% Python_3.6.4.
% Sklearn_0.19.1.
% NumPy_1.14.1.
% SciPy_1.0.0.
% Fri Mar 30 20:19:38 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
0,0,0,8,0.9725,0.0275,benign,benign
0,0,0,148,0.6891999999999998,0.3108,benign,benign
0,0,0,180,1.0,0.0,benign,benign
0,0,0,415,0.4969999999999998,0.5030000000000002,malignant,benign
0,0,0,500,1.0,0.0,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
0,0,0,259,0.1144285714285715,0.8855714285714278,malignant,benign
0,0,0,433,1.0,0.0,benign,benign
0,0,0,426,0.9725714285714291,0.02742857142857145,benign,benign
0,0,0,322,1.0,0.0,benign,benign
0,0,0,616,1.0,0.0,benign,benign
0,0,0,219,1.0,0.0,benign,benign
0,0,0,618,1.0,0.0,benign,benign
0,0,0,287,1.0,0.0,benign,benign
0,0,0,528,1.0,0.0,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
0,0,0,48,1.0,0.0,benign,benign
0,0,0,695,1.0,0.0,benign,benign
0,0,0,441,0.9857904761904763,0.014209523809523809,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
0,0,0,687,1.0,0.0,benign,benign
0,0,0,542,1.0,0.0,benign,benign
0,0,0,376,1.0,0.0,benign,benign
0,0,0,462,1.0,0.0,benign,benign
0,0,0,97,1.0,0.0,benign,benign
0,0,0,94,1.0,0.0,benign,benign
0,0,0,77,1.0,0.0,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
0,0,0,334,0.0,1.0,malignant,malignant
0,0,0,414,0.0,1.0,malignant,malignant
0,0,0,54,0.158,0.842,malignant,malignant
0,0,0,339,0.0,1.0,malignant,malignant
0,0,0,357,0.0,1.0,malignant,malignant
0,0,0,123,0.09966666666666665,0.9003333333333333,malignant,malignant
0,0,0,292,0.06880000000000001,0.9311999999999998,malignant,malignant
0,0,0,50,0.18446666666666656,0.8155333333333327,malignant,malignant
0,0,0,160,0.0,1.0,malignant,malignant
0,0,0,215,0.0,1.0,malignant,malignant
0,0,0,213,0.0,1.0,malignant,malignant
0,0,0,293,0.2545000000000005,0.7454999999999989,malignant,malignant
0,0,0,41,0.1535904761904763,0.8464095238095241,malignant,malignant
0,0,0,488,0.05367619047619046,0.94632380952381,malignant,malignant
0,0,0,668,0.02312380952380952,0.9768761904761902,malignant,malignant
0,0,0,530,0.03193333333333334,0.9680666666666667,malignant,malignant
0,0,0,46,0.004,0.996,malignant,malignant
0,0,0,223,0.0,1.0,malignant,malignant
0,0,0,227,0.0,1.0,malignant,malignant
0,0,0,680,0.0,1.0,malignant,malignant
0,0,0,63,0.8872380952380956,0.11276190476190469,benign,malignant
0,0,0,128,0.0008,0.9992000000000001,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
0,1,0,521,1.0,0.0,benign,benign
0,1,0,419,1.0,0.0,benign,benign
0,1,0,485,0.9733,0.026699999999999998,benign,benign
0,1,0,647,1.0,0.0,benign,benign
0,1,0,82,1.0,0.0,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
0,1,0,389,1.0,0.0,benign,benign
0,1,0,176,1.0,0.0,benign,benign
0,1,0,434,0.005476190476190476,0.9945238095238094,malignant,benign
0,1,0,556,1.0,0.0,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
0,1,0,61,1.0,0.0,benign,benign
0,1,0,430,1.0,0.0,benign,benign
0,1,0,66,1.0,0.0,benign,benign
0,1,0,651,1.0,0.0,benign,benign
0,1,0,154,1.0,0.0,benign,benign
0,1,0,153,0.9962666666666665,0.003733333333333333,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
0,1,0,420,0.9775,0.0225,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
0,1,0,4,1.0,0.0,benign,benign
0,1,0,19,1.0,0.0,benign,benign
0,1,0,217,1.0,0.0,benign,benign
0,1,0,362,1.0,0.0,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
0,1,0,40,0.6,0.4,benign,benign
