% Python_3.6.4.
% Sklearn_0.19.1.
% NumPy_1.14.1.
% SciPy_1.0.0.
% Fri Mar 30 20:20:51 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
0,0,0,8,0.959256132756133,0.04074386724386724,benign,benign
0,0,0,148,0.655222077922078,0.3447779220779221,benign,benign
0,0,0,180,0.999564522051561,0.00043547794843906506,benign,benign
0,0,0,415,0.6480937229437232,0.35190627705627714,benign,benign
0,0,0,500,0.9863091630591632,0.013690836940836943,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
0,0,0,259,0.16093831168831163,0.8390616883116879,malignant,benign
0,0,0,433,0.995254958929959,0.0047450410700410695,benign,benign
0,0,0,426,0.8096981573981573,0.1903018426018427,benign,benign
0,0,0,322,1.0,0.0,benign,benign
0,0,0,616,1.0,0.0,benign,benign
0,0,0,219,0.9766446608946611,0.023355339105339105,benign,benign
0,0,0,618,1.0,0.0,benign,benign
0,0,0,287,1.0,0.0,benign,benign
0,0,0,528,0.9789124819624822,0.02108751803751804,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
0,0,0,48,0.9901480626442698,0.009851937355729926,benign,benign
0,0,0,695,1.0,0.0,benign,benign
0,0,0,441,0.7703716680464354,0.22962833195356416,benign,benign
0,0,0,393,0.9997804311424701,0.00021956885752997418,benign,benign
0,0,0,275,0.9796690476190476,0.02033095238095238,benign,benign
0,0,0,464,1.0,0.0,benign,benign
0,0,0,290,1.0,0.0,benign,benign
0,0,0,687,0.9855623376623378,0.01443766233766234,benign,benign
0,0,0,542,0.9850164835164836,0.014983516483516484,benign,benign
0,0,0,376,1.0,0.0,benign,benign
0,0,0,462,0.9873029196293902,0.012697080370609782,benign,benign
0,0,0,97,1.0,0.0,benign,benign
0,0,0,94,1.0,0.0,benign,benign
0,0,0,77,0.9791950549450552,0.020804945054945054,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
0,0,0,624,0.9945672693043082,0.005432730695691812,benign,benign
0,0,0,334,0.010573809523809525,0.9894261904761903,malignant,malignant
0,0,0,414,0.006371428571428571,0.9936285714285715,malignant,malignant
0,0,0,54,0.03179220779220779,0.9682077922077925,malignant,malignant
0,0,0,339,0.03012606837606837,0.9698739316239317,malignant,malignant
0,0,0,357,0.0013079365079365077,0.9986920634920634,malignant,malignant
0,0,0,123,0.11004158619158622,0.8899584138084142,malignant,malignant
0,0,0,292,0.13672898767898767,0.8632710123210122,malignant,malignant
0,0,0,50,0.33037005772005784,0.6696299422799424,malignant,malignant
0,0,0,160,0.0,1.0,malignant,malignant
0,0,0,215,0.0042785714285714285,0.9957214285714285,malignant,malignant
0,0,0,213,0.0008,0.9992000000000001,malignant,malignant
0,0,0,293,0.15023665223665222,0.8497633477633477,malignant,malignant
0,0,0,41,0.23989440559440559,0.7601055944055942,malignant,malignant
0,0,0,488,0.3459120490620492,0.6540879509379515,malignant,malignant
0,0,0,668,0.23015982350982347,0.7698401764901763,malignant,malignant
0,0,0,530,0.08118953823953827,0.9188104617604621,malignant,malignant
0,0,0,46,0.07397813852813855,0.9260218614718617,malignant,malignant
0,0,0,223,0.0196015873015873,0.9803984126984128,malignant,malignant
0,0,0,227,0.02193174603174603,0.9780682539682541,malignant,malignant
0,0,0,680,0.0,1.0,malignant,malignant
0,0,0,63,0.5990811743811744,0.4009188256188254,benign,malignant
0,0,0,128,0.14048975468975466,0.8595102453102452,malignant,malignant
0,0,0,493,0.002,0.998,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
0,1,0,419,0.9203634920634921,0.07963650793650794,benign,benign
0,1,0,485,0.9670641255757726,0.03293587442422801,benign,benign
0,1,0,647,0.9974383154856841,0.0025616845143160935,benign,benign
0,1,0,82,0.9979000000000001,0.0021000000000000003,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
0,1,0,389,0.9900166666666669,0.009983333333333334,benign,benign
0,1,0,176,1.0,0.0,benign,benign
0,1,0,434,0.02403376623376623,0.9759662337662337,malignant,benign
0,1,0,556,0.9921105439836456,0.007889456016354492,benign,benign
0,1,0,495,0.9993775841330386,0.0006224158669614012,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
0,1,0,185,0.9996632984187529,0.00033670158124711545,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
0,1,0,430,0.9970142857142856,0.0029857142857142856,benign,benign
0,1,0,66,1.0,0.0,benign,benign
0,1,0,651,0.9906061660561661,0.009393833943833944,benign,benign
0,1,0,154,1.0,0.0,benign,benign
