.263584 0.689467 0.061529 0.183912 -0.373713 -0.254896 1.02105 -0.0995357 -0.204633 1.29381 0.0749851 -0.0766601 0.0891576 0.136261 -0.0195599 0.148051 0.064959 0.157558 0.0205482 0.108128 -0.416563 -0.523459 -0.495291 -0.417824 -0.693754 -0.540503 -0.394408 0
|
||||
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|
||||
104 0.268918 0.644493 -0.685391 0.544508 0.564985 0.0653696 -0.477934 -0.259915 -0.0255517 -0.552324 -0.861314 -0.0240122 -1.19713 -0.208919 0.0160739 -0.710381 -0.749409 -0.635391 -0.44134 -0.72089 -0.741496 1.10257 -0.92544 0.787485 0.967636 0.262646 -0.298855 -0.0287131 0.467513 0.192866 -0.0627306 3.17474 0.708078 0
|
||||
105 0.326951 -1.09193 -1.21583 -1.09555 -1.04399 0.552495 -0.295561 -0.826851 -1.01296 -0.0712195 -0.194143 -0.575103 -0.863587 -0.771329 -0.718781 -0.138139 -0.250344 -0.458092 -0.305082 0.00680098 -0.66667 -1.09164 -1.34088 -1.11614 -0.987972 0.330815 -0.237257 -0.666872 -0.915827 -0.220913 -0.531747 -0.953307 -0.578156 0
|
||||
106 -0.804702 0.676121 1.51083 0.876541 0.672894 -0.805068 1.27566 0.313965 0.815441 -0.12589 -0.05325 0.771506 -0.124319 1.3229 0.753847 -0.136458 0.934013 -0.101578 0.0164867 -0.124747 0.652836 0.949372 1.0188 1.32396 0.889139 -0.718996 1.02338 -0.0667262 0.339139 -0.553533 0.456824 1.62672 2.17806 1
|
||||
107 0.268918 -0.661777 -1.16465 -0.545122 -0.729069 2.46107 1.71856 1.25484 1.10473 1.7147 1.83085 0.180107 -0.390243 -0.0885974 -0.224432 1.13915 0.833519 0.435111 1.12108 -0.179037 2.41149 -0.775824 -1.24283 -0.711186 -0.812548 1.48061 0.519612 0.0357939 0.976582 0.0318777 1.33534 -1.05651 -0.578156 0
|
||||
108 0.501052 -0.554239 0.214967 -0.217765 -0.558118 0.656309 3.38197 2.28641 1.50323 2.06824 2.53255 2.22066 2.2595 2.67286 1.42284 1.88219 1.63236 1.99199 2.75073 0.29391 1.06051 -0.276177 0.249413 0.116025 -0.305386 0.294458 0.927626 1.04487 1.49229 0.0571568 0.522949 -1.15971 -0.578156 0
|
||||
109 -0.572568 -0.595356 2.62523 -0.52174 -0.639334 0.288968 0.425917 0.267204 -0.082228 0.595766 0.524136 -1.16553 0.0257376 -1.07213 -0.983879 -0.476374 -0.320179 -0.568305 -0.886449 -1.1075 -0.324022 -0.596705 3.22393 -0.486212 -0.631321 2.01687 1.1667 0.769561 0.500713 0.369819 1.39675 -0.179299 -0.0269125 0
|
||||
110 -0.224367 0.9165 1.113 0.843806 0.90291 -0.214129 -0.678345 -0.0615366 0.193478 -0.413824 -0.964911 -0.663136 -0.439629 -0.760391 -0.37282 -0.577911 -0.875453 -0.938237 -1.25616 -0.807545 -1.08105 0.77968 1.49904 0.759795 0.749209 0.376261 -0.430591 -0.333394 -0.200917 -0.110484 -0.511909 -0.540503 -0.394408 1
|
||||
111 -1.00782 -0.0386894 -0.0339693 -0.0213514 -0.0631576 -1.01349 -0.307585 -0.839888 -0.345536 0.657726 -1.11409 0.746354 0.700044 0.861666 0.431644 -0.0150839 1.62441 0.269791 1.16105 0.721963 0.955234 -0.148908 -0.481754 -0.0847208 -0.18764 -1.38706 -0.478162 -1.19157 -0.574972 -0.222244 -0.755156 0.594709 -0.394408 1
|
||||
112 0.443018 -0.570053 -0.673759 -0.694771 -0.60043 -1.93903 -1.73331 -1.61753 -1.72112 -1.38697 -1.1431 -1.20455 -0.50459 -1.24031 -1.00139 -1.3233 -1.25444 -1.32446 -1.80319 -1.08839 -1.36332 -0.733401 0.254398 -0.84617 -0.710501 -1.61429 -1.12464 -1.21345 -2.06057 -0.733148 -1.06453 -0.437302 -0.578156 0
|
||||
113 -0.2824 -0.0703182 -0.0479284 -0.152294 -0.118532 -0.432936 -1.05612 -0.930008 -0.634821 -0.220653 -0.953861 -0.590259 -0.999398 -0.654654 -0.51704 -0.762831 -1.08666 -0.971301 -0.949128 -0.951621 -1.24463 0.131554 -0.13445 0.00526861 0.0529711 0.539868 -0.661128 -0.275222 0.434313 -0.0240024 -0.714536 2.91673 0.524331 1
|
||||
114 0.472035 1.04934 2.05756 0.974748 1.27491 -0.638168 -0.568119 -0.276919 -0.00931634 -0.577837 -0.824018 1.8337 0.669653 1.59225 2.69832 -0.74333 -0.932229 -0.925778 -1.05723 -0.718802 -0.871021 2.70285 2.82844 2.5492 3.45907 -0.17364 -0.614166 -0.532674 -0.285024 -0.487009 -0.408471 0.0787039 -0.21066 0
|
||||
115 -1.21094 1.37196 -0.299191 1.51723 1.47937 -0.69247 1.07124 0.896347 0.650135 -0.752784 -0.10574 1.81758 0.166297 2.10179 1.80423 -0.361387 1.04473 1.0801 0.0927912 -0.137276 0.323605 1.68941 -0.325551 1.92274 1.6707 -0.759898 0.655007 0.82946 0.117805 -0.533576 -0.106184 -0.179299 1.44307 1
|
||||
116 0.355968 0.163735 0.51276 0.0160608 0.0819513 -1.12849 -1.45053 -1.4064 -1.16114 -1.41977 -1.05055 -0.587357 0.320153 -0.679265 -0.508912 -0.443088 -1.10767 -1.17543 -1.19494 -0.664512 -0.637772 -0.0239968 0.756244 -0.181633 -0.144979 -0.564478 -1.12525 -1.31713 -1.4426 -0.971304 -0.535998 -0.695304 -0.578156 0
|
||||
117 0.239901 0.552769 1.00598 0.530478 0.476954 -0.0544155 0.0531533 0.508092 0.291186 -0.0930878 -0.0698257 0.105618 -0.500411 0.0299008 -0.0120615 0.211863 -0.38093 -0.0416795 -0.394104 -0.647808 -0.279127 0.635914 0.957315 0.673267 0.544433 1.55787 0.115867 0.798935 0.186418 0.0318777 0.300958 -0.695304 -0.578156 0
|
||||
118 -0.862735 0.726728 -0.748207 0.684804 0.630298 -0.0703868 -0.149261 0.18927 0.5173 -0.118601 -0.562952 -0.542212 -0.409238 -0.500606 -0.367401 -0.593713 -0.411589 -0.578847 -0.713856 0.219784 -0.680603 0.543998 -0.044716 0.597122 0.433513 -0.128193 0.20857 0.1602 0.303725 1.09094 -0.218125 0.594709 2.17806 0
|
||||
119 -1.12389 -0.370792 -0.815676 -0.283237 -0.468384 0.312925 0.752586 0.546351 0.11053 -0.187851 0.5711 -1.01914 -0.659396 -0.816449 -0.878215 -0.739295 0.205003 -0.0972651 -0.546713 -0.696877 0.048557 -0.582564 -0.839029 -0.465445 -0.638147 -0.337246 0.643419 0.379639 -0.12345 -0.617396 0.730771 -0.953307 -0.578156 0
|
||||
120 -1.327 -1.78776 -0.962246 -1.8639 -1.53043 -0.239683 -1.67358 -1.83348 -1.52393 -1.12455 0.0227218 0.134318 1.59659 -0.0535037 -0.440136 -0.391983 -1.20078 -1.34315 -0.141572 -0.501643 -0.63416 -1.80576 -1.12153 -1.9122 -1.45281 -1.37342 -1.74038 -2.16263 -2.37221 -1.67114 -1.02391 3.69074 2.7293 0
|
||||
121 0.326951 0.669796 -0.785431 0.684804 0.701291 0.983722 0.431929 0.899181 0.573386 -0.494008 0.388768 1.637 -0.196499 1.3589 1.30822 -0.237323 0.0471646 0.748978 0.405276 -0.179037 0.412879 1.15677 -0.647929 1.06438 1.10586 0.253556 0.283586 1.01031 0.425459 -0.353961 0.399673 -0.437302 -0.578156 1
|
||||
122 -0.36945 0.846917 0.368516 0.927983 0.786482 0.424725 0.824733 1.02104 1.2169 1.17163 1.65542 1.51124 0.908984 1.61732 1.26237 0.404179 0.915277 1.71262 0.774081 0.710479 1.00168 0.626487 -0.117833 0.638656 0.496652 -0.41905 -0.158581 0.325499 0.299299 0.079775 0.182405 1.11071 1.44307 0
|
||||
123 0.675152 0.255458 -0.792411 0.179739 0.161747 -0.416965 -0.620226 -0.612745 -0.214768 -0.439337 -0.837831 -0.642498 -1.3565 -0.778621 -0.444513 -0.652551 -0.829464 -0.798794 -0.66662 -0.814853 -0.792583 0.192831 -0.853985 0.0191131 0.136588 -0.0236665 -0.54159 -0.295956 -0.0260627 -0.561516 -0.417917 -0.437302 -0.578156 0
|
||||
124 0.559085 0.869057 -0.608617 0.759628 0.863154 -1.79529 -1.1425 -0.57732 -0.28089 0.0016751 -1.62241 -0.0349759 -1.09817 -0.176559 0.0963119 -0.748373 -0.990141 -0.685227 -0.477675 0.143569 -1.23741 0.480364 -1.18135 0.340998 0.4301 -1.75063 -1.28931 -1.01417 -0.802946 -0.23821 -1.48773 -0.179299 -0.394408 0
|
||||
125 0.559085 0.925989 -0.178213 0.984101 0.834757 1.14343 0.898885 1.42063 1.87812 2.33795 0.551762 -0.106885 -0.458623 -0.11093 -0.0243577 -0.429303 -0.39115 -0.42407 -0.256029 0.743888 -0.331246 1.00829 0.285971 1.06438 0.909616 0.694386 0.512903 0.562793 1.98587 3.09198 0.546566 -1.26291 -0.21066 0
|
||||
126 0.907286 -0.361303 -0.364333 -0.372091 -0.443962 1.13545 -0.215397 -0.119633 -0.0559562 0.0745697 0.00890872 -0.534795 -0.0616373 -0.449105 -0.538089 -0.0218083 -0.588732 -0.396277 -0.214243 -0.54236 -0.618163 -0.410516 0.0400329 -0.365073 -0.484565 0.685297 -0.429371 -0.443401 -0.453238 -0.174347 -0.416973 -0.179299 -0.21066 1
|
||||
127 -0.36945 -0.111436 -0.296865 -0.142941 -0.146077 0.736166 -0.742476 -0.0771235 0.370887 -0.730915 -0.27564 0.686053 1.64217 0.829763 0.353074 -0.103173 -0.751113 0.204622 0.425261 -0.236459 -0.131024 -0.00749899 0.500336 0.0987192 -0.0733073 0.044503 -0.974609 -0.257367 0.0868178 -0.812977 -0.700839 -0.695304 -0.578156 0
|
||||
128 -1.06585 0.429417 -0.196825 0.376153 0.346328 -0.920062 -0.049056 -0.711934 -0.763819 0.0927933 -0.259064 0.125289 0.5044 0.0517773 0.375582 0.264312 0.441193 -0.0771393 0.556068 0.117468 0.236394 0.829174 0.703068 0.718262 0.798696 0.26719 0.717215 0.153865 0.575967 0.592009 0.371806 -0.437302 -0.578156 0
|
||||
129 -0.659618 1.92862 0.463903 1.88199 2.20633 0.336882 -0.287544 1.05647 1.60064 -0.475784 -1.05608 1.30809 -0.64572 1.00569 1.95637 -0.157976 -0.652321 -0.236229 -0.37957 -0.60187 -0.448387 2.27391 0.0981939 2.14771 2.56147 0.344449 -0.59343 0.260417 0.666714 -0.852891 -0.635186 0.336707 0.156835 1
|
||||
130 -0.398467 0.717239 -0.138662 0.70351 0.635978 -0.376238 -0.175315 0.425907 0.694414 0.562963 -0.767385 0.0620857 1.93659 0.41821 -0.0535352 -0.674405 0.140846 0.12939 0.5379 1.77539 -0.36066 0.407302 0.751259 0.597122 0.230443 -1.00531 -0.117719 0.21146 1.03413 1.07896 -0.550168 -0.695304 1.81056 1
|
||||
131 0.326951 -0.525773 -0.710983 -0.362738 -0.60043 1.72639 1.87889 1.91516 1.10473 1.63087 1.84052 -0.267472 0.113113 -0.354762 -0.396162 0.863115 1.95258 2.81667 1.4045 3.64108 1.72516 -0.863026 -0.99191 -0.72503 -0.835585 0.503511 0.85078 1.44285 0.768528 1.34506 0.669369 -0.540503 -0.578156 0
|
||||
132 -1.23995 2.63078 -1.12045 2.77521 2.95318 0.975736 1.87689 2.55847 3.08544 0.103727 -0.206575 1.2623 -0.785519 1.35207 1.72712 -0.132087 0.63764 0.0915342 -0.00349775 0.291822 -0.310605 2.85369 -1.08995 3.07875 3.12119 0.412619 1.39419 1.20038 2.14301 0.606645 -0.126494 0.852712 -0.578156 1
|
||||
133 -1.21094 -0.737686 0.8059 -0.788301 -0.719697 -0.0224728 -0.901001 -0.463961 -0.627146 -1.02249 0.267213 0.161405 0.458813 -0.0370963 -0.142943 1.26355 -0.39115 0.401089 0.428894 0.0673549 0.454162 -0.591991 0.511968 -0.66273 -0.605724 1.00342 -0.789814 -0.194588 -0.579399 -0.771732 0.167763 -0.127698 -0.578156 1
|
||||
134 0.414001 0.957618 -0.115397 0.885894 0.917109 -0.892911 -0.592168 -0.825434 -0.263474 -1.12819 -0.985631 -0.0814107 -0.660345 -0.0170427 0.046085 -0.186218 -0.689226 -0.814607 -0.088886 -0.637367 -1.07382 0.774967 -0.626326 0.721723 0.639995 -0.509943 -0.777616 -0.958881 -0.0504095 -0.831603 -1.10893 -0.953307 -0.578156 0
|
||||
135 0.123834 0.881709 1.05949 0.881218 0.749566 -0.289993 0.48604 0.111336 1.17262 -0.191495 -0.346087 1.202 1.192 1.30922 0.695492 0.563882 0.882346 0.876441 1.86414 1.72737 0.154345 0.746685 0.610011 0.680189 0.45399 -0.73263 -0.143334 -0.38235 0.806154 0.049174 -0.685252 -0.179299 -0.21066 0