0,1,0,409,1.0,0.0,benign,benign
0,1,0,305,0.0,1.0,malignant,malignant
0,1,0,267,0.001,0.9989999999999999,malignant,malignant
0,1,0,565,0.0,1.0,malignant,malignant
0,1,0,340,0.014666666666666661,0.9853333333333336,malignant,malignant
0,1,0,268,0.0,1.0,malignant,malignant
0,1,0,633,0.005,0.995,malignant,malignant
0,1,0,175,0.0,1.0,malignant,malignant
0,1,0,260,0.0,1.0,malignant,malignant
0,1,0,218,0.004,0.996,malignant,malignant
0,1,0,312,0.021200000000000004,0.9788000000000001,malignant,malignant
0,1,0,328,0.011999999999999997,0.9880000000000001,malignant,malignant
0,1,0,224,0.0,1.0,malignant,malignant
0,1,0,112,0.17413333333333333,0.8258666666666686,malignant,malignant
0,1,0,302,0.0,1.0,malignant,malignant
0,1,0,55,0.0,1.0,malignant,malignant
0,1,0,151,0.013999999999999995,0.9860000000000002,malignant,malignant
0,1,0,166,0.061799999999999994,0.9382,malignant,malignant
0,1,0,20,0.28043809523809493,0.7195619047619058,malignant,malignant
0,1,0,205,0.0,1.0,malignant,malignant
0,1,0,103,0.766533333333334,0.23346666666666693,benign,malignant
0,1,0,289,0.029,0.971,malignant,malignant
0,1,0,582,0.0,1.0,malignant,malignant
0,1,0,457,0.0,1.0,malignant,malignant
0,1,0,594,0.0,1.0,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
0,2,0,404,1.0,0.0,benign,benign
0,2,0,403,1.0,0.0,benign,benign
0,2,0,547,1.0,0.0,benign,benign
0,2,0,540,1.0,0.0,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
0,2,0,567,0.911485714285717,0.08851428571428588,benign,benign
0,2,0,468,1.0,0.0,benign,benign
0,2,0,178,1.0,0.0,benign,benign
0,2,0,394,1.0,0.0,benign,benign
0,2,0,92,1.0,0.0,benign,benign
0,2,0,137,1.0,0.0,benign,benign
0,2,0,240,1.0,0.0,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
0,2,0,461,0.9708857142857125,0.029114285714285686,benign,benign
0,2,0,139,0.9292000000000028,0.07079999999999993,benign,benign
0,2,0,678,1.0,0.0,benign,benign
0,2,0,622,0.3739047619047616,0.6260952380952407,malignant,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
0,2,0,100,0.2066095238095252,0.7933904761904795,malignant,malignant
0,2,0,344,0.001,0.999,malignant,malignant
0,2,0,608,0.011066666666666667,0.9889333333333332,malignant,malignant
0,2,0,288,0.11026666666666657,0.8897333333333337,malignant,malignant
0,2,0,42,0.0,1.0,malignant,malignant
0,2,0,658,0.11533333333333359,0.8846666666666682,malignant,malignant
0,2,0,111,0.12566666666666698,0.8743333333333355,malignant,malignant
0,2,0,348,0.7508333333333332,0.2491666666666668,benign,malignant
0,2,0,237,0.0016,0.9984000000000001,malignant,malignant
0,2,0,358,0.0,1.0,malignant,malignant
0,2,0,391,0.0,1.0,malignant,malignant
0,2,0,435,0.03133333333333335,0.9686666666666672,malignant,malignant
0,2,0,191,0.0,1.0,malignant,malignant
0,2,0,336,0.11,0.89,malignant,malignant
0,2,0,51,0.4336380952380927,0.5663619047619071,malignant,malignant
0,2,0,14,0.0,1.0,malignant,malignant
0,2,0,174,0.0,1.0,malignant,malignant
0,2,0,421,0.11533333333333359,0.8846666666666682,malignant,malignant
0,2,0,262,0.0,1.0,malignant,malignant
0,2,0,99,0.0002857142857142857,0.9997142857142858,malignant,malignant
0,2,0,270,0.03721904761904757,0.9627809523809535,malignant,malignant
0,2,0,132,0.003466666666666667,0.9965333333333334,malignant,malignant
0,2,0,251,0.016285714285714285,0.9837142857142858,malignant,malignant
0,2,0,233,0.0026666666666666666,0.9973333333333334,malignant,malignant
