% Python_3.6.4.
% Sklearn_0.19.1.
% NumPy_1.14.1.
% SciPy_1.0.0.
% Fri Mar 30 20:20:37 2018
% 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
0,0,0,8,1.0,0.0,benign,benign
0,0,0,148,0.8345184811946257,0.1654815188053743,benign,benign
0,0,0,180,1.0,0.0,benign,benign
0,0,0,415,0.6136225358188288,0.38637746418117214,benign,benign
0,0,0,500,0.9384000000000016,0.061599999999999905,benign,benign
0,0,0,131,1.0,0.0,benign,benign
0,0,0,156,0.9990355731225298,0.0009644268774703557,benign,benign
0,0,0,545,1.0,0.0,benign,benign
0,0,0,595,1.0,0.0,benign,benign
0,0,0,259,0.17518641258122716,0.8248135874187748,malignant,benign
0,0,0,433,0.9987558528428093,0.0012441471571906354,benign,benign
0,0,0,426,0.8524014257511954,0.14759857424880676,benign,benign
0,0,0,322,1.0,0.0,benign,benign
0,0,0,616,1.0,0.0,benign,benign
0,0,0,219,0.9517416420622314,0.04825835793776964,benign,benign
0,0,0,618,1.0,0.0,benign,benign
0,0,0,287,0.9601739130434803,0.03982608695652171,benign,benign
0,0,0,528,0.9675756756756766,0.03242432432432428,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
0,0,0,48,0.9960233785822022,0.003976621417797889,benign,benign
0,0,0,695,1.0,0.0,benign,benign
0,0,0,441,0.6267353148668521,0.3732646851331482,benign,benign
0,0,0,393,1.0,0.0,benign,benign
0,0,0,275,0.9938086725034095,0.006191327496590655,benign,benign
0,0,0,464,1.0,0.0,benign,benign
0,0,0,290,1.0,0.0,benign,benign
0,0,0,687,0.9920333333333332,0.007966666666666665,benign,benign
0,0,0,542,0.917386793761795,0.08261320623820625,benign,benign
0,0,0,376,1.0,0.0,benign,benign
0,0,0,462,0.938282352941178,0.06171764705882343,benign,benign
0,0,0,97,1.0,0.0,benign,benign
0,0,0,94,1.0,0.0,benign,benign
0,0,0,77,0.917386793761795,0.08261320623820625,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
0,0,0,624,1.0,0.0,benign,benign
0,0,0,334,0.0016666666666666666,0.9983333333333333,malignant,malignant
0,0,0,414,0.0,1.0,malignant,malignant
0,0,0,54,0.0033333333333333327,0.9966666666666667,malignant,malignant
0,0,0,339,0.0018428571428571428,0.998157142857143,malignant,malignant
0,0,0,357,0.0,1.0,malignant,malignant
0,0,0,123,0.13505362142157876,0.8649463785784223,malignant,malignant
0,0,0,292,0.11580364378599665,0.8841963562140024,malignant,malignant
0,0,0,50,0.24199538048067437,0.7580046195193246,malignant,malignant
0,0,0,160,0.0,1.0,malignant,malignant
0,0,0,215,0.00023529411764705883,0.9997647058823529,malignant,malignant
0,0,0,213,0.0,1.0,malignant,malignant
0,0,0,293,0.023397453360267998,0.9766025466397319,malignant,malignant
0,0,0,41,0.25579131010364964,0.7442086898963501,malignant,malignant
0,0,0,488,0.3498585168099873,0.650141483190013,malignant,malignant
0,0,0,668,0.17592736870972156,0.8240726312902802,malignant,malignant
0,0,0,530,0.0682202570772432,0.9317797429227578,malignant,malignant
0,0,0,46,0.08232345201238382,0.917676547987616,malignant,malignant
0,0,0,223,0.003666666666666666,0.9963333333333335,malignant,malignant
0,0,0,227,0.0032824561403508768,0.9967175438596493,malignant,malignant
0,0,0,680,0.0,1.0,malignant,malignant
0,0,0,63,0.6569040412030377,0.34309595879696503,benign,malignant
0,0,0,128,0.03953872180451126,0.9604612781954899,malignant,malignant
0,0,0,493,0.0,1.0,malignant,malignant
0,0,0,285,0.0,1.0,malignant,malignant
0,1,0,561,1.0,0.0,benign,benign
0,1,0,521,0.9943589743589751,0.005641025641025639,benign,benign
0,1,0,419,0.9881923076504712,0.011807692349528392,benign,benign
0,1,0,485,0.9992120910973086,0.0007879089026915114,benign,benign
0,1,0,647,0.9995930434782608,0.00040695652173913045,benign,benign
0,1,0,82,0.9958957469431156,0.0041042530568846354,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
0,1,0,389,0.9591508669864722,0.04084913301352927,benign,benign
0,1,0,176,1.0,0.0,benign,benign
0,1,0,434,0.1307040826704444,0.8692959173295548,malignant,benign
0,1,0,556,0.9958957469431156,0.0041042530568846354,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
0,1,0,2,0.9985849329205366,0.0014150670794633644,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