|
||||
136 -1.29799 1.45419 -0.087479 1.51255 1.45381 0.288968 1.05721 1.25484 1.86926 -0.377377 -0.18033 1.30486 -1.07234 1.50657 1.24986 -0.935982 -0.169721 -0.239104 -0.0707183 -0.561153 -0.0985136 1.5645 -0.721045 1.89159 1.40278 -0.659916 0.142702 0.224131 1.42589 -0.65598 -0.240324 0.0787039 -0.394408 1
|
||||
137 0.210884 1.02088 -1.14604 0.93266 1.03638 -0.656535 -0.702394 -0.0502007 0.0777643 -1.29949 -1.09475 0.0333864 -1.15287 -0.0621632 0.141537 -0.18521 -0.695472 -0.667976 -0.504927 -0.813809 -1.17445 1.02479 -1.15808 0.915546 0.923268 0.558047 -0.363503 -0.119714 0.717621 -0.725165 -0.957782 0.594709 -0.578156 0
|
||||
138 -1.1529 -2.00284 -0.801717 -1.9434 -1.72779 1.51078 1.45803 0.179351 -0.682051 0.978462 2.31983 -1.26389 -0.451026 -1.15599 -1.17207 0.216233 0.811376 0.245832 -0.310532 -0.331466 0.231234 -1.83404 0.445498 -1.68169 -1.53046 3.38481 3.49342 2.32406 1.62952 1.22399 2.33667 -0.437302 -0.578156 0
|
||||
139 0.297934 -0.889504 0.235905 -0.976765 -0.867078 -1.26664 -1.52889 -1.02509 -1.00558 -1.09539 -1.1804 -0.605092 0.688647 -0.611356 -0.775677 0.521182 -0.78234 -0.328712 0.120043 -0.329378 -0.575848 -1.23305 0.261045 -1.32035 -1.10367 -0.578112 -1.26248 -0.974432 -0.949027 -1.00723 -1.06122 0.0787039 -0.578156 0
|
||||
140 -0.978802 0.676121 0.217293 0.656745 0.579184 -0.134272 -0.217401 0.415988 0.452359 0.224004 -0.533944 0.0237125 2.98509 0.51392 -0.00268302 1.50563 0.554746 1.62637 3.50832 0.743888 1.16268 -0.047565 0.0500034 0.0571856 -0.156924 -0.855335 -0.75444 -0.309779 0.0823912 -0.875509 -0.699422 0.594709 1.81056 0
|
||||
141 0.326951 1.32767 0.000928253 1.38161 1.24084 1.11948 1.32376 1.76779 2.04933 0.854541 0.463358 0.0672451 -0.652558 -0.0443885 0.224276 -0.520082 0.344106 0.308126 -0.403188 -0.0109476 0.021207 1.22748 -0.232493 1.09553 1.15364 0.285369 1.26001 1.5471 1.40376 0.790251 0.466271 0.233506 2.36181 0
|
||||
142 0.297934 0.182712 -0.375966 0.13765 0.0615054 0.0733552 -0.245458 -0.512139 0.0432273 0.234938 -0.278403 -0.482556 -0.742972 -0.544359 -0.425548 0.157732 -0.197542 -0.750396 -0.0543674 -0.669732 -0.335891 0.0137124 -0.785853 -0.0777986 -0.0954913 0.194476 0.0512194 -0.613884 0.412179 -0.231557 -0.273859 0.0787039 -0.0269125 0
|
||||
143 0.123834 -0.721871 1.75279 -0.848629 -0.711462 -1.55572 -1.93592 -1.54994 -1.753 -0.275324 -1.34891 -0.436121 0.688647 -0.552563 -0.517873 0.0232448 -0.961185 -0.75998 -1.09229 1.14375 -1.15433 -0.886595 1.12515 -1.04692 -0.808111 -1.32343 -1.62499 -1.62411 -2.50169 -0.00138424 -1.37815 0.594709 1.81056 0
|
||||
144 0.0658006 -0.604845 -0.278253 -0.559152 -0.474063 0.744151 0.289638 -0.0572856 -0.0580225 0.573897 0.819735 2.47218 -0.0977269 2.35565 2.2148 0.482853 0.436651 0.20031 1.14289 -0.0391365 0.943365 0.506289 -0.413623 0.579817 0.585388 0.353538 0.214059 -0.0897644 0.766314 -0.307394 0.659923 -1.26291 -0.578156 1
|
||||
145 0.239901 -0.0386894 -0.196825 -0.100852 -0.0892829 -0.182186 -0.606197 -0.631166 -0.0887221 -0.650731 -0.619585 0.971756 0.0770229 0.967403 0.728837 -0.387612 -0.567157 -0.32967 -0.0289326 -0.541316 -0.487606 0.350738 -0.571489 0.313309 0.26116 -0.591746 -0.792253 -0.631738 -0.528492 -0.831603 -0.726344 -0.695304 -0.394408 0
|
||||
146 -1.327 0.875383 -0.636535 0.885894 0.795001 0.847965 0.125301 0.808494 1.15491 -0.741849 -0.300504 -0.548983 -0.500411 -0.568515 -0.369694 0.78175 -0.229905 0.704893 0.726845 0.41293 0.00933819 0.237611 -0.842353 0.195631 0.126349 1.02614 -0.43242 0.542059 0.852635 -0.268811 -0.476013 0.852712 4.38303 1
|
||||
147 0.00776711 0.445231 -0.0711935 0.413565 0.397443 -0.0703868 -0.0751094 0.0447374 0.0196122 0.056346 -0.191381 0.695727 1.26608 0.108292 0.701744 0.441163 0.549636 0.597076 0.58877 0.341936 0.272517 0.386091 0.131429 0.171403 0.337951 -0.223631 -0.11467 -0.261975 -0.17657 -0.302073 -0.363128 -0.953307 -0.578156 0
|
||||
148 -1.09487 -1.0856 -0.617923 -1.11005 -1.05223 0.265011 -0.58816 -0.618413 -0.653713 -0.942309 0.377717 -1.23357 -0.591015 -1.20932 -1.07079 -0.486796 -0.754519 -0.905652 -1.00508 -0.869143 -0.588749 -0.938445 0.109826 -0.915393 -0.914082 0.789823 -0.0506316 -0.17155 0.0868178 -0.0732301 0.692986 0.336707 0.156835 1
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|
||||
195 -1.12389 -0.623822 2.07152 -0.648006 -0.652113 -0.694068 -0.730451 -0.265583 -0.642791 -0.701757 -0.228676 -0.902404 1.09133 -1.04114 -0.784014 -0.196305 -0.585893 -0.59466 -0.782893 0.0694429 -0.422585 -0.86774 1.88457 -0.960387 -0.812206 -0.759898 -0.786154 -0.801645 -1.1106 -0.425807 -0.500101 -0.695304 -0.578156 0
|
||||
196 -1.00782 -0.0766439 1.60854 -0.227118 -0.155448 -1.05103 -1.52508 -1.28114 -1.0655 -0.490363 -1.21355 0.0217777 0.304957 -0.195246 -0.150238 0.0430816 -0.887944 -0.440842 -0.978378 0.708391 -1.34681 -0.0617059 1.08361 -0.271622 -0.18764 -0.809889 -1.26796 -1.28199 -1.84986 0.170248 -1.4405 0.439908 -0.578156 0
|
||||
197 -1.26897 1.26758 0.131213 1.40967 1.33455 0.344868 1.02715 1.15849 1.32907 -0.158693 0.278263 1.55316 -0.793117 1.84702 1.50621 0.0232448 0.239069 0.418339 0.472497 -0.599782 -0.00407878 1.72477 -0.358785 2.0058 1.65534 0.26719 0.443986 0.601382 0.945595 -0.534906 -0.0480886 0.0787039 -0.578156 1
|
||||
198 -1.18192 -0.225299 1.36193 -0.213089 -0.240355 -1.09575 -0.592168 -0.779949 -1.08882 -0.136825 -0.325367 0.00597698 -0.0559389 -0.00564869 -0.131689 0.337944 -0.277597 -0.0565343 -0.179725 -0.102822 -0.196561 -0.302102 0.794464 -0.399684 -0.32757 -0.496309 -0.514145 -0.525187 -1.04199 -0.264819 -0.494434 0.336707 -0.578156 0
|
||||
2
data/tanveer/breast-cancer-wisc-prog/conxuntos.dat
Executable file
2
data/tanveer/breast-cancer-wisc-prog/conxuntos.dat
Executable file
@@ -0,0 +1,2 @@
|
||||
44 187 28 138 116 154 121 153 80 60 45 33 91 26 89 119 76 29 124 61 194 77 165 64 126 83 185 63 47 140 111 12 41 57 65 180 156 2 82 53 163 102 171 169 25 182 115 122 9 54 78 52 31 104 79 158 93 98 73 58 106 90 183 146 3 95 23 10 142 14 18 38 148 123 30 112 59 157 39 69 62 150 5 105 75 147 43 159 135 155 196 56 37 67 109 81 40 4 110
|
||||
168 94 190 19 70 1 113 149 192 184 172 164 178 160 35 21 27 162 189 72 92 11 51 186 175 173 68 8 32 66 87 0 108 71 188 99 16 20 174 141 136 181 117 127 86 179 167 170 118 134 49 107 84 139 101 191 193 85 36 130 166 151 74 96 97 6 144 195 133 100 24 103 137 55 22 197 128 114 48 46 152 15 125 17 50 42 131 120 145 7 129 88 13 143 34 177 176 132 161
|
||||
8
data/tanveer/breast-cancer-wisc-prog/conxuntos_kfold.dat
Executable file
8
data/tanveer/breast-cancer-wisc-prog/conxuntos_kfold.dat
Executable file
@@ -0,0 +1,8 @@
|
||||
167 179 33 140 3 153 21 12 41 79 65 26 102 47 173 83 6 49 93 90 18 85 156 0 58 72 149 168 30 126 97 113 174 53 54 166 178 130 1 27 14 74 118 16 61 194 98 29 10 123 141 80 95 101 52 184 9 84 76 186 94 23 19 36 57 31 192 25 164 191 138 115 66 104 28 165 99 148 106 180 20 163 100 116 92 111 87 24 146 144 107 63 136 78 169 142 139 11 70 188 158 45 73 2 8 181 35 151 121 64 119 91 55 131 62 81 157 42 17 13 112 15 34 4 128 147 40 37 143 129 120 5 132 43 59 110 69 176 56 114 125 196 105 48 145 135 39 161 152
|
||||
134 170 189 175 172 122 171 162 32 133 195 60 190 108 117 89 86 68 38 71 193 154 187 127 96 124 51 182 103 77 82 137 183 160 22 44 185 197 155 150 109 88 46 177 159 67 75 7 50
|
||||
183 82 78 35 8 19 169 104 90 27 168 16 49 61 164 14 60 189 23 20 84 103 91 163 162 144 77 185 127 25 36 22 179 167 92 111 158 74 1 194 76 11 137 102 99 55 80 182 170 83 95 119 121 156 192 33 171 41 122 106 79 188 98 117 12 100 28 26 21 38 51 93 191 174 186 30 3 24 178 113 115 54 85 96 116 101 10 9 173 166 72 175 130 133 6 70 66 57 146 118 134 53 139 160 18 153 31 0 29 47 65 184 195 109 155 7 132 135 105 67 40 34 112 145 161 196 5 69 17 143 152 150 120 62 75 15 147 50 81 46 131 37 59 13 88 125 4 39 43
|
||||
140 142 123 148 89 108 86 165 136 87 71 32 193 124 58 141 154 149 73 172 45 126 107 63 94 52 187 68 180 2 97 190 138 151 64 181 44 197 128 176 42 114 129 48 56 110 159 157 177
|
||||
83 11 68 84 130 1 164 108 61 25 188 77 45 119 79 80 23 106 174 49 53 104 35 136 76 70 54 163 144 31 86 122 64 178 6 72 102 133 0 189 140 170 9 21 36 58 38 184 158 99 57 52 127 78 121 100 137 16 156 182 191 123 98 195 51 185 27 118 146 44 151 94 179 97 115 90 12 124 89 32 95 91 167 187 148 19 162 18 28 101 169 194 3 192 166 14 180 74 172 165 71 22 168 134 116 47 24 2 60 154 173 181 138 48 37 112 155 132 161 129 46 50 81 39 176 43 75 105 59 56 135 177 150 4 157 110 109 15 125 143 128 34 159 5 152 13 131 42 17
|
||||
29 183 186 33 190 73 63 153 65 30 117 96 171 87 113 85 126 111 8 160 55 92 142 26 41 10 175 193 103 107 149 139 82 66 20 141 93 197 88 145 62 196 7 40 114 120 67 147 69
|
||||
121 162 149 104 22 79 187 127 181 25 113 10 122 136 36 44 20 138 27 26 139 63 12 115 144 188 30 116 77 103 51 171 94 65 52 172 151 108 74 184 11 133 92 2 191 60 163 137 186 35 71 100 73 91 31 111 169 14 183 189 33 8 119 102 68 45 146 3 64 106 167 124 80 53 18 78 24 142 32 180 178 16 49 173 158 9 190 85 58 90 156 117 182 76 168 193 29 66 160 72 194 153 140 23 96 93 101 107 195 170 166 84 134 17 56 81 13 128 114 50 131 161 132 62 37 4 157 69 145 40 15 110 109 159 42 177 43 88 48 143 125 120 59 46 147 176 5 39 112
|
||||
0 154 185 86 95 41 70 175 164 174 28 54 118 57 148 1 89 126 97 61 141 55 179 83 6 130 82 99 192 47 21 123 38 87 165 19 98 197 196 129 155 34 150 67 135 152 75 105 7
|
||||
37
data/tanveer/breast-cancer-wisc-prog/le_datos.m
Executable file
37
data/tanveer/breast-cancer-wisc-prog/le_datos.m
Executable file
@@ -0,0 +1,37 @@
|
||||
printf('lendo problema %s ...\n', problema);
|
||||
|
||||
n_entradas= 33; n_clases= 2; n_fich= 1; fich{1}= 'wpbc.data'; n_patrons(1)= 198; %fich{2}= ' '; n_patrons(2)= 0;
|
||||
|
||||
n_max= max(n_patrons);
|
||||
x = zeros(n_fich, n_max, n_entradas); cl= zeros(n_fich, n_max);
|
||||
|
||||
n_patrons_total = sum(n_patrons); n_iter=0;
|
||||
|
||||
for i_fich=1:n_fich
|
||||
f=fopen(fich{i_fich}, 'r');
|
||||
if -1==f
|
||||
error('erro en fopen abrindo %s\n', fich{i_fich});
|
||||
end
|
||||
for i=1:n_patrons(i_fich)
|
||||
fprintf(2,'%5.1f%%\r', 100*n_iter++/n_patrons_total);
|
||||
fscanf(f,'%i',1); fscanf(f,'%c',1); %ID e coma
|
||||
t = fscanf(f,'%c',1); fscanf(f,'%c',1); % lectura de clase e coma
|
||||
if t=='N'
|
||||
cl(i_fich,i)=0; % non-recurrente
|
||||
elseif t=='R'
|
||||
cl(i_fich,i)=1; % recurrente
|
||||
else
|
||||
error('clase %c descoñecida', t)
|
||||
end
|
||||
for j = 1:n_entradas
|
||||
t = fscanf(f,'%c',1);
|
||||
if t ~= '?'