0,3,0,654,1.0,0.0,benign,benign
0,3,0,657,0.5338428571428565,0.4661571428571433,benign,benign
0,3,0,645,1.0,0.0,benign,benign
0,3,0,248,0.5204571428571431,0.479542857142857,benign,benign
0,3,0,296,0.3547761904761921,0.6452238095238098,malignant,benign
0,3,0,494,0.7410476190476165,0.2589523809523815,benign,benign
0,3,0,164,0.9982857142857142,0.0017142857142857142,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
0,3,0,471,1.0,0.0,benign,benign
0,3,0,249,1.0,0.0,benign,benign
0,3,0,387,0.9569190476190476,0.043080952380952386,benign,benign
0,3,0,399,1.0,0.0,benign,benign
0,3,0,351,1.0,0.0,benign,benign
0,3,0,469,1.0,0.0,benign,benign
0,3,0,481,0.9945714285714287,0.0054285714285714284,benign,benign
0,3,0,327,1.0,0.0,benign,benign
0,3,0,235,1.0,0.0,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
0,3,0,385,0.9565,0.0435,benign,benign
0,3,0,536,1.0,0.0,benign,benign
0,3,0,335,1.0,0.0,benign,benign
0,3,0,318,1.0,0.0,benign,benign
0,3,0,144,1.0,0.0,benign,benign
0,3,0,539,1.0,0.0,benign,benign
0,3,0,537,1.0,0.0,benign,benign
0,3,0,628,1.0,0.0,benign,benign
0,3,0,325,1.0,0.0,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
0,3,0,664,1.0,0.0,benign,benign
0,3,0,150,1.0,0.0,benign,benign
0,3,0,443,1.0,0.0,benign,benign
0,3,0,116,0.2653333333333334,0.7346666666666675,malignant,benign
0,3,0,513,1.0,0.0,benign,benign
0,3,0,428,1.0,0.0,benign,benign
0,3,0,115,0.8754285714285672,0.12457142857142842,benign,benign
0,3,0,10,1.0,0.0,benign,benign
0,3,0,201,0.0,1.0,malignant,malignant
0,3,0,52,0.017000000000000008,0.982999999999999,malignant,malignant
0,3,0,386,0.0,1.0,malignant,malignant
0,3,0,436,0.08752380952380949,0.9124761904761896,malignant,malignant
0,3,0,177,0.005142857142857143,0.9948571428571429,malignant,malignant
0,3,0,155,0.1799761904761907,0.8200238095238105,malignant,malignant
0,3,0,317,0.002,0.998,malignant,malignant
0,3,0,113,0.197,0.803,malignant,malignant
0,3,0,611,0.010571428571428572,0.9894285714285714,malignant,malignant
0,3,0,300,0.06385714285714283,0.9361428571428559,malignant,malignant
0,3,0,465,0.0,1.0,malignant,malignant
0,3,0,183,0.0,1.0,malignant,malignant
0,3,0,626,0.0136,0.9863999999999999,malignant,malignant
0,3,0,610,0.0,1.0,malignant,malignant
0,3,0,323,0.017219047619047627,0.9827809523809528,malignant,malignant
0,3,0,36,0.0008571428571428571,0.9991428571428571,malignant,malignant
0,3,0,612,0.0,1.0,malignant,malignant
0,3,0,279,0.0,1.0,malignant,malignant
0,3,0,591,0.0,1.0,malignant,malignant
0,3,0,261,0.0,1.0,malignant,malignant
0,3,0,254,0.02866666666666668,0.9713333333333338,malignant,malignant
0,3,0,159,0.0,1.0,malignant,malignant
0,3,0,206,0.0,1.0,malignant,malignant
0,3,0,286,0.001714285714285714,0.9982857142857141,malignant,malignant
0,4,0,641,1.0,0.0,benign,benign
0,4,0,585,1.0,0.0,benign,benign
0,4,0,635,0.9796666666666657,0.020333333333333328,benign,benign
0,4,0,298,0.10004761904761907,0.8999523809523815,malignant,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
0,4,0,147,1.0,0.0,benign,benign
0,4,0,423,1.0,0.0,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
0,4,0,119,1.0,0.0,benign,benign
0,4,0,579,1.0,0.0,benign,benign
0,4,0,459,1.0,0.0,benign,benign
0,4,0,363,0.8379142857142855,0.16208571428571428,benign,benign
0,4,0,6,0.034,0.966,malignant,benign
0,4,0,76,0.9796666666666657,0.020333333333333328,benign,benign
0,4,0,26,1.0,0.0,benign,benign
