% Python_3.7.3.
% Sklearn_0.21.2.
% NumPy_1.16.4.
% SciPy_1.3.0.
% Sun Apr  5 17:11:16 2020
% Created by run_task()
@RELATION openml_task_15_predictions

@ATTRIBUTE repeat NUMERIC
@ATTRIBUTE fold NUMERIC
@ATTRIBUTE sample NUMERIC
@ATTRIBUTE row_id NUMERIC
@ATTRIBUTE confidence.benign NUMERIC
@ATTRIBUTE confidence.malignant NUMERIC
@ATTRIBUTE prediction {benign, malignant}
@ATTRIBUTE correct {benign, malignant}

@DATA
0,0,0,665,1.0,0.0,benign,benign
0,0,0,447,1.0,0.0,benign,benign
0,0,0,593,1.0,0.0,benign,benign
0,0,0,8,0.9851388888888889,0.014861111111111113,benign,benign
0,0,0,148,0.7604427609427606,0.2395572390572391,benign,benign
0,0,0,180,1.0,0.0,benign,benign
0,0,0,415,0.6164561642061642,0.3835438357938358,benign,benign
0,0,0,500,0.98619708994709,0.013802910052910053,benign,benign
0,0,0,131,1.0,0.0,benign,benign
0,0,0,156,1.0,0.0,benign,benign
0,0,0,545,1.0,0.0,benign,benign
0,0,0,595,1.0,0.0,benign,benign
0,0,0,259,0.1576256613756615,0.8423743386243385,malignant,benign
0,0,0,433,1.0,0.0,benign,benign
0,0,0,426,0.8630648148148149,0.13693518518518522,benign,benign
0,0,0,322,1.0,0.0,benign,benign
0,0,0,616,1.0,0.0,benign,benign
0,0,0,219,0.9840317460317457,0.015968253968253972,benign,benign
0,0,0,618,1.0,0.0,benign,benign
0,0,0,287,1.0,0.0,benign,benign
0,0,0,528,0.9805423280423281,0.01945767195767196,benign,benign
0,0,0,649,1.0,0.0,benign,benign
0,0,0,538,1.0,0.0,benign,benign
0,0,0,343,1.0,0.0,benign,benign
0,0,0,48,0.9971957671957674,0.0028042328042328047,benign,benign
0,0,0,695,1.0,0.0,benign,benign
0,0,0,441,0.7267309172309173,0.2732690827690828,benign,benign
0,0,0,393,1.0,0.0,benign,benign
0,0,0,275,1.0,0.0,benign,benign
0,0,0,464,1.0,0.0,benign,benign
0,0,0,290,1.0,0.0,benign,benign
0,0,0,687,0.9904034391534392,0.009596560846560846,benign,benign
0,0,0,542,0.9835396825396826,0.016460317460317463,benign,benign
0,0,0,376,1.0,0.0,benign,benign
0,0,0,462,0.9907208994708994,0.00927910052910053,benign,benign
0,0,0,97,1.0,0.0,benign,benign
0,0,0,94,1.0,0.0,benign,benign
0,0,0,77,0.9774682539682541,0.022531746031746035,benign,benign
0,0,0,27,1.0,0.0,benign,benign
0,0,0,256,1.0,0.0,benign,benign
0,0,0,277,1.0,0.0,benign,benign
0,0,0,138,1.0,0.0,benign,benign
0,0,0,562,1.0,0.0,benign,benign
0,0,0,242,1.0,0.0,benign,benign
0,0,0,64,1.0,0.0,benign,benign
0,0,0,624,0.9958888888888888,0.004111111111111111,benign,benign
0,0,0,334,0.010444444444444444,0.9895555555555556,malignant,malignant
0,0,0,414,0.0,1.0,malignant,malignant
0,0,0,54,0.011546536796536796,0.9884534632034634,malignant,malignant
0,0,0,339,0.03678439153439154,0.9632156084656085,malignant,malignant
0,0,0,357,0.0,1.0,malignant,malignant
0,0,0,123,0.05517704517704517,0.944822954822955,malignant,malignant
0,0,0,292,0.14491931216931217,0.8550806878306881,malignant,malignant
0,0,0,50,0.20084415584415583,0.7991558441558441,malignant,malignant
0,0,0,160,0.0013333333333333335,0.9986666666666667,malignant,malignant
0,0,0,215,0.005,0.995,malignant,malignant
0,0,0,213,0.0,1.0,malignant,malignant
0,0,0,293,0.11776070226070225,0.882239297739298,malignant,malignant
0,0,0,41,0.16577106227106228,0.8342289377289377,malignant,malignant
0,0,0,488,0.24868812668812676,0.7513118733118734,malignant,malignant
0,0,0,668,0.328386002886003,0.6716139971139974,malignant,malignant
0,0,0,530,0.09866402116402113,0.9013359788359785,malignant,malignant
0,0,0,46,0.08192328042328043,0.9180767195767197,malignant,malignant
0,0,0,223,0.008805555555555556,0.9911944444444445,malignant,malignant
0,0,0,227,0.03467328042328042,0.9653267195767196,malignant,malignant
0,0,0,680,0.0,1.0,malignant,malignant
0,0,0,63,0.6910144485144485,0.3089855514855515,benign,malignant
0,0,0,128,0.13292592592592592,0.867074074074074,malignant,malignant
0,0,0,493,0.002,0.9979999999999999,malignant,malignant
0,0,0,285,0.0,1.0,malignant,malignant
0,1,0,561,1.0,0.0,benign,benign
0,1,0,521,0.9995238095238095,0.0004761904761904762,benign,benign
0,1,0,419,0.9502195767195768,0.04978042328042328,benign,benign
0,1,0,485,0.974999518999519,0.025000481000481002,benign,benign
0,1,0,647,0.9997777777777778,0.0002222222222222222,benign,benign
0,1,0,82,0.9991666666666666,0.0008333333333333334,benign,benign
0,1,0,527,1.0,0.0,benign,benign
0,1,0,324,1.0,0.0,benign,benign
0,1,0,157,1.0,0.0,benign,benign
0,1,0,389,0.9837380952380951,0.016261904761904762,benign,benign
0,1,0,176,1.0,0.0,benign,benign
0,1,0,434,0.06076455026455026,0.9392354497354495,malignant,benign