0,1,0,61,0.9998947368421052,0.00010526315789473683,benign,benign
0,1,0,430,0.7615606514763001,0.2384393485237042,benign,benign
0,1,0,66,1.0,0.0,benign,benign
0,1,0,651,0.9986597041623668,0.001340295837633299,benign,benign
0,1,0,154,1.0,0.0,benign,benign
0,1,0,153,0.9582085110967471,0.04179148890325358,benign,benign
0,1,0,532,1.0,0.0,benign,benign
0,1,0,639,0.9994680434782608,0.0005319565217391304,benign,benign
0,1,0,573,1.0,0.0,benign,benign
0,1,0,420,0.9858603451880078,0.01413965481199227,benign,benign
0,1,0,9,0.9968502923976611,0.003149707602339181,benign,benign
0,1,0,321,0.9965706472062509,0.003429352793749079,benign,benign
0,1,0,258,1.0,0.0,benign,benign
0,1,0,4,0.9989974552429667,0.001002544757033248,benign,benign
0,1,0,19,0.9636923076923052,0.036307692307692215,benign,benign
0,1,0,217,1.0,0.0,benign,benign
0,1,0,362,0.9797919590643285,0.0202080409356725,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
0,1,0,40,0.03428291316526612,0.9657170868347356,malignant,benign
0,1,0,409,1.0,0.0,benign,benign
0,1,0,305,0.029258542677764617,0.9707414573222359,malignant,malignant
0,1,0,267,0.0482801237260518,0.9517198762739472,malignant,malignant
0,1,0,565,0.0,1.0,malignant,malignant
0,1,0,340,0.10441698799921319,0.8955830120007896,malignant,malignant
0,1,0,268,0.007898176814585479,0.9921018231854142,malignant,malignant
0,1,0,633,0.024919047619047622,0.9750809523809539,malignant,malignant
0,1,0,175,0.0,1.0,malignant,malignant
0,1,0,260,0.0,1.0,malignant,malignant
0,1,0,218,0.0007352941176470589,0.9992647058823529,malignant,malignant
0,1,0,312,0.06280062426132207,0.9371993757386805,malignant,malignant
0,1,0,328,0.17419404863954935,0.8258059513604513,malignant,malignant
0,1,0,224,0.0,1.0,malignant,malignant
0,1,0,112,0.0751409283389468,0.9248590716610556,malignant,malignant
0,1,0,302,0.0,1.0,malignant,malignant
0,1,0,55,0.03342207078865109,0.9665779292113492,malignant,malignant
0,1,0,151,0.48273915356229713,0.517260846437703,malignant,malignant
0,1,0,166,0.11212252221462787,0.8878774777853696,malignant,malignant
0,1,0,20,0.13388192795336812,0.866118072046635,malignant,malignant
0,1,0,205,0.0,1.0,malignant,malignant
0,1,0,103,0.8322184242657914,0.1677815757342083,benign,malignant
0,1,0,289,0.1017014695830488,0.8982985304169492,malignant,malignant
0,1,0,582,0.0038364064466366262,0.9961635935533634,malignant,malignant
0,1,0,457,0.009190476190476181,0.9908095238095249,malignant,malignant
0,1,0,594,0.0062879215981517765,0.9937120784018478,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
0,2,0,79,0.9906666666666678,0.009333333333333334,benign,benign
0,2,0,517,1.0,0.0,benign,benign
0,2,0,615,0.9997333333333334,0.0002666666666666667,benign,benign
0,2,0,338,1.0,0.0,benign,benign
0,2,0,511,1.0,0.0,benign,benign
0,2,0,404,0.9994285714285716,0.0005714285714285714,benign,benign
0,2,0,403,0.6568464549898018,0.34315354501020146,benign,benign
0,2,0,547,1.0,0.0,benign,benign
0,2,0,540,0.9969470085470088,0.0030529914529914526,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
0,2,0,350,0.9985416666666668,0.0014583333333333334,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
0,2,0,567,0.9943611499611501,0.005638850038850039,benign,benign
0,2,0,468,1.0,0.0,benign,benign
0,2,0,178,1.0,0.0,benign,benign
0,2,0,394,0.9683453564323532,0.0316546435676467,benign,benign
0,2,0,92,1.0,0.0,benign,benign
0,2,0,137,1.0,0.0,benign,benign
0,2,0,240,0.9696472222222225,0.030352777777777774,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
0,2,0,461,0.6559714549898017,0.34402854501020147,benign,benign
0,2,0,139,0.9923013889447332,0.0076986110552674045,benign,benign
0,2,0,678,1.0,0.0,benign,benign
0,2,0,622,0.8487440476190444,0.1512559523809528,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
0,2,0,100,0.08582077939858261,0.9141792206014195,malignant,malignant
0,2,0,344,0.0016739130434782609,0.9983260869565217,malignant,malignant
0,2,0,608,0.00016666666666666666,0.9998333333333334,malignant,malignant
0,2,0,288,0.5745090962177947,0.4254909037822064,benign,malignant
0,2,0,42,0.01835960913908482,0.9816403908609158,malignant,malignant