0,1,0,153,0.9901283125371363,0.00987168746286393,benign,benign
0,1,0,532,0.9996632984187529,0.00033670158124711545,benign,benign
0,1,0,639,0.9982231639705323,0.0017768360294676082,benign,benign
0,1,0,573,1.0,0.0,benign,benign
0,1,0,420,0.9664231510319748,0.03357684896802543,benign,benign
0,1,0,9,0.9995,0.0005,benign,benign
0,1,0,321,0.9968672014260249,0.003132798573975044,benign,benign
0,1,0,258,1.0,0.0,benign,benign
0,1,0,4,0.9841221150194835,0.01587788498051656,benign,benign
0,1,0,19,0.9900392551892552,0.009960744810744809,benign,benign
0,1,0,217,1.0,0.0,benign,benign
0,1,0,362,0.9502489474577711,0.049751052542228995,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
0,1,0,40,0.07454660894660894,0.9254533910533913,malignant,benign
0,1,0,409,1.0,0.0,benign,benign
0,1,0,305,0.031042135642135645,0.9689578643578645,malignant,malignant
0,1,0,267,0.1408375901875903,0.8591624098124101,malignant,malignant
0,1,0,565,0.0,1.0,malignant,malignant
0,1,0,340,0.164650937950938,0.8353490620490626,malignant,malignant
0,1,0,268,0.029057936507936512,0.9709420634920635,malignant,malignant
0,1,0,633,0.080601443001443,0.9193985569985571,malignant,malignant
0,1,0,175,0.0026190476190476185,0.9973809523809523,malignant,malignant
0,1,0,260,0.0010666666666666667,0.9989333333333333,malignant,malignant
0,1,0,218,0.020759523809523815,0.9792404761904764,malignant,malignant
0,1,0,312,0.1440564935064935,0.8559435064935067,malignant,malignant
0,1,0,328,0.21854126984126981,0.7814587301587301,malignant,malignant
0,1,0,224,0.004716666666666667,0.9952833333333334,malignant,malignant
0,1,0,112,0.15499562659562663,0.8450043734043738,malignant,malignant
0,1,0,302,0.0,1.0,malignant,malignant
0,1,0,55,0.053123809523809504,0.9468761904761908,malignant,malignant
0,1,0,151,0.1038252247752248,0.8961747752247752,malignant,malignant
0,1,0,166,0.08816132756132762,0.911838672438673,malignant,malignant
0,1,0,20,0.13365245310245316,0.866347546897547,malignant,malignant
0,1,0,205,0.0,1.0,malignant,malignant
0,1,0,103,0.4806276334776332,0.5193723665223667,malignant,malignant
0,1,0,289,0.017744444444444445,0.9822555555555555,malignant,malignant
0,1,0,582,0.008166666666666666,0.9918333333333333,malignant,malignant
0,1,0,457,0.01210714285714286,0.9878928571428571,malignant,malignant
0,1,0,594,0.016653968253968254,0.983346031746032,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
0,2,0,517,0.9999285714285715,7.142857142857142e-05,benign,benign
0,2,0,615,1.0,0.0,benign,benign
0,2,0,338,0.9999285714285715,7.142857142857142e-05,benign,benign
0,2,0,511,1.0,0.0,benign,benign
0,2,0,404,0.9969542606516292,0.003045739348370928,benign,benign
0,2,0,403,0.972912878787879,0.02708712121212121,benign,benign
0,2,0,547,1.0,0.0,benign,benign
0,2,0,540,0.9997999999999999,0.0002,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
0,2,0,350,0.9971165140415141,0.002883485958485958,benign,benign
0,2,0,257,1.0,0.0,benign,benign
0,2,0,578,1.0,0.0,benign,benign
0,2,0,614,0.9999285714285715,7.142857142857142e-05,benign,benign
0,2,0,642,1.0,0.0,benign,benign
0,2,0,567,0.995,0.005,benign,benign
0,2,0,468,1.0,0.0,benign,benign
0,2,0,178,1.0,0.0,benign,benign
0,2,0,394,0.9935833333333334,0.006416666666666667,benign,benign
0,2,0,92,1.0,0.0,benign,benign
0,2,0,137,1.0,0.0,benign,benign
0,2,0,240,0.882261507936508,0.1177384920634921,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
0,2,0,461,0.9106509573759575,0.08934904262404264,benign,benign
0,2,0,139,0.9921730158730161,0.007826984126984127,benign,benign
0,2,0,678,1.0,0.0,benign,benign
0,2,0,622,0.7534115856365855,0.24658841436341428,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
0,2,0,208,0.9999285714285715,7.142857142857142e-05,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
0,2,0,100,0.11582070707070716,0.8841792929292931,malignant,malignant
0,2,0,344,0.014895238095238093,0.9851047619047619,malignant,malignant
0,2,0,608,0.028380952380952378,0.9716190476190479,malignant,malignant
0,2,0,288,0.4071987734487734,0.5928012265512269,malignant,malignant
0,2,0,42,0.017900793650793653,0.9820992063492067,malignant,malignant
0,2,0,658,0.018416666666666668,0.9815833333333334,malignant,malignant
0,2,0,111,0.09619898989898995,0.9038010101010102,malignant,malignant