0,1,0,556,0.9954518999519,0.0045481000481000485,benign,benign
0,1,0,495,1.0,0.0,benign,benign
0,1,0,172,1.0,0.0,benign,benign
0,1,0,181,1.0,0.0,benign,benign
0,1,0,313,1.0,0.0,benign,benign
0,1,0,2,1.0,0.0,benign,benign
0,1,0,185,1.0,0.0,benign,benign
0,1,0,198,1.0,0.0,benign,benign
0,1,0,503,1.0,0.0,benign,benign
0,1,0,88,1.0,0.0,benign,benign
0,1,0,61,0.9988888888888887,0.0011111111111111111,benign,benign
0,1,0,430,0.9988571428571428,0.001142857142857143,benign,benign
0,1,0,66,1.0,0.0,benign,benign
0,1,0,651,0.9973571428571428,0.0026428571428571425,benign,benign
0,1,0,154,1.0,0.0,benign,benign
0,1,0,153,0.9423214285714288,0.057678571428571426,benign,benign
0,1,0,532,1.0,0.0,benign,benign
0,1,0,639,1.0,0.0,benign,benign
0,1,0,573,1.0,0.0,benign,benign
0,1,0,420,0.9400449735449736,0.05995502645502645,benign,benign
0,1,0,9,1.0,0.0,benign,benign
0,1,0,321,1.0,0.0,benign,benign
0,1,0,258,1.0,0.0,benign,benign
0,1,0,4,0.9946349206349204,0.005365079365079365,benign,benign
0,1,0,19,0.9964880952380952,0.003511904761904762,benign,benign
0,1,0,217,1.0,0.0,benign,benign
0,1,0,362,0.9360515873015871,0.06394841269841268,benign,benign
0,1,0,475,1.0,0.0,benign,benign
0,1,0,476,1.0,0.0,benign,benign
0,1,0,686,1.0,0.0,benign,benign
0,1,0,307,1.0,0.0,benign,benign
0,1,0,659,1.0,0.0,benign,benign
0,1,0,40,0.07240211640211641,0.9275978835978835,malignant,benign
0,1,0,409,1.0,0.0,benign,benign
0,1,0,305,0.017239417989417992,0.982760582010582,malignant,malignant
0,1,0,267,0.08706012506012507,0.9129398749398749,malignant,malignant
0,1,0,565,0.0,1.0,malignant,malignant
0,1,0,340,0.08527513227513227,0.9147248677248679,malignant,malignant
0,1,0,268,0.012794973544973545,0.9872050264550267,malignant,malignant
0,1,0,633,0.058536315536315525,0.9414636844636848,malignant,malignant
0,1,0,175,0.0,1.0,malignant,malignant
0,1,0,260,0.0,1.0,malignant,malignant
0,1,0,218,0.009105820105820105,0.9908941798941797,malignant,malignant
0,1,0,312,0.20863949013949015,0.7913605098605095,malignant,malignant
0,1,0,328,0.1171993746993747,0.8828006253006252,malignant,malignant
0,1,0,224,0.00125,0.99875,malignant,malignant
0,1,0,112,0.09583465608465609,0.904165343915344,malignant,malignant
0,1,0,302,0.0,1.0,malignant,malignant
0,1,0,55,0.06309415584415583,0.9369058441558441,malignant,malignant
0,1,0,151,0.06403439153439155,0.9359656084656083,malignant,malignant
0,1,0,166,0.07550000000000001,0.9245000000000002,malignant,malignant
0,1,0,20,0.1208600288600288,0.879139971139971,malignant,malignant
0,1,0,205,0.0,1.0,malignant,malignant
0,1,0,103,0.475517797017797,0.5244822029822032,malignant,malignant
0,1,0,289,0.016428571428571428,0.9835714285714287,malignant,malignant
0,1,0,582,0.0044444444444444444,0.9955555555555556,malignant,malignant
0,1,0,457,0.006944444444444445,0.9930555555555556,malignant,malignant
0,1,0,594,0.006777777777777779,0.9932222222222221,malignant,malignant
0,2,0,269,1.0,0.0,benign,benign
0,2,0,168,1.0,0.0,benign,benign
0,2,0,559,1.0,0.0,benign,benign
0,2,0,195,1.0,0.0,benign,benign
0,2,0,79,1.0,0.0,benign,benign
0,2,0,517,1.0,0.0,benign,benign
0,2,0,615,1.0,0.0,benign,benign
0,2,0,338,1.0,0.0,benign,benign
0,2,0,511,1.0,0.0,benign,benign
0,2,0,404,0.9988888888888887,0.0011111111111111111,benign,benign
0,2,0,403,0.9900515873015875,0.0099484126984127,benign,benign
0,2,0,547,1.0,0.0,benign,benign
0,2,0,540,0.9951547619047622,0.004845238095238095,benign,benign
0,2,0,516,1.0,0.0,benign,benign
0,2,0,623,1.0,0.0,benign,benign
0,2,0,451,1.0,0.0,benign,benign
0,2,0,606,1.0,0.0,benign,benign
0,2,0,439,1.0,0.0,benign,benign
0,2,0,350,1.0,0.0,benign,benign
0,2,0,257,1.0,0.0,benign,benign
0,2,0,578,1.0,0.0,benign,benign
0,2,0,614,1.0,0.0,benign,benign
0,2,0,642,1.0,0.0,benign,benign
0,2,0,567,0.9112473544973545,0.08875264550264551,benign,benign
0,2,0,468,1.0,0.0,benign,benign
0,2,0,178,1.0,0.0,benign,benign
0,2,0,394,0.9991666666666666,0.0008333333333333334,benign,benign
0,2,0,92,1.0,0.0,benign,benign
0,2,0,137,1.0,0.0,benign,benign
0,2,0,240,0.8805802068302069,0.11941979316979313,benign,benign
0,2,0,424,1.0,0.0,benign,benign
0,2,0,526,1.0,0.0,benign,benign
0,2,0,463,1.0,0.0,benign,benign
0,2,0,688,1.0,0.0,benign,benign
0,2,0,461,0.9311334776334779,0.06886652236652235,benign,benign
0,2,0,139,1.0,0.0,benign,benign
0,2,0,678,1.0,0.0,benign,benign
0,2,0,622,0.8118468013468012,0.18815319865319866,benign,benign
0,2,0,171,1.0,0.0,benign,benign
0,2,0,629,1.0,0.0,benign,benign
