% Python_3.9.16.
% Sklearn_1.2.2.
% NumPy_1.22.4.
% SciPy_1.10.1.
% Tue Mar 21 19:43:00 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 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
0,0,0,8,1.0,0.0,benign,benign
0,0,0,148,1.0,0.0,benign,benign
0,0,0,180,1.0,0.0,benign,benign
0,0,0,415,1.0,0.0,benign,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
0,0,0,259,0.0,1.0,benign,malignant
0,0,0,433,1.0,0.0,benign,benign
0,0,0,426,1.0,0.0,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
0,0,0,441,1.0,0.0,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
0,0,0,54,0.0,1.0,malignant,malignant
0,0,0,339,0.0,1.0,malignant,malignant
0,0,0,357,0.0,1.0,malignant,malignant
0,0,0,123,0.0,1.0,malignant,malignant
0,0,0,292,0.0,1.0,malignant,malignant
0,0,0,50,0.0,1.0,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
0,0,0,293,1.0,0.0,malignant,benign
0,0,0,41,0.0,1.0,malignant,malignant
0,0,0,488,0.0,1.0,malignant,malignant
0,0,0,668,0.0,1.0,malignant,malignant
0,0,0,530,0.0,1.0,malignant,malignant
0,0,0,46,0.0,1.0,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
0,0,0,63,1.0,0.0,malignant,benign
0,0,0,128,0.0,1.0,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
0,1,0,485,1.0,0.0,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
0,1,0,434,0.0,1.0,benign,malignant
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
0,1,0,153,1.0,0.0,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
0,1,0,420,1.0,0.0,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
0,1,0,40,1.0,0.0,benign,benign
0,1,0,409,1.0,0.0,benign,benign
0,1,0,305,0.0,1.0,malignant,malignant
0,1,0,267,0.0,1.0,malignant,malignant
0,1,0,565,0.0,1.0,malignant,malignant
0,1,0,340,0.0,1.0,malignant,malignant
0,1,0,268,0.0,1.0,malignant,malignant
0,1,0,633,0.0,1.0,malignant,malignant
0,1,0,175,0.0,1.0,malignant,malignant
0,1,0,260,0.0,1.0,malignant,malignant
0,1,0,218,0.0,1.0,malignant,malignant
0,1,0,312,0.0,1.0,malignant,malignant
0,1,0,328,0.0,1.0,malignant,malignant
0,1,0,224,0.0,1.0,malignant,malignant
0,1,0,112,1.0,0.0,malignant,benign
0,1,0,302,0.0,1.0,malignant,malignant
0,1,0,55,0.0,1.0,malignant,malignant
0,1,0,151,0.0,1.0,malignant,malignant
0,1,0,166,0.0,1.0,malignant,malignant
0,1,0,20,1.0,0.0,malignant,benign
0,1,0,205,0.0,1.0,malignant,malignant
0,1,0,103,1.0,0.0,malignant,benign
0,1,0,289,0.0,1.0,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
0,2,0,567,1.0,0.0,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
0,2,0,461,1.0,0.0,benign,benign
0,2,0,139,1.0,0.0,benign,benign
0,2,0,678,1.0,0.0,benign,benign
0,2,0,622,1.0,0.0,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
0,2,0,100,0.0,1.0,malignant,malignant
0,2,0,344,0.0,1.0,malignant,malignant
0,2,0,608,0.0,1.0,malignant,malignant
0,2,0,288,0.0,1.0,malignant,malignant
0,2,0,42,0.0,1.0,malignant,malignant
0,2,0,658,0.0,1.0,malignant,malignant
0,2,0,111,0.0,1.0,malignant,malignant
0,2,0,348,1.0,0.0,malignant,benign
0,2,0,237,0.0,1.0,malignant,malignant
0,2,0,358,0.0,1.0,malignant,malignant
0,2,0,391,0.0,1.0,malignant,malignant
0,2,0,435,0.0,1.0,malignant,malignant
0,2,0,191,0.0,1.0,malignant,malignant
0,2,0,336,0.0,1.0,malignant,malignant