|
||||
fseek(f,-1,SEEK_CUR); t = fscanf(f, '%f',1); x(i_fich,i,j) = t;
|
||||
else
|
||||
x(i_fich,i,j) = 0;
|
||||
end
|
||||
fscanf(f,'%c',1); % le e descarta a coma
|
||||
end
|
||||
end
|
||||
fclose(f);
|
||||
end
|
||||
198
data/tanveer/breast-cancer-wisc-prog/wpbc.data
Executable file
198
data/tanveer/breast-cancer-wisc-prog/wpbc.data
Executable file
@@ -0,0 +1,198 @@
|
||||
119513,N,31,18.02,27.6,117.5,1013,0.09489,0.1036,0.1086,0.07055,0.1865,0.06333,0.6249,1.89,3.972,71.55,0.004433,0.01421,0.03233,0.009854,0.01694,0.003495,21.63,37.08,139.7,1436,0.1195,0.1926,0.314,0.117,0.2677,0.08113,5,5
|
||||
8423,N,61,17.99,10.38,122.8,1001,0.1184,0.2776,0.3001,0.1471,0.2419,0.07871,1.095,0.9053,8.589,153.4,0.006399,0.04904,0.05373,0.01587,0.03003,0.006193,25.38,17.33,184.6,2019,0.1622,0.6656,0.7119,0.2654,0.4601,0.1189,3,2
|
||||
842517,N,116,21.37,17.44,137.5,1373,0.08836,0.1189,0.1255,0.0818,0.2333,0.0601,0.5854,0.6105,3.928,82.15,0.006167,0.03449,0.033,0.01805,0.03094,0.005039,24.9,20.98,159.1,1949,0.1188,0.3449,0.3414,0.2032,0.4334,0.09067,2.5,0
|
||||
843483,N,123,11.42,20.38,77.58,386.1,0.1425,0.2839,0.2414,0.1052,0.2597,0.09744,0.4956,1.156,3.445,27.23,0.00911,0.07458,0.05661,0.01867,0.05963,0.009208,14.91,26.5,98.87,567.7,0.2098,0.8663,0.6869,0.2575,0.6638,0.173,2,0
|
||||
843584,R,27,20.29,14.34,135.1,1297,0.1003,0.1328,0.198,0.1043,0.1809,0.05883,0.7572,0.7813,5.438,94.44,0.01149,0.02461,0.05688,0.01885,0.01756,0.005115,22.54,16.67,152.2,1575,0.1374,0.205,0.4,0.1625,0.2364,0.07678,3.5,0
|
||||
843786,R,77,12.75,15.29,84.6,502.7,0.1189,0.1569,0.1664,0.07666,0.1995,0.07164,0.3877,0.7402,2.999,30.85,0.007775,0.02987,0.04561,0.01357,0.01774,0.005114,15.51,20.37,107.3,733.2,0.1706,0.4196,0.5999,0.1709,0.3485,0.1179,2.5,0
|
||||
844359,N,60,18.98,19.61,124.4,1112,0.09087,0.1237,0.1213,0.0891,0.1727,0.05767,0.5285,0.8434,3.592,61.21,0.003703,0.02354,0.02222,0.01332,0.01378,0.003926,23.39,25.45,152.6,1593,0.1144,0.3371,0.299,0.1922,0.2726,0.09581,1.5,?
|
||||
844582,R,77,13.71,20.83,90.2,577.9,0.1189,0.1645,0.09366,0.05985,0.2196,0.07451,0.5835,1.377,3.856,50.96,0.008805,0.03029,0.02488,0.01448,0.01486,0.005412,17.06,28.14,110.6,897,0.1654,0.3682,0.2678,0.1556,0.3196,0.1151,4,10
|
||||
844981,N,119,13,21.82,87.5,519.8,0.1273,0.1932,0.1859,0.09353,0.235,0.07389,0.3063,1.002,2.406,24.32,0.005731,0.03502,0.03553,0.01226,0.02143,0.003749,15.49,30.73,106.2,739.3,0.1703,0.5401,0.539,0.206,0.4378,0.1072,2,1
|
||||
845010,N,76,12.46,24.04,83.97,475.9,0.1186,0.2396,0.2273,0.08543,0.203,0.08243,0.2976,1.599,2.039,23.94,0.007149,0.07217,0.07743,0.01432,0.01789,0.01008,15.09,40.68,97.65,711.4,0.1853,1.058,1.105,0.221,0.4366,0.2075,6,20
|
||||
845636,N,123,16.02,23.24,102.7,797.8,0.08206,0.06669,0.03299,0.03323,0.1528,0.05697,0.3795,1.187,2.466,40.51,0.004029,0.009269,0.01101,0.007591,0.0146,0.003042,19.19,33.88,123.8,1150,0.1181,0.1551,0.1459,0.09975,0.2948,0.08452,2,0
|
||||
846100,N,125,15.78,17.89,103.6,781,0.0971,0.1292,0.09954,0.06606,0.1842,0.06082,0.5058,0.9849,3.564,54.16,0.005771,0.04061,0.02791,0.01282,0.02008,0.004144,20.42,27.28,136.5,1299,0.1396,0.5609,0.3965,0.181,0.3792,0.1048,1.4,0
|
||||
846381,N,117,15.85,23.95,103.7,782.7,0.08401,0.1002,0.09938,0.05364,0.1847,0.05338,0.4033,1.078,2.903,36.58,0.009769,0.03126,0.05051,0.01992,0.02981,0.003002,16.84,27.66,112,876.5,0.1131,0.1924,0.2322,0.1119,0.2809,0.06287,1,0
|
||||
847990,R,36,14.54,27.54,96.73,658.8,0.1139,0.1595,0.1639,0.07364,0.2303,0.07077,0.37,1.033,2.879,32.55,0.005607,0.0424,0.04741,0.0109,0.01857,0.005466,17.46,37.13,124.1,943.2,0.1678,0.6577,0.7026,0.1712,0.4218,0.1341,6,6
|
||||
848406,N,123,14.68,20.13,94.74,684.5,0.09867,0.072,0.07395,0.05259,0.1586,0.05922,0.4727,1.24,3.195,45.4,0.005718,0.01162,0.01998,0.01109,0.0141,0.002085,19.07,30.88,123.4,1138,0.1464,0.1871,0.2914,0.1609,0.3029,0.08216,1.1,0
|
||||
848620,R,10,16.13,20.68,108.1,798.8,0.117,0.2022,0.1722,0.1028,0.2164,0.07356,0.5692,1.073,3.854,54.18,0.007026,0.02501,0.03188,0.01297,0.01689,0.004142,20.96,31.48,136.8,1315,0.1789,0.4233,0.4784,0.2073,0.3706,0.1142,3,1
|
||||
8511133,N,20,15.34,14.26,102.5,704.4,0.1073,0.2135,0.2077,0.09756,0.2521,0.07032,0.4388,0.7096,3.384,44.91,0.006789,0.05328,0.06446,0.02252,0.03672,0.004394,18.07,19.08,125.1,980.9,0.139,0.5954,0.6305,0.2393,0.4667,0.09946,1.3,0
|
||||
851509,R,10,21.16,23.04,137.2,1404,0.09428,0.1022,0.1097,0.08632,0.1769,0.05278,0.6917,1.127,4.303,93.99,0.004728,0.01259,0.01715,0.01038,0.01083,0.001987,29.17,35.59,188,2615,0.1401,0.26,0.3155,0.2009,0.2822,0.07526,4,1
|
||||
852552,N,96,16.65,21.38,110,904.6,0.1121,0.1457,0.1525,0.0917,0.1995,0.0633,0.8068,0.9017,5.455,102.6,0.006048,0.01882,0.02741,0.0113,0.01468,0.002801,26.46,31.56,177,2215,0.1805,0.3578,0.4695,0.2095,0.3613,0.09564,3,0
|
||||
852631,N,116,17.14,16.4,116,912.7,0.1186,0.2276,0.2229,0.1401,0.304,0.07413,1.046,0.976,7.276,111.4,0.008029,0.03799,0.03732,0.02397,0.02308,0.007444,22.25,21.4,152.4,1461,0.1545,0.3949,0.3853,0.255,0.4066,0.1059,4.4,1
|
||||
852763,N,103,14.58,21.53,97.41,644.8,0.1054,0.1868,0.1425,0.08783,0.2252,0.06924,0.2545,0.9832,2.11,21.05,0.004452,0.03055,0.02681,0.01352,0.01454,0.003711,17.62,33.21,122.4,896.9,0.1525,0.6643,0.5539,0.2701,0.4264,0.1275,2.5,0
|
||||
852781,N,16,18.61,20.25,122.1,1094,0.0944,0.1066,0.149,0.07731,0.1697,0.05699,0.8529,1.849,5.632,93.54,0.01075,0.02722,0.05081,0.01911,0.02293,0.004217,21.31,27.26,139.9,1403,0.1338,0.2117,0.3446,0.149,0.2341,0.07421,3.4,13
|
||||
852973,N,52,15.3,25.27,102.4,732.4,0.1082,0.1697,0.1683,0.08751,0.1926,0.0654,0.439,1.012,3.498,43.5,0.005233,0.03057,0.03576,0.01083,0.01768,0.002967,20.27,36.71,149.3,1269,0.1641,0.611,0.6335,0.2024,0.4027,0.09876,2,0
|
||||
853201,N,94,17.57,15.05,115,955.1,0.09847,0.1157,0.09875,0.07953,0.1739,0.06149,0.6003,0.8225,4.655,61.1,0.005627,0.03033,0.03407,0.01354,0.01925,0.003742,20.01,19.52,134.9,1227,0.1255,0.2812,0.2489,0.1456,0.2756,0.07919,4,0
|
||||
853612,N,116,11.84,18.7,77.93,440.6,0.1109,0.1516,0.1218,0.05182,0.2301,0.07799,0.4825,1.03,3.475,41,0.005551,0.03414,0.04205,0.01044,0.02273,0.005667,16.82,28.12,119.4,888.7,0.1637,0.5775,0.6956,0.1546,0.4761,0.1402,3,2
|
||||
853826,N,87,17.02,23.98,112.8,899.3,0.1197,0.1496,0.2417,0.1203,0.2248,0.06382,0.6009,1.398,3.999,67.78,0.008268,0.03082,0.05042,0.01112,0.02102,0.003854,20.88,32.09,136.1,1344,0.1634,0.3559,0.5588,0.1847,0.353,0.08482,1.3,1
|
||||
854002,N,53,19.27,26.47,127.9,1162,0.09401,0.1719,0.1657,0.07593,0.1853,0.06261,0.5558,0.6062,3.528,68.17,0.005015,0.03318,0.03497,0.009643,0.01543,0.003896,24.15,30.9,161.4,1813,0.1509,0.659,0.6091,0.1785,0.3672,0.1123,3.5,0
|
||||
854039,N,109,16.13,17.88,107,807.2,0.104,0.1559,0.1354,0.07752,0.1998,0.06515,0.334,0.6857,2.183,35.03,0.004185,0.02868,0.02664,0.009067,0.01703,0.003817,20.21,27.26,132.7,1261,0.1446,0.5804,0.5274,0.1864,0.427,0.1233,2.5,0
|
||||
854253,N,12,16.74,21.59,110.1,869.5,0.0961,0.1336,0.1348,0.06018,0.1896,0.05656,0.4615,0.9197,3.008,45.19,0.005776,0.02499,0.03695,0.01195,0.02789,0.002665,20.01,29.02,133.5,1229,0.1563,0.3835,0.5409,0.1813,0.4863,0.08633,1.5,?