0,2,0,93,1.0,0.0,benign,benign
0,2,0,380,1.0,0.0,benign,benign
0,2,0,208,1.0,0.0,benign,benign
0,2,0,564,1.0,0.0,benign,benign
0,2,0,281,1.0,0.0,benign,benign
0,2,0,525,1.0,0.0,benign,benign
0,2,0,100,0.06145514670514669,0.9385448532948535,malignant,malignant
0,2,0,344,0.004661375661375661,0.9953386243386243,malignant,malignant
0,2,0,608,0.0069801587301587305,0.9930198412698413,malignant,malignant
0,2,0,288,0.3802645502645505,0.6197354497354497,malignant,malignant
0,2,0,42,0.01801851851851852,0.9819814814814815,malignant,malignant
0,2,0,658,0.0027777777777777775,0.9972222222222221,malignant,malignant
0,2,0,111,0.04777501202501202,0.9522249879749881,malignant,malignant
0,2,0,348,0.6167768620268623,0.38322313797313806,benign,malignant
0,2,0,237,0.034428571428571426,0.9655714285714284,malignant,malignant
0,2,0,358,0.017525252525252527,0.9824747474747473,malignant,malignant
0,2,0,391,0.0,1.0,malignant,malignant
0,2,0,435,0.017493506493506495,0.9825064935064937,malignant,malignant
0,2,0,191,0.00892063492063492,0.9910793650793651,malignant,malignant
0,2,0,336,0.13328727753727754,0.8667127224627228,malignant,malignant
0,2,0,51,0.345327801827802,0.6546721981721979,malignant,malignant
0,2,0,14,0.0017777777777777776,0.9982222222222223,malignant,malignant
0,2,0,174,0.002698412698412698,0.9973015873015871,malignant,malignant
0,2,0,421,0.004365079365079365,0.9956349206349205,malignant,malignant
0,2,0,262,0.0006666666666666668,0.9993333333333334,malignant,malignant
0,2,0,99,0.0004761904761904762,0.9995238095238096,malignant,malignant
0,2,0,270,0.029320226070226076,0.9706797739297739,malignant,malignant
0,2,0,132,0.09879437229437228,0.9012056277056284,malignant,malignant
0,2,0,251,0.01776190476190476,0.982238095238095,malignant,malignant
0,2,0,233,0.042592592592592605,0.9574074074074074,malignant,malignant
0,3,0,654,1.0,0.0,benign,benign
0,3,0,657,0.5445936748436747,0.4554063251563251,benign,benign
0,3,0,645,1.0,0.0,benign,benign
0,3,0,248,0.8761974506974508,0.1238025493025493,benign,benign
0,3,0,296,0.20539947089947092,0.794600529100529,malignant,benign
0,3,0,494,0.5978021885521887,0.40219781144781164,benign,benign
0,3,0,164,1.0,0.0,benign,benign
0,3,0,638,1.0,0.0,benign,benign
0,3,0,121,1.0,0.0,benign,benign
0,3,0,432,1.0,0.0,benign,benign
0,3,0,471,0.9936666666666667,0.006333333333333333,benign,benign
0,3,0,249,1.0,0.0,benign,benign
0,3,0,387,0.8604929547576606,0.13950704524233942,benign,benign
0,3,0,399,0.9968253968253968,0.0031746031746031746,benign,benign
0,3,0,351,1.0,0.0,benign,benign
0,3,0,469,1.0,0.0,benign,benign
0,3,0,481,0.9226507936507935,0.07734920634920632,benign,benign
0,3,0,327,1.0,0.0,benign,benign
0,3,0,235,0.9763015873015874,0.023698412698412698,benign,benign
0,3,0,634,1.0,0.0,benign,benign
0,3,0,550,1.0,0.0,benign,benign
0,3,0,601,1.0,0.0,benign,benign
0,3,0,473,1.0,0.0,benign,benign
0,3,0,398,1.0,0.0,benign,benign
0,3,0,89,1.0,0.0,benign,benign
0,3,0,311,1.0,0.0,benign,benign
0,3,0,385,0.9367552910052911,0.06324470899470899,benign,benign
0,3,0,536,1.0,0.0,benign,benign
0,3,0,335,1.0,0.0,benign,benign
0,3,0,318,0.9617156084656086,0.038284391534391525,benign,benign
0,3,0,144,1.0,0.0,benign,benign
0,3,0,539,0.9936666666666667,0.006333333333333333,benign,benign
0,3,0,537,1.0,0.0,benign,benign
0,3,0,628,1.0,0.0,benign,benign
0,3,0,325,0.9837407407407407,0.016259259259259258,benign,benign
0,3,0,91,1.0,0.0,benign,benign
0,3,0,161,1.0,0.0,benign,benign
0,3,0,291,1.0,0.0,benign,benign
0,3,0,664,0.9974920634920637,0.002507936507936508,benign,benign
0,3,0,150,1.0,0.0,benign,benign
0,3,0,443,1.0,0.0,benign,benign
0,3,0,116,0.4582483660130719,0.5417516339869282,malignant,benign
0,3,0,513,1.0,0.0,benign,benign
0,3,0,428,1.0,0.0,benign,benign
0,3,0,115,0.9488076460576461,0.05119235394235393,benign,benign
0,3,0,10,1.0,0.0,benign,benign
0,3,0,201,0.0,1.0,malignant,malignant
0,3,0,52,0.0354973544973545,0.964502645502646,malignant,malignant
0,3,0,386,0.028658730158730154,0.9713412698412699,malignant,malignant
0,3,0,436,0.2176746031746032,0.7823253968253969,malignant,malignant
0,3,0,177,0.15957611832611837,0.8404238816738817,malignant,malignant
0,3,0,155,0.17608862433862424,0.8239113756613755,malignant,malignant
0,3,0,317,0.042861111111111114,0.957138888888889,malignant,malignant
0,3,0,113,0.015666666666666666,0.9843333333333334,malignant,malignant
0,3,0,611,0.072489417989418,0.927510582010582,malignant,malignant