0,2,0,51,0.0,1.0,malignant,malignant
0,2,0,14,0.0,1.0,malignant,malignant
0,2,0,174,0.0,1.0,malignant,malignant
0,2,0,421,0.0,1.0,malignant,malignant
0,2,0,262,0.0,1.0,malignant,malignant
0,2,0,99,0.0,1.0,malignant,malignant
0,2,0,270,0.0,1.0,malignant,malignant
0,2,0,132,0.0,1.0,malignant,malignant
0,2,0,251,0.0,1.0,malignant,malignant
0,2,0,233,0.0,1.0,malignant,malignant
0,3,0,654,1.0,0.0,benign,benign
0,3,0,657,1.0,0.0,benign,benign
0,3,0,645,1.0,0.0,benign,benign
0,3,0,248,0.0,1.0,benign,malignant
0,3,0,296,1.0,0.0,benign,benign
0,3,0,494,1.0,0.0,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
0,3,0,387,1.0,0.0,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
0,3,0,481,1.0,0.0,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
0,3,0,385,1.0,0.0,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
0,3,0,116,0.0,1.0,benign,malignant
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
0,3,0,201,0.0,1.0,malignant,malignant
0,3,0,52,0.0,1.0,malignant,malignant
0,3,0,386,0.0,1.0,malignant,malignant
0,3,0,436,0.0,1.0,malignant,malignant
0,3,0,177,0.0,1.0,malignant,malignant
0,3,0,155,1.0,0.0,malignant,benign
0,3,0,317,0.0,1.0,malignant,malignant
0,3,0,113,1.0,0.0,malignant,benign
0,3,0,611,0.0,1.0,malignant,malignant
0,3,0,300,0.0,1.0,malignant,malignant
0,3,0,465,0.0,1.0,malignant,malignant
0,3,0,183,0.0,1.0,malignant,malignant
0,3,0,626,0.0,1.0,malignant,malignant
0,3,0,610,0.0,1.0,malignant,malignant
0,3,0,323,0.0,1.0,malignant,malignant
0,3,0,36,0.0,1.0,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
0,3,0,254,0.0,1.0,malignant,malignant
0,3,0,159,0.0,1.0,malignant,malignant
0,3,0,206,0.0,1.0,malignant,malignant
0,3,0,286,0.0,1.0,malignant,malignant
0,4,0,641,1.0,0.0,benign,benign
0,4,0,585,1.0,0.0,benign,benign
0,4,0,635,1.0,0.0,benign,benign
0,4,0,298,0.0,1.0,benign,malignant
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
0,4,0,363,1.0,0.0,benign,benign
0,4,0,6,0.0,1.0,benign,malignant
0,4,0,76,1.0,0.0,benign,benign
0,4,0,26,1.0,0.0,benign,benign
0,4,0,72,1.0,0.0,benign,benign
0,4,0,694,1.0,0.0,benign,benign
0,4,0,544,1.0,0.0,benign,benign
0,4,0,346,1.0,0.0,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
0,4,0,450,1.0,0.0,benign,benign
0,4,0,660,1.0,0.0,benign,benign
0,4,0,667,1.0,0.0,benign,benign
0,4,0,402,1.0,0.0,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
0,4,0,234,1.0,0.0,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
0,4,0,57,0.0,1.0,malignant,malignant
0,4,0,38,1.0,0.0,malignant,benign
0,4,0,273,1.0,0.0,malignant,benign
0,4,0,308,0.0,1.0,malignant,malignant
0,4,0,23,0.0,1.0,malignant,malignant
0,4,0,67,1.0,0.0,malignant,benign
0,4,0,247,0.0,1.0,malignant,malignant
0,4,0,698,0.0,1.0,malignant,malignant
0,4,0,68,1.0,0.0,malignant,benign
0,4,0,282,1.0,0.0,malignant,benign
0,4,0,381,0.0,1.0,malignant,malignant
0,4,0,187,0.0,1.0,malignant,malignant
0,4,0,246,0.0,1.0,malignant,malignant
0,4,0,648,0.0,1.0,malignant,malignant
0,4,0,18,0.0,1.0,malignant,malignant
0,4,0,188,0.0,1.0,malignant,malignant
0,4,0,49,0.0,1.0,malignant,malignant
0,4,0,669,0.0,1.0,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
0,4,0,569,0.0,1.0,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