0,2,0,348,0.49190476190476196,0.508095238095238,malignant,malignant
0,2,0,237,0.03958571428571429,0.9604142857142857,malignant,malignant
0,2,0,358,0.05618614718614718,0.9438138528138528,malignant,malignant
0,2,0,391,0.0018333333333333333,0.9981666666666668,malignant,malignant
0,2,0,435,0.04440922965922965,0.9555907703407707,malignant,malignant
0,2,0,191,0.006638528138528139,0.993361471861472,malignant,malignant
0,2,0,336,0.11264321789321793,0.8873567821067824,malignant,malignant
0,2,0,51,0.5354318459318458,0.46456815406815405,benign,malignant
0,2,0,14,0.005557142857142857,0.9944428571428572,malignant,malignant
0,2,0,174,0.005131746031746032,0.994868253968254,malignant,malignant
0,2,0,421,0.024176190476190476,0.9758238095238096,malignant,malignant
0,2,0,262,0.0005,0.9995,malignant,malignant
0,2,0,99,0.005966666666666668,0.9940333333333334,malignant,malignant
0,2,0,270,0.06463261183261182,0.9353673881673885,malignant,malignant
0,2,0,132,0.09991464646464651,0.9000853535353536,malignant,malignant
0,2,0,251,0.02581991341991342,0.9741800865800865,malignant,malignant
0,2,0,233,0.04444531024531023,0.9555546897546897,malignant,malignant
0,3,0,654,1.0,0.0,benign,benign
0,3,0,657,0.4705394660894663,0.5294605339105338,malignant,benign
0,3,0,645,1.0,0.0,benign,benign
0,3,0,248,0.8345737373737375,0.1654262626262626,benign,benign
0,3,0,296,0.20541601731601739,0.7945839826839824,malignant,benign
0,3,0,494,0.6606715898136952,0.339328410186305,benign,benign
0,3,0,164,0.9776150793650795,0.022384920634920636,benign,benign
0,3,0,638,1.0,0.0,benign,benign
0,3,0,121,0.9983666666666666,0.0016333333333333332,benign,benign
0,3,0,432,1.0,0.0,benign,benign
0,3,0,471,0.9861386033557087,0.013861396644291384,benign,benign
0,3,0,249,0.995081746031746,0.0049182539682539675,benign,benign
0,3,0,387,0.8385184260184262,0.16148157398157398,benign,benign
0,3,0,399,0.995290934065934,0.004709065934065934,benign,benign
0,3,0,351,1.0,0.0,benign,benign
0,3,0,469,1.0,0.0,benign,benign
0,3,0,481,0.89267310496521,0.1073268950347898,benign,benign
0,3,0,327,1.0,0.0,benign,benign
0,3,0,235,0.8737039932289935,0.12629600677100677,benign,benign
0,3,0,634,1.0,0.0,benign,benign
0,3,0,550,1.0,0.0,benign,benign
0,3,0,601,0.9996936900308994,0.0003063099691006668,benign,benign
0,3,0,473,1.0,0.0,benign,benign
0,3,0,398,1.0,0.0,benign,benign
0,3,0,89,0.9984500000000001,0.00155,benign,benign
0,3,0,311,1.0,0.0,benign,benign
0,3,0,385,0.9048329059829063,0.09516709401709399,benign,benign
0,3,0,536,1.0,0.0,benign,benign
0,3,0,335,1.0,0.0,benign,benign
0,3,0,318,0.9220816849816851,0.07791831501831502,benign,benign
0,3,0,144,1.0,0.0,benign,benign
0,3,0,539,0.9872874819624821,0.01271251803751804,benign,benign
0,3,0,537,1.0,0.0,benign,benign
0,3,0,628,1.0,0.0,benign,benign
0,3,0,325,0.9671135253635251,0.03288647463647463,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
0,3,0,664,0.9943708683129736,0.0056291316870264235,benign,benign
0,3,0,150,0.9996936900308994,0.0003063099691006668,benign,benign
0,3,0,443,1.0,0.0,benign,benign
0,3,0,116,0.6145896159396159,0.385410384060384,benign,benign
0,3,0,513,0.9996936900308994,0.0003063099691006668,benign,benign
0,3,0,428,1.0,0.0,benign,benign
0,3,0,115,0.9144317855862749,0.08556821441372524,benign,benign
0,3,0,10,0.9996936900308994,0.0003063099691006668,benign,benign
0,3,0,201,0.0044,0.9956,malignant,malignant
0,3,0,52,0.05002806637806636,0.9499719336219338,malignant,malignant
0,3,0,386,0.04200177045177045,0.9579982295482296,malignant,malignant
0,3,0,436,0.24825562770562773,0.7517443722943724,malignant,malignant
0,3,0,177,0.07760916305916307,0.9223908369408375,malignant,malignant
0,3,0,155,0.20052464202464199,0.7994753579753582,malignant,malignant
0,3,0,317,0.0497681818181818,0.9502318181818182,malignant,malignant
0,3,0,113,0.027631746031746035,0.9723682539682544,malignant,malignant
0,3,0,611,0.0698821789321789,0.9301178210678213,malignant,malignant
0,3,0,300,0.10619632034632034,0.8938036796536799,malignant,malignant
0,3,0,465,0.0037325396825396823,0.9962674603174604,malignant,malignant
0,3,0,183,0.002955555555555556,0.9970444444444445,malignant,malignant
0,3,0,626,0.11410721500721496,0.8858927849927852,malignant,malignant
0,3,0,610,0.05291507936507935,0.9470849206349209,malignant,malignant