0,3,0,300,0.13884932659932664,0.8611506734006735,malignant,malignant
0,3,0,465,0.0011111111111111111,0.9988888888888887,malignant,malignant
0,3,0,183,0.0008333333333333334,0.9991666666666666,malignant,malignant
0,3,0,626,0.10189201539201538,0.8981079846079846,malignant,malignant
0,3,0,610,0.028738095238095233,0.9712619047619048,malignant,malignant
0,3,0,323,0.1133346560846561,0.8866653439153438,malignant,malignant
0,3,0,36,0.048167989417989415,0.9518320105820108,malignant,malignant
0,3,0,612,0.0,1.0,malignant,malignant
0,3,0,279,0.009456349206349206,0.9905436507936508,malignant,malignant
0,3,0,591,0.0019047619047619048,0.9980952380952381,malignant,malignant
0,3,0,261,0.0,1.0,malignant,malignant
0,3,0,254,0.0499431216931217,0.9500568783068782,malignant,malignant
0,3,0,159,0.0005555555555555556,0.9994444444444444,malignant,malignant
0,3,0,206,0.02845634920634921,0.9715436507936509,malignant,malignant
0,3,0,286,0.0021944444444444446,0.9978055555555555,malignant,malignant
0,4,0,641,1.0,0.0,benign,benign
0,4,0,585,1.0,0.0,benign,benign
0,4,0,635,0.9876216931216932,0.012378306878306877,benign,benign
0,4,0,298,0.855457671957672,0.14454232804232806,benign,benign
0,4,0,341,1.0,0.0,benign,benign
0,4,0,228,1.0,0.0,benign,benign
0,4,0,437,1.0,0.0,benign,benign
0,4,0,17,1.0,0.0,benign,benign
0,4,0,598,1.0,0.0,benign,benign
0,4,0,147,0.9981385281385282,0.0018614718614718613,benign,benign
0,4,0,423,0.9994444444444446,0.0005555555555555556,benign,benign
0,4,0,225,1.0,0.0,benign,benign
0,4,0,271,1.0,0.0,benign,benign
0,4,0,583,1.0,0.0,benign,benign
0,4,0,337,1.0,0.0,benign,benign
0,4,0,656,1.0,0.0,benign,benign
0,4,0,119,0.9983333333333333,0.0016666666666666668,benign,benign
0,4,0,579,1.0,0.0,benign,benign
0,4,0,459,0.9994444444444446,0.0005555555555555556,benign,benign
0,4,0,363,0.5542527657527657,0.4457472342472344,benign,benign
0,4,0,6,0.723493265993266,0.27650673400673403,benign,benign
0,4,0,76,0.9876216931216932,0.012378306878306877,benign,benign
0,4,0,26,1.0,0.0,benign,benign
0,4,0,72,0.8488452380952378,0.15115476190476193,benign,benign
0,4,0,694,0.9990909090909091,0.000909090909090909,benign,benign
0,4,0,544,0.9963888888888888,0.003611111111111111,benign,benign
0,4,0,346,0.9854920634920635,0.01450793650793651,benign,benign
0,4,0,396,1.0,0.0,benign,benign
0,4,0,690,1.0,0.0,benign,benign
0,4,0,182,0.9927658730158732,0.0072341269841269835,benign,benign
0,4,0,438,0.9888253968253967,0.011174603174603176,benign,benign
0,4,0,278,1.0,0.0,benign,benign
0,4,0,384,1.0,0.0,benign,benign
0,4,0,405,1.0,0.0,benign,benign
0,4,0,301,1.0,0.0,benign,benign
0,4,0,450,0.9859570707070708,0.014042929292929296,benign,benign
0,4,0,660,1.0,0.0,benign,benign
0,4,0,667,1.0,0.0,benign,benign
0,4,0,402,0.9646825396825396,0.035317460317460324,benign,benign
0,4,0,484,1.0,0.0,benign,benign
0,4,0,204,1.0,0.0,benign,benign
0,4,0,557,1.0,0.0,benign,benign
0,4,0,370,0.9862869167869167,0.013713083213083212,benign,benign
0,4,0,234,0.9357922077922081,0.06420779220779219,benign,benign
0,4,0,207,1.0,0.0,benign,benign
0,4,0,671,1.0,0.0,benign,benign
0,4,0,295,0.0008333333333333334,0.9991666666666666,malignant,malignant
0,4,0,57,0.5980476190476189,0.4019523809523809,benign,malignant
0,4,0,38,0.0801441798941799,0.9198558201058203,malignant,malignant
0,4,0,273,0.500156806156806,0.49984319384319403,benign,malignant
0,4,0,308,0.05677798127798127,0.9432220187220188,malignant,malignant
0,4,0,23,0.4550443722943722,0.5449556277056279,malignant,malignant
0,4,0,67,0.18288624338624335,0.8171137566137566,malignant,malignant
0,4,0,247,0.09566354016354015,0.9043364598364595,malignant,malignant
0,4,0,698,0.11157336182336186,0.8884266381766384,malignant,malignant
0,4,0,68,0.04047486772486772,0.9595251322751324,malignant,malignant
0,4,0,282,0.1116798941798942,0.8883201058201057,malignant,malignant
0,4,0,381,0.01965079365079365,0.9803492063492062,malignant,malignant
0,4,0,187,0.0,1.0,malignant,malignant
0,4,0,246,0.0,1.0,malignant,malignant
0,4,0,648,0.017411375661375662,0.9825886243386244,malignant,malignant
0,4,0,18,0.011531746031746032,0.9884682539682541,malignant,malignant
0,4,0,188,0.03897907647907648,0.9610209235209237,malignant,malignant
0,4,0,49,0.10193732193732193,0.898062678062678,malignant,malignant
0,4,0,669,0.02351984126984127,0.976480158730159,malignant,malignant
0,4,0,605,0.006603174603174603,0.9933968253968254,malignant,malignant
0,4,0,366,0.0021666666666666666,0.9978333333333335,malignant,malignant