0,4,0,72,0.9991428571428571,0.0008571428571428571,benign,benign
0,4,0,694,1.0,0.0,benign,benign
0,4,0,544,1.0,0.0,benign,benign
0,4,0,346,0.998,0.002,benign,benign
0,4,0,396,1.0,0.0,benign,benign
0,4,0,690,1.0,0.0,benign,benign
0,4,0,182,1.0,0.0,benign,benign
0,4,0,438,1.0,0.0,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
0,4,0,450,0.9966666666666668,0.003333333333333333,benign,benign
0,4,0,660,1.0,0.0,benign,benign
0,4,0,667,1.0,0.0,benign,benign
0,4,0,402,0.9991428571428571,0.0008571428571428571,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
0,4,0,370,1.0,0.0,benign,benign
0,4,0,234,0.9924571428571429,0.007542857142857143,benign,benign
0,4,0,207,1.0,0.0,benign,benign
0,4,0,671,1.0,0.0,benign,benign
0,4,0,295,0.0,1.0,malignant,malignant
0,4,0,57,0.23366666666666644,0.7663333333333338,malignant,malignant
0,4,0,38,0.7113285714285714,0.2886714285714285,benign,malignant
0,4,0,273,0.9762666666666656,0.023733333333333325,benign,malignant
0,4,0,308,0.0,1.0,malignant,malignant
0,4,0,23,0.21179047619047633,0.7882095238095239,malignant,malignant
0,4,0,67,0.3807857142857138,0.6192142857142874,malignant,malignant
0,4,0,247,0.018219047619047617,0.9817809523809523,malignant,malignant
0,4,0,698,0.0,1.0,malignant,malignant
0,4,0,68,0.15460000000000002,0.8454,malignant,malignant
0,4,0,282,0.6843666666666666,0.3156333333333331,benign,malignant
0,4,0,381,0.003666666666666667,0.9963333333333332,malignant,malignant
0,4,0,187,0.0,1.0,malignant,malignant
0,4,0,246,0.0,1.0,malignant,malignant
0,4,0,648,0.05982857142857141,0.9401714285714288,malignant,malignant
0,4,0,18,0.028333333333333332,0.9716666666666667,malignant,malignant
0,4,0,188,0.06359999999999999,0.9364000000000001,malignant,malignant
0,4,0,49,0.014666666666666666,0.9853333333333334,malignant,malignant
0,4,0,669,0.0012,0.9987999999999999,malignant,malignant
0,4,0,605,0.0,1.0,malignant,malignant
0,4,0,366,0.0,1.0,malignant,malignant
0,4,0,32,0.0,1.0,malignant,malignant
0,4,0,98,0.0,1.0,malignant,malignant
0,4,0,569,0.0028,0.9972000000000002,malignant,malignant
0,5,0,535,1.0,0.0,benign,benign
0,5,0,575,1.0,0.0,benign,benign
0,5,0,512,1.0,0.0,benign,benign
0,5,0,442,1.0,0.0,benign,benign
0,5,0,165,1.0,0.0,benign,benign
0,5,0,75,0.862,0.13800000000000004,benign,benign
0,5,0,379,0.9967999999999999,0.0032,benign,benign
0,5,0,534,1.0,0.0,benign,benign
0,5,0,158,1.0,0.0,benign,benign
0,5,0,431,0.9944000000000001,0.0056,benign,benign
0,5,0,118,1.0,0.0,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
0,5,0,478,1.0,0.0,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
0,5,0,371,1.0,0.0,benign,benign
0,5,0,454,1.0,0.0,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
0,5,0,627,1.0,0.0,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
0,5,0,331,1.0,0.0,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
0,5,0,232,0.0,1.0,malignant,benign
0,5,0,418,1.0,0.0,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
0,5,0,359,0.17668571428571556,0.8233142857142909,malignant,malignant
0,5,0,106,0.038,0.962,malignant,malignant
0,5,0,456,0.0,1.0,malignant,malignant
0,5,0,44,0.0,1.0,malignant,malignant
0,5,0,329,0.020952380952380945,0.9790476190476181,malignant,malignant
0,5,0,53,0.0005714285714285714,0.9994285714285714,malignant,malignant
0,5,0,86,0.07601428571428571,0.923985714285714,malignant,malignant