0,2,0,658,0.0,1.0,malignant,malignant
0,2,0,111,0.01875823705280226,0.9812417629471973,malignant,malignant
0,2,0,348,0.7178988645337874,0.282101135466216,benign,malignant
0,2,0,237,0.0008333333333333333,0.9991666666666668,malignant,malignant
0,2,0,358,0.004859226173013359,0.9951407738269868,malignant,malignant
0,2,0,391,0.0,1.0,malignant,malignant
0,2,0,435,0.0,1.0,malignant,malignant
0,2,0,191,0.0,1.0,malignant,malignant
0,2,0,336,0.06373688811188809,0.9362631118881122,malignant,malignant
0,2,0,51,0.47017049221511775,0.5298295077848826,malignant,malignant
0,2,0,14,0.00016666666666666666,0.9998333333333332,malignant,malignant
0,2,0,174,0.0,1.0,malignant,malignant
0,2,0,421,0.0,1.0,malignant,malignant
0,2,0,262,0.0,1.0,malignant,malignant
0,2,0,99,0.0005,0.9995,malignant,malignant
0,2,0,270,0.02218272236019913,0.977817277639801,malignant,malignant
0,2,0,132,0.06250961538461537,0.9374903846153848,malignant,malignant
0,2,0,251,0.022382381329578142,0.9776176186704234,malignant,malignant
0,2,0,233,0.026238381119038028,0.9737616188809638,malignant,malignant
0,3,0,654,1.0,0.0,benign,benign
0,3,0,657,0.44181379651443003,0.5581862034855695,malignant,benign
0,3,0,645,1.0,0.0,benign,benign
0,3,0,248,0.99076862745098,0.009231372549019607,benign,benign
0,3,0,296,0.261128490565013,0.738871509434988,malignant,benign
0,3,0,494,0.6258106766728246,0.37418932332717464,benign,benign
0,3,0,164,0.9883264873413478,0.01167351265865197,benign,benign
0,3,0,638,1.0,0.0,benign,benign
0,3,0,121,0.9976140350877192,0.002385964912280701,benign,benign
0,3,0,432,1.0,0.0,benign,benign
0,3,0,471,0.8637965201465237,0.13620347985347994,benign,benign
0,3,0,249,0.990516963531824,0.009483036468175787,benign,benign
0,3,0,387,0.5618430406370687,0.43815695936293186,benign,benign
0,3,0,399,0.9751179746579758,0.024882025342024855,benign,benign
0,3,0,351,1.0,0.0,benign,benign
0,3,0,469,1.0,0.0,benign,benign
0,3,0,481,0.9159334429423938,0.08406655705760563,benign,benign
0,3,0,327,1.0,0.0,benign,benign
0,3,0,235,0.9691567595658778,0.030843240434122284,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
0,3,0,398,0.9991578947368421,0.0008421052631578947,benign,benign
0,3,0,89,0.9902608695652179,0.009739130434782611,benign,benign
0,3,0,311,1.0,0.0,benign,benign
0,3,0,385,0.9038915401083866,0.09610845989161393,benign,benign
0,3,0,536,1.0,0.0,benign,benign
0,3,0,335,1.0,0.0,benign,benign
0,3,0,318,0.9902608695652179,0.009739130434782611,benign,benign
0,3,0,144,1.0,0.0,benign,benign
0,3,0,539,0.8638798534798571,0.1361201465201466,benign,benign
0,3,0,537,1.0,0.0,benign,benign
0,3,0,628,1.0,0.0,benign,benign
0,3,0,325,0.989926522187822,0.010073477812177501,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
0,3,0,664,0.996466117216117,0.003533882783882783,benign,benign
0,3,0,150,1.0,0.0,benign,benign
0,3,0,443,1.0,0.0,benign,benign
0,3,0,116,0.389623459362462,0.6103765406375371,malignant,benign
0,3,0,513,1.0,0.0,benign,benign
0,3,0,428,1.0,0.0,benign,benign
0,3,0,115,0.6341210300449429,0.36587896995505653,benign,benign
0,3,0,10,1.0,0.0,benign,benign
0,3,0,201,0.00036796536796536797,0.9996320346320346,malignant,malignant
0,3,0,52,0.03756589863674258,0.9624341013632582,malignant,malignant
0,3,0,386,0.0,1.0,malignant,malignant
0,3,0,436,0.04369377868508306,0.9563062213149164,malignant,malignant
0,3,0,177,0.10159429338777169,0.8984057066122286,malignant,malignant
0,3,0,155,0.06945805500828724,0.9305419449917125,malignant,malignant
0,3,0,317,0.025676897930444822,0.9743231020695547,malignant,malignant
0,3,0,113,0.01689074693422518,0.9831092530657753,malignant,malignant
0,3,0,611,0.10469277516914823,0.8953072248308523,malignant,malignant
0,3,0,300,0.044845341416185354,0.9551546585838154,malignant,malignant
0,3,0,465,0.0013478260869565217,0.9986521739130436,malignant,malignant
0,3,0,183,0.0,1.0,malignant,malignant
0,3,0,626,0.12041247204994361,0.8795875279500582,malignant,malignant
0,3,0,610,0.013160339660339653,0.9868396603396609,malignant,malignant
0,3,0,323,0.008862210261358866,0.9911377897386411,malignant,malignant