0,4,0,32,0.00915079365079365,0.9908492063492063,malignant,malignant
0,4,0,98,0.035148148148148144,0.964851851851852,malignant,malignant
0,4,0,569,0.0016666666666666668,0.9983333333333333,malignant,malignant
0,5,0,535,0.9890574534161491,0.01094254658385093,benign,benign
0,5,0,575,1.0,0.0,benign,benign
0,5,0,512,1.0,0.0,benign,benign
0,5,0,442,0.9979166666666667,0.0020833333333333333,benign,benign
0,5,0,165,1.0,0.0,benign,benign
0,5,0,75,0.9730793650793652,0.02692063492063492,benign,benign
0,5,0,379,0.7270580808080808,0.27294191919191924,benign,benign
0,5,0,534,1.0,0.0,benign,benign
0,5,0,158,0.9963333333333333,0.003666666666666667,benign,benign
0,5,0,431,0.9564574314574313,0.04354256854256853,benign,benign
0,5,0,118,0.9721785714285716,0.027821428571428573,benign,benign
0,5,0,524,1.0,0.0,benign,benign
0,5,0,169,1.0,0.0,benign,benign
0,5,0,501,1.0,0.0,benign,benign
0,5,0,245,0.9966666666666667,0.0033333333333333335,benign,benign
0,5,0,16,1.0,0.0,benign,benign
0,5,0,478,1.0,0.0,benign,benign
0,5,0,498,1.0,0.0,benign,benign
0,5,0,90,1.0,0.0,benign,benign
0,5,0,390,1.0,0.0,benign,benign
0,5,0,672,1.0,0.0,benign,benign
0,5,0,372,1.0,0.0,benign,benign
0,5,0,520,1.0,0.0,benign,benign
0,5,0,31,1.0,0.0,benign,benign
0,5,0,371,0.9998550724637681,0.00014492753623188405,benign,benign
0,5,0,454,0.9930476190476191,0.006952380952380953,benign,benign
0,5,0,499,1.0,0.0,benign,benign
0,5,0,684,1.0,0.0,benign,benign
0,5,0,676,1.0,0.0,benign,benign
0,5,0,382,1.0,0.0,benign,benign
0,5,0,354,1.0,0.0,benign,benign
0,5,0,627,0.9861402116402115,0.01385978835978836,benign,benign
0,5,0,643,1.0,0.0,benign,benign
0,5,0,533,1.0,0.0,benign,benign
0,5,0,589,1.0,0.0,benign,benign
0,5,0,274,1.0,0.0,benign,benign
0,5,0,331,0.9699126984126981,0.03008730158730159,benign,benign
0,5,0,96,1.0,0.0,benign,benign
0,5,0,241,1.0,0.0,benign,benign
0,5,0,303,1.0,0.0,benign,benign
0,5,0,232,0.15003439153439155,0.8499656084656085,malignant,benign
0,5,0,418,0.9466904761904761,0.05330952380952382,benign,benign
0,5,0,411,1.0,0.0,benign,benign
0,5,0,250,1.0,0.0,benign,benign
0,5,0,140,1.0,0.0,benign,benign
0,5,0,632,1.0,0.0,benign,benign
0,5,0,359,0.05236640211640211,0.9476335978835977,malignant,malignant
0,5,0,106,0.008873015873015873,0.9911269841269842,malignant,malignant
0,5,0,456,0.0,1.0,malignant,malignant
0,5,0,44,0.01684920634920635,0.9831507936507938,malignant,malignant
0,5,0,329,0.017781746031746034,0.9822182539682539,malignant,malignant
0,5,0,53,0.0534599567099567,0.9465400432900432,malignant,malignant
0,5,0,86,0.2591679894179895,0.7408320105820105,malignant,malignant
0,5,0,73,0.029574074074074072,0.9704259259259258,malignant,malignant
0,5,0,400,0.013571428571428571,0.9864285714285714,malignant,malignant
0,5,0,681,0.0,1.0,malignant,malignant
0,5,0,697,0.17187026862026863,0.8281297313797314,malignant,malignant
0,5,0,453,0.013936507936507938,0.986063492063492,malignant,malignant
0,5,0,440,0.03715476190476191,0.9628452380952384,malignant,malignant
0,5,0,229,0.0,1.0,malignant,malignant
0,5,0,487,0.0006666666666666668,0.9993333333333334,malignant,malignant
0,5,0,85,0.21812962962962956,0.7818703703703703,malignant,malignant
0,5,0,222,0.9693346560846561,0.030665343915343913,benign,malignant
0,5,0,519,0.02025925925925926,0.9797407407407407,malignant,malignant
0,5,0,304,0.07447486772486771,0.9255251322751322,malignant,malignant
0,5,0,253,0.026943121693121696,0.9730568783068786,malignant,malignant
0,5,0,84,0.005777777777777778,0.9942222222222221,malignant,malignant
0,5,0,255,0.2519779942279942,0.7480220057720058,malignant,malignant
0,5,0,184,0.0013333333333333335,0.9986666666666667,malignant,malignant
0,5,0,326,0.49083345358345337,0.5091665464165467,malignant,malignant
0,6,0,552,0.9605026455026454,0.039497354497354496,benign,benign
0,6,0,141,1.0,0.0,benign,benign
0,6,0,143,0.9058688718688721,0.09413112813112809,benign,benign
0,6,0,429,1.0,0.0,benign,benign
0,6,0,587,1.0,0.0,benign,benign
0,6,0,621,0.6173281625781627,0.38267183742183764,benign,benign
0,6,0,529,0.9976851851851851,0.0023148148148148147,benign,benign
0,6,0,209,0.9976851851851851,0.0023148148148148147,benign,benign
0,6,0,345,1.0,0.0,benign,benign
0,6,0,136,1.0,0.0,benign,benign
0,6,0,599,0.9695963203463203,0.030403679653679648,benign,benign
0,6,0,368,1.0,0.0,benign,benign
0,6,0,202,1.0,0.0,benign,benign
0,6,0,693,0.9972619047619048,0.002738095238095238,benign,benign
0,6,0,373,1.0,0.0,benign,benign
0,6,0,29,1.0,0.0,benign,benign
