% Python_3.8.10. % Sklearn_0.24.2. % NumPy_1.17.4. % SciPy_1.3.3. % Wed Dec 1 18:28:37 2021 % 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 0,0,0,665,0.9990297234036918,0.0009702765963081868,benign,benign 0,0,0,447,0.9930154488509774,0.006984551149022613,benign,benign 0,0,0,593,0.9861659855714959,0.013834014428504092,benign,benign 0,0,0,8,0.9990297234036918,0.0009702765963081868,benign,benign 0,0,0,148,0.9676104411572867,0.03238955884271334,benign,benign 0,0,0,180,0.9968774961781636,0.0031225038218363767,benign,benign 0,0,0,415,0.6991082822585484,0.3008917177414516,benign,benign 0,0,0,500,0.9233786698803446,0.07662133011965538,benign,benign 0,0,0,131,0.9968774961781636,0.0031225038218363767,benign,benign 0,0,0,156,0.9977157969912209,0.0022842030087790927,benign,benign 0,0,0,545,0.9930154488509774,0.006984551149022613,benign,benign 0,0,0,595,0.9930154488509774,0.006984551149022613,benign,benign 0,0,0,259,0.021751320278631137,0.9782486797213689,benign,malignant 0,0,0,433,0.9963969434935162,0.0036030565064838734,benign,benign 0,0,0,426,0.9438525663115989,0.05614743368840116,benign,benign 0,0,0,322,0.9941865372229705,0.00581346277702952,benign,benign 0,0,0,616,0.9981901763059893,0.0018098236940107392,benign,benign 0,0,0,219,0.8892640582572879,0.11073594174271205,benign,benign 0,0,0,618,0.9947143280996658,0.0052856719003342295,benign,benign 0,0,0,287,0.9981901763059893,0.0018098236940107392,benign,benign 0,0,0,528,0.945077166267019,0.05492283373298105,benign,benign 0,0,0,649,0.9981901763059893,0.0018098236940107392,benign,benign 0,0,0,538,0.9947143280996658,0.0052856719003342295,benign,benign 0,0,0,343,0.9990297234036918,0.0009702765963081868,benign,benign 0,0,0,48,0.9831513065551275,0.01684869344487251,benign,benign 0,0,0,695,0.9990297234036918,0.0009702765963081868,benign,benign 0,0,0,441,0.7713883149483701,0.2286116850516299,benign,benign 0,0,0,393,0.9990297234036918,0.0009702765963081868,benign,benign 0,0,0,275,0.9963969434935162,0.0036030565064838734,benign,benign 0,0,0,464,0.9947143280996658,0.0052856719003342295,benign,benign 0,0,0,290,0.9990297234036918,0.0009702765963081868,benign,benign 0,0,0,687,0.99690674088238,0.0030932591176200813,benign,benign 0,0,0,542,0.9810467315126601,0.018953268487339872,benign,benign 0,0,0,376,0.9990297234036918,0.0009702765963081868,benign,benign 0,0,0,462,0.9627182032326603,0.037281796767339684,benign,benign 0,0,0,97,0.9778188058796774,0.022181194120322618,benign,benign 0,0,0,94,0.9968774961781636,0.0031225038218363767,benign,benign 0,0,0,77,0.9810467315126601,0.018953268487339872,benign,benign 0,0,0,27,0.9930154488509774,0.006984551149022613,benign,benign 0,0,0,256,0.9981901763059893,0.0018098236940107392,benign,benign 0,0,0,277,0.9990297234036918,0.0009702765963081868,benign,benign 0,0,0,138,0.9895132921619819,0.010486707838018083,benign,benign 0,0,0,562,0.9968774961781636,0.0031225038218363767,benign,benign 0,0,0,242,0.9968774961781636,0.0031225038218363767,benign,benign 0,0,0,64,0.9990297234036918,0.0009702765963081868,benign,benign 0,0,0,624,0.9930154488509774,0.006984551149022613,benign,benign 0,0,0,334,0.00973396368277235,0.9902660363172276,malignant,malignant 