0,3,0,36,0.010285620176924543,0.9897143798230749,malignant,malignant
0,3,0,612,0.0,1.0,malignant,malignant
0,3,0,279,0.020433328819518076,0.9795666711804821,malignant,malignant
0,3,0,591,0.0016923076923076922,0.9983076923076921,malignant,malignant
0,3,0,261,0.0,1.0,malignant,malignant
0,3,0,254,0.012746751116100966,0.9872532488838993,malignant,malignant
0,3,0,159,0.0,1.0,malignant,malignant
0,3,0,206,0.019443747640463215,0.9805562523595373,malignant,malignant
0,3,0,286,0.00019047619047619045,0.9998095238095238,malignant,malignant
0,4,0,641,1.0,0.0,benign,benign
0,4,0,585,1.0,0.0,benign,benign
0,4,0,635,0.9963205747553574,0.003679425244642636,benign,benign
0,4,0,298,0.892961799377097,0.10703820062290695,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
0,4,0,147,0.9938321678321671,0.006167832167832165,benign,benign
0,4,0,423,0.9961182336182334,0.0038817663817663807,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
0,4,0,119,0.9991141176470587,0.0008858823529411766,benign,benign
0,4,0,579,1.0,0.0,benign,benign
0,4,0,459,0.9961182336182334,0.0038817663817663807,benign,benign
0,4,0,363,0.741414967073951,0.2585850329260487,benign,benign
0,4,0,6,0.5914042255731885,0.40859577442681105,benign,benign
0,4,0,76,0.9963205747553574,0.003679425244642636,benign,benign
0,4,0,26,0.9998199999999999,0.00017999999999999998,benign,benign
0,4,0,72,0.6048117532678198,0.3951882467321804,benign,benign
0,4,0,694,0.9938321678321671,0.006167832167832165,benign,benign
0,4,0,544,0.9996951566951567,0.00030484330484330485,benign,benign
0,4,0,346,0.9874824342977275,0.012517565702271593,benign,benign
0,4,0,396,1.0,0.0,benign,benign
0,4,0,690,0.9996630434782608,0.00033695652173913043,benign,benign
0,4,0,182,0.8989238095238138,0.10107619047619079,benign,benign
0,4,0,438,0.9962812770964943,0.003718722903505511,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
0,4,0,450,0.9941606625258801,0.005839337474120083,benign,benign
0,4,0,660,1.0,0.0,benign,benign
0,4,0,667,1.0,0.0,benign,benign
0,4,0,402,0.8442843210837866,0.15571567891621382,benign,benign
0,4,0,484,1.0,0.0,benign,benign
0,4,0,204,1.0,0.0,benign,benign
0,4,0,557,0.9980273291925467,0.001972670807453416,benign,benign
0,4,0,370,0.9711658147408156,0.02883418525918526,benign,benign
0,4,0,234,0.7316030253816862,0.26839697461831447,benign,benign
0,4,0,207,1.0,0.0,benign,benign
0,4,0,671,0.9998199999999999,0.00017999999999999998,benign,benign
0,4,0,295,0.0025952380952380945,0.9974047619047621,malignant,malignant
0,4,0,57,0.8210702839927908,0.17892971600720955,benign,malignant
0,4,0,38,0.2592841941391949,0.7407158058608058,malignant,malignant
0,4,0,273,0.7641666477221907,0.23583335227780972,benign,malignant
0,4,0,308,0.002831643605045139,0.9971683563949548,malignant,malignant
0,4,0,23,0.4393641342721215,0.5606358657278786,malignant,malignant
0,4,0,67,0.33901092818945805,0.6609890718105425,malignant,malignant
0,4,0,247,0.17658204736440025,0.8234179526356022,malignant,malignant
0,4,0,698,0.18114170158411308,0.8188582984158905,malignant,malignant
0,4,0,68,0.03567203907203905,0.9643279609279615,malignant,malignant
0,4,0,282,0.2540841941391952,0.7459158058608051,malignant,malignant
0,4,0,381,0.0028333333333333327,0.997166666666667,malignant,malignant
0,4,0,187,0.0,1.0,malignant,malignant
0,4,0,246,0.0,1.0,malignant,malignant
0,4,0,648,0.12268737060041451,0.8773126293995889,malignant,malignant
0,4,0,18,0.0,1.0,malignant,malignant
0,4,0,188,0.15580276778903795,0.8441972322109657,malignant,malignant
0,4,0,49,0.014300407925407928,0.9856995920745922,malignant,malignant
0,4,0,669,0.12920471014492801,0.8707952898550756,malignant,malignant
0,4,0,605,0.00015384615384615385,0.9998461538461538,malignant,malignant
0,4,0,366,0.003326923076923076,0.996673076923077,malignant,malignant
0,4,0,32,0.0020697577276524645,0.9979302422723477,malignant,malignant
0,4,0,98,0.0034042794151153285,0.9965957205848848,malignant,malignant
0,4,0,569,0.00016666666666666666,0.9998333333333334,malignant,malignant
0,5,0,535,0.9787578826739354,0.021242117326064187,benign,benign