0,6,0,388,1.0,0.0,benign,benign
0,6,0,35,1.0,0.0,benign,benign
0,6,0,13,0.9950171957671959,0.004982804232804233,benign,benign
0,6,0,560,1.0,0.0,benign,benign
0,6,0,120,1.0,0.0,benign,benign
0,6,0,194,1.0,0.0,benign,benign
0,6,0,613,1.0,0.0,benign,benign
0,6,0,554,1.0,0.0,benign,benign
0,6,0,378,0.9970833333333333,0.0029166666666666664,benign,benign
0,6,0,566,1.0,0.0,benign,benign
0,6,0,130,1.0,0.0,benign,benign
0,6,0,355,1.0,0.0,benign,benign
0,6,0,244,1.0,0.0,benign,benign
0,6,0,507,0.9768307525807526,0.02316924741924742,benign,benign
0,6,0,422,0.9603849206349208,0.03961507936507937,benign,benign
0,6,0,572,1.0,0.0,benign,benign
0,6,0,125,1.0,0.0,benign,benign
0,6,0,199,1.0,0.0,benign,benign
0,6,0,265,0.9582367724867724,0.0417632275132275,benign,benign
0,6,0,11,1.0,0.0,benign,benign
0,6,0,576,1.0,0.0,benign,benign
0,6,0,243,0.7622631720131724,0.2377368279868282,benign,benign
0,6,0,474,1.0,0.0,benign,benign
0,6,0,663,1.0,0.0,benign,benign
0,6,0,108,0.9929444444444444,0.007055555555555555,benign,benign
0,6,0,192,1.0,0.0,benign,benign
0,6,0,548,1.0,0.0,benign,benign
0,6,0,553,0.5396018518518517,0.4603981481481481,benign,benign
0,6,0,445,1.0,0.0,benign,benign
0,6,0,310,1.0,0.0,benign,benign
0,6,0,87,0.005825396825396826,0.994174603174603,malignant,malignant
0,6,0,25,0.4495847763347764,0.5504152236652234,malignant,malignant
0,6,0,299,0.21647733747733744,0.7835226625226628,malignant,malignant
0,6,0,574,0.0696706349206349,0.930329365079365,malignant,malignant
0,6,0,56,0.07572619047619047,0.9242738095238094,malignant,malignant
0,6,0,272,0.08736111111111111,0.912638888888889,malignant,malignant
0,6,0,59,0.19502380952380957,0.8049761904761907,malignant,malignant
0,6,0,186,0.038302910052910054,0.9616970899470899,malignant,malignant
0,6,0,190,0.005333333333333334,0.9946666666666666,malignant,malignant
0,6,0,122,0.0011111111111111111,0.9988888888888887,malignant,malignant
0,6,0,353,0.03509126984126983,0.96490873015873,malignant,malignant
0,6,0,670,0.048861111111111126,0.951138888888889,malignant,malignant
0,6,0,5,0.0,1.0,malignant,malignant
0,6,0,60,0.4480780423280423,0.5519219576719576,malignant,malignant
0,6,0,12,0.6568346560846563,0.343165343915344,benign,malignant
0,6,0,356,0.7236904761904763,0.2763095238095239,benign,malignant
0,6,0,109,0.03982587782587782,0.960174122174122,malignant,malignant
0,6,0,124,0.09246693121693121,0.9075330687830683,malignant,malignant
0,6,0,696,0.0756785714285714,0.9243214285714287,malignant,malignant
0,6,0,152,0.0033333333333333335,0.9966666666666667,malignant,malignant
0,6,0,173,0.0008333333333333334,0.9991666666666666,malignant,malignant
0,6,0,211,0.016134920634920634,0.9838650793650792,malignant,malignant
0,6,0,590,0.20987974987974994,0.7901202501202503,malignant,malignant
0,6,0,636,0.03846825396825398,0.9615317460317461,malignant,malignant
0,7,0,577,1.0,0.0,benign,benign
0,7,0,203,1.0,0.0,benign,benign
0,7,0,407,1.0,0.0,benign,benign
0,7,0,365,1.0,0.0,benign,benign
0,7,0,470,1.0,0.0,benign,benign
0,7,0,352,0.2857231842231842,0.7142768157768159,malignant,benign
0,7,0,620,1.0,0.0,benign,benign
0,7,0,496,1.0,0.0,benign,benign
0,7,0,332,1.0,0.0,benign,benign
0,7,0,508,1.0,0.0,benign,benign
0,7,0,163,0.9759616402116402,0.02403835978835979,benign,benign
0,7,0,197,0.9919629629629632,0.008037037037037037,benign,benign
0,7,0,69,1.0,0.0,benign,benign
0,7,0,666,0.9926388888888887,0.00736111111111111,benign,benign
0,7,0,392,1.0,0.0,benign,benign
0,7,0,383,1.0,0.0,benign,benign
0,7,0,563,1.0,0.0,benign,benign
0,7,0,377,1.0,0.0,benign,benign
0,7,0,95,1.0,0.0,benign,benign
0,7,0,655,1.0,0.0,benign,benign
0,7,0,674,1.0,0.0,benign,benign
0,7,0,625,0.7223968253968253,0.27760317460317463,benign,benign
0,7,0,80,0.9305410052910051,0.06945899470899469,benign,benign
0,7,0,315,0.20973484848484847,0.7902651515151515,malignant,benign
0,7,0,220,1.0,0.0,benign,benign
0,7,0,22,1.0,0.0,benign,benign
0,7,0,196,0.029379629629629627,0.9706203703703704,malignant,benign
0,7,0,7,1.0,0.0,benign,benign
0,7,0,410,1.0,0.0,benign,benign
0,7,0,0,1.0,0.0,benign,benign
0,7,0,486,1.0,0.0,benign,benign
0,7,0,170,1.0,0.0,benign,benign
0,7,0,401,1.0,0.0,benign,benign
0,7,0,375,1.0,0.0,benign,benign
0,7,0,47,1.0,0.0,benign,benign
0,7,0,505,1.0,0.0,benign,benign
0,7,0,652,1.0,0.0,benign,benign
0,7,0,417,1.0,0.0,benign,benign
0,7,0,650,0.9638465608465606,0.03615343915343915,benign,benign
0,7,0,480,1.0,0.0,benign,benign
0,7,0,70,1.0,0.0,benign,benign