0,5,0,75,1.0,0.0,benign,benign
0,5,0,379,1.0,0.0,benign,benign
0,5,0,534,1.0,0.0,benign,benign
0,5,0,158,1.0,0.0,benign,benign
0,5,0,431,1.0,0.0,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,benign,malignant
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
0,5,0,359,0.0,1.0,malignant,malignant
0,5,0,106,0.0,1.0,malignant,malignant
0,5,0,456,0.0,1.0,malignant,malignant
0,5,0,44,0.0,1.0,malignant,malignant
0,5,0,329,0.0,1.0,malignant,malignant
0,5,0,53,0.0,1.0,malignant,malignant
0,5,0,86,0.0,1.0,malignant,malignant
0,5,0,73,0.0,1.0,malignant,malignant
0,5,0,400,0.0,1.0,malignant,malignant
0,5,0,681,0.0,1.0,malignant,malignant
0,5,0,697,0.0,1.0,malignant,malignant
0,5,0,453,0.0,1.0,malignant,malignant
0,5,0,440,0.0,1.0,malignant,malignant
0,5,0,229,0.0,1.0,malignant,malignant
0,5,0,487,0.0,1.0,malignant,malignant
0,5,0,85,1.0,0.0,malignant,benign
0,5,0,222,1.0,0.0,malignant,benign
0,5,0,519,0.0,1.0,malignant,malignant
0,5,0,304,1.0,0.0,malignant,benign
0,5,0,253,0.0,1.0,malignant,malignant
0,5,0,84,0.0,1.0,malignant,malignant
0,5,0,255,0.0,1.0,malignant,malignant
0,5,0,184,0.0,1.0,malignant,malignant
0,5,0,326,0.0,1.0,malignant,malignant
0,6,0,552,1.0,0.0,benign,benign
0,6,0,141,1.0,0.0,benign,benign
0,6,0,143,1.0,0.0,benign,benign
0,6,0,429,1.0,0.0,benign,benign
0,6,0,587,1.0,0.0,benign,benign
0,6,0,621,1.0,0.0,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
0,6,0,599,1.0,0.0,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
0,6,0,265,1.0,0.0,benign,benign
0,6,0,11,1.0,0.0,benign,benign
0,6,0,576,1.0,0.0,benign,benign
0,6,0,243,1.0,0.0,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
0,6,0,553,1.0,0.0,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
0,6,0,25,0.0,1.0,malignant,malignant
0,6,0,299,0.0,1.0,malignant,malignant
0,6,0,574,0.0,1.0,malignant,malignant
0,6,0,56,0.0,1.0,malignant,malignant
0,6,0,272,0.0,1.0,malignant,malignant
0,6,0,59,0.0,1.0,malignant,malignant
0,6,0,186,0.0,1.0,malignant,malignant
0,6,0,190,0.0,1.0,malignant,malignant
0,6,0,122,0.0,1.0,malignant,malignant
0,6,0,353,0.0,1.0,malignant,malignant
0,6,0,670,0.0,1.0,malignant,malignant
0,6,0,5,0.0,1.0,malignant,malignant
0,6,0,60,0.0,1.0,malignant,malignant
0,6,0,12,1.0,0.0,malignant,benign
0,6,0,356,1.0,0.0,malignant,benign
0,6,0,109,0.0,1.0,malignant,malignant
0,6,0,124,1.0,0.0,malignant,benign
0,6,0,696,0.0,1.0,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
0,6,0,590,0.0,1.0,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
0,7,0,352,0.0,1.0,benign,malignant
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
0,7,0,163,1.0,0.0,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
0,7,0,625,1.0,0.0,benign,benign
0,7,0,80,1.0,0.0,benign,benign
0,7,0,315,0.0,1.0,benign,malignant
0,7,0,220,1.0,0.0,benign,benign
0,7,0,22,1.0,0.0,benign,benign
0,7,0,196,0.0,1.0,benign,malignant
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
0,7,0,650,1.0,0.0,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
0,7,0,689,1.0,0.0,benign,benign
0,7,0,555,1.0,0.0,benign,benign
0,7,0,238,0.0,1.0,malignant,malignant
0,7,0,167,0.0,1.0,malignant,malignant
0,7,0,239,0.0,1.0,malignant,malignant