0,5,0,73,0.13680000000000087,0.8632000000000051,malignant,malignant
0,5,0,400,0.0,1.0,malignant,malignant
0,5,0,681,0.0,1.0,malignant,malignant
0,5,0,697,0.021,0.979,malignant,malignant
0,5,0,453,0.0005714285714285714,0.9994285714285714,malignant,malignant
0,5,0,440,0.05695238095238101,0.9430476190476177,malignant,malignant
0,5,0,229,0.0,1.0,malignant,malignant
0,5,0,487,0.0,1.0,malignant,malignant
0,5,0,85,0.5844095238095236,0.41559047619047795,benign,malignant
0,5,0,222,1.0,0.0,benign,malignant
0,5,0,519,0.03246666666666662,0.9675333333333324,malignant,malignant
0,5,0,304,0.11653333333333374,0.8834666666666696,malignant,malignant
0,5,0,253,0.0,1.0,malignant,malignant
0,5,0,84,0.0005714285714285714,0.9994285714285714,malignant,malignant
0,5,0,255,0.02790476190476191,0.9720952380952387,malignant,malignant
0,5,0,184,0.0,1.0,malignant,malignant
0,5,0,326,0.574,0.426,benign,malignant
0,6,0,552,1.0,0.0,benign,benign
0,6,0,141,1.0,0.0,benign,benign
0,6,0,143,0.9996666666666666,0.0003333333333333333,benign,benign
0,6,0,429,1.0,0.0,benign,benign
0,6,0,587,1.0,0.0,benign,benign
0,6,0,621,0.992,0.008,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
0,6,0,599,0.9914761904761904,0.008523809523809522,benign,benign
0,6,0,368,1.0,0.0,benign,benign
0,6,0,202,1.0,0.0,benign,benign
0,6,0,693,1.0,0.0,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
0,6,0,13,1.0,0.0,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
0,6,0,613,1.0,0.0,benign,benign
0,6,0,554,1.0,0.0,benign,benign
0,6,0,378,1.0,0.0,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
0,6,0,507,1.0,0.0,benign,benign
0,6,0,422,1.0,0.0,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
0,6,0,265,0.9914761904761904,0.008523809523809522,benign,benign
0,6,0,11,1.0,0.0,benign,benign
0,6,0,576,1.0,0.0,benign,benign
0,6,0,243,0.9059809523809527,0.09401904761904754,benign,benign
0,6,0,474,1.0,0.0,benign,benign
0,6,0,663,1.0,0.0,benign,benign
0,6,0,108,1.0,0.0,benign,benign
0,6,0,192,1.0,0.0,benign,benign
0,6,0,548,1.0,0.0,benign,benign
0,6,0,553,0.7766285714285716,0.22337142857142897,benign,benign
0,6,0,445,1.0,0.0,benign,benign
0,6,0,310,1.0,0.0,benign,benign
0,6,0,87,0.0,1.0,malignant,malignant
0,6,0,25,0.17196666666666668,0.8280333333333343,malignant,malignant
0,6,0,299,0.1643333333333333,0.8356666666666668,malignant,malignant
0,6,0,574,0.0,1.0,malignant,malignant
0,6,0,56,0.025276190476190487,0.97472380952381,malignant,malignant
0,6,0,272,0.0,1.0,malignant,malignant
0,6,0,59,0.029790476190476197,0.9702095238095243,malignant,malignant
0,6,0,186,0.037019047619047625,0.9629809523809529,malignant,malignant
0,6,0,190,0.0,1.0,malignant,malignant
0,6,0,122,0.0,1.0,malignant,malignant
0,6,0,353,0.0006666666666666666,0.9993333333333334,malignant,malignant
0,6,0,670,0.004285714285714285,0.9957142857142858,malignant,malignant
0,6,0,5,0.0,1.0,malignant,malignant
0,6,0,60,0.20699999999999996,0.7930000000000003,malignant,malignant
0,6,0,12,0.892,0.108,benign,malignant
0,6,0,356,1.0,0.0,benign,malignant
0,6,0,109,0.0016,0.9984,malignant,malignant
0,6,0,124,0.7971238095238096,0.20287619047619065,benign,malignant
0,6,0,696,0.008071428571428571,0.9919285714285717,malignant,malignant
0,6,0,152,0.0,1.0,malignant,malignant
0,6,0,173,0.0,1.0,malignant,malignant
0,6,0,211,0.0,1.0,malignant,malignant
0,6,0,590,0.030671428571428568,0.9693285714285717,malignant,malignant
