% Python_3.9.16.
% Sklearn_1.2.2.
% NumPy_1.22.4.
% SciPy_1.10.1.
% Thu Mar 23 04:43:57 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,1.0,0.0
0,0,0,447,benign,benign,1.0,0.0
0,0,0,593,benign,benign,1.0,0.0
0,0,0,8,benign,benign,1.0,0.0
0,0,0,148,benign,benign,1.0,0.0
0,0,0,180,benign,benign,1.0,0.0
0,0,0,415,benign,benign,1.0,0.0
0,0,0,500,benign,benign,1.0,0.0
0,0,0,131,benign,benign,1.0,0.0
0,0,0,156,benign,benign,1.0,0.0
0,0,0,545,benign,benign,1.0,0.0
0,0,0,595,benign,benign,1.0,0.0
0,0,0,259,malignant,benign,0.0,1.0
0,0,0,433,benign,benign,1.0,0.0
0,0,0,426,benign,benign,1.0,0.0
0,0,0,322,benign,benign,1.0,0.0
0,0,0,616,benign,benign,1.0,0.0
0,0,0,219,benign,benign,1.0,0.0
0,0,0,618,benign,benign,1.0,0.0
0,0,0,287,benign,benign,1.0,0.0
0,0,0,528,benign,benign,1.0,0.0
0,0,0,649,benign,benign,1.0,0.0
0,0,0,538,benign,benign,1.0,0.0
0,0,0,343,benign,benign,1.0,0.0
0,0,0,48,benign,benign,1.0,0.0
0,0,0,695,benign,benign,1.0,0.0
0,0,0,441,benign,benign,1.0,0.0
0,0,0,393,benign,benign,1.0,0.0
0,0,0,275,benign,benign,1.0,0.0
0,0,0,464,benign,benign,1.0,0.0
0,0,0,290,benign,benign,1.0,0.0
0,0,0,687,benign,benign,1.0,0.0
0,0,0,542,benign,benign,1.0,0.0
0,0,0,376,benign,benign,1.0,0.0
0,0,0,462,benign,benign,1.0,0.0
0,0,0,97,benign,benign,1.0,0.0
0,0,0,94,benign,benign,1.0,0.0
0,0,0,77,benign,benign,1.0,0.0
0,0,0,27,benign,benign,1.0,0.0
0,0,0,256,benign,benign,1.0,0.0
0,0,0,277,benign,benign,1.0,0.0
0,0,0,138,benign,benign,1.0,0.0
0,0,0,562,benign,benign,1.0,0.0
0,0,0,242,benign,benign,1.0,0.0
0,0,0,64,benign,benign,1.0,0.0
0,0,0,624,benign,benign,1.0,0.0
0,0,0,334,malignant,malignant,0.0,1.0
0,0,0,414,malignant,malignant,0.0,1.0
0,0,0,54,malignant,malignant,0.0,1.0
0,0,0,339,malignant,malignant,0.0,1.0
0,0,0,357,malignant,malignant,0.0,1.0
0,0,0,123,malignant,malignant,0.0,1.0
0,0,0,292,malignant,malignant,0.0,1.0
0,0,0,50,malignant,malignant,0.0,1.0
0,0,0,160,malignant,malignant,0.0,1.0
0,0,0,215,malignant,malignant,0.0,1.0
0,0,0,213,malignant,malignant,0.0,1.0
0,0,0,293,benign,malignant,1.0,0.0
0,0,0,41,malignant,malignant,0.0,1.0
0,0,0,488,malignant,malignant,0.0,1.0
0,0,0,668,malignant,malignant,0.0,1.0
0,0,0,530,malignant,malignant,0.0,1.0
0,0,0,46,malignant,malignant,0.0,1.0
0,0,0,223,malignant,malignant,0.0,1.0
0,0,0,227,malignant,malignant,0.0,1.0
0,0,0,680,malignant,malignant,0.0,1.0
0,0,0,63,benign,malignant,1.0,0.0
0,0,0,128,malignant,malignant,0.0,1.0
0,0,0,493,malignant,malignant,0.0,1.0
0,0,0,285,malignant,malignant,0.0,1.0
0,1,0,561,benign,benign,1.0,0.0
0,1,0,521,benign,benign,1.0,0.0
0,1,0,419,benign,benign,1.0,0.0
0,1,0,485,benign,benign,1.0,0.0
0,1,0,647,benign,benign,1.0,0.0
0,1,0,82,benign,benign,1.0,0.0
0,1,0,527,benign,benign,1.0,0.0
0,1,0,324,benign,benign,1.0,0.0
0,1,0,157,benign,benign,1.0,0.0
0,1,0,389,benign,benign,1.0,0.0
0,1,0,176,benign,benign,1.0,0.0
0,1,0,434,malignant,benign,0.0,1.0
0,1,0,556,benign,benign,1.0,0.0
0,1,0,495,benign,benign,1.0,0.0
0,1,0,172,benign,benign,1.0,0.0
