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genetic.txt
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Calling LoadDataSet
LoadDataSet function took 37623.456 ms
Selecting features with genetic algorithm.
gen nevals avg std min max
0 50 [ 7.50052288e-01 5.02015120e+05] [ 1.57975844e-02 5.42281611e+02] [ 7.28104575e-01 5.00984000e+05] [ 7.84313725e-01 5.03086000e+05]
1 29 [ 7.60418301e-01 5.01857360e+05] [ 1.43118810e-02 5.99139408e+02] [ 7.28104575e-01 5.00984000e+05] [ 7.84313725e-01 5.03086000e+05]
2 32 [ 7.71346405e-01 5.02029520e+05] [ 1.10497034e-02 4.72974978e+02] [ 7.39215686e-01 5.01099000e+05] [ 7.95424837e-01 5.03226000e+05]
3 33 [ 7.77777778e-01 5.01981100e+05] [ 8.96449964e-03 4.45818494e+02] [ 7.61437908e-01 5.01099000e+05] [ 7.95424837e-01 5.03226000e+05]
4 27 [ 7.81555556e-01 5.01957800e+05] [ 9.67169216e-03 3.88863009e+02] [ 7.50980392e-01 5.01099000e+05] [ 7.95424837e-01 5.02742000e+05]
5 37 [ 7.86496732e-01 5.02024480e+05] [ 7.74845905e-03 4.14896914e+02] [ 7.62091503e-01 5.00958000e+05] [ 7.95424837e-01 5.02742000e+05]
6 26 [ 7.90901961e-01 5.02142280e+05] [ 6.37158029e-03 3.86635748e+02] [ 7.73202614e-01 5.00958000e+05] [ 7.95424837e-01 5.02878000e+05]
7 28 [ 7.90483660e-01 5.02048640e+05] [ 7.81165796e-03 3.43735698e+02] [ 7.62091503e-01 5.00958000e+05] [ 7.95424837e-01 5.02880000e+05]
8 27 [ 7.91816993e-01 5.02021800e+05] [ 7.98160986e-03 2.37100232e+02] [ 7.61437908e-01 5.01323000e+05] [ 7.95424837e-01 5.02693000e+05]
9 36 [ 7.91816993e-01 5.01854740e+05] [ 7.94513202e-03 2.56994849e+02] [ 7.50326797e-01 5.01172000e+05] [ 7.95424837e-01 5.02298000e+05]
10 31 [ 7.94052288e-01 5.01662320e+05] [ 3.71860389e-03 2.98563658e+02] [ 7.83660131e-01 5.01013000e+05] [ 7.95424837e-01 5.02335000e+05]
11 32 [ 7.92915033e-01 5.01419140e+05] [ 5.72835455e-03 2.82589102e+02] [ 7.72549020e-01 5.00766000e+05] [ 7.95424837e-01 5.02058000e+05]
12 25 [ 7.92967320e-01 5.01185440e+05] [ 7.18545338e-03 2.62160803e+02] [ 7.61437908e-01 5.00598000e+05] [ 7.95424837e-01 5.01977000e+05]
13 33 [ 7.93150327e-01 5.01021960e+05] [ 5.09341168e-03 2.34037173e+02] [ 7.72549020e-01 5.00402000e+05] [ 7.95424837e-01 5.01479000e+05]
14 30 [ 7.92522876e-01 5.00889500e+05] [ 7.36118347e-03 1.95762637e+02] [ 7.61437908e-01 5.00440000e+05] [ 7.95424837e-01 5.01318000e+05]
15 25 [ 7.93594771e-01 5.00813620e+05] [ 4.74745616e-03 2.14701830e+02] [ 7.73202614e-01 5.00440000e+05] [ 7.95424837e-01 5.01434000e+05]
16 29 [ 7.92091503e-01 5.00669220e+05] [ 7.45355992e-03 2.17079459e+02] [ 7.62091503e-01 5.00242000e+05] [ 7.95424837e-01 5.01380000e+05]
17 24 [ 7.92692810e-01 5.00557240e+05] [ 6.63286317e-03 1.85507904e+02] [ 7.61437908e-01 5.00242000e+05] [ 7.95424837e-01 5.01065000e+05]
18 34 [ 7.91346405e-01 5.00474080e+05] [ 7.75281323e-03 2.34669541e+02] [ 7.61437908e-01 4.99885000e+05] [ 7.95424837e-01 5.01021000e+05]
19 38 [ 7.92457516e-01 5.00325900e+05] [ 6.76110226e-03 2.06430061e+02] [ 7.61437908e-01 4.99866000e+05] [ 7.95424837e-01 5.00981000e+05]