0,0,0,414,0.004342514907589967,0.99565748509241,malignant,malignant 0,0,0,54,0.0061864319116800015,0.99381356808832,malignant,malignant 0,0,0,339,0.007166478186975245,0.9928335218130248,malignant,malignant 0,0,0,357,0.004353060539303288,0.9956469394606967,malignant,malignant 0,0,0,123,0.06294611706453568,0.9370538829354643,malignant,malignant 0,0,0,292,0.07976060652200789,0.9202393934779921,malignant,malignant 0,0,0,50,0.1241775282863028,0.8758224717136972,malignant,malignant 0,0,0,160,0.0035715797990674147,0.9964284202009326,malignant,malignant 0,0,0,215,0.004881319904289527,0.9951186800957105,malignant,malignant 0,0,0,213,0.0035715797990674147,0.9964284202009326,malignant,malignant 0,0,0,293,0.05251461928037293,0.9474853807196271,malignant,malignant 0,0,0,41,0.07857022283316606,0.9214297771668339,malignant,malignant 0,0,0,488,0.1533922035014006,0.8466077964985994,malignant,malignant 0,0,0,668,0.1639206412134857,0.8360793587865143,malignant,malignant 0,0,0,530,0.011124930019377866,0.9888750699806221,malignant,malignant 0,0,0,46,0.017646041992721462,0.9823539580072785,malignant,malignant 0,0,0,223,0.004342514907589967,0.99565748509241,malignant,malignant 0,0,0,227,0.005933282521970007,0.99406671747803,malignant,malignant 0,0,0,680,0.0035715797990674147,0.9964284202009326,malignant,malignant 0,0,0,63,0.42295632545974937,0.5770436745402506,malignant,malignant 0,0,0,128,0.05285231728637696,0.947147682713623,malignant,malignant 0,0,0,493,0.00976936260604766,0.9902306373939523,malignant,malignant 0,0,0,285,0.0035715797990674147,0.9964284202009326,malignant,malignant 0,1,0,561,0.9860937225624891,0.013906277437510927,benign,benign 0,1,0,521,0.9964687413250175,0.0035312586749824413,benign,benign 0,1,0,419,0.9992640264902738,0.0007359735097262402,benign,benign 0,1,0,485,0.9983957304585149,0.0016042695414850879,benign,benign 0,1,0,647,0.9996451438568794,0.0003548561431205576,benign,benign 0,1,0,82,0.9860937225624891,0.013906277437510927,benign,benign 0,1,0,527,0.9934216907765173,0.006578309223482699,benign,benign 0,1,0,324,0.9993371224947978,0.0006628775052022089,benign,benign 0,1,0,157,0.9993371224947978,0.0006628775052022089,benign,benign 0,1,0,389,0.9876857371407206,0.012314262859279427,benign,benign 0,1,0,176,0.9993371224947978,0.0006628775052022089,benign,benign 0,1,0,434,0.0077715316470085005,0.9922284683529915,benign,malignant 0,1,0,556,0.9853197110605767,0.014680288939423355,benign,benign 0,1,0,495,0.9983593225141552,0.0016406774858448272,benign,benign 0,1,0,172,0.9996451438568794,0.0003548561431205576,benign,benign 0,1,0,181,0.9996451438568794,0.0003548561431205576,benign,benign 0,1,0,313,0.9996451438568794,0.0003548561431205576,benign,benign 0,1,0,2,0.9949526284695754,0.005047371530424598,benign,benign 0,1,0,185,0.9993371224947978,0.0006628775052022089,benign,benign 0,1,0,198,0.9996451438568794,0.0003548561431205576,benign,benign 0,1,0,503,0.9934216907765173,0.006578309223482699,benign,benign 0,1,0,88,0.9934216907765173,0.006578309223482699,benign,benign 0,1,0,61,0.9992258992280522,0.0007741007719478626,benign,benign 0,1,0,430,0.9992640264902738,0.0007359735097262402,benign,benign 