0,1,0,181,benign,benign,1.0,0.0
0,1,0,313,benign,benign,1.0,0.0
0,1,0,2,benign,benign,1.0,0.0
0,1,0,185,benign,benign,1.0,0.0
0,1,0,198,benign,benign,1.0,0.0
0,1,0,503,benign,benign,1.0,0.0
0,1,0,88,benign,benign,1.0,0.0
0,1,0,61,benign,benign,1.0,0.0
0,1,0,430,benign,benign,1.0,0.0
0,1,0,66,benign,benign,1.0,0.0
0,1,0,651,benign,benign,1.0,0.0
0,1,0,154,benign,benign,1.0,0.0
0,1,0,153,benign,benign,1.0,0.0
0,1,0,532,benign,benign,1.0,0.0
0,1,0,639,benign,benign,1.0,0.0
0,1,0,573,benign,benign,1.0,0.0
0,1,0,420,benign,benign,1.0,0.0
0,1,0,9,benign,benign,1.0,0.0
0,1,0,321,benign,benign,1.0,0.0
0,1,0,258,benign,benign,1.0,0.0
0,1,0,4,benign,benign,1.0,0.0
0,1,0,19,benign,benign,1.0,0.0
0,1,0,217,benign,benign,1.0,0.0
0,1,0,362,benign,benign,1.0,0.0
0,1,0,475,benign,benign,1.0,0.0
0,1,0,476,benign,benign,1.0,0.0
0,1,0,686,benign,benign,1.0,0.0
0,1,0,307,benign,benign,1.0,0.0
0,1,0,659,benign,benign,1.0,0.0
0,1,0,40,benign,benign,1.0,0.0
0,1,0,409,benign,benign,1.0,0.0
0,1,0,305,malignant,malignant,0.0,1.0
0,1,0,267,malignant,malignant,0.0,1.0
0,1,0,565,malignant,malignant,0.0,1.0
0,1,0,340,malignant,malignant,0.0,1.0
0,1,0,268,malignant,malignant,0.0,1.0
0,1,0,633,malignant,malignant,0.0,1.0
0,1,0,175,malignant,malignant,0.0,1.0
0,1,0,260,malignant,malignant,0.0,1.0
0,1,0,218,malignant,malignant,0.0,1.0
0,1,0,312,malignant,malignant,0.0,1.0
0,1,0,328,malignant,malignant,0.0,1.0
0,1,0,224,malignant,malignant,0.0,1.0
0,1,0,112,malignant,malignant,0.0,1.0
0,1,0,302,malignant,malignant,0.0,1.0
0,1,0,55,malignant,malignant,0.0,1.0
0,1,0,151,malignant,malignant,0.0,1.0
0,1,0,166,malignant,malignant,0.0,1.0
0,1,0,20,malignant,malignant,0.0,1.0
0,1,0,205,malignant,malignant,0.0,1.0
0,1,0,103,benign,malignant,1.0,0.0
0,1,0,289,malignant,malignant,0.0,1.0
0,1,0,582,malignant,malignant,0.0,1.0
0,1,0,457,malignant,malignant,0.0,1.0
0,1,0,594,malignant,malignant,0.0,1.0
0,2,0,269,benign,benign,1.0,0.0
0,2,0,168,benign,benign,1.0,0.0
0,2,0,559,benign,benign,1.0,0.0
0,2,0,195,benign,benign,1.0,0.0
0,2,0,79,benign,benign,1.0,0.0
0,2,0,517,benign,benign,1.0,0.0
0,2,0,615,benign,benign,1.0,0.0
0,2,0,338,benign,benign,1.0,0.0
0,2,0,511,benign,benign,1.0,0.0
0,2,0,404,benign,benign,1.0,0.0
0,2,0,403,benign,benign,1.0,0.0
0,2,0,547,benign,benign,1.0,0.0
0,2,0,540,benign,benign,1.0,0.0
0,2,0,516,benign,benign,1.0,0.0
0,2,0,623,benign,benign,1.0,0.0
0,2,0,451,benign,benign,1.0,0.0
0,2,0,606,benign,benign,1.0,0.0
0,2,0,439,benign,benign,1.0,0.0
0,2,0,350,benign,benign,1.0,0.0
0,2,0,257,benign,benign,1.0,0.0
0,2,0,578,benign,benign,1.0,0.0
0,2,0,614,benign,benign,1.0,0.0
0,2,0,642,benign,benign,1.0,0.0
0,2,0,567,benign,benign,1.0,0.0
0,2,0,468,benign,benign,1.0,0.0
0,2,0,178,benign,benign,1.0,0.0
0,2,0,394,benign,benign,1.0,0.0
0,2,0,92,benign,benign,1.0,0.0
0,2,0,137,benign,benign,1.0,0.0
0,2,0,240,benign,benign,1.0,0.0
0,2,0,424,benign,benign,1.0,0.0
0,2,0,526,benign,benign,1.0,0.0
0,2,0,463,benign,benign,1.0,0.0
0,2,0,688,benign,benign,1.0,0.0