0,5,0,575,0.999875,0.000125,benign,benign
0,5,0,512,1.0,0.0,benign,benign
0,5,0,442,0.9997019323671498,0.0002980676328502415,benign,benign
0,5,0,165,1.0,0.0,benign,benign
0,5,0,75,0.9634153846153853,0.03658461538461538,benign,benign
0,5,0,379,0.7918844008909823,0.20811559910901653,benign,benign
0,5,0,534,1.0,0.0,benign,benign
0,5,0,158,0.9784630850630861,0.021536914936914908,benign,benign
0,5,0,431,0.9730388842567883,0.02696111574321291,benign,benign
0,5,0,118,0.9857048433048445,0.01429515669515668,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
0,5,0,245,1.0,0.0,benign,benign
0,5,0,16,1.0,0.0,benign,benign
0,5,0,478,0.9947928571428573,0.005207142857142858,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
0,5,0,520,0.9886851851851863,0.011314814814814807,benign,benign
0,5,0,31,1.0,0.0,benign,benign
0,5,0,371,0.9988619354838706,0.001138064516129032,benign,benign
0,5,0,454,0.9888694746745055,0.011130525325494354,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
0,5,0,382,0.9995852842809364,0.00041471571906354516,benign,benign
0,5,0,354,1.0,0.0,benign,benign
0,5,0,627,0.7166914317566514,0.2833085682433525,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
0,5,0,331,0.9648000000000008,0.0352,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
0,5,0,232,0.3128540302162047,0.6871459697837919,malignant,benign
0,5,0,418,0.9581256688963218,0.04187433110367891,benign,benign
0,5,0,411,0.9953019323671495,0.00469806763285024,benign,benign
0,5,0,250,0.9991391304347828,0.0008608695652173912,benign,benign
0,5,0,140,1.0,0.0,benign,benign
0,5,0,632,1.0,0.0,benign,benign
0,5,0,359,0.03474117163030202,0.9652588283696971,malignant,malignant
0,5,0,106,0.005566488413547237,0.9944335115864525,malignant,malignant
0,5,0,456,0.0,1.0,malignant,malignant
0,5,0,44,0.00019806763285024154,0.9998019323671498,malignant,malignant
0,5,0,329,0.004637142326272762,0.9953628576737275,malignant,malignant
0,5,0,53,0.1266610299311672,0.8733389700688343,malignant,malignant
0,5,0,86,0.16993475440108594,0.8300652455989134,malignant,malignant
0,5,0,73,0.012152494621036822,0.9878475053789639,malignant,malignant
0,5,0,400,0.005270512820512822,0.9947294871794876,malignant,malignant
0,5,0,681,0.0,1.0,malignant,malignant
0,5,0,697,0.22695091737393205,0.7730490826260681,malignant,malignant
0,5,0,453,0.0097760367651672,0.9902239632348334,malignant,malignant
0,5,0,440,0.0676889851589609,0.9323110148410386,malignant,malignant
0,5,0,229,0.0,1.0,malignant,malignant
0,5,0,487,0.0,1.0,malignant,malignant
0,5,0,85,0.27082094592340367,0.7291790540765996,malignant,malignant
0,5,0,222,0.7144450549450572,0.2855549450549468,benign,malignant
0,5,0,519,0.011333601969215776,0.988666398030785,malignant,malignant
0,5,0,304,0.08298511312052866,0.9170148868794711,malignant,malignant
0,5,0,253,0.0108022010030322,0.9891977989969686,malignant,malignant
0,5,0,84,0.00876118036552819,0.9912388196344721,malignant,malignant
0,5,0,255,0.08889198768693644,0.9111080123130646,malignant,malignant
0,5,0,184,0.0,1.0,malignant,malignant
0,5,0,326,0.5916988310708889,0.40830116892911283,benign,malignant
0,6,0,552,0.9371428571428565,0.06285714285714276,benign,benign
0,6,0,141,1.0,0.0,benign,benign
0,6,0,143,0.6540513527408228,0.3459486472591753,benign,benign
0,6,0,429,1.0,0.0,benign,benign
0,6,0,587,1.0,0.0,benign,benign
0,6,0,621,0.6796445809092864,0.3203554190907141,benign,benign
0,6,0,529,1.0,0.0,benign,benign
0,6,0,209,1.0,0.0,benign,benign
0,6,0,345,1.0,0.0,benign,benign
0,6,0,136,1.0,0.0,benign,benign
0,6,0,599,0.9574698460580805,0.04253015394191862,benign,benign
0,6,0,368,0.9984363240245593,0.0015636759754406814,benign,benign
0,6,0,202,1.0,0.0,benign,benign
0,6,0,693,1.0,0.0,benign,benign
0,6,0,373,1.0,0.0,benign,benign
0,6,0,29,0.9984363240245593,0.0015636759754406814,benign,benign
0,6,0,388,1.0,0.0,benign,benign
0,6,0,35,1.0,0.0,benign,benign
0,6,0,13,1.0,0.0,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
0,6,0,613,0.9837888528138535,0.016211147186147173,benign,benign
0,6,0,554,1.0,0.0,benign,benign
