% Python_3.8.16.
% Sklearn_1.3.0.
% NumPy_1.24.4.
% SciPy_1.10.1.
% Tue Jul 18 20:51:02 2023
% Created by run_flow_on_task
@RELATION openml_task_15_predictions

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

@DATA
0,0,0,665,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,447,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,593,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,8,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,148,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,180,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,415,malignant,benign,0.14937759336099585,0.8506224066390041
0,0,0,500,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,131,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,156,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,545,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,595,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,259,malignant,benign,0.14937759336099585,0.8506224066390041
0,0,0,433,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,426,malignant,benign,0.14937759336099585,0.8506224066390041
0,0,0,322,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,616,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,219,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,618,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,287,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,528,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,649,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,538,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,343,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,48,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,695,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,441,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,393,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,275,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,464,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,290,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,687,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,542,malignant,benign,0.14937759336099585,0.8506224066390041
0,0,0,376,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,462,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,97,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,94,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,77,malignant,benign,0.14937759336099585,0.8506224066390041
0,0,0,27,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,256,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,277,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,138,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,562,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,242,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,64,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,624,benign,benign,0.9690721649484536,0.030927835051546393
0,0,0,334,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,414,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,54,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,339,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,357,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,123,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,292,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,50,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,160,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,215,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,213,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,293,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,41,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,488,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,668,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,530,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,46,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,223,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,227,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,680,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,63,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,128,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,493,malignant,malignant,0.14937759336099585,0.8506224066390041
0,0,0,285,malignant,malignant,0.14937759336099585,0.8506224066390041
0,1,0,561,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,521,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,419,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,485,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,647,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,82,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,527,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,324,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,157,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,389,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,176,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,434,malignant,benign,0.06060606060606061,0.9393939393939394
0,1,0,556,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,495,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,172,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,181,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,313,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,2,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,185,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,198,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,503,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,88,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,61,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,430,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,66,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,651,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,154,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,153,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,532,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,639,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,573,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,420,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,9,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,321,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,258,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,4,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,19,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,217,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,362,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,475,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,476,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,686,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,307,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,659,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,40,malignant,benign,0.06060606060606061,0.9393939393939394
0,1,0,409,benign,benign,0.9280742459396751,0.07192575406032482
0,1,0,305,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,267,benign,malignant,0.9280742459396751,0.07192575406032482
0,1,0,565,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,340,benign,malignant,0.9280742459396751,0.07192575406032482
0,1,0,268,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,633,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,175,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,260,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,218,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,312,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,328,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,224,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,112,benign,malignant,0.9280742459396751,0.07192575406032482
0,1,0,302,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,55,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,151,benign,malignant,0.9280742459396751,0.07192575406032482
0,1,0,166,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,20,benign,malignant,0.9280742459396751,0.07192575406032482
0,1,0,205,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,103,benign,malignant,0.9280742459396751,0.07192575406032482
0,1,0,289,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,582,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,457,malignant,malignant,0.06060606060606061,0.9393939393939394
0,1,0,594,malignant,malignant,0.06060606060606061,0.9393939393939394
0,2,0,269,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,168,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,559,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,195,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,79,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,517,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,615,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,338,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,511,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,404,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,403,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,547,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,540,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,516,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,623,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,451,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,606,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,439,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,350,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,257,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,578,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,614,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,642,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,567,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,468,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,178,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,394,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,92,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,137,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,240,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,424,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,526,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,463,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,688,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,461,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,139,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,678,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,622,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,171,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,629,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,93,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,380,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,208,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,564,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,281,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,525,benign,benign,0.9212962962962963,0.0787037037037037
0,2,0,100,benign,malignant,0.9212962962962963,0.0787037037037037
0,2,0,344,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,608,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,288,benign,malignant,0.9212962962962963,0.0787037037037037
0,2,0,42,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,658,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,111,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,348,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,237,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,358,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,391,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,435,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,191,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,336,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,51,benign,malignant,0.9212962962962963,0.0787037037037037
0,2,0,14,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,174,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,421,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,262,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,99,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,270,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,132,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,251,malignant,malignant,0.07106598984771574,0.9289340101522843
0,2,0,233,malignant,malignant,0.07106598984771574,0.9289340101522843
0,3,0,654,benign,benign,0.9691516709511568,0.030848329048843187
0,3,0,657,malignant,benign,0.14583333333333334,0.8541666666666666
0,3,0,645,benign,benign,0.9691516709511568,0.030848329048843187
0,3,0,248,benign,benign,0.9691516709511568,0.030848329048843187
0,3,0,296,malignant,benign,0.14583333333333334,0.8541666666666666
0,3,0,494,benign,benign,0.9691516709511568,0.030848329048843187
0,3,0,164,benign,benign,0.9691516709511568,0.030848329048843187
0,3,0,638,benign,benign,0.9691516709511568,0.030848329048843187
0,3,0,121,benign,benign,0.9691516709511568,0.030848329048843187
0,3,0,432,benign,benign,0.9691516709511568,0.030848329048843187
0,3,0,471,benign,benign,0.9691516709511568,0.030848329048843187
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0,9,0,444,benign,benign,0.9241379310344827,0.07586206896551724
0,9,0,134,benign,benign,0.9241379310344827,0.07586206896551724
0,9,0,413,benign,benign,0.9241379310344827,0.07586206896551724
0,9,0,33,benign,benign,0.9241379310344827,0.07586206896551724
0,9,0,294,benign,benign,0.9241379310344827,0.07586206896551724
0,9,0,102,benign,benign,0.9241379310344827,0.07586206896551724
0,9,0,314,benign,benign,0.9241379310344827,0.07586206896551724
0,9,0,200,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,570,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,514,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,142,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,586,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,588,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,515,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,592,benign,malignant,0.9241379310344827,0.07586206896551724
0,9,0,226,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,604,benign,malignant,0.9241379310344827,0.07586206896551724
0,9,0,105,benign,malignant,0.9241379310344827,0.07586206896551724
0,9,0,264,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,231,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,43,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,449,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,491,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,74,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,367,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,467,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,62,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,58,benign,malignant,0.9241379310344827,0.07586206896551724
0,9,0,333,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,126,malignant,malignant,0.05641025641025641,0.9435897435897436
0,9,0,549,malignant,malignant,0.05641025641025641,0.9435897435897436