0,2,0,461,benign,benign,1.0,0.0
0,2,0,139,benign,benign,1.0,0.0
0,2,0,678,benign,benign,1.0,0.0
0,2,0,622,benign,benign,1.0,0.0
0,2,0,171,benign,benign,1.0,0.0
0,2,0,629,benign,benign,1.0,0.0
0,2,0,93,benign,benign,1.0,0.0
0,2,0,380,benign,benign,1.0,0.0
0,2,0,208,benign,benign,1.0,0.0
0,2,0,564,benign,benign,1.0,0.0
0,2,0,281,benign,benign,1.0,0.0
0,2,0,525,benign,benign,1.0,0.0
0,2,0,100,malignant,malignant,0.0,1.0
0,2,0,344,malignant,malignant,0.0,1.0
0,2,0,608,malignant,malignant,0.0,1.0
0,2,0,288,malignant,malignant,0.0,1.0
0,2,0,42,malignant,malignant,0.0,1.0
0,2,0,658,benign,malignant,1.0,0.0
0,2,0,111,malignant,malignant,0.0,1.0
0,2,0,348,benign,malignant,1.0,0.0
0,2,0,237,malignant,malignant,0.0,1.0
0,2,0,358,malignant,malignant,0.0,1.0
0,2,0,391,malignant,malignant,0.0,1.0
0,2,0,435,malignant,malignant,0.0,1.0
0,2,0,191,malignant,malignant,0.0,1.0
0,2,0,336,malignant,malignant,0.0,1.0
0,2,0,51,malignant,malignant,0.0,1.0
0,2,0,14,malignant,malignant,0.0,1.0
0,2,0,174,malignant,malignant,0.0,1.0
0,2,0,421,malignant,malignant,0.0,1.0
0,2,0,262,malignant,malignant,0.0,1.0
0,2,0,99,malignant,malignant,0.0,1.0
0,2,0,270,malignant,malignant,0.0,1.0
0,2,0,132,malignant,malignant,0.0,1.0
0,2,0,251,malignant,malignant,0.0,1.0
0,2,0,233,malignant,malignant,0.0,1.0
0,3,0,654,benign,benign,1.0,0.0
0,3,0,657,benign,benign,1.0,0.0
0,3,0,645,benign,benign,1.0,0.0
0,3,0,248,benign,benign,1.0,0.0
0,3,0,296,benign,benign,1.0,0.0
0,3,0,494,malignant,benign,0.0,1.0
0,3,0,164,benign,benign,1.0,0.0
0,3,0,638,benign,benign,1.0,0.0
0,3,0,121,benign,benign,1.0,0.0
0,3,0,432,benign,benign,1.0,0.0
0,3,0,471,benign,benign,1.0,0.0
0,3,0,249,benign,benign,1.0,0.0
0,3,0,387,benign,benign,1.0,0.0
0,3,0,399,benign,benign,1.0,0.0
0,3,0,351,benign,benign,1.0,0.0
0,3,0,469,benign,benign,1.0,0.0
0,3,0,481,benign,benign,1.0,0.0
0,3,0,327,benign,benign,1.0,0.0
0,3,0,235,benign,benign,1.0,0.0
0,3,0,634,benign,benign,1.0,0.0
0,3,0,550,benign,benign,1.0,0.0
0,3,0,601,benign,benign,1.0,0.0
0,3,0,473,benign,benign,1.0,0.0
0,3,0,398,benign,benign,1.0,0.0
0,3,0,89,benign,benign,1.0,0.0
0,3,0,311,benign,benign,1.0,0.0
0,3,0,385,benign,benign,1.0,0.0
0,3,0,536,benign,benign,1.0,0.0
0,3,0,335,benign,benign,1.0,0.0
0,3,0,318,benign,benign,1.0,0.0
0,3,0,144,benign,benign,1.0,0.0
0,3,0,539,benign,benign,1.0,0.0
0,3,0,537,benign,benign,1.0,0.0
0,3,0,628,benign,benign,1.0,0.0
0,3,0,325,benign,benign,1.0,0.0
0,3,0,91,benign,benign,1.0,0.0
0,3,0,161,benign,benign,1.0,0.0
0,3,0,291,benign,benign,1.0,0.0
0,3,0,664,benign,benign,1.0,0.0
0,3,0,150,benign,benign,1.0,0.0
0,3,0,443,benign,benign,1.0,0.0
0,3,0,116,malignant,benign,0.0,1.0
0,3,0,513,benign,benign,1.0,0.0
0,3,0,428,benign,benign,1.0,0.0
0,3,0,115,benign,benign,1.0,0.0
0,3,0,10,benign,benign,1.0,0.0
0,3,0,201,malignant,malignant,0.0,1.0
0,3,0,52,malignant,malignant,0.0,1.0
0,3,0,386,malignant,malignant,0.0,1.0
0,3,0,436,malignant,malignant,0.0,1.0
0,3,0,177,malignant,malignant,0.0,1.0
0,3,0,155,malignant,malignant,0.0,1.0