0,6,0,378,0.9890539782057038,0.01094602179429765,benign,benign
0,6,0,566,1.0,0.0,benign,benign
0,6,0,130,0.9907220383102733,0.009277961689726399,benign,benign
0,6,0,355,0.9898181818181833,0.010181818181818176,benign,benign
0,6,0,244,1.0,0.0,benign,benign
0,6,0,507,0.6540513527408228,0.3459486472591753,benign,benign
0,6,0,422,0.838511938714879,0.16148806128511992,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
0,6,0,265,0.9879161775044125,0.012083822495587206,benign,benign
0,6,0,11,1.0,0.0,benign,benign
0,6,0,576,1.0,0.0,benign,benign
0,6,0,243,0.5524132575027274,0.44758674249727154,benign,benign
0,6,0,474,1.0,0.0,benign,benign
0,6,0,663,0.9984363240245593,0.0015636759754406814,benign,benign
0,6,0,108,0.9993846153846153,0.0006153846153846154,benign,benign
0,6,0,192,1.0,0.0,benign,benign
0,6,0,548,1.0,0.0,benign,benign
0,6,0,553,0.40444628725248044,0.5955537127475196,malignant,benign
0,6,0,445,1.0,0.0,benign,benign
0,6,0,310,0.9898181818181833,0.010181818181818176,benign,benign
0,6,0,87,0.0015,0.9985000000000003,malignant,malignant
0,6,0,25,0.5482351658739403,0.4517648341260588,benign,malignant
0,6,0,299,0.5489150793650754,0.45108492063492334,benign,malignant
0,6,0,574,0.003172375755442117,0.9968276242445577,malignant,malignant
0,6,0,56,0.015766276058038053,0.984233723941963,malignant,malignant
0,6,0,272,0.07704186988061687,0.9229581301193862,malignant,malignant
0,6,0,59,0.3689692744879426,0.631030725512056,malignant,malignant
0,6,0,186,0.03152614776527818,0.9684738522347214,malignant,malignant
0,6,0,190,0.0,1.0,malignant,malignant
0,6,0,122,0.0,1.0,malignant,malignant
0,6,0,353,0.0116959706959707,0.9883040293040293,malignant,malignant
0,6,0,670,0.03237618064620352,0.9676238193537962,malignant,malignant
0,6,0,5,0.0,1.0,malignant,malignant
0,6,0,60,0.7303211177711182,0.26967888222888325,benign,malignant
0,6,0,12,0.8289167006196407,0.17108329938035804,benign,malignant
0,6,0,356,0.763018201732908,0.23698179826709326,benign,malignant
0,6,0,109,0.12720889959340037,0.8727911004066037,malignant,malignant
0,6,0,124,0.016815623265623265,0.9831843767343765,malignant,malignant
0,6,0,696,0.08993139034878167,0.9100686096512193,malignant,malignant
0,6,0,152,0.0004615384615384616,0.9995384615384615,malignant,malignant
0,6,0,173,0.00032051282051282046,0.9996794871794872,malignant,malignant
0,6,0,211,0.0036030986557302343,0.9963969013442697,malignant,malignant
0,6,0,590,0.09526472368211501,0.9047352763178861,malignant,malignant
0,6,0,636,0.0016885407498679807,0.9983114592501319,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
0,7,0,470,0.9998571428571429,0.00014285714285714284,benign,benign
0,7,0,352,0.40105299884901546,0.5989470011509849,malignant,benign
0,7,0,620,1.0,0.0,benign,benign
0,7,0,496,1.0,0.0,benign,benign
0,7,0,332,0.9995376344086021,0.00046236559139784943,benign,benign
0,7,0,508,1.0,0.0,benign,benign
0,7,0,163,0.9963333333333335,0.0036666666666666666,benign,benign
0,7,0,197,0.9977761258349496,0.0022238741650506353,benign,benign
0,7,0,69,0.9998709677419355,0.00012903225806451613,benign,benign
0,7,0,666,0.998,0.002,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
0,7,0,625,0.5839379575904154,0.41606204240958244,benign,benign
0,7,0,80,0.8430475113122192,0.15695248868778303,benign,benign
0,7,0,315,0.092022416730157,0.9079775832698413,malignant,benign
0,7,0,220,1.0,0.0,benign,benign
0,7,0,22,1.0,0.0,benign,benign
0,7,0,196,0.03314819571553317,0.9668518042844666,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
0,7,0,486,0.9998571428571429,0.00014285714285714284,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
0,7,0,505,0.9941813725490188,0.005818627450980388,benign,benign
0,7,0,652,0.9995376344086021,0.00046236559139784943,benign,benign
0,7,0,417,1.0,0.0,benign,benign
0,7,0,650,0.6969973693539026,0.3030026306460945,benign,benign
0,7,0,480,0.9998571428571429,0.00014285714285714284,benign,benign
0,7,0,70,0.9889925691838704,0.011007430816129508,benign,benign
0,7,0,477,1.0,0.0,benign,benign
0,7,0,675,0.9858118760828317,0.014188123917168552,benign,benign