0,6,0,636,0.0,1.0,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
0,7,0,352,0.17894285714285707,0.8210571428571424,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
0,7,0,163,0.9537333333333343,0.04626666666666664,benign,benign
0,7,0,197,1.0,0.0,benign,benign
0,7,0,69,1.0,0.0,benign,benign
0,7,0,666,1.0,0.0,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
0,7,0,625,0.9972571428571428,0.002742857142857143,benign,benign
0,7,0,80,1.0,0.0,benign,benign
0,7,0,315,0.035847619047619045,0.9641523809523804,malignant,benign
0,7,0,220,1.0,0.0,benign,benign
0,7,0,22,1.0,0.0,benign,benign
0,7,0,196,0.007999999999999998,0.992,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
0,7,0,650,0.9966666666666667,0.0033333333333333335,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
0,7,0,675,1.0,0.0,benign,benign
0,7,0,646,1.0,0.0,benign,benign
0,7,0,689,0.9233333333333339,0.07666666666666667,benign,benign
0,7,0,555,0.3860714285714286,0.6139285714285714,malignant,benign
0,7,0,238,0.0,1.0,malignant,malignant
0,7,0,167,0.09031428571428575,0.9096857142857138,malignant,malignant
0,7,0,239,0.007999999999999998,0.992,malignant,malignant
0,7,0,210,0.0,1.0,malignant,malignant
0,7,0,568,0.042095238095238074,0.9579047619047615,malignant,malignant
0,7,0,581,0.0,1.0,malignant,malignant
0,7,0,571,0.0,1.0,malignant,malignant
0,7,0,284,0.003,0.9969999999999999,malignant,malignant
0,7,0,266,0.0005714285714285714,0.9994285714285714,malignant,malignant
0,7,0,479,0.0,1.0,malignant,malignant
0,7,0,361,0.004,0.9959999999999999,malignant,malignant
0,7,0,489,0.42683333333333323,0.5731666666666667,malignant,malignant
0,7,0,236,0.0,1.0,malignant,malignant
0,7,0,455,0.7758333333333344,0.2241666666666662,benign,malignant
0,7,0,523,0.0,1.0,malignant,malignant
0,7,0,149,0.0,1.0,malignant,malignant
0,7,0,546,0.002,0.998,malignant,malignant
0,7,0,15,0.8426,0.1574,benign,malignant
0,7,0,21,0.0,1.0,malignant,malignant
0,7,0,71,0.2716714285714286,0.7283285714285714,malignant,malignant
0,7,0,221,0.0,1.0,malignant,malignant
0,7,0,349,0.5301904761904773,0.46980952380952257,benign,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
0,8,0,662,1.0,0.0,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
0,8,0,472,1.0,0.0,benign,benign
0,8,0,135,1.0,0.0,benign,benign
0,8,0,631,1.0,0.0,benign,benign
0,8,0,252,0.0318,0.9682000000000001,malignant,benign
0,8,0,78,1.0,0.0,benign,benign
0,8,0,682,1.0,0.0,benign,benign
0,8,0,342,1.0,0.0,benign,benign
0,8,0,640,1.0,0.0,benign,benign
0,8,0,162,1.0,0.0,benign,benign
0,8,0,644,1.0,0.0,benign,benign
0,8,0,319,0.2016190476190477,0.798380952380952,malignant,benign
0,8,0,673,1.0,0.0,benign,benign
0,8,0,83,1.0,0.0,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
0,8,0,114,0.9932,0.0068,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
0,8,0,584,1.0,0.0,benign,benign
0,8,0,602,1.0,0.0,benign,benign
0,8,0,677,1.0,0.0,benign,benign
0,8,0,506,0.002,0.998,malignant,malignant
0,8,0,179,0.15684761904761893,0.8431523809523829,malignant,malignant
0,8,0,117,0.0,1.0,malignant,malignant
0,8,0,283,0.0,1.0,malignant,malignant
0,8,0,104,0.0,1.0,malignant,malignant
0,8,0,263,0.005619047619047619,0.9943809523809523,malignant,malignant
0,8,0,482,0.0,1.0,malignant,malignant
0,8,0,416,0.0075,0.9925,malignant,malignant
0,8,0,522,0.025166666666666653,0.9748333333333339,malignant,malignant
