% Python_3.7.3. % Sklearn_0.21.2. % NumPy_1.16.4. % SciPy_1.3.0. % Sun Apr 5 17:22:12 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 0,0,0,8,0.9776666666666668,0.022333333333333334,benign,benign 0,0,0,148,0.6753333333333333,0.32466666666666666,benign,benign 0,0,0,180,1.0,0.0,benign,benign 0,0,0,415,0.4900000000000001,0.5099999999999998,malignant,benign 0,0,0,500,0.998,0.002,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 0,0,0,259,0.1716666666666667,0.8283333333333334,malignant,benign 0,0,0,433,1.0,0.0,benign,benign 0,0,0,426,0.7486666666666667,0.25133333333333335,benign,benign 0,0,0,322,1.0,0.0,benign,benign 0,0,0,616,1.0,0.0,benign,benign 0,0,0,219,0.9790000000000001,0.021,benign,benign 0,0,0,618,1.0,0.0,benign,benign 0,0,0,287,1.0,0.0,benign,benign 0,0,0,528,0.9813333333333335,0.018666666666666665,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 0,0,0,48,0.9906666666666668,0.009333333333333332,benign,benign 0,0,0,695,1.0,0.0,benign,benign 0,0,0,441,0.7936666666666667,0.20633333333333337,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 0,0,0,687,0.9976666666666667,0.002333333333333333,benign,benign 0,0,0,542,0.998,0.002,benign,benign 0,0,0,376,1.0,0.0,benign,benign 0,0,0,462,0.9973333333333334,0.0026666666666666666,benign,benign 0,0,0,97,1.0,0.0,benign,benign 0,0,0,94,1.0,0.0,benign,benign 0,0,0,77,0.996,0.004,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 0,0,0,624,0.9986666666666667,0.0013333333333333333,benign,benign 0,0,0,334,0.017333333333333333,0.9826666666666667,malignant,malignant 0,0,0,414,0.030666666666666672,0.9693333333333335,malignant,malignant 0,0,0,54,0.024333333333333332,0.9756666666666667,malignant,malignant 0,0,0,339,0.039,0.961,malignant,malignant 0,0,0,357,0.0006666666666666666,0.9993333333333334,malignant,malignant 0,0,0,123,0.1416666666666667,0.8583333333333336,malignant,malignant 0,0,0,292,0.15066666666666675,0.8493333333333335,malignant,malignant 0,0,0,50,0.2866666666666666,0.7133333333333333,malignant,malignant 0,0,0,160,0.010333333333333332,0.9896666666666667,malignant,malignant 0,0,0,215,0.024,0.9759999999999999,malignant,malignant 0,0,0,213,0.0,1.0,malignant,malignant 0,0,0,293,0.12333333333333331,0.8766666666666665,malignant,malignant 0,0,0,41,0.10966666666666669,0.8903333333333336,malignant,malignant 0,0,0,488,0.18033333333333335,0.819666666666667,malignant,malignant 0,0,0,668,0.1556666666666667,0.8443333333333336,malignant,malignant 0,0,0,530,0.11466666666666671,0.8853333333333339,malignant,malignant 0,0,0,46,0.10966666666666666,0.8903333333333336,malignant,malignant 0,0,0,223,0.03566666666666667,0.9643333333333334,malignant,malignant 0,0,0,227,0.040666666666666657,0.9593333333333335,malignant,malignant 0,0,0,680,0.0,1.0,malignant,malignant 0,0,0,63,0.51,0.48999999999999994,benign,malignant 0,0,0,128,0.15600000000000003,0.844,malignant,malignant 0,0,0,493,0.003,0.997,malignant,malignant 0,0,0,285,0.0006666666666666666,0.9993333333333334,malignant,malignant 0,1,0,561,1.0,0.0,benign,benign 0,1,0,521,0.9986666666666666,0.0013333333333333333,benign,benign 0,1,0,419,0.9373333333333335,0.06266666666666666,benign,benign 0,1,0,485,0.911000000000001,0.08900000000000002,benign,benign 0,1,0,647,1.0,0.0,benign,benign 0,1,0,82,0.9933333333333333,0.006666666666666666,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 