0,7,0,646,1.0,0.0,benign,benign
0,7,0,689,0.998,0.002,benign,benign
0,7,0,555,0.6970466000112387,0.3029533999887591,benign,benign
0,7,0,238,0.00016666666666666666,0.9998333333333332,malignant,malignant
0,7,0,167,0.0186718124496762,0.9813281875503242,malignant,malignant
0,7,0,239,0.031146898105708174,0.9688531018942924,malignant,malignant
0,7,0,210,0.0,1.0,malignant,malignant
0,7,0,568,0.013948024081181983,0.986051975918818,malignant,malignant
0,7,0,581,0.005090909090909091,0.9949090909090907,malignant,malignant
0,7,0,571,0.0,1.0,malignant,malignant
0,7,0,284,0.00937871794871795,0.9906212820512822,malignant,malignant
0,7,0,266,0.00016666666666666666,0.9998333333333334,malignant,malignant
0,7,0,479,0.00015384615384615385,0.9998461538461538,malignant,malignant
0,7,0,361,0.030306599730193083,0.9696934002698075,malignant,malignant
0,7,0,489,0.5468729426114314,0.4531270573885683,benign,malignant
0,7,0,236,0.0,1.0,malignant,malignant
0,7,0,455,0.6773036437246933,0.32269635627530446,benign,malignant
0,7,0,523,0.0,1.0,malignant,malignant
0,7,0,149,0.0,1.0,malignant,malignant
0,7,0,546,0.005994755244755244,0.9940052447552447,malignant,malignant
0,7,0,15,0.47215730654756516,0.5278426934524354,malignant,malignant
0,7,0,21,0.00536891323330952,0.9946310867666903,malignant,malignant
0,7,0,71,0.2922251381709164,0.7077748618290838,malignant,malignant
0,7,0,221,0.0004205128205128205,0.9995794871794872,malignant,malignant
0,7,0,349,0.446203901198558,0.5537960988014436,malignant,malignant
0,7,0,483,0.0,1.0,malignant,malignant
0,7,0,466,0.0,1.0,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
0,8,0,662,0.9992905582922824,0.0007094417077175698,benign,benign
0,8,0,452,0.9998333333333332,0.00016666666666666666,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
0,8,0,531,0.9989047619047621,0.001095238095238095,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
0,8,0,472,0.9255380952380913,0.0744619047619048,benign,benign
0,8,0,135,0.9772215686274521,0.022778431372549018,benign,benign
0,8,0,631,1.0,0.0,benign,benign
0,8,0,252,0.19329265825334005,0.8067073417466626,malignant,benign
0,8,0,78,0.997609523809524,0.0023904761904761907,benign,benign
0,8,0,682,1.0,0.0,benign,benign
0,8,0,342,1.0,0.0,benign,benign
0,8,0,640,0.9989156862745098,0.001084313725490196,benign,benign
0,8,0,162,1.0,0.0,benign,benign
0,8,0,644,1.0,0.0,benign,benign
0,8,0,319,0.1661004132464356,0.8338995867535655,malignant,benign
0,8,0,673,0.9539192307692319,0.046080769230769175,benign,benign
0,8,0,83,0.8995076923076907,0.10049230769230759,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
0,8,0,497,0.9989047619047621,0.001095238095238095,benign,benign
0,8,0,607,1.0,0.0,benign,benign
0,8,0,114,0.8839820875203236,0.1160179124796771,benign,benign
0,8,0,369,0.9992905582922824,0.0007094417077175698,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
0,8,0,145,0.9701905582922826,0.029809441707717568,benign,benign
0,8,0,133,1.0,0.0,benign,benign
0,8,0,584,0.9894156862745109,0.01058431372549019,benign,benign
0,8,0,602,1.0,0.0,benign,benign
0,8,0,677,1.0,0.0,benign,benign
0,8,0,506,0.05456447290314565,0.9454355270968547,malignant,malignant
0,8,0,179,0.21377706290098,0.7862229370990226,malignant,malignant
0,8,0,117,0.0013333333333333333,0.9986666666666668,malignant,malignant
0,8,0,283,0.010573725981620716,0.9894262740183793,malignant,malignant
0,8,0,104,0.0023952380952380957,0.9976047619047621,malignant,malignant
0,8,0,263,0.003616703471966629,0.9963832965280336,malignant,malignant
0,8,0,482,0.0010522875816993465,0.9989477124183006,malignant,malignant
0,8,0,416,0.008166666666666671,0.9918333333333339,malignant,malignant
0,8,0,522,0.06532431194760592,0.9346756880523943,malignant,malignant
0,8,0,603,0.5568013030627125,0.4431986969372869,benign,malignant
0,8,0,427,0.004314177489177489,0.9956858225108226,malignant,malignant
0,8,0,101,0.3789989970585639,0.621001002941438,malignant,malignant
0,8,0,230,0.13212639216088218,0.8678736078391193,malignant,malignant
0,8,0,425,0.0,1.0,malignant,malignant