|
||||
854268,N,31,14.25,21.72,93.63,633,0.09823,0.1098,0.1319,0.05598,0.1885,0.06125,0.286,1.019,2.657,24.91,0.005878,0.02995,0.04815,0.01161,0.02028,0.004022,15.89,30.36,116.2,799.6,0.1446,0.4238,0.5186,0.1447,0.3591,0.1014,3,13
|
||||
855133,N,72,14.99,25.2,95.54,698.8,0.09387,0.05131,0.02398,0.02899,0.1565,0.05504,1.214,2.188,8.077,106,0.006883,0.01094,0.01818,0.01917,0.007882,0.001754,14.99,25.2,95.54,698.8,0.09387,0.05131,0.02398,0.02899,0.1565,0.05504,3.5,10
|
||||
855138,N,76,13.48,20.82,88.4,559.2,0.1016,0.1255,0.1063,0.05439,0.172,0.06419,0.213,0.5914,1.545,18.52,0.005367,0.02239,0.03049,0.01262,0.01377,0.003187,15.53,26.02,107.3,740.4,0.161,0.4225,0.503,0.2258,0.2807,0.1071,2.5,0
|
||||
855167,N,34,13.44,21.58,86.18,563,0.08162,0.06031,0.0311,0.02031,0.1784,0.05587,0.2385,0.8265,1.572,20.53,0.00328,0.01102,0.0139,0.006881,0.0138,0.001286,15.93,30.25,102.5,787.9,0.1094,0.2043,0.2085,0.1112,0.2994,0.07146,1.5,0
|
||||
855563,N,99,10.95,21.35,71.9,371.1,0.1227,0.1218,0.1044,0.05669,0.1895,0.0687,0.2366,1.428,1.822,16.97,0.008064,0.01764,0.02595,0.01037,0.01357,0.00304,12.84,35.34,87.22,514,0.1909,0.2698,0.4023,0.1424,0.2964,0.09606,2.7,0
|
||||
855625,R,9,19.07,24.81,128.3,1104,0.09081,0.219,0.2107,0.09961,0.231,0.06343,0.9811,1.666,8.83,104.9,0.006548,0.1006,0.09723,0.02638,0.05333,0.007646,24.09,33.17,177.4,1651,0.1247,0.7444,0.7242,0.2493,0.467,0.1038,2.3,0
|
||||
856106,N,114,13.28,20.28,87.32,545.2,0.1041,0.1436,0.09847,0.06158,0.1974,0.06782,0.3704,0.8249,2.427,31.33,0.005072,0.02147,0.02185,0.00956,0.01719,0.003317,17.38,28,113.1,907.2,0.153,0.3724,0.3664,0.1492,0.3739,0.1027,2.6,1
|
||||
856385,N,76,13.17,21.81,85.42,531.5,0.09714,0.1047,0.08259,0.05252,0.1746,0.06177,0.1938,0.6123,1.334,14.49,0.00335,0.01384,0.01452,0.006853,0.01113,0.00172,16.23,29.89,105.5,740.7,0.1503,0.3904,0.3728,0.1607,0.3693,0.09618,1.7,1
|
||||
857010,R,8,18.65,17.6,123.7,1076,0.1099,0.1686,0.1974,0.1009,0.1907,0.06049,0.6289,0.6633,4.293,71.56,0.006294,0.03994,0.05554,0.01695,0.02428,0.003535,22.82,21.32,150.6,1567,0.1679,0.509,0.7345,0.2378,0.3799,0.09185,1.8,0
|
||||
85715,N,111,13.17,18.66,85.98,534.6,0.1158,0.1231,0.1226,0.0734,0.2128,0.06777,0.2871,0.8937,1.897,24.25,0.006532,0.02336,0.02905,0.01215,0.01743,0.003643,15.67,27.95,102.8,759.4,0.1786,0.4166,0.5006,0.2088,0.39,0.1179,1,1
|
||||
857438,R,48,15.1,22.02,97.26,712.8,0.09056,0.07081,0.05253,0.03334,0.1616,0.05684,0.3105,0.8339,2.097,29.91,0.004675,0.0103,0.01603,0.009222,0.01095,0.001629,18.1,31.69,117.7,1030,0.1389,0.2057,0.2712,0.153,0.2675,0.07873,2.5,0
|
||||
857637,R,11,19.21,18.57,125.5,1152,0.1053,0.1267,0.1323,0.08994,0.1917,0.05961,0.7275,1.193,4.837,102.5,0.006458,0.02306,0.02945,0.01538,0.01852,0.002608,26.14,28.14,170.1,2145,0.1624,0.3511,0.3879,0.2091,0.3537,0.08294,3.2,13
|
||||
857793,N,62,14.71,21.59,95.55,656.9,0.1137,0.1365,0.1293,0.08123,0.2027,0.06758,0.4226,1.15,2.735,40.09,0.003659,0.02855,0.02572,0.01272,0.01817,0.004108,17.87,30.7,115.7,985.5,0.1368,0.429,0.3587,0.1834,0.3698,0.1094,6.5,6
|
||||
858986,R,34,14.25,22.15,96.42,645.7,0.1049,0.2008,0.2135,0.08653,0.1949,0.07292,0.7036,1.268,5.373,60.78,0.009407,0.07056,0.06899,0.01848,0.017,0.006113,17.67,29.51,119.1,959.5,0.164,0.6247,0.6922,0.1785,0.2844,0.1132,1.5,0
|
||||
859223,R,19,12.68,23.84,82.69,499,0.1122,0.1262,0.1128,0.06873,0.1905,0.0659,0.4255,1.178,2.927,36.46,0.007781,0.02648,0.02973,0.0129,0.01635,0.003601,17.09,33.47,111.8,888.3,0.1851,0.4061,0.4024,0.1716,0.3383,0.1031,1.2,1
|
||||
859283,N,106,14.78,23.94,97.4,668.3,0.1172,0.1479,0.1267,0.09029,0.1953,0.06654,0.3577,1.281,2.45,35.24,0.006703,0.0231,0.02315,0.01184,0.019,0.003224,17.31,33.39,114.6,925.1,0.1648,0.3416,0.3024,0.1614,0.3321,0.08911,1.2,0
|
||||
859717,N,70,17.2,24.52,114.2,929.4,0.1071,0.183,0.1692,0.07944,0.1927,0.06487,0.5907,1.041,3.705,69.47,0.00582,0.05616,0.04252,0.01127,0.01527,0.006299,23.32,33.82,151.6,1681,0.1585,0.7394,0.6566,0.1899,0.3313,0.1339,5,4
|
||||
859983,R,26,13.8,15.79,90.43,584.1,0.1007,0.128,0.07789,0.05069,0.1662,0.06566,0.2787,0.6205,1.957,23.35,0.004717,0.02065,0.01759,0.009206,0.0122,0.00313,16.57,20.86,110.3,812.4,0.1411,0.3542,0.2779,0.1383,0.2589,0.103,3,2
|
||||
8610637,N,97,19.55,15.49,128,1156,0.1079,0.1747,0.2352,0.1196,0.2616,0.06752,1.223,0.4489,7.87,168.8,0.01101,0.04272,0.08624,0.02737,0.06041,0.007503,23.73,17.21,153.4,1633,0.1534,0.3391,0.5819,0.22,0.4714,0.09721,3,0
|
||||
8611792,R,40,19.1,26.29,129.1,1132,0.1215,0.1791,0.1937,0.1469,0.1634,0.07224,0.519,2.91,5.801,67.1,0.007545,0.0605,0.02134,0.01843,0.03056,0.01039,20.33,32.72,141.3,1298,0.1392,0.2817,0.2432,0.1841,0.2311,0.09203,3,1
|
||||
862028,N,91,15.06,19.83,100.3,705.6,0.1039,0.1553,0.17,0.08815,0.1855,0.06284,0.4768,0.9644,3.706,47.14,0.00925,0.03715,0.04867,0.01851,0.01498,0.00352,18.23,24.23,123.5,1025,0.1551,0.4203,0.5203,0.2115,0.2834,0.08234,1.5,0
|
||||
86208,R,10,20.77,22.83,137.4,1336,0.1033,0.1515,0.1637,0.1015,0.18,0.05641,0.7569,1.458,5.095,92.99,0.006852,0.04575,0.03694,0.01598,0.02958,0.004069,24.22,29.43,159.9,1816,0.1385,0.4107,0.3757,0.1881,0.3371,0.07651,4,2
|
||||
862548,N,105,14.42,19.77,94.48,642.5,0.09752,0.1141,0.09388,0.05839,0.1879,0.0639,0.2895,1.851,2.376,26.85,0.008005,0.02895,0.03321,0.01424,0.01462,0.004452,16.33,30.86,109.5,826.4,0.1431,0.3026,0.3194,0.1565,0.2718,0.09353,0.4,1
|
||||
862717,N,68,14.19,26.02,96.29,632.4,0.105,0.1836,0.2013,0.07798,0.1894,0.06625,0.4634,1.416,5.357,43.65,0.007494,0.06696,0.06789,0.01714,0.01327,0.005693,17.05,35.37,126.8,905.4,0.1521,0.6461,0.6439,0.179,0.2655,0.1061,1.4,0
|
||||
863030,N,101,13.11,15.56,87.21,530.2,0.1398,0.1765,0.2071,0.09601,0.1925,0.07692,0.3908,0.9238,2.41,34.66,0.007162,0.02912,0.05473,0.01388,0.01547,0.007098,16.31,22.4,106.4,827.2,0.1862,0.4099,0.6376,0.1986,0.3147,0.1405,1.5,0
|
||||
864729,N,44,14.87,16.67,98.64,682.5,0.1162,0.1649,0.169,0.08923,0.2157,0.06768,0.4266,0.9489,2.989,41.18,0.006985,0.02563,0.03011,0.01271,0.01602,0.003884,18.81,27.37,127.1,1095,0.1878,0.448,0.4704,0.2027,0.3585,0.1065,1.5,4
|
||||
864877,N,104,15.78,22.91,105.7,782.6,0.1155,0.1752,0.2133,0.09479,0.2096,0.07331,0.552,1.072,3.598,58.63,0.008699,0.03976,0.0595,0.0139,0.01495,0.005984,20.19,30.5,130.3,1272,0.1855,0.4925,0.7356,0.2034,0.3274,0.1252,3.5,2
|
||||
865128,R,35,17.95,20.01,114.2,982,0.08402,0.06722,0.07293,0.05596,0.2129,0.05025,0.5506,1.214,3.357,54.04,0.004024,0.008422,0.02291,0.009863,0.05014,0.001902,20.58,27.83,129.2,1261,0.1072,0.1202,0.2249,0.1185,0.4882,0.06111,3,1
|
||||
86517,N,108,18.66,17.12,121.4,1077,0.1054,0.11,0.1457,0.08665,0.1966,0.06213,0.7128,1.581,4.895,90.47,0.008102,0.02101,0.03342,0.01601,0.02045,0.00457,22.25,24.9,145.4,1549,0.1503,0.2291,0.3272,0.1674,0.2894,0.08456,7,17
|
||||
865423,N,14,24.25,20.2,166.2,1761,0.1447,0.2867,0.4268,0.2012,0.2655,0.06877,1.509,3.12,9.807,233,0.02333,0.09806,0.1278,0.01822,0.04547,0.009875,26.02,23.99,180.9,2073,0.1696,0.4244,0.5803,0.2248,0.3222,0.08009,3.5,0
|
||||
866203,R,73,19,18.91,123.4,1138,0.08217,0.08028,0.09271,0.05627,0.1946,0.05044,0.6896,1.342,5.216,81.23,0.004428,0.02731,0.0404,0.01361,0.0203,0.002686,22.32,25.73,148.2,1538,0.1021,0.2264,0.3207,0.1218,0.2841,0.06541,3.5,15
|
||||
866674,N,88,19.79,25.12,130.4,1192,0.1015,0.1589,0.2545,0.1149,0.2202,0.06113,0.4953,1.199,2.765,63.33,0.005033,0.03179,0.04755,0.01043,0.01578,0.003224,22.63,33.58,148.7,1589,0.1275,0.3861,0.5673,0.1732,0.3305,0.08465,3,11
|
||||
867305,N,104,16.16,21.54,106.2,809.8,0.1008,0.1284,0.1043,0.05613,0.216,0.05891,0.4332,1.265,2.844,43.68,0.004877,0.01952,0.02219,0.009231,0.01535,0.002373,19.47,31.68,129.7,1175,0.1395,0.3055,0.2992,0.1312,0.348,0.07619,1.2,0
|
||||
867739,R,7,20.29,21.49,132.8,1291,0.09258,0.1205,0.1523,0.08636,0.2356,0.05635,0.8309,1.14,5.459,115.5,0.004934,0.02833,0.04284,0.01587,0.03187,0.003273,26.51,28.07,171.6,2196,0.1225,0.3449,0.4509,0.1943,0.4416,0.07863,2.5,9
|
||||
868202,N,10,12.77,22.47,81.72,506.3,0.09055,0.05761,0.04711,0.02704,0.1585,0.06065,0.2367,1.38,1.457,19.87,0.007499,0.01202,0.02332,0.00892,0.01647,0.002629,14.49,33.37,92.04,653.6,0.1419,0.1523,0.2177,0.09331,0.2829,0.08067,1,0
|
||||
868826,N,36,14.95,17.57,96.85,678.1,0.1167,0.1305,0.1539,0.08624,0.1957,0.06216,1.296,1.452,8.419,101.9,0.01,0.0348,0.06577,0.02801,0.05168,0.002887,18.55,21.43,121.4,971.4,0.1411,0.2164,0.3355,0.1667,0.3414,0.07147,1.2,8
|
||||
869104,N,100,16.11,18.05,105.1,813,0.09721,0.1137,0.09447,0.05943,0.1861,0.06248,0.7049,1.332,4.533,74.08,0.00677,0.01938,0.03067,0.01167,0.01875,0.003434,19.92,25.27,129,1233,0.1314,0.2236,0.2802,0.1216,0.2792,0.08158,1.5,1
|
||||
869691,N,43,11.8,16.58,78.99,432,0.1091,0.17,0.1659,0.07415,0.2678,0.07371,0.3197,1.426,2.281,24.72,0.005427,0.03633,0.04649,0.01843,0.05628,0.004635,13.74,26.38,91.93,591.7,0.1385,0.4092,0.4504,0.1865,0.5774,0.103,1.9,0
|
||||
87112,R,44,17.68,20.74,117.4,963.7,0.1115,0.1665,0.1855,0.1054,0.1971,0.06166,0.8113,1.4,5.54,93.91,0.009037,0.04954,0.05206,0.01841,0.01778,0.004968,20.47,25.11,132.9,1302,0.1418,0.3498,0.3583,0.1515,0.2463,0.07738,9,7
|
||||
8711803,N,84,19.89,16.89,130.2,1229,0.1005,0.1134,0.1498,0.1121,0.173,0.06147,1.051,0.9349,7.382,121.9,0.008231,0.03082,0.0416,0.02785,0.03763,0.003785,22.25,19.08,147.5,1508,0.1197,0.1873,0.2487,0.1679,0.2643,0.07048,6,2