0,7,0,477,1.0,0.0,benign,benign
0,7,0,675,0.9857748917748917,0.014225108225108224,benign,benign
0,7,0,646,1.0,0.0,benign,benign
0,7,0,689,0.9889960317460318,0.011003968253968256,benign,benign
0,7,0,555,0.8366981721981721,0.16330182780182784,benign,benign
0,7,0,238,0.0019444444444444442,0.9980555555555556,malignant,malignant
0,7,0,167,0.09010930735930733,0.909890692640693,malignant,malignant
0,7,0,239,0.017305555555555557,0.9826944444444444,malignant,malignant
0,7,0,210,0.0,1.0,malignant,malignant
0,7,0,568,0.07013852813852814,0.9298614718614717,malignant,malignant
0,7,0,581,0.0,1.0,malignant,malignant
0,7,0,571,0.0004761904761904762,0.9995238095238096,malignant,malignant
0,7,0,284,0.03324206349206349,0.9667579365079365,malignant,malignant
0,7,0,266,0.011726190476190475,0.9882738095238098,malignant,malignant
0,7,0,479,0.0016666666666666668,0.9983333333333333,malignant,malignant
0,7,0,361,0.08766798941798941,0.9123320105820105,malignant,malignant
0,7,0,489,0.6327129629629629,0.36728703703703686,benign,malignant
0,7,0,236,0.0012037037037037036,0.9987962962962964,malignant,malignant
0,7,0,455,0.60481734006734,0.3951826599326599,benign,malignant
0,7,0,523,0.0020634920634920637,0.997936507936508,malignant,malignant
0,7,0,149,0.0,1.0,malignant,malignant
0,7,0,546,0.005634920634920635,0.9943650793650796,malignant,malignant
0,7,0,15,0.32718338143338144,0.6728166185666188,malignant,malignant
0,7,0,21,0.003944444444444444,0.9960555555555557,malignant,malignant
0,7,0,71,0.38369179894179906,0.6163082010582012,malignant,malignant
0,7,0,221,0.0035873015873015873,0.9964126984126983,malignant,malignant
0,7,0,349,0.23994668294668306,0.7600533170533172,malignant,malignant
0,7,0,483,0.0,1.0,malignant,malignant
0,7,0,466,0.0004166666666666667,0.9995833333333334,malignant,malignant
0,8,0,81,1.0,0.0,benign,benign
0,8,0,518,1.0,0.0,benign,benign
0,8,0,685,1.0,0.0,benign,benign
0,8,0,30,1.0,0.0,benign,benign
0,8,0,662,1.0,0.0,benign,benign
0,8,0,452,1.0,0.0,benign,benign
0,8,0,276,1.0,0.0,benign,benign
0,8,0,502,1.0,0.0,benign,benign
0,8,0,600,1.0,0.0,benign,benign
0,8,0,531,1.0,0.0,benign,benign
0,8,0,580,1.0,0.0,benign,benign
0,8,0,127,1.0,0.0,benign,benign
0,8,0,395,1.0,0.0,benign,benign
0,8,0,34,1.0,0.0,benign,benign
0,8,0,448,1.0,0.0,benign,benign
0,8,0,596,1.0,0.0,benign,benign
0,8,0,472,0.9960978835978838,0.0039021164021164016,benign,benign
0,8,0,135,0.961449938949939,0.03855006105006105,benign,benign
0,8,0,631,1.0,0.0,benign,benign
0,8,0,252,0.0976225071225071,0.9023774928774928,malignant,benign
0,8,0,78,0.9915304232804234,0.00846957671957672,benign,benign
0,8,0,682,1.0,0.0,benign,benign
0,8,0,342,1.0,0.0,benign,benign
0,8,0,640,0.9980555555555555,0.0019444444444444442,benign,benign
0,8,0,162,1.0,0.0,benign,benign
0,8,0,644,1.0,0.0,benign,benign
0,8,0,319,0.23937987012987022,0.7606201298701301,malignant,benign
0,8,0,673,0.9842380952380949,0.015761904761904758,benign,benign
0,8,0,83,0.9552156084656086,0.04478439153439153,benign,benign
0,8,0,609,1.0,0.0,benign,benign
0,8,0,24,1.0,0.0,benign,benign
0,8,0,653,1.0,0.0,benign,benign
0,8,0,497,1.0,0.0,benign,benign
0,8,0,607,1.0,0.0,benign,benign
0,8,0,114,0.8459959114959112,0.15400408850408853,benign,benign
0,8,0,369,1.0,0.0,benign,benign
0,8,0,661,1.0,0.0,benign,benign
0,8,0,216,1.0,0.0,benign,benign
0,8,0,683,1.0,0.0,benign,benign
0,8,0,490,1.0,0.0,benign,benign
0,8,0,145,1.0,0.0,benign,benign
0,8,0,133,1.0,0.0,benign,benign
0,8,0,584,0.9828849206349205,0.017115079365079368,benign,benign
0,8,0,602,1.0,0.0,benign,benign
0,8,0,677,1.0,0.0,benign,benign
0,8,0,506,0.02777380952380953,0.9722261904761906,malignant,malignant
0,8,0,179,0.27892673992674005,0.7210732600732602,malignant,malignant
0,8,0,117,0.0011111111111111111,0.9988888888888887,malignant,malignant
0,8,0,283,0.011425925925925924,0.9885740740740739,malignant,malignant
0,8,0,104,0.020234126984126986,0.979765873015873,malignant,malignant
0,8,0,263,0.019072751322751328,0.9809272486772485,malignant,malignant
0,8,0,482,0.0016666666666666668,0.9983333333333333,malignant,malignant
0,8,0,416,0.010376984126984127,0.989623015873016,malignant,malignant
0,8,0,522,0.07232034632034631,0.9276796536796538,malignant,malignant
0,8,0,603,0.39360317460317445,0.6063968253968254,malignant,malignant
0,8,0,427,0.07441666666666666,0.9255833333333332,malignant,malignant
0,8,0,101,0.4291936026936026,0.5708063973063975,malignant,malignant