0,8,0,39,0.14469046644827044,0.8553095335517317,malignant,malignant
0,8,0,691,0.3590663921162073,0.6409336078837956,malignant,malignant
0,8,0,316,0.17746495741101032,0.8225350425889921,malignant,malignant
0,8,0,330,0.03183811616884034,0.9681618838311605,malignant,malignant
0,8,0,360,0.00014285714285714284,0.9998571428571429,malignant,malignant
0,8,0,107,0.0013333333333333333,0.9986666666666668,malignant,malignant
0,8,0,412,0.001965011366865587,0.9980349886331343,malignant,malignant
0,8,0,65,0.7913996867167928,0.20860031328320772,benign,malignant
0,8,0,214,0.0,1.0,malignant,malignant
0,8,0,146,0.3155485061639731,0.6844514938360305,malignant,malignant
0,8,0,320,0.028613777888777836,0.9713862221112203,malignant,malignant
0,9,0,37,0.8332114534072762,0.16678854659272663,benign,benign
0,9,0,397,1.0,0.0,benign,benign
0,9,0,619,1.0,0.0,benign,benign
0,9,0,408,0.9355655171797633,0.06443448282024124,benign,benign
0,9,0,347,0.9242398190045248,0.0757601809954751,benign,benign
0,9,0,1,0.1513750152724144,0.8486249847275855,malignant,benign
0,9,0,212,1.0,0.0,benign,benign
0,9,0,406,1.0,0.0,benign,benign
0,9,0,3,0.20564744808854712,0.7943525519114529,malignant,benign
0,9,0,45,1.0,0.0,benign,benign
0,9,0,460,0.9989890109890112,0.0010109890109890108,benign,benign
0,9,0,189,0.9476552768273603,0.052344723172639496,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
0,9,0,597,0.9796329235188485,0.020367076481151793,benign,benign
0,9,0,543,1.0,0.0,benign,benign
0,9,0,129,0.9898181818181833,0.010181818181818176,benign,benign
0,9,0,297,0.3987754421824408,0.6012245578175587,malignant,benign
0,9,0,458,1.0,0.0,benign,benign
0,9,0,28,1.0,0.0,benign,benign
0,9,0,637,0.9445912117364408,0.05540878826355881,benign,benign
0,9,0,558,1.0,0.0,benign,benign
0,9,0,617,0.9974547619047617,0.002545238095238096,benign,benign
0,9,0,492,0.9998666666666667,0.00013333333333333334,benign,benign
0,9,0,504,1.0,0.0,benign,benign
0,9,0,309,0.6690641861062923,0.3309358138937077,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
0,9,0,630,0.857060762309709,0.14293923769029318,benign,benign
0,9,0,110,0.5865982800824892,0.41340171991751085,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
0,9,0,444,0.9874976689976707,0.012502331002330993,benign,benign
0,9,0,134,0.9898181818181833,0.010181818181818176,benign,benign
0,9,0,413,1.0,0.0,benign,benign
0,9,0,33,1.0,0.0,benign,benign
0,9,0,294,0.997065873015873,0.002934126984126985,benign,benign
0,9,0,102,1.0,0.0,benign,benign
0,9,0,314,1.0,0.0,benign,benign
0,9,0,200,0.0006904761904761904,0.9993095238095239,malignant,malignant
0,9,0,570,0.06488690439994778,0.9351130956000504,malignant,malignant
0,9,0,514,0.0013333333333333333,0.9986666666666668,malignant,malignant
0,9,0,142,0.02485138487243746,0.9751486151275647,malignant,malignant
0,9,0,586,0.0,1.0,malignant,malignant
0,9,0,588,0.03615918959557067,0.9638408104044294,malignant,malignant
0,9,0,515,0.0027031215161649937,0.9972968784838351,malignant,malignant
0,9,0,592,0.08382197284027951,0.9161780271597204,malignant,malignant
0,9,0,226,0.00019047619047619045,0.9998095238095238,malignant,malignant
0,9,0,604,0.22713862222116993,0.7728613777788292,malignant,malignant
0,9,0,105,0.7929754505018507,0.20702454949815388,benign,malignant
0,9,0,264,0.05415348875336086,0.9458465112466389,malignant,malignant
0,9,0,231,0.16589868345448833,0.8341013165455116,malignant,malignant
0,9,0,43,0.6735148865713056,0.3264851134286972,benign,malignant
0,9,0,449,0.0,1.0,malignant,malignant
0,9,0,491,0.04286652661064421,0.9571334733893563,malignant,malignant
0,9,0,74,0.095724552227958,0.9042754477720426,malignant,malignant
0,9,0,367,0.0,1.0,malignant,malignant
0,9,0,467,0.0443665266106442,0.9556334733893564,malignant,malignant
0,9,0,62,0.009059829059829055,0.9909401709401707,malignant,malignant
0,9,0,58,0.5059024841679942,0.4940975158320059,benign,malignant
0,9,0,333,0.019645593096124795,0.9803544069038753,malignant,malignant
0,9,0,126,0.0017093486223921004,0.998290651377608,malignant,malignant
0,9,0,549,0.01942070674423615,0.9805792932557634,malignant,malignant