0,3,0,323,0.13914711399711405,0.8608528860028862,malignant,malignant
0,3,0,36,0.03607142857142857,0.9639285714285716,malignant,malignant
0,3,0,612,0.0,1.0,malignant,malignant
0,3,0,279,0.038930630480630474,0.9610693695193699,malignant,malignant
0,3,0,591,0.008988888888888888,0.9910111111111111,malignant,malignant
0,3,0,261,0.0016666666666666666,0.9983333333333334,malignant,malignant
0,3,0,254,0.11011533466533471,0.8898846653346657,malignant,malignant
0,3,0,159,0.0002857142857142857,0.9997142857142858,malignant,malignant
0,3,0,206,0.06356002886002884,0.9364399711399712,malignant,malignant
0,3,0,286,0.004705555555555556,0.9952944444444446,malignant,malignant
0,4,0,641,1.0,0.0,benign,benign
0,4,0,585,1.0,0.0,benign,benign
0,4,0,635,0.9697284992784995,0.03027150072150071,benign,benign
0,4,0,298,0.7168954739704739,0.2831045260295262,benign,benign
0,4,0,341,1.0,0.0,benign,benign
0,4,0,228,0.9996453607280235,0.0003546392719767333,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
0,4,0,147,0.9986666666666666,0.0013333333333333333,benign,benign
0,4,0,423,0.9987700854700855,0.00122991452991453,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
0,4,0,119,0.9996666666666667,0.0003333333333333333,benign,benign
0,4,0,579,1.0,0.0,benign,benign
0,4,0,459,0.9987700854700855,0.00122991452991453,benign,benign
0,4,0,363,0.6424507936507936,0.3575492063492064,benign,benign
0,4,0,6,0.6184619380619379,0.38153806193806206,benign,benign
0,4,0,76,0.9643618326118327,0.03563816738816737,benign,benign
0,4,0,26,0.9996453607280235,0.0003546392719767333,benign,benign
0,4,0,72,0.7863614718614722,0.21363852813852816,benign,benign
0,4,0,694,0.9986666666666666,0.0013333333333333333,benign,benign
0,4,0,544,0.9989333333333333,0.0010666666666666667,benign,benign
0,4,0,346,0.9234159951159948,0.07658400488400485,benign,benign
0,4,0,396,1.0,0.0,benign,benign
0,4,0,690,0.9985256802021508,0.0014743197978492094,benign,benign
0,4,0,182,0.9836935259185262,0.016306474081474082,benign,benign
0,4,0,438,0.9887306863071569,0.011269313692843102,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
0,4,0,450,0.9678083203174538,0.03219167968254654,benign,benign
0,4,0,660,1.0,0.0,benign,benign
0,4,0,667,1.0,0.0,benign,benign
0,4,0,402,0.9543455988455988,0.04565440115440114,benign,benign
0,4,0,484,1.0,0.0,benign,benign
0,4,0,204,1.0,0.0,benign,benign
0,4,0,557,0.9969365653953889,0.0030634346046110746,benign,benign
0,4,0,370,0.9716737151737148,0.028326284826284825,benign,benign
0,4,0,234,0.8243798257298259,0.17562017427017426,benign,benign
0,4,0,207,0.9996453607280235,0.0003546392719767333,benign,benign
0,4,0,671,0.9996666666666667,0.0003333333333333333,benign,benign
0,4,0,295,0.013276190476190476,0.9867238095238096,malignant,malignant
0,4,0,57,0.34759356199356184,0.6524064380064375,malignant,malignant
0,4,0,38,0.09598789543789547,0.9040121045621045,malignant,malignant
0,4,0,273,0.4577270035520035,0.5422729964479964,malignant,malignant
0,4,0,308,0.04499408369408368,0.9550059163059162,malignant,malignant
0,4,0,23,0.26009444444444435,0.7399055555555555,malignant,malignant
0,4,0,67,0.20884271284271289,0.7911572871572871,malignant,malignant
0,4,0,247,0.1360563492063492,0.863943650793651,malignant,malignant
0,4,0,698,0.0858786435786436,0.9141213564213565,malignant,malignant
0,4,0,68,0.05809769119769117,0.9419023088023089,malignant,malignant
0,4,0,282,0.12046976911976913,0.8795302308802314,malignant,malignant
0,4,0,381,0.029892857142857134,0.9701071428571427,malignant,malignant
0,4,0,187,0.00402936507936508,0.995970634920635,malignant,malignant
0,4,0,246,0.0,1.0,malignant,malignant
0,4,0,648,0.03249603174603174,0.9675039682539683,malignant,malignant
0,4,0,18,0.019149639249639246,0.9808503607503609,malignant,malignant
0,4,0,188,0.09196904761904762,0.9080309523809521,malignant,malignant
0,4,0,49,0.07326813186813187,0.9267318681318684,malignant,malignant
0,4,0,669,0.043231962481962476,0.9567680375180376,malignant,malignant
0,4,0,605,0.009509523809523811,0.9904904761904763,malignant,malignant
0,4,0,366,0.0014666666666666667,0.9985333333333334,malignant,malignant
0,4,0,32,0.012276190476190475,0.9877238095238097,malignant,malignant
0,4,0,98,0.041760051060051054,0.958239948939949,malignant,malignant