0,3,0,317,malignant,malignant,0.0,1.0
0,3,0,113,benign,malignant,1.0,0.0
0,3,0,611,malignant,malignant,0.0,1.0
0,3,0,300,malignant,malignant,0.0,1.0
0,3,0,465,malignant,malignant,0.0,1.0
0,3,0,183,malignant,malignant,0.0,1.0
0,3,0,626,malignant,malignant,0.0,1.0
0,3,0,610,malignant,malignant,0.0,1.0
0,3,0,323,malignant,malignant,0.0,1.0
0,3,0,36,malignant,malignant,0.0,1.0
0,3,0,612,malignant,malignant,0.0,1.0
0,3,0,279,malignant,malignant,0.0,1.0
0,3,0,591,malignant,malignant,0.0,1.0
0,3,0,261,malignant,malignant,0.0,1.0
0,3,0,254,malignant,malignant,0.0,1.0
0,3,0,159,malignant,malignant,0.0,1.0
0,3,0,206,malignant,malignant,0.0,1.0
0,3,0,286,malignant,malignant,0.0,1.0
0,4,0,641,benign,benign,1.0,0.0
0,4,0,585,benign,benign,1.0,0.0
0,4,0,635,benign,benign,1.0,0.0
0,4,0,298,malignant,benign,0.0,1.0
0,4,0,341,benign,benign,1.0,0.0
0,4,0,228,benign,benign,1.0,0.0
0,4,0,437,benign,benign,1.0,0.0
0,4,0,17,benign,benign,1.0,0.0
0,4,0,598,benign,benign,1.0,0.0
0,4,0,147,benign,benign,1.0,0.0
0,4,0,423,benign,benign,1.0,0.0
0,4,0,225,benign,benign,1.0,0.0
0,4,0,271,benign,benign,1.0,0.0
0,4,0,583,benign,benign,1.0,0.0
0,4,0,337,benign,benign,1.0,0.0
0,4,0,656,benign,benign,1.0,0.0
0,4,0,119,benign,benign,1.0,0.0
0,4,0,579,benign,benign,1.0,0.0
0,4,0,459,benign,benign,1.0,0.0
0,4,0,363,benign,benign,1.0,0.0
0,4,0,6,malignant,benign,0.0,1.0
0,4,0,76,benign,benign,1.0,0.0
0,4,0,26,benign,benign,1.0,0.0
0,4,0,72,benign,benign,1.0,0.0
0,4,0,694,benign,benign,1.0,0.0
0,4,0,544,benign,benign,1.0,0.0
0,4,0,346,benign,benign,1.0,0.0
0,4,0,396,benign,benign,1.0,0.0
0,4,0,690,benign,benign,1.0,0.0
0,4,0,182,benign,benign,1.0,0.0
0,4,0,438,benign,benign,1.0,0.0
0,4,0,278,benign,benign,1.0,0.0
0,4,0,384,benign,benign,1.0,0.0
0,4,0,405,benign,benign,1.0,0.0
0,4,0,301,benign,benign,1.0,0.0
0,4,0,450,benign,benign,1.0,0.0
0,4,0,660,benign,benign,1.0,0.0
0,4,0,667,benign,benign,1.0,0.0
0,4,0,402,benign,benign,1.0,0.0
0,4,0,484,benign,benign,1.0,0.0
0,4,0,204,benign,benign,1.0,0.0
0,4,0,557,benign,benign,1.0,0.0
0,4,0,370,benign,benign,1.0,0.0
0,4,0,234,benign,benign,1.0,0.0
0,4,0,207,benign,benign,1.0,0.0
0,4,0,671,benign,benign,1.0,0.0
0,4,0,295,malignant,malignant,0.0,1.0
0,4,0,57,malignant,malignant,0.0,1.0
0,4,0,38,benign,malignant,1.0,0.0
0,4,0,273,benign,malignant,1.0,0.0
0,4,0,308,malignant,malignant,0.0,1.0
0,4,0,23,malignant,malignant,0.0,1.0
0,4,0,67,benign,malignant,1.0,0.0
0,4,0,247,malignant,malignant,0.0,1.0
0,4,0,698,malignant,malignant,0.0,1.0
0,4,0,68,benign,malignant,1.0,0.0
0,4,0,282,benign,malignant,1.0,0.0
0,4,0,381,malignant,malignant,0.0,1.0
0,4,0,187,malignant,malignant,0.0,1.0
0,4,0,246,malignant,malignant,0.0,1.0
0,4,0,648,malignant,malignant,0.0,1.0
0,4,0,18,malignant,malignant,0.0,1.0
0,4,0,188,malignant,malignant,0.0,1.0
0,4,0,49,malignant,malignant,0.0,1.0
0,4,0,669,malignant,malignant,0.0,1.0
0,4,0,605,malignant,malignant,0.0,1.0
0,4,0,366,malignant,malignant,0.0,1.0
0,4,0,32,malignant,malignant,0.0,1.0