0,1,0,389,0.9866666666666667,0.013333333333333332,benign,benign 0,1,0,176,1.0,0.0,benign,benign 0,1,0,434,0.0986666666666667,0.9013333333333338,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 0,1,0,430,0.9960000000000001,0.003999999999999999,benign,benign 0,1,0,66,1.0,0.0,benign,benign 0,1,0,651,0.9960000000000002,0.003999999999999999,benign,benign 0,1,0,154,1.0,0.0,benign,benign 0,1,0,153,0.9940000000000001,0.006,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 0,1,0,420,0.9303333333333336,0.06966666666666667,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 0,1,0,4,0.9906666666666667,0.009333333333333332,benign,benign 0,1,0,19,1.0,0.0,benign,benign 0,1,0,217,1.0,0.0,benign,benign 0,1,0,362,0.9100000000000001,0.09,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 0,1,0,40,0.11600000000000005,0.8840000000000001,malignant,benign 0,1,0,409,1.0,0.0,benign,benign 0,1,0,305,0.03233333333333334,0.9676666666666669,malignant,malignant 0,1,0,267,0.06766666666666664,0.9323333333333335,malignant,malignant 0,1,0,565,0.001,0.999,malignant,malignant 0,1,0,340,0.17499999999999993,0.8250000000000001,malignant,malignant 0,1,0,268,0.035,0.965,malignant,malignant 0,1,0,633,0.06900000000000002,0.9310000000000003,malignant,malignant 0,1,0,175,0.011666666666666664,0.9883333333333334,malignant,malignant 0,1,0,260,0.004666666666666666,0.9953333333333334,malignant,malignant 0,1,0,218,0.007666666666666668,0.9923333333333335,malignant,malignant 0,1,0,312,0.14800000000000005,0.8520000000000004,malignant,malignant 0,1,0,328,0.1613333333333333,0.8386666666666668,malignant,malignant 0,1,0,224,0.02,0.9800000000000002,malignant,malignant 0,1,0,112,0.13633333333333333,0.8636666666666672,malignant,malignant 0,1,0,302,0.0,1.0,malignant,malignant 0,1,0,55,0.07366666666666666,0.9263333333333336,malignant,malignant 0,1,0,151,0.035,0.9650000000000001,malignant,malignant 0,1,0,166,0.043,0.9570000000000002,malignant,malignant 0,1,0,20,0.09933333333333336,0.9006666666666668,malignant,malignant 0,1,0,205,0.0,1.0,malignant,malignant 0,1,0,103,0.29466666666666674,0.7053333333333334,malignant,malignant 0,1,0,289,0.012,0.988,malignant,malignant 0,1,0,582,0.017666666666666664,0.9823333333333334,malignant,malignant 0,1,0,457,0.012,0.9880000000000001,malignant,malignant 0,1,0,594,0.02266666666666667,0.9773333333333335,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 0,2,0,540,0.999,0.001,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 0,2,0,567,0.9746666666666669,0.02533333333333334,benign,benign 0,2,0,468,1.0,0.0,benign,benign 0,2,0,178,1.0,0.0,benign,benign 0,2,0,394,0.9986666666666667,0.0013333333333333333,benign,benign 0,2,0,92,1.0,0.0,benign,benign 0,2,0,137,1.0,0.0,benign,benign 0,2,0,240,0.8513333333333335,0.14866666666666667,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 0,2,0,461,0.9783333333333335,0.021666666666666667,benign,benign 0,2,0,139,1.0,0.0,benign,benign 0,2,0,678,1.0,0.0,benign,benign 0,2,0,622,0.8380000000000001,0.16200000000000003,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 0,2,0,100,0.042333333333333334,0.9576666666666668,malignant,malignant 0,2,0,344,0.008,0.9920000000000001,malignant,malignant 0,2,0,608,0.047999999999999994,0.9520000000000002,malignant,malignant 0,2,0,288,0.29966666666666675,0.7003333333333333,malignant,malignant 