0,1,0,66,0.9934216907765173,0.006578309223482699,benign,benign 0,1,0,651,0.9996451438568794,0.0003548561431205576,benign,benign 0,1,0,154,0.9996451438568794,0.0003548561431205576,benign,benign 0,1,0,153,0.9881959723203589,0.011804027679641109,benign,benign 0,1,0,532,0.9993371224947978,0.0006628775052022089,benign,benign 0,1,0,639,0.9925094697709556,0.007490530229044397,benign,benign 0,1,0,573,0.9996451438568794,0.0003548561431205576,benign,benign 0,1,0,420,0.9796504712122778,0.02034952878772226,benign,benign 0,1,0,9,0.9964687413250175,0.0035312586749824413,benign,benign 0,1,0,321,0.9969386037374612,0.0030613962625387404,benign,benign 0,1,0,258,0.9969386037374612,0.0030613962625387404,benign,benign 0,1,0,4,0.9934216907765173,0.006578309223482699,benign,benign 0,1,0,19,0.9202970513889048,0.07970294861109514,benign,benign 0,1,0,217,0.9993371224947978,0.0006628775052022089,benign,benign 0,1,0,362,0.9890057094348543,0.010994290565145708,benign,benign 0,1,0,475,0.9983593225141552,0.0016406774858448272,benign,benign 0,1,0,476,0.9930526741590976,0.006947325840902365,benign,benign 0,1,0,686,0.9996451438568794,0.0003548561431205576,benign,benign 0,1,0,307,0.9993371224947978,0.0006628775052022089,benign,benign 0,1,0,659,0.9996451438568794,0.0003548561431205576,benign,benign 0,1,0,40,0.03473690550308017,0.9652630944969198,benign,malignant 0,1,0,409,0.99676622955581,0.003233770444189991,benign,benign 0,1,0,305,0.006738852903335535,0.9932611470966645,malignant,malignant 0,1,0,267,0.31365008996743327,0.6863499100325667,malignant,malignant 0,1,0,565,0.007487050542717921,0.9925129494572821,malignant,malignant 0,1,0,340,0.04231867092302233,0.9576813290769777,malignant,malignant 0,1,0,268,0.0037672033348602474,0.9962327966651398,malignant,malignant 0,1,0,633,0.010563601769044473,0.9894363982309555,malignant,malignant 0,1,0,175,0.007487050542717921,0.9925129494572821,malignant,malignant 0,1,0,260,0.00371724756592251,0.9962827524340775,malignant,malignant 0,1,0,218,0.002406583135316387,0.9975934168646836,malignant,malignant 0,1,0,312,0.10834859822686937,0.8916514017731306,malignant,malignant 0,1,0,328,0.028393627997567505,0.9716063720024325,malignant,malignant 0,1,0,224,0.0020052476297971467,0.9979947523702029,malignant,malignant 0,1,0,112,0.035621991635946815,0.9643780083640532,malignant,malignant 0,1,0,302,0.0020052476297971467,0.9979947523702029,malignant,malignant 0,1,0,55,0.012607553004776562,0.9873924469952234,malignant,malignant 0,1,0,151,0.035887528260151846,0.9641124717398482,malignant,malignant 0,1,0,166,0.024838976276775115,0.9751610237232249,malignant,malignant 0,1,0,20,0.02741741804738984,0.9725825819526102,malignant,malignant 0,1,0,205,0.007487050542717921,0.9925129494572821,malignant,malignant 0,1,0,103,0.456698614923563,0.543301385076437,malignant,malignant 0,1,0,289,0.015588605898840147,0.9844113941011599,malignant,malignant 0,1,0,582,0.0020052476297971467,0.9979947523702029,malignant,malignant 0,1,0,457,0.010563601769044473,0.9894363982309555,malignant,malignant 0,1,0,594,0.04467335562428798,0.955326644375712,malignant,malignant 0,2,0,269,0.9997175795068749,0.0002824204931251425,benign,benign 