|
||||
871201,R,8,19.59,18.15,130.7,1214,0.112,0.1666,0.2508,0.1286,0.2027,0.06082,0.7364,1.048,4.792,97.07,0.004057,0.02277,0.04029,0.01303,0.01686,0.003318,26.73,26.39,174.9,2232,0.1438,0.3846,0.681,0.2247,0.3643,0.09223,3.5,0
|
||||
8712289,N,62,23.27,22.04,152.1,1686,0.08439,0.1145,0.1324,0.09702,0.1801,0.05553,0.6642,0.8561,4.603,97.85,0.00491,0.02544,0.02822,0.01623,0.01956,0.00374,28.01,28.22,184.2,2403,0.1228,0.3583,0.3948,0.2346,0.3589,0.09187,1,3
|
||||
8712729,N,5,16.78,18.8,109.3,886.3,0.08865,0.09182,0.08422,0.06576,0.1893,0.05534,0.599,1.391,4.129,67.34,0.006123,0.0247,0.02626,0.01604,0.02091,0.003493,20.05,26.3,130.7,1260,0.1168,0.2119,0.2318,0.1474,0.281,0.07228,3,1
|
||||
8712766,N,65,18.98,24.12,122,1030,0.1198,0.1612,0.2119,0.1155,0.2375,0.06542,0.8541,1.283,4.972,76.81,0.008978,0.02448,0.04385,0.01547,0.03414,0.004493,21.77,27.44,140.9,1328,0.1481,0.2397,0.355,0.1638,0.34,0.08003,2,2
|
||||
87163,N,84,13.43,19.63,85.84,565.4,0.09048,0.06288,0.05858,0.03438,0.1598,0.05671,0.4697,1.147,3.142,43.4,0.006003,0.01063,0.02151,0.009443,0.0152,0.001868,17.98,29.87,116.6,993.6,0.1401,0.1546,0.2644,0.116,0.2884,0.07371,2,1
|
||||
87164,N,98,15.46,11.89,102.5,736.9,0.1257,0.1555,0.2032,0.1097,0.1966,0.07069,0.4209,0.6583,2.805,44.64,0.005393,0.02321,0.04303,0.0132,0.01792,0.004168,18.79,17.04,125,1102,0.1531,0.3583,0.583,0.1827,0.3216,0.101,1.8,1
|
||||
873592,R,17,27.22,21.87,182.1,2250,0.1094,0.1914,0.2871,0.1878,0.18,0.0577,0.8361,1.481,5.82,128.7,0.004631,0.02537,0.03109,0.01241,0.01575,0.002747,33.12,32.85,220.8,3216,0.1472,0.4034,0.534,0.2688,0.2856,0.08082,4,4
|
||||
873593,N,53,21.09,26.57,142.7,1311,0.1141,0.2832,0.2487,0.1496,0.2395,0.07398,0.6298,0.7629,4.414,81.46,0.004253,0.04759,0.03872,0.01567,0.01798,0.005295,26.68,33.48,176.5,2089,0.1491,0.7584,0.678,0.2903,0.4098,0.1284,4,7
|
||||
873701,N,65,15.7,20.31,101.2,766.6,0.09597,0.08799,0.06593,0.05189,0.1618,0.05549,0.3699,1.15,2.406,40.98,0.004626,0.02263,0.01954,0.009767,0.01547,0.00243,20.11,32.82,129.3,1269,0.1414,0.3547,0.2902,0.1541,0.3437,0.08631,2,1
|
||||
873885,N,81,15.28,22.41,98.92,710.6,0.09057,0.1052,0.05375,0.03263,0.1727,0.06317,0.2054,0.4956,1.344,19.53,0.00329,0.01395,0.01774,0.006009,0.01172,0.002575,17.8,28.03,113.8,973.1,0.1301,0.3299,0.363,0.1226,0.3175,0.09772,1.6,0
|
||||
874217,N,91,18.31,18.58,118.6,1041,0.08588,0.08468,0.08169,0.05814,0.1621,0.05425,0.2577,0.4757,1.817,28.92,0.002866,0.009181,0.01412,0.006719,0.01069,0.001087,21.31,26.36,139.2,1410,0.1234,0.2445,0.3538,0.1571,0.3206,0.06938,6,3
|
||||
874858,N,86,14.22,23.12,94.37,609.9,0.1075,0.2413,0.1981,0.06618,0.2384,0.07542,0.286,2.11,2.112,31.72,0.00797,0.1354,0.1166,0.01666,0.05113,0.01172,15.74,37.18,106.4,762.4,0.1533,0.9327,0.8488,0.1772,0.5166,0.1446,1.2,0
|
||||
875263,R,74,12.34,26.86,81.15,477.4,0.1034,0.1353,0.1085,0.04562,0.1943,0.06937,0.4053,1.809,2.642,34.44,0.009098,0.03845,0.03763,0.01321,0.01878,0.005672,15.65,39.34,101.7,768.9,0.1785,0.4706,0.4425,0.1459,0.3215,0.1205,1.2,4
|
||||
875562,N,75,14.86,23.21,100.4,671.4,0.1044,0.198,0.1697,0.08878,0.1737,0.06672,0.2796,0.9622,3.591,25.2,0.008081,0.05122,0.05551,0.01883,0.02545,0.004312,16.08,27.78,118.6,784.7,0.1316,0.4648,0.4589,0.1727,0.3,0.08701,8,9
|
||||
875938,N,91,13.77,22.29,90.63,588.9,0.12,0.1267,0.1385,0.06526,0.1834,0.06877,0.6191,2.112,4.906,49.7,0.0138,0.03348,0.04665,0.0206,0.02689,0.004306,16.39,34.01,111.6,806.9,0.1737,0.3122,0.3809,0.1673,0.308,0.09333,1.2,0
|
||||
877486,N,5,19.18,22.49,127.5,1148,0.08523,0.1428,0.1114,0.06772,0.1767,0.05529,0.4357,1.073,3.833,54.22,0.005524,0.03698,0.02706,0.01221,0.01415,0.003397,23.36,32.06,166.4,1688,0.1322,0.5601,0.3865,0.1708,0.3193,0.09221,3,1
|
||||
877500,N,72,14.45,20.22,94.49,642.7,0.09872,0.1206,0.118,0.0598,0.195,0.06466,0.2092,0.6509,1.446,19.42,0.004044,0.01597,0.02,0.007303,0.01522,0.001976,18.33,30.12,117.9,1044,0.1552,0.4056,0.4967,0.1838,0.4753,0.1013,1.5,?
|
||||
878796,N,5,23.29,26.67,158.9,1685,0.1141,0.2084,0.3523,0.162,0.22,0.06229,0.5539,1.56,4.667,83.16,0.009327,0.05121,0.08958,0.02465,0.02175,0.005195,25.12,32.68,177,1986,0.1536,0.4167,0.7892,0.2733,0.3198,0.08762,9,14
|
||||
87880,N,38,13.81,23.75,91.56,597.8,0.1323,0.1768,0.1558,0.09176,0.2251,0.07421,0.5648,1.93,3.909,52.72,0.008824,0.03108,0.03112,0.01291,0.01998,0.004506,19.2,41.85,128.5,1153,0.2226,0.5209,0.4646,0.2013,0.4432,0.1086,1.5,0
|
||||
879523,R,17,15.12,16.68,98.78,716.6,0.08876,0.09588,0.0755,0.04079,0.1594,0.05986,0.2711,0.3621,1.974,26.44,0.005472,0.01919,0.02039,0.00826,0.01523,0.002881,17.77,20.24,117.7,989.5,0.1491,0.3331,0.3327,0.1252,0.3415,0.0974,1.5,0
|
||||
8810703,N,35,19.37,24.03,129.9,1174,0.09866,0.1629,0.1961,0.1054,0.212,0.06246,0.631,0.9409,4.794,75.93,0.005199,0.02804,0.03108,0.01319,0.019,0.003708,23.87,28.43,165.5,1725,0.1269,0.3535,0.3607,0.1832,0.3479,0.08793,3.2,0
|
||||
8810948,N,74,17.42,25.56,114.5,948,0.1006,0.1146,0.1682,0.06597,0.1308,0.05866,0.5296,1.667,3.767,58.53,0.03113,0.08555,0.1438,0.03927,0.02175,0.01256,18.07,28.07,120.4,1021,0.1243,0.1793,0.2803,0.1099,0.1603,0.06818,1.5,1
|
||||
8810955,N,73,14.19,23.81,92.87,610.7,0.09463,0.1306,0.1115,0.06462,0.2235,0.06433,0.4207,1.845,3.534,31,0.01088,0.0371,0.03688,0.01627,0.04499,0.004768,16.86,34.85,115,811.3,0.1559,0.4059,0.3744,0.1772,0.4724,0.1026,3,0
|
||||
8810987,N,73,13.86,16.93,90.96,578.9,0.1026,0.1517,0.09901,0.05602,0.2106,0.06916,0.2563,1.194,1.933,22.69,0.00596,0.03438,0.03909,0.01435,0.01939,0.00456,15.75,26.93,104.4,750.1,0.146,0.437,0.4636,0.1654,0.363,0.1059,4,2
|
||||
8811842,N,48,19.8,21.56,129.7,1230,0.09383,0.1306,0.1272,0.08691,0.2094,0.05581,0.9553,1.186,6.487,124.4,0.006804,0.03169,0.03446,0.01712,0.01897,0.004045,25.73,28.64,170.3,2009,0.1353,0.3235,0.3617,0.182,0.307,0.08255,2.6,0
|
||||
881190,N,74,19.53,32.47,128,1223,0.0842,0.113,0.1145,0.06637,0.1428,0.05313,0.7392,1.321,4.722,109.9,0.005539,0.02644,0.02664,0.01078,0.01332,0.002256,27.9,45.41,180.2,2477,0.1408,0.4097,0.3995,0.1625,0.2713,0.07568,2.8,0
|
||||
8812877,N,68,16.34,20.81,109.4,829.8,0.1031,0.1589,0.1769,0.08451,0.1981,0.06613,0.2958,1.259,2.278,29.03,0.006518,0.025,0.04087,0.01344,0.01797,0.003626,18.88,31.95,128.9,1085,0.1543,0.3456,0.5978,0.1843,0.3584,0.09975,1,1
|
||||
881861,N,77,12.83,22.33,85.26,503.2,0.1088,0.1799,0.1695,0.06861,0.2123,0.07254,0.3061,1.069,2.257,25.13,0.006983,0.03858,0.04683,0.01499,0.0168,0.005617,15.2,30.15,105.3,706,0.1777,0.5343,0.6282,0.1977,0.3407,0.1243,3,27
|
||||
881972,N,63,17.05,19.08,113.4,895,0.1141,0.1572,0.191,0.109,0.2131,0.06325,0.2959,0.679,2.153,31.98,0.005532,0.02008,0.03055,0.01384,0.01177,0.002336,19.59,24.89,133.5,1189,0.1703,0.3934,0.5018,0.2543,0.3109,0.09061,1.5,5
|
||||
882061,N,67,20.51,27.81,134.4,1319,0.09159,0.1074,0.1554,0.0834,0.1448,0.05592,0.524,1.189,3.767,70.01,0.00502,0.02062,0.03457,0.01091,0.01298,0.002887,24.47,37.38,162.7,1872,0.1223,0.2761,0.4146,0.1563,0.2437,0.08328,9,24
|
||||
882997,N,83,23.21,26.97,153.5,1670,0.09509,0.1682,0.195,0.1237,0.1909,0.06309,1.058,0.9635,7.247,155.8,0.006428,0.02863,0.04497,0.01716,0.0159,0.003053,31.01,34.51,206,2944,0.1481,0.4126,0.582,0.2593,0.3103,0.08677,1.5,1
|
||||
883302,N,31,17.46,39.28,113.4,920.6,0.09812,0.1298,0.1417,0.08811,0.1809,0.05966,0.5366,0.8561,3.002,49,0.00486,0.02785,0.02602,0.01374,0.01226,0.002759,22.51,44.87,141.2,1408,0.1365,0.3735,0.3241,0.2066,0.2853,0.08496,2,0
|
||||
884180,N,62,19.4,23.5,129.1,1155,0.1027,0.1558,0.2049,0.08886,0.1978,0.06,0.5243,1.802,4.037,60.41,0.01061,0.03252,0.03915,0.01559,0.02186,0.003949,21.65,30.53,144.9,1417,0.1463,0.2968,0.3458,0.1564,0.292,0.07614,1.8,1
|
||||
88607,N,76,17.3,17.08,113,928.2,0.1008,0.1041,0.1266,0.08353,0.1813,0.05613,0.3093,0.8568,2.193,33.63,0.004757,0.01503,0.02332,0.01262,0.01394,0.002362,19.85,25.09,130.9,1222,0.1416,0.2405,0.3378,0.1857,0.3138,0.08113,1.2,0
|
||||
886226,N,56,19.45,19.33,126.5,1169,0.1035,0.1188,0.1379,0.08591,0.1776,0.05647,0.5959,0.6342,3.797,71,0.004649,0.018,0.02749,0.01267,0.01365,0.00255,25.7,24.57,163.1,1972,0.1497,0.3161,0.4317,0.1999,0.3379,0.0895,9,7
|
||||
886452,N,58,13.96,17.05,91.43,602.4,0.1096,0.1279,0.09789,0.05246,0.1908,0.0613,0.425,0.8098,2.563,35.74,0.006351,0.02679,0.03119,0.01342,0.02062,0.002695,16.39,22.07,108.1,826,0.1512,0.3262,0.3209,0.1374,0.3068,0.07957,1,0
|
||||
886490,R,19,19.55,28.77,133.6,1207,0.0926,0.2063,0.1784,0.1144,0.1893,0.06232,0.8426,1.199,7.158,106.4,0.006356,0.04765,0.03863,0.01519,0.01936,0.005252,25.05,36.27,178.6,1926,0.1281,0.5329,0.4251,0.1941,0.2818,0.1005,6,15
|
||||
886776,N,56,15.32,17.27,103.2,713.3,0.1335,0.2284,0.2448,0.1242,0.2398,0.07596,0.6592,1.059,4.061,59.46,0.01015,0.04588,0.04983,0.02127,0.01884,0.00866,17.73,22.66,119.8,928.8,0.1765,0.4503,0.4429,0.2229,0.3258,0.1191,0.8,0
|
||||
887181,N,64,15.66,23.2,110.2,773.5,0.1109,0.3114,0.3176,0.1377,0.2495,0.08104,1.292,2.454,10.12,138.5,0.01236,0.05995,0.08232,0.03024,0.02337,0.006042,19.85,31.64,143.7,1226,0.1504,0.5172,0.6181,0.2462,0.3277,0.1019,0.6,0
|
||||