0,4,0,98,malignant,malignant,0.0,1.0
0,4,0,569,malignant,malignant,0.0,1.0
0,5,0,535,benign,benign,1.0,0.0
0,5,0,575,benign,benign,1.0,0.0
0,5,0,512,benign,benign,1.0,0.0
0,5,0,442,benign,benign,1.0,0.0
0,5,0,165,benign,benign,1.0,0.0
0,5,0,75,benign,benign,1.0,0.0
0,5,0,379,benign,benign,1.0,0.0
0,5,0,534,benign,benign,1.0,0.0
0,5,0,158,benign,benign,1.0,0.0
0,5,0,431,benign,benign,1.0,0.0
0,5,0,118,benign,benign,1.0,0.0
0,5,0,524,benign,benign,1.0,0.0
0,5,0,169,benign,benign,1.0,0.0
0,5,0,501,benign,benign,1.0,0.0
0,5,0,245,benign,benign,1.0,0.0
0,5,0,16,benign,benign,1.0,0.0
0,5,0,478,benign,benign,1.0,0.0
0,5,0,498,benign,benign,1.0,0.0
0,5,0,90,benign,benign,1.0,0.0
0,5,0,390,benign,benign,1.0,0.0
0,5,0,672,benign,benign,1.0,0.0
0,5,0,372,benign,benign,1.0,0.0
0,5,0,520,benign,benign,1.0,0.0
0,5,0,31,benign,benign,1.0,0.0
0,5,0,371,benign,benign,1.0,0.0
0,5,0,454,benign,benign,1.0,0.0
0,5,0,499,benign,benign,1.0,0.0
0,5,0,684,benign,benign,1.0,0.0
0,5,0,676,benign,benign,1.0,0.0
0,5,0,382,benign,benign,1.0,0.0
0,5,0,354,benign,benign,1.0,0.0
0,5,0,627,benign,benign,1.0,0.0
0,5,0,643,benign,benign,1.0,0.0
0,5,0,533,benign,benign,1.0,0.0
0,5,0,589,benign,benign,1.0,0.0
0,5,0,274,benign,benign,1.0,0.0
0,5,0,331,benign,benign,1.0,0.0
0,5,0,96,benign,benign,1.0,0.0
0,5,0,241,benign,benign,1.0,0.0
0,5,0,303,benign,benign,1.0,0.0
0,5,0,232,malignant,benign,0.0,1.0
0,5,0,418,benign,benign,1.0,0.0
0,5,0,411,benign,benign,1.0,0.0
0,5,0,250,benign,benign,1.0,0.0
0,5,0,140,benign,benign,1.0,0.0
0,5,0,632,benign,benign,1.0,0.0
0,5,0,359,benign,malignant,1.0,0.0
0,5,0,106,malignant,malignant,0.0,1.0
0,5,0,456,malignant,malignant,0.0,1.0
0,5,0,44,malignant,malignant,0.0,1.0
0,5,0,329,malignant,malignant,0.0,1.0
0,5,0,53,malignant,malignant,0.0,1.0
0,5,0,86,malignant,malignant,0.0,1.0
0,5,0,73,malignant,malignant,0.0,1.0
0,5,0,400,malignant,malignant,0.0,1.0
0,5,0,681,malignant,malignant,0.0,1.0
0,5,0,697,malignant,malignant,0.0,1.0
0,5,0,453,malignant,malignant,0.0,1.0
0,5,0,440,malignant,malignant,0.0,1.0
0,5,0,229,malignant,malignant,0.0,1.0
0,5,0,487,malignant,malignant,0.0,1.0
0,5,0,85,malignant,malignant,0.0,1.0
0,5,0,222,benign,malignant,1.0,0.0
0,5,0,519,malignant,malignant,0.0,1.0
0,5,0,304,malignant,malignant,0.0,1.0
0,5,0,253,malignant,malignant,0.0,1.0
0,5,0,84,malignant,malignant,0.0,1.0
0,5,0,255,malignant,malignant,0.0,1.0
0,5,0,184,malignant,malignant,0.0,1.0
0,5,0,326,malignant,malignant,0.0,1.0
0,6,0,552,benign,benign,1.0,0.0
0,6,0,141,benign,benign,1.0,0.0
0,6,0,143,benign,benign,1.0,0.0
0,6,0,429,benign,benign,1.0,0.0
0,6,0,587,benign,benign,1.0,0.0
0,6,0,621,benign,benign,1.0,0.0
0,6,0,529,benign,benign,1.0,0.0
0,6,0,209,benign,benign,1.0,0.0
0,6,0,345,benign,benign,1.0,0.0
0,6,0,136,benign,benign,1.0,0.0
0,6,0,599,benign,benign,1.0,0.0
0,6,0,368,benign,benign,1.0,0.0
0,6,0,202,benign,benign,1.0,0.0
0,6,0,693,benign,benign,1.0,0.0
0,6,0,373,benign,benign,1.0,0.0
0,6,0,29,benign,benign,1.0,0.0
0,6,0,388,benign,benign,1.0,0.0