0,8,0,603,0.18909523809523804,0.810904761904762,malignant,malignant
0,8,0,427,0.0,1.0,malignant,malignant
0,8,0,101,0.31180476190476214,0.688195238095238,malignant,malignant
0,8,0,230,0.02983333333333332,0.9701666666666672,malignant,malignant
0,8,0,425,0.0,1.0,malignant,malignant
0,8,0,39,0.3969666666666666,0.6030333333333334,malignant,malignant
0,8,0,691,0.20166666666666647,0.7983333333333336,malignant,malignant
0,8,0,316,0.006466666666666667,0.9935333333333335,malignant,malignant
0,8,0,330,0.036233333333333326,0.9637666666666674,malignant,malignant
0,8,0,360,0.0,1.0,malignant,malignant
0,8,0,107,0.0,1.0,malignant,malignant
0,8,0,412,0.0,1.0,malignant,malignant
0,8,0,65,0.22871428571428548,0.7712857142857135,malignant,malignant
0,8,0,214,0.0,1.0,malignant,malignant
0,8,0,146,0.4701809523809532,0.5298190476190469,malignant,malignant
0,8,0,320,0.0,1.0,malignant,malignant
0,9,0,37,0.8806999999999994,0.11929999999999989,benign,benign
0,9,0,397,1.0,0.0,benign,benign
0,9,0,619,1.0,0.0,benign,benign
0,9,0,408,1.0,0.0,benign,benign
0,9,0,347,1.0,0.0,benign,benign
0,9,0,1,0.0,1.0,malignant,benign
0,9,0,212,1.0,0.0,benign,benign
0,9,0,406,1.0,0.0,benign,benign
0,9,0,3,0.5333666666666667,0.46663333333333334,benign,benign
0,9,0,45,1.0,0.0,benign,benign
0,9,0,460,1.0,0.0,benign,benign
0,9,0,189,1.0,0.0,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
0,9,0,597,1.0,0.0,benign,benign
0,9,0,543,1.0,0.0,benign,benign
0,9,0,129,0.8165,0.1835,benign,benign
0,9,0,297,0.8186666666666665,0.1813333333333333,benign,benign
0,9,0,458,1.0,0.0,benign,benign
0,9,0,28,1.0,0.0,benign,benign
0,9,0,637,0.995,0.005,benign,benign
0,9,0,558,1.0,0.0,benign,benign
0,9,0,617,0.9988,0.0012000000000000001,benign,benign
0,9,0,492,1.0,0.0,benign,benign
0,9,0,504,1.0,0.0,benign,benign
0,9,0,309,0.9501809523809523,0.04981904761904762,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
0,9,0,630,1.0,0.0,benign,benign
0,9,0,110,0.9986666666666667,0.0013333333333333333,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
0,9,0,444,1.0,0.0,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
0,9,0,200,0.0,1.0,malignant,malignant
0,9,0,570,0.0,1.0,malignant,malignant
0,9,0,514,0.0,1.0,malignant,malignant
0,9,0,142,0.0009714285714285714,0.9990285714285715,malignant,malignant
0,9,0,586,0.0,1.0,malignant,malignant
0,9,0,588,0.0,1.0,malignant,malignant
0,9,0,515,0.0,1.0,malignant,malignant
0,9,0,592,0.035023809523809506,0.9649761904761915,malignant,malignant
0,9,0,226,0.0,1.0,malignant,malignant
0,9,0,604,0.04718571428571421,0.9528142857142867,malignant,malignant
0,9,0,105,0.8538571428571451,0.14614285714285732,benign,malignant
0,9,0,264,0.006999999999999999,0.993,malignant,malignant
0,9,0,231,0.11603333333333335,0.8839666666666668,malignant,malignant
0,9,0,43,0.5838619047619047,0.41613809523809525,benign,malignant
0,9,0,449,0.0,1.0,malignant,malignant
0,9,0,491,0.0,1.0,malignant,malignant
0,9,0,74,0.05940000000000001,0.9405999999999998,malignant,malignant
0,9,0,367,0.0,1.0,malignant,malignant
0,9,0,467,0.0,1.0,malignant,malignant
0,9,0,62,0.0033047619047619045,0.9966952380952382,malignant,malignant
0,9,0,58,0.018733333333333334,0.9812666666666672,malignant,malignant
0,9,0,333,0.0,1.0,malignant,malignant
0,9,0,126,0.0006666666666666666,0.9993333333333333,malignant,malignant
0,9,0,549,0.012190476190476194,0.9878095238095239,malignant,malignant