887256,N,27,15.53,33.56,103.7,744.9,0.1063,0.1639,0.1751,0.08399,0.2091,0.0665,0.2419,1.278,1.903,23.02,0.005345,0.02556,0.02889,0.01022,0.009947,0.003359,18.49,49.54,126.3,1035,0.1883,0.5564,0.5703,0.2014,0.3512,0.1204,2.5,3
|
||||
887549,R,39,20.31,27.06,132.9,1288,0.1,0.1088,0.1519,0.09333,0.1814,0.05572,0.3977,1.033,2.587,52.34,0.005043,0.01578,0.02117,0.008185,0.01282,0.001892,24.33,39.16,162.3,1844,0.1522,0.2945,0.3788,0.1697,0.3151,0.07999,1.8,1
|
||||
888570,R,12,17.29,22.13,114.4,947.8,0.08999,0.1273,0.09697,0.07507,0.2108,0.05464,0.8348,1.633,6.146,90.94,0.006717,0.05981,0.04638,0.02149,0.02747,0.005838,20.39,27.24,137.9,1295,0.1134,0.2867,0.2298,0.1528,0.3067,0.07484,4,1
|
||||
889403,N,62,15.61,19.38,100,758.6,0.0784,0.05616,0.04209,0.02847,0.1547,0.05443,0.2298,0.9988,1.534,22.18,0.002826,0.009105,0.01311,0.005174,0.01013,0.001345,17.91,31.67,115.9,988.6,0.1084,0.1807,0.226,0.08568,0.2683,0.06829,2,0
|
||||
889719,R,37,17.19,22.07,111.6,928.3,0.09726,0.08995,0.09061,0.06527,0.1867,0.0558,0.4203,0.7383,2.819,45.42,0.004493,0.01206,0.02048,0.009875,0.01144,0.001575,21.58,29.33,140.5,1436,0.1558,0.2567,0.3889,0.1984,0.3216,0.0757,8.5,6
|
||||
889950,N,63,20.73,31.12,135.7,1419,0.09469,0.1143,0.1367,0.08646,0.1769,0.05674,1.172,1.617,7.749,199.7,0.004551,0.01478,0.02143,0.00928,0.01367,0.002299,32.49,47.16,214,3432,0.1401,0.2644,0.3442,0.1659,0.2868,0.08218,3,2
|
||||
8910988,R,5,21.75,20.99,147.3,1491,0.09401,0.1961,0.2195,0.1088,0.1721,0.06194,1.167,1.352,8.867,156.8,0.005687,0.0496,0.06329,0.01561,0.01924,0.004614,28.19,28.18,195.9,2384,0.1272,0.4725,0.5807,0.1841,0.2833,0.08858,2.5,11
|
||||
8911163,N,59,17.93,24.48,115.2,998.9,0.08855,0.07027,0.05699,0.04744,0.1538,0.0551,0.4212,1.433,2.765,45.81,0.005444,0.01169,0.01622,0.008522,0.01419,0.002751,20.92,34.69,135.1,1320,0.1315,0.1806,0.208,0.1136,0.2504,0.07948,1.5,0
|
||||
8912049,N,55,19.16,26.6,126.2,1138,0.102,0.1453,0.1921,0.09664,0.1902,0.0622,0.6361,1.001,4.321,69.65,0.007392,0.02449,0.03988,0.01293,0.01435,0.003446,23.72,35.9,159.8,1724,0.1782,0.3841,0.5754,0.1872,0.3258,0.0972,1.5,0
|
||||
89122,N,17,19.71,19.06,129.5,1192,0.1018,0.1352,0.1696,0.1043,0.1895,0.05863,0.4352,1.049,3.157,52.6,0.004996,0.02395,0.02867,0.01117,0.02266,0.002668,23.33,29.87,157.6,1659,0.1411,0.3993,0.4645,0.1925,0.4054,0.08621,4,15
|
||||
8912280,N,8,16.24,18.77,108.8,805.1,0.1066,0.1802,0.1948,0.09052,0.1876,0.06684,0.2873,0.9173,2.464,28.09,0.004563,0.03481,0.03872,0.01209,0.01388,0.004081,18.55,25.09,126.9,1031,0.1365,0.4706,0.5026,0.1732,0.277,0.1063,1,0
|
||||
892189,N,1,11.76,18.14,75,431.1,0.09968,0.05914,0.02685,0.03515,0.1619,0.06287,0.645,2.105,4.138,49.11,0.005596,0.01005,0.01272,0.01432,0.01575,0.002758,13.36,23.39,85.1,553.6,0.1137,0.07974,0.0612,0.0716,0.1978,0.06915,10,18
|
||||
892438,R,58,19.53,18.9,129.5,1217,0.115,0.1642,0.2197,0.1062,0.1792,0.06552,1.111,1.161,7.237,133,0.006056,0.03203,0.05638,0.01733,0.01884,0.004787,25.93,26.24,171.1,2053,0.1495,0.4116,0.6121,0.198,0.2968,0.09929,2,0
|
||||
892632,N,34,20.09,23.86,134.7,1247,0.108,0.1838,0.2283,0.128,0.2249,0.07469,1.072,1.743,7.804,130.8,0.007964,0.04732,0.07649,0.01936,0.02736,0.005928,23.68,29.43,158.8,1696,0.1347,0.3391,0.4932,0.1923,0.3294,0.09469,5,11
|
||||
894326,N,70,18.22,18.87,118.7,1027,0.09746,0.1117,0.113,0.0795,0.1807,0.05664,0.4041,0.5503,2.547,48.9,0.004821,0.01659,0.02408,0.01143,0.01275,0.002451,21.84,25,140.9,1485,0.1434,0.2763,0.3853,0.1776,0.2812,0.08198,2,0
|
||||
894618,N,66,20.16,19.66,131.1,1274,0.0802,0.08564,0.1155,0.07726,0.1928,0.05096,0.5925,0.6863,3.868,74.85,0.004536,0.01376,0.02645,0.01247,0.02193,0.001589,23.06,23.03,150.2,1657,0.1054,0.1537,0.2606,0.1425,0.3055,0.05933,2.5,1
|
||||
895100,N,66,20.34,21.51,135.9,1264,0.117,0.1875,0.2565,0.1504,0.2569,0.0667,0.5702,1.023,4.012,69.06,0.005485,0.02431,0.0319,0.01369,0.02768,0.003345,25.3,31.86,171.1,1938,0.1592,0.4492,0.5344,0.2685,0.5558,0.1024,0.4,2
|
||||
89539,R,78,16.27,20.71,106.9,813.7,0.1169,0.1319,0.1478,0.08488,0.1948,0.06277,0.4375,1.232,3.27,44.41,0.006697,0.02083,0.03248,0.01392,0.01536,0.002789,19.28,30.38,129.8,1121,0.159,0.2947,0.3597,0.1583,0.3103,0.082,2.5,2
|
||||
897428,N,34,17.06,21,111.8,918.6,0.1119,0.1056,0.1508,0.09934,0.1727,0.06071,0.8161,2.129,6.076,87.17,0.006455,0.01797,0.04502,0.01744,0.01829,0.003733,20.99,33.15,143.2,1362,0.1449,0.2053,0.392,0.1827,0.2623,0.07599,1.5,0
|
||||
897630,N,10,18.77,21.43,122.9,1092,0.09116,0.1402,0.106,0.0609,0.1953,0.06083,0.6422,1.53,4.369,88.25,0.007548,0.03897,0.03914,0.01816,0.02168,0.004445,24.54,34.37,161.1,1873,0.1498,0.4827,0.4634,0.2048,0.3679,0.0987,2,0
|
||||
89812,R,24,23.51,24.27,155.1,1747,0.1069,0.1283,0.2308,0.141,0.1797,0.05506,1.009,0.9245,6.462,164.1,0.006292,0.01971,0.03582,0.01301,0.01479,0.003118,30.67,30.73,202.4,2906,0.1515,0.2678,0.4819,0.2089,0.2593,0.07738,3.5,4
|
||||
898431,R,33,19.68,21.68,129.9,1194,0.09797,0.1339,0.1863,0.1103,0.2082,0.05715,0.6226,2.284,5.173,67.66,0.004756,0.03368,0.04345,0.01806,0.03756,0.003288,22.75,34.66,157.6,1540,0.1218,0.3458,0.4734,0.2255,0.4045,0.07918,1.5,13
|
||||
899667,N,58,15.75,19.22,107.1,758.6,0.1243,0.2364,0.2914,0.1242,0.2375,0.07603,0.5204,1.324,3.477,51.22,0.009329,0.06559,0.09953,0.02283,0.05543,0.00733,17.36,24.17,119.4,915.3,0.155,0.5046,0.6872,0.2135,0.4245,0.105,1.8,0
|
||||
899987,R,4,25.73,17.46,174.2,2010,0.1149,0.2363,0.3368,0.1913,0.1956,0.06121,0.9948,0.8509,7.222,153.1,0.006369,0.04243,0.04266,0.01508,0.02335,0.003385,33.13,23.58,229.3,3234,0.153,0.5937,0.6451,0.2756,0.369,0.08815,4.5,0
|
||||
9010018,R,5,15.08,25.74,98,716.6,0.1024,0.09769,0.1235,0.06553,0.1647,0.06464,0.6534,1.506,4.174,63.37,0.01052,0.02431,0.04912,0.01746,0.0212,0.004867,18.51,33.22,121.2,1050,0.166,0.2356,0.4029,0.1526,0.2654,0.09438,2.6,0
|
||||
901088,N,61,20.44,21.78,133.8,1293,0.0915,0.1131,0.09799,0.07785,0.1618,0.05557,0.5781,0.9168,4.218,72.44,0.006208,0.01906,0.02375,0.01461,0.01445,0.001906,24.31,26.37,161.2,1780,0.1327,0.2376,0.2702,0.1765,0.2609,0.06735,1,0
|
||||
9011494,N,51,20.2,26.83,133.7,1234,0.09905,0.1669,0.1641,0.1265,0.1875,0.0602,0.9761,1.892,7.128,103.6,0.008439,0.04674,0.05904,0.02536,0.0371,0.004286,24.19,33.81,160,1671,0.1278,0.3416,0.3703,0.2152,0.3271,0.07632,2.5,2
|
||||
9012000,R,2,22.01,21.9,147.2,1482,0.1063,0.1954,0.2448,0.1501,0.1824,0.0614,1.008,0.6999,7.561,130.2,0.003978,0.02821,0.03576,0.01471,0.01518,0.003796,27.66,25.8,195,2227,0.1294,0.3885,0.4756,0.2432,0.2741,0.08574,3,1
|
||||
901288,N,54,20.64,17.35,134.8,1335,0.09446,0.1076,0.1527,0.08941,0.1571,0.05478,0.6137,0.6575,4.119,77.02,0.006211,0.01895,0.02681,0.01232,0.01276,0.001711,25.37,23.17,166.8,1946,0.1562,0.3055,0.4159,0.2112,0.2689,0.07055,4,0
|
||||
9013838,N,7,11.08,18.83,73.3,361.6,0.1216,0.2154,0.1689,0.06367,0.2196,0.0795,0.2114,1.027,1.719,13.99,0.007405,0.04549,0.04588,0.01339,0.01738,0.004435,13.24,32.82,91.76,508.1,0.2184,0.9379,0.8402,0.2524,0.4154,0.1403,2,0
|
||||
90291,N,57,14.6,23.29,93.97,664.7,0.08682,0.06636,0.0839,0.05271,0.1627,0.05416,0.4157,1.627,2.914,33.01,0.008312,0.01742,0.03389,0.01576,0.0174,0.002871,15.79,31.71,102.2,758.2,0.1312,0.1581,0.2675,0.1359,0.2477,0.06836,3,0
|
||||
90312,N,13,19.55,23.21,128.9,1174,0.101,0.1318,0.1856,0.1021,0.1989,0.05884,0.6107,2.836,5.383,70.1,0.01124,0.04097,0.07469,0.03441,0.02768,0.00624,20.82,30.44,142,1313,0.1251,0.2414,0.3829,0.1825,0.2576,0.07602,4,13
|
||||
903516,N,58,21.61,22.28,144.4,1407,0.1167,0.2087,0.281,0.1562,0.2162,0.06606,0.6242,0.9209,4.158,80.99,0.005215,0.03726,0.04718,0.01288,0.02045,0.004028,26.23,28.74,172,2081,0.1502,0.5717,0.7053,0.2422,0.3828,0.1007,3.3,16
|
||||
905241,N,57,17.99,20.66,117.8,991.7,0.1036,0.1304,0.1201,0.08824,0.1992,0.06069,0.4537,0.8733,3.061,49.81,0.007231,0.02772,0.02509,0.0148,0.01414,0.003336,21.08,25.41,138.1,1349,0.1482,0.3735,0.3301,0.1974,0.306,0.08503,3,3
|
||||
905680,N,51,15.13,29.81,96.71,719.5,0.0832,0.04605,0.04686,0.02739,0.1852,0.05294,0.4681,1.627,3.043,45.38,0.006831,0.01427,0.02489,0.009087,0.03151,0.00175,17.26,36.91,110.1,931.4,0.1148,0.09866,0.1547,0.06575,0.3233,0.06165,4,13
|
||||
906023,R,49,15.5,21.08,102.9,803.1,0.112,0.1571,0.1522,0.08481,0.2085,0.06864,1.37,1.213,9.424,176.5,0.008198,0.03889,0.04493,0.02139,0.02018,0.005815,23.17,27.65,157.1,1748,0.1517,0.4002,0.4211,0.2134,0.3003,0.1048,0.4,0
|
||||
907607,N,55,17.29,21.43,112.7,938.6,0.1004,0.1124,0.1117,0.08377,0.1749,0.05822,0.9047,1.305,6.378,105.2,0.005609,0.02121,0.03387,0.01494,0.01537,0.003042,22.51,26.7,149.4,1558,0.1309,0.2352,0.327,0.1549,0.2609,0.07545,1.5,1
|
||||
908194,R,1,20.18,19.54,133.8,1250,0.1133,0.1489,0.2133,0.1259,0.1724,0.06053,0.4331,1.001,3.008,52.49,0.009087,0.02715,0.05546,0.0191,0.02451,0.004005,22.03,25.07,146,1479,0.1665,0.2942,0.5308,0.2173,0.3032,0.08075,4.5,27
|
||||
908445,N,47,18.82,21.97,123.7,1110,0.1018,0.1389,0.1594,0.08744,0.1943,0.06132,0.8191,1.931,4.493,103.9,0.008074,0.04088,0.05321,0.01834,0.02383,0.004515,22.66,30.93,145.3,1603,0.139,0.3463,0.3912,0.1708,0.3007,0.08314,1,0
|
||||
908489,R,9,13.98,19.62,91.12,599.5,0.106,0.1133,0.1126,0.06463,0.1669,0.06544,0.2208,0.9533,1.602,18.85,0.005314,0.01791,0.02185,0.009567,0.01223,0.002846,17.04,30.8,113.9,869.3,0.1613,0.3568,0.4069,0.1827,0.3179,0.1055,3.5,4