0,6,0,35,benign,benign,1.0,0.0
0,6,0,13,benign,benign,1.0,0.0
0,6,0,560,benign,benign,1.0,0.0
0,6,0,120,benign,benign,1.0,0.0
0,6,0,194,benign,benign,1.0,0.0
0,6,0,613,benign,benign,1.0,0.0
0,6,0,554,benign,benign,1.0,0.0
0,6,0,378,benign,benign,1.0,0.0
0,6,0,566,benign,benign,1.0,0.0
0,6,0,130,benign,benign,1.0,0.0
0,6,0,355,benign,benign,1.0,0.0
0,6,0,244,benign,benign,1.0,0.0
0,6,0,507,benign,benign,1.0,0.0
0,6,0,422,benign,benign,1.0,0.0
0,6,0,572,benign,benign,1.0,0.0
0,6,0,125,benign,benign,1.0,0.0
0,6,0,199,benign,benign,1.0,0.0
0,6,0,265,benign,benign,1.0,0.0
0,6,0,11,benign,benign,1.0,0.0
0,6,0,576,benign,benign,1.0,0.0
0,6,0,243,benign,benign,1.0,0.0
0,6,0,474,benign,benign,1.0,0.0
0,6,0,663,benign,benign,1.0,0.0
0,6,0,108,benign,benign,1.0,0.0
0,6,0,192,benign,benign,1.0,0.0
0,6,0,548,benign,benign,1.0,0.0
0,6,0,553,benign,benign,1.0,0.0
0,6,0,445,benign,benign,1.0,0.0
0,6,0,310,benign,benign,1.0,0.0
0,6,0,87,malignant,malignant,0.0,1.0
0,6,0,25,malignant,malignant,0.0,1.0
0,6,0,299,malignant,malignant,0.0,1.0
0,6,0,574,malignant,malignant,0.0,1.0
0,6,0,56,malignant,malignant,0.0,1.0
0,6,0,272,malignant,malignant,0.0,1.0
0,6,0,59,malignant,malignant,0.0,1.0
0,6,0,186,malignant,malignant,0.0,1.0
0,6,0,190,malignant,malignant,0.0,1.0
0,6,0,122,malignant,malignant,0.0,1.0
0,6,0,353,malignant,malignant,0.0,1.0
0,6,0,670,malignant,malignant,0.0,1.0
0,6,0,5,malignant,malignant,0.0,1.0
0,6,0,60,malignant,malignant,0.0,1.0
0,6,0,12,benign,malignant,1.0,0.0
0,6,0,356,benign,malignant,1.0,0.0
0,6,0,109,malignant,malignant,0.0,1.0
0,6,0,124,benign,malignant,1.0,0.0
0,6,0,696,malignant,malignant,0.0,1.0
0,6,0,152,malignant,malignant,0.0,1.0
0,6,0,173,malignant,malignant,0.0,1.0
0,6,0,211,malignant,malignant,0.0,1.0
0,6,0,590,malignant,malignant,0.0,1.0
0,6,0,636,malignant,malignant,0.0,1.0
0,7,0,577,benign,benign,1.0,0.0
0,7,0,203,benign,benign,1.0,0.0
0,7,0,407,benign,benign,1.0,0.0
0,7,0,365,benign,benign,1.0,0.0
0,7,0,470,benign,benign,1.0,0.0
0,7,0,352,malignant,benign,0.0,1.0
0,7,0,620,benign,benign,1.0,0.0
0,7,0,496,benign,benign,1.0,0.0
0,7,0,332,benign,benign,1.0,0.0
0,7,0,508,benign,benign,1.0,0.0
0,7,0,163,benign,benign,1.0,0.0
0,7,0,197,benign,benign,1.0,0.0
0,7,0,69,benign,benign,1.0,0.0
0,7,0,666,benign,benign,1.0,0.0
0,7,0,392,benign,benign,1.0,0.0
0,7,0,383,benign,benign,1.0,0.0
0,7,0,563,benign,benign,1.0,0.0
0,7,0,377,benign,benign,1.0,0.0
0,7,0,95,benign,benign,1.0,0.0
0,7,0,655,benign,benign,1.0,0.0
0,7,0,674,benign,benign,1.0,0.0
0,7,0,625,benign,benign,1.0,0.0
0,7,0,80,benign,benign,1.0,0.0
0,7,0,315,malignant,benign,0.0,1.0
0,7,0,220,benign,benign,1.0,0.0
0,7,0,22,benign,benign,1.0,0.0
0,7,0,196,malignant,benign,0.0,1.0
0,7,0,7,benign,benign,1.0,0.0
0,7,0,410,benign,benign,1.0,0.0
0,7,0,0,benign,benign,1.0,0.0
0,7,0,486,benign,benign,1.0,0.0
0,7,0,170,benign,benign,1.0,0.0
0,7,0,401,benign,benign,1.0,0.0
0,7,0,375,benign,benign,1.0,0.0
0,7,0,47,benign,benign,1.0,0.0
0,7,0,505,benign,benign,1.0,0.0
