% Python_3.6.4. % Sklearn_0.19.1. % NumPy_1.14.1. % SciPy_1.0.0. % Fri Mar 30 20:20:04 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 0,0,0,8,0.9623283549783552,0.037671645021645016,benign,benign 0,0,0,148,0.6152007030007026,0.3847992969992968,benign,benign 0,0,0,180,0.999642572707637,0.0003574272923631604,benign,benign 0,0,0,415,0.6430256836845075,0.3569743163154926,benign,benign 0,0,0,500,0.9652834443334449,0.03471655566655566,benign,benign 0,0,0,131,1.0,0.0,benign,benign 0,0,0,156,0.9997999999999999,0.0002,benign,benign 0,0,0,545,1.0,0.0,benign,benign 0,0,0,595,1.0,0.0,benign,benign 0,0,0,259,0.14953505938505957,0.8504649406149402,malignant,benign 0,0,0,433,0.9977115244417416,0.0022884755582581674,benign,benign 0,0,0,426,0.7483653762903765,0.2516346237096239,benign,benign 0,0,0,322,1.0,0.0,benign,benign 0,0,0,616,1.0,0.0,benign,benign 0,0,0,219,0.943608907388908,0.05639109261109263,benign,benign 0,0,0,618,0.9999487179487179,5.128205128205128e-05,benign,benign 0,0,0,287,0.9995833333333334,0.00041666666666666664,benign,benign 0,0,0,528,0.9596865408665413,0.040313459133459136,benign,benign 0,0,0,649,1.0,0.0,benign,benign 0,0,0,538,0.9999487179487179,5.128205128205128e-05,benign,benign 0,0,0,343,1.0,0.0,benign,benign 0,0,0,48,0.9907059395038036,0.009294060496196046,benign,benign 0,0,0,695,1.0,0.0,benign,benign 0,0,0,441,0.7892767900584784,0.21072320994152227,benign,benign 0,0,0,393,0.9997070888366693,0.0002929111633309024,benign,benign 0,0,0,275,0.9829013260813263,0.017098673918673913,benign,benign 0,0,0,464,1.0,0.0,benign,benign 0,0,0,290,1.0,0.0,benign,benign 0,0,0,687,0.9691209790209795,0.03087902097902098,benign,benign 0,0,0,542,0.9623361824450061,0.037663817554994025,benign,benign 0,0,0,376,1.0,0.0,benign,benign 0,0,0,462,0.9767435468637645,0.02325645313623574,benign,benign 0,0,0,97,0.999909090909091,9.090909090909092e-05,benign,benign 0,0,0,94,1.0,0.0,benign,benign 0,0,0,77,0.9531634607222843,0.04683653927771575,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 0,0,0,138,0.9999487179487179,5.128205128205128e-05,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 0,0,0,624,0.9905102532726856,0.009489746727314176,benign,benign 0,0,0,334,0.00932113997113997,0.9906788600288599,malignant,malignant 0,0,0,414,0.0050320346320346316,0.9949679653679653,malignant,malignant 0,0,0,54,0.020325829725829716,0.9796741702741699,malignant,malignant 0,0,0,339,0.03128036963036963,0.9687196303696302,malignant,malignant 0,0,0,357,0.0,1.0,malignant,malignant 0,0,0,123,0.07649034299034296,0.923509657009657,malignant,malignant 0,0,0,292,0.10906883671883673,0.8909311632811621,malignant,malignant 0,0,0,50,0.3192891414141412,0.6807108585858579,malignant,malignant 0,0,0,160,0.00018181818181818183,0.9998181818181817,malignant,malignant 0,0,0,215,0.008162481962481961,0.991837518037518,malignant,malignant 0,0,0,213,0.0,1.0,malignant,malignant 0,0,0,293,0.14410240870240873,0.8558975912975907,malignant,malignant 0,0,0,41,0.2820549173049172,0.7179450826950824,malignant,malignant 0,0,0,488,0.3877512543012545,0.6122487456987454,malignant,malignant 0,0,0,668,0.20607324897324894,0.7939267510267503,malignant,malignant 0,0,0,530,0.1026419136419137,0.8973580863580863,malignant,malignant 0,0,0,46,0.08033722388722389,0.919662776112776,malignant,malignant 0,0,0,223,0.018862265512265504,0.9811377344877342,malignant,malignant 0,0,0,227,0.018908874458874462,0.9810911255411255,malignant,malignant 0,0,0,680,0.0,1.0,malignant,malignant 0,0,0,63,0.5857039904539904,0.4142960095460094,benign,malignant 