0,8,0,230,0.11281373256373257,0.8871862674362677,malignant,malignant
0,8,0,425,0.0006666666666666668,0.9993333333333334,malignant,malignant
0,8,0,39,0.2192265512265513,0.7807734487734489,malignant,malignant
0,8,0,691,0.2568703703703704,0.7431296296296295,malignant,malignant
0,8,0,316,0.13551923076923078,0.8644807692307692,malignant,malignant
0,8,0,330,0.06573833573833573,0.9342616642616642,malignant,malignant
0,8,0,360,0.002833333333333333,0.9971666666666666,malignant,malignant
0,8,0,107,0.002611111111111111,0.997388888888889,malignant,malignant
0,8,0,412,0.0011111111111111111,0.9988888888888889,malignant,malignant
0,8,0,65,0.4601738816738816,0.5398261183261185,malignant,malignant
0,8,0,214,0.0006666666666666668,0.9993333333333334,malignant,malignant
0,8,0,146,0.44335774410774415,0.5566422558922557,malignant,malignant
0,8,0,320,0.008876984126984127,0.9911230158730159,malignant,malignant
0,9,0,37,0.854567729111847,0.14543227088815328,benign,benign
0,9,0,397,1.0,0.0,benign,benign
0,9,0,619,1.0,0.0,benign,benign
0,9,0,408,0.9586165038665039,0.04138349613349613,benign,benign
0,9,0,347,0.9885436507936509,0.011456349206349208,benign,benign
0,9,0,1,0.11615771265771264,0.8838422873422875,malignant,benign
0,9,0,212,1.0,0.0,benign,benign
0,9,0,406,1.0,0.0,benign,benign
0,9,0,3,0.17514021164021168,0.8248597883597883,malignant,benign
0,9,0,45,0.9981666666666669,0.0018333333333333335,benign,benign
0,9,0,460,1.0,0.0,benign,benign
0,9,0,189,0.9918611111111111,0.008138888888888888,benign,benign
0,9,0,446,1.0,0.0,benign,benign
0,9,0,692,1.0,0.0,benign,benign
0,9,0,679,1.0,0.0,benign,benign
0,9,0,541,1.0,0.0,benign,benign
0,9,0,597,0.9933730158730159,0.006626984126984126,benign,benign
0,9,0,543,1.0,0.0,benign,benign
0,9,0,129,0.9797777777777777,0.020222222222222225,benign,benign
0,9,0,297,0.7199648592148594,0.28003514078514075,benign,benign
0,9,0,458,1.0,0.0,benign,benign
0,9,0,28,1.0,0.0,benign,benign
0,9,0,637,0.8850262145262144,0.1149737854737855,benign,benign
0,9,0,558,1.0,0.0,benign,benign
0,9,0,617,1.0,0.0,benign,benign
0,9,0,492,0.9977777777777779,0.0022222222222222222,benign,benign
0,9,0,504,1.0,0.0,benign,benign
0,9,0,309,0.7872019554519554,0.21279804454804457,benign,benign
0,9,0,551,1.0,0.0,benign,benign
0,9,0,306,1.0,0.0,benign,benign
0,9,0,280,1.0,0.0,benign,benign
0,9,0,364,1.0,0.0,benign,benign
0,9,0,374,1.0,0.0,benign,benign
0,9,0,630,0.9767927170868347,0.023207282913165265,benign,benign
0,9,0,110,0.7591674621674624,0.24083253783253794,benign,benign
0,9,0,510,1.0,0.0,benign,benign
0,9,0,509,1.0,0.0,benign,benign
0,9,0,193,1.0,0.0,benign,benign
0,9,0,444,0.9902407407407406,0.009759259259259261,benign,benign
0,9,0,134,1.0,0.0,benign,benign
0,9,0,413,1.0,0.0,benign,benign
0,9,0,33,1.0,0.0,benign,benign
0,9,0,294,1.0,0.0,benign,benign
0,9,0,102,1.0,0.0,benign,benign
0,9,0,314,1.0,0.0,benign,benign
0,9,0,200,0.004001322751322751,0.9959986772486773,malignant,malignant
0,9,0,570,0.016444444444444446,0.9835555555555557,malignant,malignant
0,9,0,514,0.0027777777777777775,0.9972222222222221,malignant,malignant
0,9,0,142,0.052994708994709004,0.9470052910052909,malignant,malignant
0,9,0,586,0.0,1.0,malignant,malignant
0,9,0,588,0.058312049062049065,0.9416879509379512,malignant,malignant
0,9,0,515,0.018777777777777775,0.9812222222222221,malignant,malignant
0,9,0,592,0.08404377104377107,0.9159562289562287,malignant,malignant
0,9,0,226,0.0009523809523809524,0.9990476190476191,malignant,malignant
0,9,0,604,0.2784530469530468,0.7215469530469533,malignant,malignant
0,9,0,105,0.36305303030303043,0.6369469696969696,malignant,malignant
0,9,0,264,0.06421825396825397,0.9357817460317462,malignant,malignant
0,9,0,231,0.06918650793650795,0.9308134920634922,malignant,malignant
0,9,0,43,0.5469532227032227,0.45304677729677734,benign,malignant
0,9,0,449,0.0006666666666666668,0.9993333333333334,malignant,malignant
0,9,0,491,0.007583333333333334,0.9924166666666667,malignant,malignant
0,9,0,74,0.10492857142857143,0.8950714285714289,malignant,malignant
0,9,0,367,0.0,1.0,malignant,malignant
0,9,0,467,0.023765873015873015,0.9762341269841273,malignant,malignant
0,9,0,62,0.03787301587301588,0.9621269841269843,malignant,malignant
0,9,0,58,0.2654309764309764,0.734569023569024,malignant,malignant
0,9,0,333,0.03124074074074074,0.968759259259259,malignant,malignant
0,9,0,126,0.016305555555555556,0.9836944444444445,malignant,malignant
0,9,0,549,0.11231758056758055,0.8876824194324194,malignant,malignant