|
||||
909445,N,13,17.27,25.42,112.4,928.8,0.08331,0.1109,0.1204,0.05736,0.1467,0.05407,0.51,1.679,3.283,58.38,0.008109,0.04308,0.04942,0.01742,0.01594,0.003739,20.38,35.46,132.8,1284,0.1436,0.4122,0.5036,0.1739,0.25,0.07944,9,0
|
||||
9110127,N,23,18.03,16.85,117.5,990,0.08947,0.1232,0.109,0.06254,0.172,0.0578,0.2986,0.5906,1.921,35.77,0.004117,0.0156,0.02975,0.009753,0.01295,0.002436,20.38,22.02,133.3,1292,0.1263,0.2666,0.429,0.1535,0.2842,0.08225,2.7,0
|
||||
9110732,R,16,17.75,28.03,117.3,981.6,0.09997,0.1314,0.1698,0.08293,0.1713,0.05916,0.3897,1.077,2.873,43.95,0.004714,0.02015,0.03697,0.0111,0.01237,0.002556,21.53,38.54,145.4,1437,0.1401,0.3762,0.6399,0.197,0.2972,0.09075,1.5,7
|
||||
9111573,N,34,21.1,20.52,138.1,1384,0.09684,0.1175,0.1572,0.1155,0.1554,0.0566,0.6643,1.361,4.542,81.89,0.005467,0.02075,0.03185,0.01466,0.01029,0.002205,25.68,32.07,168.2,2022,0.1368,0.3101,0.4399,0.228,0.2268,0.07425,2.8,0
|
||||
9111805,R,9,19.59,25,127.7,1191,0.1032,0.09871,0.1655,0.09063,0.1663,0.05391,0.4674,1.375,2.916,56.18,0.0119,0.01929,0.04907,0.01499,0.01641,0.001807,21.44,30.96,139.8,1421,0.1528,0.1845,0.3977,0.1466,0.2293,0.06091,2,7
|
||||
9113538,N,32,17.6,23.33,119,980.5,0.09289,0.2004,0.2136,0.1002,0.1696,0.07369,0.9289,1.465,5.801,104.9,0.006766,0.07025,0.06591,0.02311,0.01673,0.0113,21.57,28.87,143.6,1437,0.1207,0.4785,0.5165,0.1996,0.2301,0.1224,1,0
|
||||
911916,N,8,16.25,19.51,109.8,815.8,0.1026,0.1893,0.2236,0.09194,0.2151,0.06578,0.3147,0.9857,3.07,33.12,0.009197,0.0547,0.08079,0.02215,0.02773,0.006355,17.39,23.05,122.1,939.7,0.1377,0.4462,0.5897,0.1775,0.3318,0.09136,1,0
|
||||
913505,R,14,19.44,18.82,128.1,1167,0.1089,0.1448,0.2256,0.1194,0.1823,0.06115,0.5659,1.408,3.631,67.74,0.005288,0.02833,0.04256,0.01176,0.01717,0.003211,23.96,30.39,153.9,1740,0.1514,0.3725,0.5936,0.206,0.3266,0.09009,7,9
|
||||
913535,N,36,16.69,20.2,107.1,857.6,0.07497,0.07112,0.03649,0.02307,0.1846,0.05325,0.2473,0.5679,1.775,22.95,0.002667,0.01446,0.01423,0.005297,0.01961,0.0017,19.18,26.56,127.3,1084,0.1009,0.292,0.2477,0.08737,0.4677,0.07623,2.5,0
|
||||
914062,R,12,18.01,20.56,118.4,1007,0.1001,0.1289,0.117,0.07762,0.2116,0.06077,0.7548,1.288,5.353,89.74,0.007997,0.027,0.03737,0.01648,0.02897,0.003996,21.53,26.06,143.4,1426,0.1309,0.2327,0.2544,0.1489,0.3251,0.07625,3.5,2
|
||||
914769,N,38,18.49,17.52,121.3,1068,0.1012,0.1317,0.1491,0.09183,0.1832,0.06697,0.7923,1.045,4.851,95.77,0.007974,0.03214,0.04435,0.01573,0.01617,0.005255,22.75,22.88,146.4,1600,0.1412,0.3089,0.3533,0.1663,0.251,0.09445,3,0
|
||||
91485,R,11,20.59,21.24,137.8,1320,0.1085,0.1644,0.2188,0.1121,0.1848,0.06222,0.5904,1.216,4.206,75.09,0.006666,0.02791,0.04062,0.01479,0.01117,0.003727,23.86,30.76,163.2,1760,0.1464,0.3597,0.5179,0.2113,0.248,0.08999,5.5,20
|
||||
91504,N,34,13.82,24.49,92.33,595.9,0.1162,0.1681,0.1357,0.06759,0.2275,0.07237,0.4751,1.528,2.974,39.05,0.00968,0.03856,0.03476,0.01616,0.02434,0.006995,16.01,32.94,106,788,0.1794,0.3966,0.3381,0.1521,0.3651,0.1183,1,0
|
||||
915143,R,7,24.24,18.74,159.6,1945,0.08938,0.1136,0.1727,0.1071,0.1591,0.05175,1.73,0.8535,11.56,316,0.005137,0.01279,0.02353,0.01508,0.01615,0.002252,35.13,23.36,232.2,3903,0.1154,0.1772,0.2917,0.1795,0.2336,0.06259,3,4
|
||||
915460,N,41,15.46,23.95,103.8,731.3,0.1183,0.187,0.203,0.0852,0.1807,0.07083,0.3331,1.961,2.937,32.52,0.009538,0.0494,0.06019,0.02041,0.02105,0.006,17.11,36.33,117.7,909.4,0.1732,0.4967,0.5911,0.2163,0.3013,0.1067,2.5,1
|
||||
915946,N,38,15.05,19.07,97.26,701.9,0.09215,0.08597,0.07486,0.04335,0.1561,0.05915,0.386,1.198,2.63,38.49,0.004952,0.0163,0.02967,0.009423,0.01152,0.001718,17.58,28.06,113.8,967,0.1246,0.2101,0.2866,0.112,0.2282,0.06954,2.5,8
|
||||
916799,N,40,18.31,20.58,120.8,1052,0.1068,0.1248,0.1569,0.09451,0.186,0.05941,0.5449,0.9225,3.218,67.36,0.006176,0.01877,0.02913,0.01046,0.01559,0.002725,21.86,26.2,142.2,1493,0.1492,0.2536,0.3759,0.151,0.3074,0.07863,1.2,1
|
||||
916838,N,41,19.89,20.26,130.5,1214,0.1037,0.131,0.1411,0.09431,0.1802,0.06188,0.5079,0.8737,3.654,59.7,0.005089,0.02303,0.03052,0.01178,0.01057,0.003391,23.73,25.23,160.5,1646,0.1417,0.3309,0.4185,0.1613,0.2549,0.09136,8,4
|
||||
917627,N,39,24.63,21.6,165.5,1841,0.103,0.2106,0.231,0.1471,0.1991,0.06739,0.9915,0.9004,7.05,139.9,0.004989,0.03212,0.03571,0.01597,0.01879,0.00476,29.92,26.93,205.7,2642,0.1342,0.4188,0.4658,0.2475,0.3157,0.09671,1,1
|
||||
9212009,N,1,18.45,31.39,120.8,1051,0.09889,0.1108,0.1275,0.07493,0.1855,0.05593,0.3729,2.183,2.922,43.45,0.005957,0.02474,0.04066,0.01499,0.01703,0.003462,20.36,44.46,136.5,1286,0.1289,0.249,0.3641,0.1555,0.2847,0.07684,2,1
|
||||
925622,N,30,15.22,30.62,103.4,716.9,0.1048,0.2087,0.255,0.09429,0.2128,0.07152,0.2602,1.205,2.362,22.65,0.004625,0.04844,0.07359,0.01608,0.02137,0.006142,17.52,42.79,128.7,915,0.1417,0.7917,1.17,0.2356,0.4089,0.1409,2.5,0
|
||||
926125,N,17,20.92,25.09,143,1347,0.1099,0.2236,0.3174,0.1474,0.2149,0.06879,0.9622,1.026,8.758,118.8,0.006399,0.0431,0.07845,0.02624,0.02057,0.006213,24.29,29.41,179.1,1819,0.1407,0.4186,0.6599,0.2542,0.2929,0.09873,1.5,0
|
||||
926424,N,28,21.56,22.39,142,1479,0.111,0.1159,0.2439,0.1389,0.1726,0.05623,1.176,1.256,7.673,158.7,0.0103,0.02891,0.05198,0.02454,0.01114,0.004239,25.45,26.4,166.1,2027,0.141,0.2113,0.4107,0.2216,0.206,0.07115,1.2,0
|
||||
926682,N,20,20.13,28.25,131.2,1261,0.0978,0.1034,0.144,0.09791,0.1752,0.05533,0.7655,2.463,5.203,99.04,0.005769,0.02423,0.0395,0.01678,0.01898,0.002498,23.69,38.25,155,1731,0.1166,0.1922,0.3215,0.1628,0.2572,0.06637,1,0
|
||||
926954,N,16,16.6,28.08,108.3,858.1,0.08455,0.1023,0.09251,0.05302,0.159,0.05648,0.4564,1.075,3.425,48.55,0.005903,0.03731,0.0473,0.01557,0.01318,0.003892,18.98,34.12,126.7,1124,0.1139,0.3094,0.3403,0.1418,0.2218,0.0782,3.5,1
|
||||
927992,N,26,13.86,23.83,89.6,595.8,0.1067,0.08318,0.07671,0.05627,0.1433,0.05484,0.6142,2.25,4.334,51.14,0.0142,0.01844,0.03254,0.01999,0.02719,0.001925,15.51,30,101.2,730.6,0.1467,0.1279,0.1677,0.1114,0.218,0.06057,1.5,1
|
||||
927997,N,27,18.11,26.17,118.7,970.2,0.09867,0.1716,0.2177,0.09718,0.2063,0.06194,0.5854,1.386,4.066,48.23,0.0078,0.04768,0.1015,0.02349,0.02759,0.004116,21.88,35.4,145.1,1251,0.1464,0.5127,0.8774,0.2603,0.3941,0.09318,2.4,2
|
||||
928594,N,29,21.93,30.64,146.7,1487,0.08679,0.1723,0.2053,0.101,0.1796,0.05715,0.8842,1.152,6.92,115.8,0.007661,0.05912,0.05962,0.02539,0.02899,0.004636,25.24,34.07,171.5,1951,0.1168,0.4072,0.4494,0.1886,0.2784,0.07353,3.5,0
|
||||
929684,R,14,17.53,25.28,114,966.6,0.09278,0.09175,0.1105,0.06741,0.1424,0.05563,0.4587,1.318,3.032,52.27,0.00454,0.01312,0.0172,0.007299,0.009783,0.001526,21.75,40.14,142.6,1483,0.1287,0.2472,0.2753,0.1372,0.2404,0.07156,10,9
|
||||
931652,R,1,18.11,30.99,115.8,984.4,0.08625,0.0924,0.06214,0.05598,0.1603,0.05468,0.4236,1.176,2.189,36.01,0.004733,0.01621,0.02044,0.01142,0.01411,0.002098,21.05,38.93,128,1214,0.1194,0.2088,0.2385,0.1333,0.2652,0.07006,2.7,4
|
||||
931678,N,24,24.29,25.48,161.8,1715,0.09374,0.2284,0.2702,0.1369,0.2307,0.06308,0.55,0.7052,3.853,76.08,0.00403,0.02513,0.04598,0.01184,0.02346,0.002403,27.53,30.44,184.8,2213,0.1247,0.3935,0.6118,0.2063,0.3983,0.07978,1.2,0
|
||||
935058,N,13,15.6,26.79,99.85,760,0.07885,0.0524,0.03778,0.02876,0.158,0.05395,0.3292,0.9247,2.252,33.37,0.004508,0.007347,0.01094,0.007723,0.01673,0.00131,18.16,33.64,117.2,1027,0.1097,0.09745,0.1263,0.08222,0.2805,0.06378,2,2
|
||||
935878,N,13,15.78,17.1,102.2,769,0.09668,0.0903,0.07268,0.04475,0.189,0.0569,0.2059,0.6052,1.153,20.04,0.00475,0.01527,0.01893,0.008301,0.01477,0.002027,17.37,22.52,111.7,921.4,0.1386,0.264,0.2901,0.1234,0.3261,0.07752,0.8,0
|
||||
937100,N,12,19.28,20.88,124.9,1127,0.09033,0.1197,0.06435,0.0887,0.1971,0.05417,1.347,1.874,9.142,167.9,0.002889,0.009586,0.02836,0.0366,0.02385,0.003856,20.03,22.43,130,1214,0.09273,0.1259,0.08201,0.1116,0.2147,0.05644,2.5,0
|
||||
937653,N,15,15.66,24.51,102,771.1,0.08886,0.08731,0.09483,0.04286,0.1995,0.05626,0.5016,1.824,4.013,52.6,0.005164,0.0231,0.03871,0.0129,0.01923,0.001897,18.47,35.09,124,1066,0.1182,0.2486,0.3508,0.1273,0.2964,0.06591,2,4
|
||||
937654,N,11,22.44,27.42,150.6,1504,0.1211,0.2082,0.3579,0.1842,0.2524,0.05848,1.083,3.503,7.164,123.9,0.008771,0.03241,0.07453,0.02372,0.03172,0.003287,23.99,32.51,161.2,1689,0.133,0.258,0.4741,0.2135,0.2809,0.06318,1,0
|
||||
937664,N,17,17.98,23.96,120,995,0.1157,0.1739,0.1954,0.1219,0.1981,0.06306,0.7937,2.595,5.639,90.08,0.007286,0.03164,0.04003,0.0205,0.02609,0.005366,20.05,32.23,135.2,1225,0.134,0.2606,0.3124,0.1753,0.2746,0.0783,2.5,0
|
||||
937897,N,17,13.63,24.7,89.65,569.2,0.1055,0.1312,0.1161,0.06403,0.1791,0.07058,0.3223,1.148,2.797,25.79,0.007254,0.03085,0.03225,0.01585,0.01783,0.004359,15.33,31.96,107.7,712.2,0.1554,0.3515,0.3409,0.1689,0.2739,0.09945,2,0
|
||||
938225,N,9,23.01,33.87,156.8,1705,0.1157,0.1948,0.2979,0.1522,0.1799,0.0634,1.819,2.708,13.28,253.8,0.008461,0.03397,0.05986,0.02232,0.03215,0.003898,28.39,41.66,197.8,2481,0.1432,0.2895,0.4937,0.211,0.2774,0.07542,4,0
|
||||
938412,N,10,22.41,29.95,145.5,1528,0.1119,0.1699,0.3076,0.1594,0.2099,0.06803,1.463,1.717,9.939,233.7,0.003676,0.04185,0.06688,0.01772,0.01538,0.005663,29.27,38.4,194.5,2690,0.1251,0.3832,0.5842,0.2422,0.2729,0.09391,1,1