0,0,0,128,0.1509869408369408,0.8490130591630577,malignant,malignant 0,0,0,493,0.0009523809523809524,0.999047619047619,malignant,malignant 0,0,0,285,0.0,1.0,malignant,malignant 0,1,0,561,0.999909090909091,9.090909090909092e-05,benign,benign 0,1,0,521,0.9991527777777778,0.0008472222222222222,benign,benign 0,1,0,419,0.9283830447330444,0.07161695526695527,benign,benign 0,1,0,485,0.9806282171358223,0.01937178286417745,benign,benign 0,1,0,647,0.9963675791536203,0.003632420846379656,benign,benign 0,1,0,82,0.9972725829725831,0.002727417027417027,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 0,1,0,389,0.9728358225108228,0.027164177489177495,benign,benign 0,1,0,176,1.0,0.0,benign,benign 0,1,0,434,0.05349877344877345,0.946501226551226,malignant,benign 0,1,0,556,0.9911359068253716,0.008864093174628345,benign,benign 0,1,0,495,0.999074063113528,0.0009259368864720556,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 0,1,0,185,0.9993957005404285,0.0006042994595714706,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 0,1,0,61,1.0,0.0,benign,benign 0,1,0,430,0.9949056776556776,0.005094322344322344,benign,benign 0,1,0,66,1.0,0.0,benign,benign 0,1,0,651,0.9867224122432359,0.013277587756763957,benign,benign 0,1,0,154,1.0,0.0,benign,benign 0,1,0,153,0.9778023100308703,0.022197689969129592,benign,benign 0,1,0,532,0.9993957005404285,0.0006042994595714706,benign,benign 0,1,0,639,0.9973662471522884,0.002633752847711657,benign,benign 0,1,0,573,1.0,0.0,benign,benign 0,1,0,420,0.9588525372695686,0.04114746273043149,benign,benign 0,1,0,9,1.0,0.0,benign,benign 0,1,0,321,0.9900125204087277,0.00998747959127216,benign,benign 0,1,0,258,1.0,0.0,benign,benign 0,1,0,4,0.9834098923959337,0.01659010760406641,benign,benign 0,1,0,19,0.9929900217429628,0.007009978257037081,benign,benign 0,1,0,217,1.0,0.0,benign,benign 0,1,0,362,0.9352259688883523,0.06477403111164717,benign,benign 0,1,0,475,1.0,0.0,benign,benign 0,1,0,476,0.9998888888888889,0.0001111111111111111,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 0,1,0,40,0.05872839382839382,0.9412716061716054,malignant,benign 0,1,0,409,1.0,0.0,benign,benign 0,1,0,305,0.03838330003330004,0.9616166999667,malignant,malignant 0,1,0,267,0.14973024475524474,0.8502697552447546,malignant,malignant 0,1,0,565,0.00036363636363636367,0.9996363636363637,malignant,malignant 0,1,0,340,0.169370190920191,0.83062980907981,malignant,malignant 0,1,0,268,0.01937099567099567,0.9806290043290038,malignant,malignant 0,1,0,633,0.06690079365079366,0.9330992063492052,malignant,malignant 0,1,0,175,0.0020326839826839828,0.9979673160173159,malignant,malignant 0,1,0,260,0.001,0.999,malignant,malignant 0,1,0,218,0.015991269841269844,0.98400873015873,malignant,malignant 0,1,0,312,0.13319956709956726,0.8668004329004318,malignant,malignant 0,1,0,328,0.22615553890553877,0.7738444610944608,malignant,malignant 0,1,0,224,0.0029256854256854248,0.9970743145743146,malignant,malignant 0,1,0,112,0.19645587842109602,0.8035441215789051,malignant,malignant 0,1,0,302,0.0,1.0,malignant,malignant 0,1,0,55,0.04825569985569988,0.9517443001442999,malignant,malignant 0,1,0,151,0.12689165834165844,0.8731083416583421,malignant,malignant 0,1,0,166,0.08490521700521697,0.9150947829947832,malignant,malignant 0,1,0,20,0.166218723089776,0.833781276910225,malignant,malignant 0,1,0,205,0.0,1.0,malignant,malignant 0,1,0,103,0.525619355567034,0.474380644432966,benign,malignant 0,1,0,289,0.021204834054834042,0.978795165945166,malignant,malignant 0,1,0,582,0.00959011544011544,0.9904098845598844,malignant,malignant 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