0,4,0,569,0.014605555555555556,0.9853944444444446,malignant,malignant
0,5,0,535,0.9890753246753248,0.010924675324675323,benign,benign
0,5,0,575,0.9998461538461538,0.00015384615384615385,benign,benign
0,5,0,512,1.0,0.0,benign,benign
0,5,0,442,0.997099567099567,0.0029004329004329,benign,benign
0,5,0,165,1.0,0.0,benign,benign
0,5,0,75,0.930933116883117,0.06906688311688311,benign,benign
0,5,0,379,0.7200059523809527,0.2799940476190477,benign,benign
0,5,0,534,1.0,0.0,benign,benign
0,5,0,158,0.9803606060606063,0.019639393939393936,benign,benign
0,5,0,431,0.946016378066378,0.053983621933621946,benign,benign
0,5,0,118,0.9749805194805194,0.025019480519480518,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
0,5,0,245,0.9992000000000001,0.0008,benign,benign
0,5,0,16,1.0,0.0,benign,benign
0,5,0,478,0.9983452380952382,0.001654761904761905,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
0,5,0,371,0.9998181818181817,0.00018181818181818183,benign,benign
0,5,0,454,0.9801723443223446,0.019827655677655678,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
0,5,0,627,0.9699339882339885,0.030066011766011765,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
0,5,0,331,0.976155339105339,0.023844660894660894,benign,benign
0,5,0,96,1.0,0.0,benign,benign
0,5,0,241,0.9974666666666668,0.002533333333333333,benign,benign
0,5,0,303,1.0,0.0,benign,benign
0,5,0,232,0.12148773448773452,0.8785122655122657,malignant,benign
0,5,0,418,0.9685950216450215,0.031404978354978345,benign,benign
0,5,0,411,0.999909090909091,9.090909090909092e-05,benign,benign
0,5,0,250,0.9986785714285714,0.0013214285714285715,benign,benign
0,5,0,140,1.0,0.0,benign,benign
0,5,0,632,1.0,0.0,benign,benign
0,5,0,359,0.07830088800088802,0.9216991119991119,malignant,malignant
0,5,0,106,0.0328404761904762,0.9671595238095239,malignant,malignant
0,5,0,456,0.004081818181818182,0.9959181818181819,malignant,malignant
0,5,0,44,0.011381168831168832,0.9886188311688312,malignant,malignant
0,5,0,329,0.023606493506493513,0.9763935064935066,malignant,malignant
0,5,0,53,0.06490158730158731,0.9350984126984128,malignant,malignant
0,5,0,86,0.22192801087801103,0.778071989121989,malignant,malignant
0,5,0,73,0.044938961038961035,0.9550610389610389,malignant,malignant
0,5,0,400,0.019661111111111112,0.9803388888888891,malignant,malignant
0,5,0,681,0.0044857142857142865,0.9955142857142857,malignant,malignant
0,5,0,697,0.15756744366744369,0.8424325563325564,malignant,malignant
0,5,0,453,0.027065079365079358,0.9729349206349205,malignant,malignant
0,5,0,440,0.05852308802308799,0.9414769119769124,malignant,malignant
0,5,0,229,0.0,1.0,malignant,malignant
0,5,0,487,0.003595238095238095,0.9964047619047619,malignant,malignant
0,5,0,85,0.22792067099567107,0.7720793290043295,malignant,malignant
0,5,0,222,0.9463084693084695,0.05369153069153066,benign,malignant
0,5,0,519,0.02965468975468975,0.9703453102453105,malignant,malignant
0,5,0,304,0.0891457431457432,0.9108542568542569,malignant,malignant
0,5,0,253,0.022482178932178933,0.9775178210678211,malignant,malignant
0,5,0,84,0.007371428571428571,0.9926285714285714,malignant,malignant
0,5,0,255,0.20573632756132756,0.7942636724386732,malignant,malignant
0,5,0,184,0.0044,0.9956,malignant,malignant
0,5,0,326,0.3701387445887444,0.6298612554112555,malignant,malignant
0,6,0,552,0.9557560606060608,0.04424393939393939,benign,benign
0,6,0,141,1.0,0.0,benign,benign
0,6,0,143,0.8936096958596959,0.10639030414030413,benign,benign
0,6,0,429,1.0,0.0,benign,benign
0,6,0,587,1.0,0.0,benign,benign
0,6,0,621,0.6110181596181596,0.3889818403818403,benign,benign
0,6,0,529,0.9919244020130812,0.008075597986918742,benign,benign
0,6,0,209,0.9937633630520423,0.006236636947957702,benign,benign
0,6,0,345,1.0,0.0,benign,benign
0,6,0,136,1.0,0.0,benign,benign
0,6,0,599,0.9405301698301701,0.05946983016983016,benign,benign
0,6,0,368,0.999556277056277,0.00044372294372294367,benign,benign
0,6,0,202,1.0,0.0,benign,benign
0,6,0,693,0.9892253968253969,0.010774603174603176,benign,benign
0,6,0,373,0.99975,0.00025,benign,benign
0,6,0,29,0.999556277056277,0.00044372294372294367,benign,benign
0,6,0,388,1.0,0.0,benign,benign
0,6,0,35,1.0,0.0,benign,benign
0,6,0,13,0.9993333333333333,0.0006666666666666666,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