0,7,0,652,benign,benign,1.0,0.0
0,7,0,417,benign,benign,1.0,0.0
0,7,0,650,benign,benign,1.0,0.0
0,7,0,480,benign,benign,1.0,0.0
0,7,0,70,benign,benign,1.0,0.0
0,7,0,477,benign,benign,1.0,0.0
0,7,0,675,benign,benign,1.0,0.0
0,7,0,646,benign,benign,1.0,0.0
0,7,0,689,benign,benign,1.0,0.0
0,7,0,555,benign,benign,1.0,0.0
0,7,0,238,malignant,malignant,0.0,1.0
0,7,0,167,malignant,malignant,0.0,1.0
0,7,0,239,malignant,malignant,0.0,1.0
0,7,0,210,malignant,malignant,0.0,1.0
0,7,0,568,malignant,malignant,0.0,1.0
0,7,0,581,malignant,malignant,0.0,1.0
0,7,0,571,malignant,malignant,0.0,1.0
0,7,0,284,malignant,malignant,0.0,1.0
0,7,0,266,malignant,malignant,0.0,1.0
0,7,0,479,malignant,malignant,0.0,1.0
0,7,0,361,malignant,malignant,0.0,1.0
0,7,0,489,malignant,malignant,0.0,1.0
0,7,0,236,malignant,malignant,0.0,1.0
0,7,0,455,benign,malignant,1.0,0.0
0,7,0,523,malignant,malignant,0.0,1.0
0,7,0,149,malignant,malignant,0.0,1.0
0,7,0,546,malignant,malignant,0.0,1.0
0,7,0,15,benign,malignant,1.0,0.0
0,7,0,21,malignant,malignant,0.0,1.0
0,7,0,71,malignant,malignant,0.0,1.0
0,7,0,221,malignant,malignant,0.0,1.0
0,7,0,349,malignant,malignant,0.0,1.0
0,7,0,483,malignant,malignant,0.0,1.0
0,7,0,466,malignant,malignant,0.0,1.0
0,8,0,81,benign,benign,1.0,0.0
0,8,0,518,benign,benign,1.0,0.0
0,8,0,685,benign,benign,1.0,0.0
0,8,0,30,benign,benign,1.0,0.0
0,8,0,662,benign,benign,1.0,0.0
0,8,0,452,benign,benign,1.0,0.0
0,8,0,276,benign,benign,1.0,0.0
0,8,0,502,benign,benign,1.0,0.0
0,8,0,600,benign,benign,1.0,0.0
0,8,0,531,benign,benign,1.0,0.0
0,8,0,580,benign,benign,1.0,0.0
0,8,0,127,benign,benign,1.0,0.0
0,8,0,395,benign,benign,1.0,0.0
0,8,0,34,benign,benign,1.0,0.0
0,8,0,448,benign,benign,1.0,0.0
0,8,0,596,benign,benign,1.0,0.0
0,8,0,472,benign,benign,1.0,0.0
0,8,0,135,benign,benign,1.0,0.0
0,8,0,631,benign,benign,1.0,0.0
0,8,0,252,malignant,benign,0.0,1.0
0,8,0,78,benign,benign,1.0,0.0
0,8,0,682,benign,benign,1.0,0.0
0,8,0,342,benign,benign,1.0,0.0
0,8,0,640,benign,benign,1.0,0.0
0,8,0,162,benign,benign,1.0,0.0
0,8,0,644,benign,benign,1.0,0.0
0,8,0,319,malignant,benign,0.0,1.0
0,8,0,673,benign,benign,1.0,0.0
0,8,0,83,benign,benign,1.0,0.0
0,8,0,609,benign,benign,1.0,0.0
0,8,0,24,benign,benign,1.0,0.0
0,8,0,653,benign,benign,1.0,0.0
0,8,0,497,benign,benign,1.0,0.0
0,8,0,607,benign,benign,1.0,0.0
0,8,0,114,benign,benign,1.0,0.0
0,8,0,369,benign,benign,1.0,0.0
0,8,0,661,benign,benign,1.0,0.0
0,8,0,216,benign,benign,1.0,0.0
0,8,0,683,benign,benign,1.0,0.0
0,8,0,490,benign,benign,1.0,0.0
0,8,0,145,benign,benign,1.0,0.0
0,8,0,133,benign,benign,1.0,0.0
0,8,0,584,benign,benign,1.0,0.0
0,8,0,602,benign,benign,1.0,0.0
0,8,0,677,benign,benign,1.0,0.0
0,8,0,506,malignant,malignant,0.0,1.0
0,8,0,179,benign,malignant,1.0,0.0
0,8,0,117,malignant,malignant,0.0,1.0
0,8,0,283,malignant,malignant,0.0,1.0
0,8,0,104,malignant,malignant,0.0,1.0
0,8,0,263,malignant,malignant,0.0,1.0
0,8,0,482,malignant,malignant,0.0,1.0
0,8,0,416,malignant,malignant,0.0,1.0