0,2,0,42,0.014666666666666665,0.9853333333333335,malignant,malignant 0,2,0,658,0.02333333333333334,0.9766666666666668,malignant,malignant 0,2,0,111,0.1403333333333333,0.8596666666666668,malignant,malignant 0,2,0,348,0.4443333333333332,0.5556666666666665,malignant,malignant 0,2,0,237,0.020666666666666663,0.9793333333333333,malignant,malignant 0,2,0,358,0.030000000000000002,0.9700000000000002,malignant,malignant 0,2,0,391,0.0016666666666666666,0.9983333333333334,malignant,malignant 0,2,0,435,0.045000000000000005,0.9549999999999997,malignant,malignant 0,2,0,191,0.003333333333333333,0.9966666666666666,malignant,malignant 0,2,0,336,0.10366666666666668,0.8963333333333334,malignant,malignant 0,2,0,51,0.2976666666666665,0.7023333333333335,malignant,malignant 0,2,0,14,0.005666666666666666,0.9943333333333334,malignant,malignant 0,2,0,174,0.009,0.991,malignant,malignant 0,2,0,421,0.021333333333333336,0.9786666666666669,malignant,malignant 0,2,0,262,0.0029999999999999996,0.997,malignant,malignant 0,2,0,99,0.012333333333333333,0.9876666666666667,malignant,malignant 0,2,0,270,0.05033333333333332,0.9496666666666669,malignant,malignant 0,2,0,132,0.06499999999999997,0.9350000000000004,malignant,malignant 0,2,0,251,0.018666666666666668,0.9813333333333335,malignant,malignant 0,2,0,233,0.05666666666666665,0.9433333333333335,malignant,malignant 0,3,0,654,1.0,0.0,benign,benign 0,3,0,657,0.44299999999999984,0.5570000000000002,malignant,benign 0,3,0,645,1.0,0.0,benign,benign 0,3,0,248,0.8783333333333334,0.12166666666666667,benign,benign 0,3,0,296,0.1853333333333334,0.8146666666666665,malignant,benign 0,3,0,494,0.5813333333333333,0.4186666666666667,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 0,3,0,471,1.0,0.0,benign,benign 0,3,0,249,1.0,0.0,benign,benign 0,3,0,387,0.8820000000000001,0.11800000000000001,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 0,3,0,481,0.9113333333333334,0.08866666666666667,benign,benign 0,3,0,327,1.0,0.0,benign,benign 0,3,0,235,0.9816666666666666,0.018333333333333333,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 0,3,0,89,0.9946666666666667,0.005333333333333334,benign,benign 0,3,0,311,1.0,0.0,benign,benign 0,3,0,385,0.7743333333333339,0.22566666666666654,benign,benign 0,3,0,536,1.0,0.0,benign,benign 0,3,0,335,1.0,0.0,benign,benign 0,3,0,318,0.9433333333333336,0.05666666666666665,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 0,3,0,325,0.9913333333333334,0.008666666666666666,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 0,3,0,664,0.9926666666666667,0.007333333333333334,benign,benign 0,3,0,150,1.0,0.0,benign,benign 0,3,0,443,1.0,0.0,benign,benign 0,3,0,116,0.5816666666666668,0.4183333333333332,benign,benign 0,3,0,513,1.0,0.0,benign,benign 0,3,0,428,1.0,0.0,benign,benign 0,3,0,115,1.0,0.0,benign,benign 0,3,0,10,1.0,0.0,benign,benign 0,3,0,201,0.007666666666666667,0.9923333333333333,malignant,malignant 0,3,0,52,0.053999999999999986,0.946,malignant,malignant 0,3,0,386,0.061666666666666654,0.9383333333333335,malignant,malignant 0,3,0,436,0.24366666666666664,0.7563333333333333,malignant,malignant 0,3,0,177,0.06533333333333334,0.9346666666666666,malignant,malignant 0,3,0,155,0.17399999999999996,0.8260000000000001,malignant,malignant 0,3,0,317,0.1066666666666667,0.8933333333333334,malignant,malignant 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