0,6,0,613,0.9985555555555556,0.0014444444444444444,benign,benign
0,6,0,554,1.0,0.0,benign,benign
0,6,0,378,0.9835898356432838,0.016410164356716078,benign,benign
0,6,0,566,1.0,0.0,benign,benign
0,6,0,130,0.9982079365079366,0.001792063492063492,benign,benign
0,6,0,355,0.9979333333333333,0.0020666666666666663,benign,benign
0,6,0,244,1.0,0.0,benign,benign
0,6,0,507,0.9609225385725383,0.03907746142746141,benign,benign
0,6,0,422,0.9339088744588744,0.06609112554112553,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
0,6,0,265,0.9222432289932292,0.07775677100677103,benign,benign
0,6,0,11,1.0,0.0,benign,benign
0,6,0,576,1.0,0.0,benign,benign
0,6,0,243,0.7758560883560882,0.22414391164391168,benign,benign
0,6,0,474,1.0,0.0,benign,benign
0,6,0,663,0.999556277056277,0.00044372294372294367,benign,benign
0,6,0,108,0.9919211399711398,0.008078860028860027,benign,benign
0,6,0,192,1.0,0.0,benign,benign
0,6,0,548,0.9998382548269341,0.00016174517306592778,benign,benign
0,6,0,553,0.5785244033744037,0.4214755966255969,benign,benign
0,6,0,445,1.0,0.0,benign,benign
0,6,0,310,1.0,0.0,benign,benign
0,6,0,87,0.012819047619047617,0.9871809523809525,malignant,malignant
0,6,0,25,0.4188090964590964,0.5811909035409035,malignant,malignant
0,6,0,299,0.25031976911976894,0.749680230880231,malignant,malignant
0,6,0,574,0.06541746031746029,0.9345825396825398,malignant,malignant
0,6,0,56,0.10000577200577208,0.8999942279942281,malignant,malignant
0,6,0,272,0.13450490620490618,0.8654950937950937,malignant,malignant
0,6,0,59,0.22194214674214685,0.7780578532578533,malignant,malignant
0,6,0,186,0.049758658008657995,0.950241341991342,malignant,malignant
0,6,0,190,0.007773809523809524,0.9922261904761904,malignant,malignant
0,6,0,122,0.0009047619047619046,0.999095238095238,malignant,malignant
0,6,0,353,0.03397380952380952,0.9660261904761904,malignant,malignant
0,6,0,670,0.04908658008658006,0.95091341991342,malignant,malignant
0,6,0,5,0.0,1.0,malignant,malignant
0,6,0,60,0.4855230658230659,0.5144769341769341,malignant,malignant
0,6,0,12,0.7305711510711513,0.26942884892884905,benign,malignant
0,6,0,356,0.7746956099456102,0.2253043900543901,benign,malignant
0,6,0,109,0.06976233766233766,0.9302376623376623,malignant,malignant
0,6,0,124,0.12623305583305588,0.8737669441669444,malignant,malignant
0,6,0,696,0.10356998556998553,0.8964300144300146,malignant,malignant
0,6,0,152,0.004822222222222222,0.9951777777777778,malignant,malignant
0,6,0,173,0.0011666666666666665,0.9988333333333334,malignant,malignant
0,6,0,211,0.015950000000000002,0.9840500000000001,malignant,malignant
0,6,0,590,0.17824617604617624,0.8217538239538239,malignant,malignant
0,6,0,636,0.025917460317460315,0.9740825396825397,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
0,7,0,470,0.9993254764842999,0.0006745235156999864,benign,benign
0,7,0,352,0.3088423742923744,0.6911576257076255,malignant,benign
0,7,0,620,1.0,0.0,benign,benign
0,7,0,496,0.9995072946661181,0.0004927053338818044,benign,benign
0,7,0,332,1.0,0.0,benign,benign
0,7,0,508,1.0,0.0,benign,benign
0,7,0,163,0.9329995194348136,0.06700048056518645,benign,benign
0,7,0,197,0.9704778998779,0.02952210012210012,benign,benign
0,7,0,69,1.0,0.0,benign,benign
0,7,0,666,0.9871443722943724,0.012855627705627705,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
0,7,0,377,0.9993254764842999,0.0006745235156999864,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
0,7,0,625,0.8639849705849705,0.13601502941502946,benign,benign
0,7,0,80,0.8933324453324458,0.10666755466755473,benign,benign
0,7,0,315,0.1729073593073593,0.8270926406926411,malignant,benign
0,7,0,220,1.0,0.0,benign,benign
0,7,0,22,1.0,0.0,benign,benign
0,7,0,196,0.02067142857142857,0.9793285714285715,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
0,7,0,486,0.9993254764842999,0.0006745235156999864,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
0,7,0,505,0.9985086580086582,0.0014913419913419911,benign,benign
0,7,0,652,1.0,0.0,benign,benign
0,7,0,417,1.0,0.0,benign,benign
0,7,0,650,0.9555337995337998,0.044466200466200465,benign,benign
0,7,0,480,0.9947231676819912,0.005276832318008789,benign,benign
0,7,0,70,0.9991174603174603,0.0008825396825396825,benign,benign
0,7,0,477,1.0,0.0,benign,benign