0,8,0,522,malignant,malignant,0.0,1.0
0,8,0,603,malignant,malignant,0.0,1.0
0,8,0,427,malignant,malignant,0.0,1.0
0,8,0,101,malignant,malignant,0.0,1.0
0,8,0,230,malignant,malignant,0.0,1.0
0,8,0,425,malignant,malignant,0.0,1.0
0,8,0,39,benign,malignant,1.0,0.0
0,8,0,691,malignant,malignant,0.0,1.0
0,8,0,316,malignant,malignant,0.0,1.0
0,8,0,330,malignant,malignant,0.0,1.0
0,8,0,360,malignant,malignant,0.0,1.0
0,8,0,107,malignant,malignant,0.0,1.0
0,8,0,412,malignant,malignant,0.0,1.0
0,8,0,65,malignant,malignant,0.0,1.0
0,8,0,214,malignant,malignant,0.0,1.0
0,8,0,146,benign,malignant,1.0,0.0
0,8,0,320,malignant,malignant,0.0,1.0
0,9,0,37,benign,benign,1.0,0.0
0,9,0,397,benign,benign,1.0,0.0
0,9,0,619,benign,benign,1.0,0.0
0,9,0,408,benign,benign,1.0,0.0
0,9,0,347,benign,benign,1.0,0.0
0,9,0,1,malignant,benign,0.0,1.0
0,9,0,212,benign,benign,1.0,0.0
0,9,0,406,benign,benign,1.0,0.0
0,9,0,3,benign,benign,1.0,0.0
0,9,0,45,benign,benign,1.0,0.0
0,9,0,460,benign,benign,1.0,0.0
0,9,0,189,benign,benign,1.0,0.0
0,9,0,446,benign,benign,1.0,0.0
0,9,0,692,benign,benign,1.0,0.0
0,9,0,679,benign,benign,1.0,0.0
0,9,0,541,benign,benign,1.0,0.0
0,9,0,597,benign,benign,1.0,0.0
0,9,0,543,benign,benign,1.0,0.0
0,9,0,129,benign,benign,1.0,0.0
0,9,0,297,benign,benign,1.0,0.0
0,9,0,458,benign,benign,1.0,0.0
0,9,0,28,benign,benign,1.0,0.0
0,9,0,637,benign,benign,1.0,0.0
0,9,0,558,benign,benign,1.0,0.0
0,9,0,617,benign,benign,1.0,0.0
0,9,0,492,benign,benign,1.0,0.0
0,9,0,504,benign,benign,1.0,0.0
0,9,0,309,benign,benign,1.0,0.0
0,9,0,551,benign,benign,1.0,0.0
0,9,0,306,benign,benign,1.0,0.0
0,9,0,280,benign,benign,1.0,0.0
0,9,0,364,benign,benign,1.0,0.0
0,9,0,374,benign,benign,1.0,0.0
0,9,0,630,benign,benign,1.0,0.0
0,9,0,110,benign,benign,1.0,0.0
0,9,0,510,benign,benign,1.0,0.0
0,9,0,509,benign,benign,1.0,0.0
0,9,0,193,benign,benign,1.0,0.0
0,9,0,444,benign,benign,1.0,0.0
0,9,0,134,benign,benign,1.0,0.0
0,9,0,413,benign,benign,1.0,0.0
0,9,0,33,benign,benign,1.0,0.0
0,9,0,294,benign,benign,1.0,0.0
0,9,0,102,benign,benign,1.0,0.0
0,9,0,314,benign,benign,1.0,0.0
0,9,0,200,malignant,malignant,0.0,1.0
0,9,0,570,malignant,malignant,0.0,1.0
0,9,0,514,malignant,malignant,0.0,1.0
0,9,0,142,malignant,malignant,0.0,1.0
0,9,0,586,malignant,malignant,0.0,1.0
0,9,0,588,malignant,malignant,0.0,1.0
0,9,0,515,malignant,malignant,0.0,1.0
0,9,0,592,malignant,malignant,0.0,1.0
0,9,0,226,malignant,malignant,0.0,1.0
0,9,0,604,malignant,malignant,0.0,1.0
0,9,0,105,benign,malignant,1.0,0.0
0,9,0,264,malignant,malignant,0.0,1.0
0,9,0,231,malignant,malignant,0.0,1.0
0,9,0,43,malignant,malignant,0.0,1.0
0,9,0,449,malignant,malignant,0.0,1.0
0,9,0,491,malignant,malignant,0.0,1.0
0,9,0,74,malignant,malignant,0.0,1.0
0,9,0,367,malignant,malignant,0.0,1.0
0,9,0,467,malignant,malignant,0.0,1.0
0,9,0,62,malignant,malignant,0.0,1.0
0,9,0,58,malignant,malignant,0.0,1.0
0,9,0,333,malignant,malignant,0.0,1.0
0,9,0,126,malignant,malignant,0.0,1.0
0,9,0,549,malignant,malignant,0.0,1.0