|
||||
938413,N,15,12.53,30.98,80.41,490.9,0.09252,0.06271,0.06151,0.03938,0.1993,0.06554,0.3708,1.47,2.546,30.45,0.009003,0.01059,0.02372,0.01286,0.01837,0.003858,14.95,41.05,96.75,694.6,0.156,0.1358,0.2436,0.1259,0.3292,0.09406,3,7
|
||||
939095,N,6,19.8,20.46,130.2,1235,0.09652,0.1077,0.1599,0.08705,0.162,0.05731,0.8215,1.26,6.436,116.7,0.009331,0.02827,0.06039,0.02226,0.01728,0.002806,22.61,25.78,155.1,1623,0.1373,0.2368,0.3931,0.184,0.2382,0.06831,2.1,2
|
||||
939426,N,8,19.96,27.41,130.8,1238,0.09075,0.1167,0.1355,0.08397,0.16,0.05461,0.5299,1.562,3.39,66.13,0.005734,0.02089,0.04279,0.01392,0.01051,0.0037,22.75,36.88,150.3,1603,0.1293,0.2513,0.4106,0.1638,0.2245,0.07842,4,0
|
||||
9411286,N,3,19.22,27.18,128.8,1134,0.109,0.1777,0.2138,0.1116,0.1924,0.06389,0.497,2.403,4.493,61.18,0.006133,0.04109,0.05917,0.01756,0.0218,0.004305,22.57,44.6,161,1565,0.1501,0.513,0.6841,0.2099,0.3484,0.09774,0.8,1
|
||||
9411300,N,3,14.72,25.26,99.28,657.5,0.1174,0.2112,0.1729,0.09465,0.2079,0.07496,0.3405,1.158,2.188,26.12,0.004957,0.04553,0.05166,0.01597,0.02539,0.005548,16.67,31.97,111.6,814.8,0.1464,0.5352,0.5655,0.1974,0.3778,0.1132,1.7,21
|
||||
942640,N,10,22.52,21.92,146.9,1597,0.07592,0.09162,0.06862,0.06367,0.1728,0.05262,1.374,2.312,9.938,192.4,0.004422,0.02679,0.02433,0.02036,0.02486,0.003922,24.67,24.81,162.1,1902,0.08191,0.1319,0.1056,0.09378,0.2061,0.05788,6,2
|
||||
943471,N,8,15.44,31.18,101,740.4,0.09399,0.1062,0.1375,0.065,0.1735,0.06105,0.3235,1.839,1.971,32.61,0.006178,0.02088,0.02834,0.01079,0.02122,0.003168,17.34,41.48,112.6,929,0.1272,0.2362,0.2975,0.1286,0.2914,0.08024,1.5,0
|
||||
94547,N,12,17.17,29.19,110,915.3,0.08952,0.06655,0.06583,0.05068,0.1793,0.05392,0.6101,1.425,3.827,63.02,0.00689,0.01556,0.03155,0.009714,0.02734,0.001377,20.76,36.66,132.5,1295,0.1261,0.1572,0.2141,0.0952,0.3362,0.06033,3.7,0
|
||||
947204,R,3,21.42,22.84,145,1440,0.107,0.1939,0.238,0.1318,0.1884,0.06472,1.085,0.8469,8.308,142.5,0.006831,0.03541,0.04948,0.0177,0.01481,0.003979,28.34,27.98,198.3,2375,0.1498,0.4379,0.5411,0.2215,0.2832,0.08981,3,?
|
||||
947489,N,6,16.7,28.13,110.3,885.4,0.08896,0.1131,0.1012,0.04989,0.189,0.06035,0.6052,1.235,4.243,63.91,0.007767,0.02631,0.03957,0.01411,0.01957,0.003606,19.74,34.92,128.8,1213,0.133,0.2808,0.3455,0.1317,0.3035,0.08036,3.5,0
|
||||
153
data/tanveer/breast-cancer-wisc-prog/wpbc.names
Executable file
153
data/tanveer/breast-cancer-wisc-prog/wpbc.names
Executable file
@@ -0,0 +1,153 @@
|
||||
1. Title: Wisconsin Prognostic Breast Cancer (WPBC)
|
||||
|
||||
2. Source Information
|
||||
|
||||
a) Creators:
|
||||
|
||||
Dr. William H. Wolberg, General Surgery Dept., University of
|
||||
Wisconsin, Clinical Sciences Center, Madison, WI 53792
|
||||
wolberg@eagle.surgery.wisc.edu
|
||||
|
||||
W. Nick Street, Computer Sciences Dept., University of
|
||||
Wisconsin, 1210 West Dayton St., Madison, WI 53706
|
||||
street@cs.wisc.edu 608-262-6619
|
||||
|
||||
Olvi L. Mangasarian, Computer Sciences Dept., University of
|
||||
Wisconsin, 1210 West Dayton St., Madison, WI 53706
|
||||
olvi@cs.wisc.edu
|
||||
|
||||
b) Donor: Nick Street
|
||||
|
||||
c) Date: December 1995
|
||||
|
||||
3. Past Usage:
|
||||
|
||||
Various versions of this data have been used in the following
|
||||
publications:
|
||||
|
||||
(i) W. N. Street, O. L. Mangasarian, and W.H. Wolberg.
|
||||
An inductive learning approach to prognostic prediction.
|
||||
In A. Prieditis and S. Russell, editors, Proceedings of the
|
||||
Twelfth International Conference on Machine Learning, pages
|
||||
522--530, San Francisco, 1995. Morgan Kaufmann.
|
||||
|
||||
(ii) O.L. Mangasarian, W.N. Street and W.H. Wolberg.
|
||||
Breast cancer diagnosis and prognosis via linear programming.
|
||||
Operations Research, 43(4), pages 570-577, July-August 1995.
|
||||
|
||||
(iii) W.H. Wolberg, W.N. Street, D.M. Heisey, and O.L. Mangasarian.
|
||||
Computerized breast cancer diagnosis and prognosis from fine
|
||||
needle aspirates. Archives of Surgery 1995;130:511-516.
|
||||
|
||||
(iv) W.H. Wolberg, W.N. Street, and O.L. Mangasarian.
|
||||
Image analysis and machine learning applied to breast cancer
|
||||
diagnosis and prognosis. Analytical and Quantitative Cytology
|
||||
and Histology, Vol. 17 No. 2, pages 77-87, April 1995.
|
||||
|
||||
(v) W.H. Wolberg, W.N. Street, D.M. Heisey, and O.L. Mangasarian.
|
||||
Computer-derived nuclear ``grade'' and breast cancer prognosis.
|
||||
Analytical and Quantitative Cytology and Histology, Vol. 17,
|
||||
pages 257-264, 1995.
|
||||
|
||||
See also:
|
||||
http://www.cs.wisc.edu/~olvi/uwmp/mpml.html
|
||||
http://www.cs.wisc.edu/~olvi/uwmp/cancer.html
|
||||
|
||||
Results:
|
||||
|
||||
Two possible learning problems:
|
||||
|
||||
1) Predicting field 2, outcome: R = recurrent, N = nonrecurrent
|
||||
- Dataset should first be filtered to reflect a particular
|
||||
endpoint; e.g., recurrences before 24 months = positive,
|
||||
nonrecurrence beyond 24 months = negative.
|
||||
- 86.3% accuracy estimated accuracy on 2-year recurrence using
|
||||
previous version of this data. Learning method: MSM-T (see
|
||||
below) in the 4-dimensional space of Mean Texture, Worst Area,
|
||||
Worst Concavity, Worst Fractal Dimension.
|
||||
|
||||
2) Predicting Time To Recur (field 3 in recurrent records)
|
||||
- Estimated mean error 13.9 months using Recurrence Surface
|
||||
Approximation. (See references (i) and (ii) above)
|
||||
|
||||
4. Relevant information
|
||||
|
||||
Each record represents follow-up data for one breast cancer
|
||||
case. These are consecutive patients seen by Dr. Wolberg
|
||||
since 1984, and include only those cases exhibiting invasive
|
||||
breast cancer and no evidence of distant metastases at the
|
||||
time of diagnosis.
|
||||
|
||||
The first 30 features are computed from a digitized image of a
|
||||
fine needle aspirate (FNA) of a breast mass. They describe
|
||||
characteristics of the cell nuclei present in the image.
|
||||
A few of the images can be found at
|
||||
http://www.cs.wisc.edu/~street/images/
|
||||
|
||||
The separation described above was obtained using
|
||||
Multisurface Method-Tree (MSM-T) [K. P. Bennett, "Decision Tree
|
||||
Construction Via Linear Programming." Proceedings of the 4th
|
||||
Midwest Artificial Intelligence and Cognitive Science Society,
|
||||
pp. 97-101, 1992], a classification method which uses linear
|
||||
programming to construct a decision tree. Relevant features
|
||||
were selected using an exhaustive search in the space of 1-4
|
||||
features and 1-3 separating planes.
|
||||
|
||||
The actual linear program used to obtain the separating plane
|
||||
in the 3-dimensional space is that described in:
|
||||
[K. P. Bennett and O. L. Mangasarian: "Robust Linear
|
||||
Programming Discrimination of Two Linearly Inseparable Sets",
|
||||
Optimization Methods and Software 1, 1992, 23-34].
|
||||
|
||||
The Recurrence Surface Approximation (RSA) method is a linear
|
||||
programming model which predicts Time To Recur using both
|
||||
recurrent and nonrecurrent cases. See references (i) and (ii)
|
||||
above for details of the RSA method.
|
||||
|
||||
This database is also available through the UW CS ftp server:
|
||||
|
||||
ftp ftp.cs.wisc.edu
|
||||
cd math-prog/cpo-dataset/machine-learn/WPBC/
|
||||
|
||||
5. Number of instances: 198
|
||||
|
||||
6. Number of attributes: 34 (ID, outcome, 32 real-valued input features)
|
||||
|
||||
7. Attribute information
|
||||
|
||||
1) ID number
|
||||
2) Outcome (R = recur, N = nonrecur)
|
||||
3) Time (recurrence time if field 2 = R, disease-free time if
|
||||
field 2 = N)
|
||||
4-33) Ten real-valued features are computed for each cell nucleus:
|
||||
|
||||
a) radius (mean of distances from center to points on the perimeter)
|
||||
b) texture (standard deviation of gray-scale values)
|
||||
c) perimeter
|
||||
d) area
|
||||
e) smoothness (local variation in radius lengths)
|
||||
f) compactness (perimeter^2 / area - 1.0)
|
||||
g) concavity (severity of concave portions of the contour)
|
||||
h) concave points (number of concave portions of the contour)
|
||||
i) symmetry
|
||||
j) fractal dimension ("coastline approximation" - 1)
|
||||
|
||||
Several of the papers listed above contain detailed descriptions of
|
||||
how these features are computed.
|
||||
|
||||
The mean, standard error, and "worst" or largest (mean of the three
|
||||
largest values) of these features were computed for each image,
|
||||
resulting in 30 features. For instance, field 4 is Mean Radius, field
|
||||
14 is Radius SE, field 24 is Worst Radius.
|
||||
|
||||
Values for features 4-33 are recoded with four significant digits.
|
||||
|
||||
34) Tumor size - diameter of the excised tumor in centimeters
|
||||
35) Lymph node status - number of positive axillary lymph nodes
|
||||
observed at time of surgery
|
||||
|
||||
8. Missing attribute values:
|
||||
Lymph node status is missing in 4 cases.
|
||||
|
||||
9. Class distribution: 151 nonrecur, 47 recur
|
||||
|
||||
Reference in New Issue
Block a user