0,7,0,675,0.9709654179154179,0.02903458208458207,benign,benign
0,7,0,646,1.0,0.0,benign,benign
0,7,0,689,0.9428404040404043,0.05715959595959595,benign,benign
0,7,0,555,0.7636287327052036,0.2363712672947968,benign,benign
0,7,0,238,0.008185714285714287,0.9918142857142859,malignant,malignant
0,7,0,167,0.12605238095238097,0.8739476190476195,malignant,malignant
0,7,0,239,0.06935209235209235,0.9306479076479075,malignant,malignant
0,7,0,210,0.0,1.0,malignant,malignant
0,7,0,568,0.1189405982905983,0.881059401709402,malignant,malignant
0,7,0,581,0.004815873015873016,0.9951841269841272,malignant,malignant
0,7,0,571,0.0004,0.9996,malignant,malignant
0,7,0,284,0.0444674603174603,0.95553253968254,malignant,malignant
0,7,0,266,0.023974025974025974,0.9760259740259741,malignant,malignant
0,7,0,479,0.0057857142857142855,0.9942142857142859,malignant,malignant
0,7,0,361,0.12129711399711401,0.8787028860028855,malignant,malignant
0,7,0,489,0.6282562770562768,0.37174372294372293,benign,malignant
0,7,0,236,0.005652380952380953,0.9943476190476193,malignant,malignant
0,7,0,455,0.6526333666333664,0.34736663336663326,benign,malignant
0,7,0,523,0.005721428571428572,0.9942785714285713,malignant,malignant
0,7,0,149,0.0,1.0,malignant,malignant
0,7,0,546,0.010396825396825397,0.9896031746031748,malignant,malignant
0,7,0,15,0.3075058441558442,0.6924941558441563,malignant,malignant
0,7,0,21,0.013466666666666665,0.9865333333333335,malignant,malignant
0,7,0,71,0.2978354256854256,0.7021645743145741,malignant,malignant
0,7,0,221,0.010055555555555557,0.9899444444444445,malignant,malignant
0,7,0,349,0.25047763347763363,0.7495223665223667,malignant,malignant
0,7,0,483,0.0008214285714285714,0.9991785714285715,malignant,malignant
0,7,0,466,0.005133333333333333,0.9948666666666667,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
0,8,0,30,0.9992024435753006,0.0007975564246992818,benign,benign
0,8,0,662,0.9996666666666666,0.0003333333333333333,benign,benign
0,8,0,452,0.9975280701754385,0.002471929824561404,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
0,8,0,448,0.9994246657975229,0.0005753342024770596,benign,benign
0,8,0,596,1.0,0.0,benign,benign
0,8,0,472,0.9891447615747616,0.010855238425238427,benign,benign
0,8,0,135,0.9241546176046179,0.07584538239538237,benign,benign
0,8,0,631,1.0,0.0,benign,benign
0,8,0,252,0.15872412587412582,0.8412758741258745,malignant,benign
0,8,0,78,0.9965642857142857,0.0034357142857142854,benign,benign
0,8,0,682,0.999,0.001,benign,benign
0,8,0,342,1.0,0.0,benign,benign
0,8,0,640,0.9946470531532452,0.005352946846754896,benign,benign
0,8,0,162,1.0,0.0,benign,benign
0,8,0,644,1.0,0.0,benign,benign
0,8,0,319,0.22646010101010106,0.7735398989898996,malignant,benign
0,8,0,673,0.967392355889724,0.03260764411027567,benign,benign
0,8,0,83,0.9112317238317238,0.08876827616827622,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
0,8,0,497,0.99975,0.00025,benign,benign
0,8,0,607,1.0,0.0,benign,benign
0,8,0,114,0.9417764828738515,0.0582235171261487,benign,benign
0,8,0,369,0.9988691102419673,0.0011308897580326151,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
0,8,0,145,0.9741987012987012,0.02580129870129869,benign,benign
0,8,0,133,1.0,0.0,benign,benign
0,8,0,584,0.9257212880686563,0.07427871193134354,benign,benign
0,8,0,602,1.0,0.0,benign,benign
0,8,0,677,1.0,0.0,benign,benign
0,8,0,506,0.029433333333333332,0.9705666666666667,malignant,malignant
0,8,0,179,0.3860872294372294,0.6139127705627708,malignant,malignant
0,8,0,117,0.012379365079365079,0.9876206349206351,malignant,malignant
0,8,0,283,0.043806056808688376,0.9561939431913121,malignant,malignant
0,8,0,104,0.020554761904761906,0.9794452380952381,malignant,malignant
0,8,0,263,0.02079718614718615,0.979202813852814,malignant,malignant
0,8,0,482,0.004609523809523809,0.9953904761904762,malignant,malignant
0,8,0,416,0.023711111111111117,0.9762888888888891,malignant,malignant
0,8,0,522,0.08109992784992782,0.9189000721500723,malignant,malignant
0,8,0,603,0.2556252525252526,0.7443747474747475,malignant,malignant
0,8,0,427,0.04199841269841269,0.9580015873015876,malignant,malignant
0,8,0,101,0.4619507825507823,0.538049217449218,malignant,malignant
0,8,0,230,0.0750243145743146,0.9249756854256861,malignant,malignant