20 36 [ 7.90888889e-01 5.00256820e+05] [ 7.51424807e-03 2.37786685e+02] [ 7.61437908e-01 4.99683000e+05] [ 7.95424837e-01 5.00719000e+05]
21 31 [ 7.91137255e-01 5.00127800e+05] [ 8.35595801e-03 2.76723111e+02] [ 7.50980392e-01 4.99510000e+05] [ 7.95424837e-01 5.00723000e+05]
22 36 [ 7.92679739e-01 5.00000160e+05] [ 6.60615883e-03 3.15334702e+02] [ 7.62091503e-01 4.99436000e+05] [ 7.95424837e-01 5.00899000e+05]
23 29 [ 7.93607843e-01 4.99847180e+05] [ 4.75157555e-03 2.56138688e+02] [ 7.72549020e-01 4.99436000e+05] [ 7.95424837e-01 5.00393000e+05]
24 26 [ 7.93869281e-01 4.99726980e+05] [ 3.85541146e-03 2.70337603e+02] [ 7.84313725e-01 4.99375000e+05] [ 7.95424837e-01 5.00514000e+05]
25 29 [ 7.92039216e-01 4.99566320e+05] [ 7.56781465e-03 2.11981173e+02] [ 7.50326797e-01 4.98882000e+05] [ 7.95424837e-01 5.00047000e+05]
26 36 [ 7.92718954e-01 4.99516980e+05] [ 6.23628060e-03 1.84729585e+02] [ 7.72549020e-01 4.99176000e+05] [ 7.95424837e-01 4.99965000e+05]
27 27 [ 7.93830065e-01 4.99412040e+05] [ 3.95445902e-03 2.40960657e+02] [ 7.83660131e-01 4.98920000e+05] [ 7.95424837e-01 5.00230000e+05]
28 30 [ 7.92745098e-01 4.99334400e+05] [ 6.54150091e-03 2.43116268e+02] [ 7.62091503e-01 4.98920000e+05] [ 7.95424837e-01 5.00344000e+05]
29 30 [ 7.93398693e-01 4.99201060e+05] [ 5.79049557e-03 2.11448851e+02] [ 7.62091503e-01 4.98802000e+05] [ 7.95424837e-01 4.99902000e+05]
30 37 [ 7.93163399e-01 4.99150840e+05] [ 5.06982304e-03 2.38947137e+02] [ 7.72549020e-01 4.98620000e+05] [ 7.95424837e-01 4.99848000e+05]
31 36 [ 7.94065359e-01 4.98978380e+05] [ 4.90124614e-03 1.94875333e+02] [ 7.72549020e-01 4.98516000e+05] [ 7.95424837e-01 4.99554000e+05]
32 32 [ 7.92954248e-01 4.98899120e+05] [ 7.55606439e-03 2.05415544e+02] [ 7.61437908e-01 4.98387000e+05] [ 7.95424837e-01 4.99452000e+05]
33 29 [ 7.93856209e-01 4.98854260e+05] [ 3.88875158e-03 2.98945936e+02] [ 7.83660131e-01 4.98204000e+05] [ 7.95424837e-01 4.99675000e+05]
34 32 [ 7.94758170e-01 4.98638040e+05] [ 2.63874269e-03 2.83801407e+02] [ 7.84313725e-01 4.98160000e+05] [ 7.95424837e-01 4.99623000e+05]
35 27 [ 7.93424837e-01 4.98496040e+05] [ 4.81253507e-03 3.09989933e+02] [ 7.73202614e-01 4.97795000e+05] [ 7.95424837e-01 4.99259000e+05]
36 35 [ 7.92745098e-01 4.98248700e+05] [ 6.92964590e-03 2.15799930e+02] [ 7.61437908e-01 4.97655000e+05] [ 7.95424837e-01 4.98890000e+05]
37 34 [ 7.93647059e-01 4.98176720e+05] [ 5.60423121e-03 2.60946358e+02] [ 7.62091503e-01 4.97655000e+05] [ 7.95424837e-01 4.98916000e+05]
38 34 [ 7.93620915e-01 4.97993880e+05] [ 5.22149823e-03 2.58173402e+02] [ 7.72549020e-01 4.97591000e+05] [ 7.95424837e-01 4.98943000e+05]
39 31 [ 7.94980392e-01 4.97848880e+05] [ 2.17732422e-03 2.00583513e+02] [ 7.84313725e-01 4.97414000e+05] [ 7.95424837e-01 4.98462000e+05]
40 30 [ 7.93869281e-01 4.97823100e+05] [ 4.97400651e-03 2.38137124e+02] [ 7.73202614e-01 4.97355000e+05] [ 7.95424837e-01 4.98448000e+05]