0,7,0,210,0.0,1.0,malignant,malignant
0,7,0,568,0.0,1.0,malignant,malignant
0,7,0,581,0.0,1.0,malignant,malignant
0,7,0,571,0.0,1.0,malignant,malignant
0,7,0,284,0.0,1.0,malignant,malignant
0,7,0,266,0.0,1.0,malignant,malignant
0,7,0,479,0.0,1.0,malignant,malignant
0,7,0,361,0.0,1.0,malignant,malignant
0,7,0,489,0.0,1.0,malignant,malignant
0,7,0,236,0.0,1.0,malignant,malignant
0,7,0,455,1.0,0.0,malignant,benign
0,7,0,523,0.0,1.0,malignant,malignant
0,7,0,149,0.0,1.0,malignant,malignant
0,7,0,546,0.0,1.0,malignant,malignant
0,7,0,15,1.0,0.0,malignant,benign
0,7,0,21,0.0,1.0,malignant,malignant
0,7,0,71,0.0,1.0,malignant,malignant
0,7,0,221,0.0,1.0,malignant,malignant
0,7,0,349,0.0,1.0,malignant,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
0,8,0,252,0.0,1.0,benign,malignant
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
0,8,0,319,0.0,1.0,benign,malignant
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
0,8,0,114,1.0,0.0,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
0,8,0,506,0.0,1.0,malignant,malignant
0,8,0,179,0.0,1.0,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
0,8,0,263,0.0,1.0,malignant,malignant
0,8,0,482,0.0,1.0,malignant,malignant
0,8,0,416,0.0,1.0,malignant,malignant
0,8,0,522,0.0,1.0,malignant,malignant
0,8,0,603,0.0,1.0,malignant,malignant
0,8,0,427,0.0,1.0,malignant,malignant
0,8,0,101,0.0,1.0,malignant,malignant
0,8,0,230,0.0,1.0,malignant,malignant
0,8,0,425,0.0,1.0,malignant,malignant
0,8,0,39,1.0,0.0,malignant,benign
0,8,0,691,0.0,1.0,malignant,malignant
0,8,0,316,0.0,1.0,malignant,malignant
0,8,0,330,0.0,1.0,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
0,8,0,65,0.0,1.0,malignant,malignant
0,8,0,214,0.0,1.0,malignant,malignant
0,8,0,146,1.0,0.0,malignant,benign
0,8,0,320,0.0,1.0,malignant,malignant
0,9,0,37,1.0,0.0,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,benign,malignant
0,9,0,212,1.0,0.0,benign,benign
0,9,0,406,1.0,0.0,benign,benign
0,9,0,3,1.0,0.0,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
0,9,0,129,1.0,0.0,benign,benign
0,9,0,297,1.0,0.0,benign,benign
0,9,0,458,1.0,0.0,benign,benign
0,9,0,28,1.0,0.0,benign,benign
0,9,0,637,1.0,0.0,benign,benign
0,9,0,558,1.0,0.0,benign,benign
0,9,0,617,1.0,0.0,benign,benign
0,9,0,492,1.0,0.0,benign,benign
0,9,0,504,1.0,0.0,benign,benign
0,9,0,309,1.0,0.0,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
0,9,0,110,1.0,0.0,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
0,9,0,142,0.0,1.0,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
0,9,0,592,0.0,1.0,malignant,malignant
0,9,0,226,0.0,1.0,malignant,malignant
0,9,0,604,0.0,1.0,malignant,malignant
0,9,0,105,1.0,0.0,malignant,benign
0,9,0,264,0.0,1.0,malignant,malignant
0,9,0,231,0.0,1.0,malignant,malignant
0,9,0,43,1.0,0.0,malignant,benign
0,9,0,449,0.0,1.0,malignant,malignant
0,9,0,491,0.0,1.0,malignant,malignant
0,9,0,74,0.0,1.0,malignant,malignant
0,9,0,367,0.0,1.0,malignant,malignant
0,9,0,467,0.0,1.0,malignant,malignant
0,9,0,62,0.0,1.0,malignant,malignant
0,9,0,58,0.0,1.0,malignant,malignant
0,9,0,333,0.0,1.0,malignant,malignant
0,9,0,126,0.0,1.0,malignant,malignant
0,9,0,549,0.0,1.0,malignant,malignant