0,8,0,425,0.0020714285714285713,0.9979285714285715,malignant,malignant
0,8,0,39,0.17831132756132761,0.8216886724386727,malignant,malignant
0,8,0,691,0.18498246753246753,0.8150175324675325,malignant,malignant
0,8,0,316,0.12735945165945167,0.8726405483405483,malignant,malignant
0,8,0,330,0.09626500341763501,0.9037349965823653,malignant,malignant
0,8,0,360,0.0004,0.9996,malignant,malignant
0,8,0,107,0.03922380952380952,0.9607761904761906,malignant,malignant
0,8,0,412,0.009285714285714284,0.9907142857142855,malignant,malignant
0,8,0,65,0.4271050449550452,0.5728949550449551,malignant,malignant
0,8,0,214,0.0005714285714285714,0.9994285714285714,malignant,malignant
0,8,0,146,0.3230861749361751,0.676913825063825,malignant,malignant
0,8,0,320,0.015454184704184705,0.9845458152958155,malignant,malignant
0,9,0,37,0.7969852924852928,0.20301470751470757,benign,benign
0,9,0,397,1.0,0.0,benign,benign
0,9,0,619,1.0,0.0,benign,benign
0,9,0,408,0.9675021720969094,0.03249782790309107,benign,benign
0,9,0,347,0.9819200628474211,0.01807993715257866,benign,benign
0,9,0,1,0.19633722943722956,0.8036627705627702,malignant,benign
0,9,0,212,1.0,0.0,benign,benign
0,9,0,406,1.0,0.0,benign,benign
0,9,0,3,0.1692954545454546,0.8307045454545463,malignant,benign
0,9,0,45,0.9898396103896103,0.010160389610389611,benign,benign
0,9,0,460,0.9990333333333333,0.0009666666666666666,benign,benign
0,9,0,189,0.993989898989899,0.006010101010101011,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
0,9,0,597,0.9943419191919192,0.005658080808080807,benign,benign
0,9,0,543,1.0,0.0,benign,benign
0,9,0,129,0.9360247474747475,0.0639752525252525,benign,benign
0,9,0,297,0.5398018925518927,0.4601981074481076,benign,benign
0,9,0,458,1.0,0.0,benign,benign
0,9,0,28,1.0,0.0,benign,benign
0,9,0,637,0.8948459235209238,0.1051540764790765,benign,benign
0,9,0,558,1.0,0.0,benign,benign
0,9,0,617,0.9918486522318932,0.008151347768106925,benign,benign
0,9,0,492,0.9942067829900239,0.0057932170099761655,benign,benign
0,9,0,504,1.0,0.0,benign,benign
0,9,0,309,0.7407359373083054,0.25926406269169416,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
0,9,0,630,0.978490331890332,0.02150966810966811,benign,benign
0,9,0,110,0.7578811726285415,0.24211882737145893,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
0,9,0,444,0.9658747474747473,0.03412525252525253,benign,benign
0,9,0,134,0.9996,0.0004,benign,benign
0,9,0,413,1.0,0.0,benign,benign
0,9,0,33,1.0,0.0,benign,benign
0,9,0,294,0.9995794871794872,0.0004205128205128205,benign,benign
0,9,0,102,1.0,0.0,benign,benign
0,9,0,314,0.999327440110681,0.0006725598893190458,benign,benign
0,9,0,200,0.004866666666666666,0.9951333333333333,malignant,malignant
0,9,0,570,0.0655235209235209,0.9344764790764792,malignant,malignant
0,9,0,514,0.02047720057720058,0.9795227994227996,malignant,malignant
0,9,0,142,0.052000793650793645,0.9479992063492063,malignant,malignant
0,9,0,586,0.0006,0.9994,malignant,malignant
0,9,0,588,0.10252950937950943,0.8974704906204907,malignant,malignant
0,9,0,515,0.0350642857142857,0.9649357142857143,malignant,malignant
0,9,0,592,0.13397085137085138,0.8660291486291489,malignant,malignant
0,9,0,226,0.0006857142857142857,0.9993142857142857,malignant,malignant
0,9,0,604,0.2764658008658009,0.7235341991341994,malignant,malignant
0,9,0,105,0.48319943769680623,0.5168005623031936,malignant,malignant
0,9,0,264,0.10984227994227999,0.8901577200577204,malignant,malignant
0,9,0,231,0.05005468975468976,0.9499453102453104,malignant,malignant
0,9,0,43,0.4144304473304475,0.5855695526695524,malignant,malignant
0,9,0,449,0.005083333333333333,0.9949166666666668,malignant,malignant
0,9,0,491,0.019511782661782665,0.9804882173382177,malignant,malignant
0,9,0,74,0.19456443001443,0.8054355699855701,malignant,malignant
0,9,0,367,0.0006666666666666666,0.9993333333333334,malignant,malignant
0,9,0,467,0.024540692640692644,0.9754593073593073,malignant,malignant
0,9,0,62,0.06700483405483404,0.9329951659451664,malignant,malignant
0,9,0,58,0.2970244921744921,0.7029755078255081,malignant,malignant
0,9,0,333,0.05615259740259737,0.9438474025974027,malignant,malignant
0,9,0,126,0.019126190476190477,0.9808738095238095,malignant,malignant
0,9,0,549,0.1107997113997114,0.8892002886002889,malignant,malignant