0,2,0,168,0.999108699847908,0.0008913001520920522,benign,benign 0,2,0,559,0.993699819743316,0.006300180256684017,benign,benign 0,2,0,195,0.9896111968909888,0.010388803109011245,benign,benign 0,2,0,79,0.999862921916314,0.00013707808368596823,benign,benign 0,2,0,517,0.999862921916314,0.00013707808368596823,benign,benign 0,2,0,615,0.9882359568634511,0.011764043136548911,benign,benign 0,2,0,338,0.999862921916314,0.00013707808368596823,benign,benign 0,2,0,511,0.993699819743316,0.006300180256684017,benign,benign 0,2,0,404,0.9998235210992147,0.0001764789007852907,benign,benign 0,2,0,403,0.9704690915232806,0.029530908476719353,benign,benign 0,2,0,547,0.999862921916314,0.00013707808368596823,benign,benign 0,2,0,540,0.9870390341481683,0.012960965851831662,benign,benign 0,2,0,516,0.999862921916314,0.00013707808368596823,benign,benign 0,2,0,623,0.999862921916314,0.00013707808368596823,benign,benign 0,2,0,451,0.993699819743316,0.006300180256684017,benign,benign 0,2,0,606,0.9949312291184687,0.005068770881531329,benign,benign 0,2,0,439,0.993699819743316,0.006300180256684017,benign,benign 0,2,0,350,0.993699819743316,0.006300180256684017,benign,benign 0,2,0,257,0.999567255114842,0.0004327448851580344,benign,benign 0,2,0,578,0.999862921916314,0.00013707808368596823,benign,benign 0,2,0,614,0.999862921916314,0.00013707808368596823,benign,benign 0,2,0,642,0.999567255114842,0.0004327448851580344,benign,benign 0,2,0,567,0.9607758038452066,0.03922419615479349,benign,benign 0,2,0,468,0.9949312291184687,0.005068770881531329,benign,benign 0,2,0,178,0.9896111968909888,0.010388803109011245,benign,benign 0,2,0,394,0.9995953721096523,0.0004046278903476951,benign,benign 0,2,0,92,0.9896111968909888,0.010388803109011245,benign,benign 0,2,0,137,0.999567255114842,0.0004327448851580344,benign,benign 0,2,0,240,0.9555672814894668,0.044432718510533195,benign,benign 0,2,0,424,0.999567255114842,0.0004327448851580344,benign,benign 0,2,0,526,0.9949312291184687,0.005068770881531329,benign,benign 0,2,0,463,0.995628595783138,0.004371404216862044,benign,benign 0,2,0,688,0.9949312291184687,0.005068770881531329,benign,benign 0,2,0,461,0.9704690915232806,0.029530908476719353,benign,benign 0,2,0,139,0.999862921916314,0.00013707808368596823,benign,benign 0,2,0,678,0.999862921916314,0.00013707808368596823,benign,benign 0,2,0,622,0.9453948936799905,0.0546051063200095,benign,benign 0,2,0,171,0.9997175795068749,0.0002824204931251425,benign,benign 0,2,0,629,0.9949312291184687,0.005068770881531329,benign,benign 0,2,0,93,0.999862921916314,0.00013707808368596823,benign,benign 0,2,0,380,0.999862921916314,0.00013707808368596823,benign,benign 0,2,0,208,0.9997175795068749,0.0002824204931251425,benign,benign 0,2,0,564,0.9910339029742952,0.008966097025704863,benign,benign 0,2,0,281,0.9997175795068749,0.0002824204931251425,benign,benign 0,2,0,525,0.999567255114842,0.0004327448851580344,benign,benign 0,2,0,100,0.07207490391424676,0.9279250960857532,malignant,malignant 0,2,0,344,0.003601442423410761,0.9963985575765892,malignant,malignant 0,2,0,608,0.021469731940561454,0.9785302680594385,malignant,malignant 0,2,0,288,0.0686831706476595,0.9313168293523405,malignant,malignant 0,2,0,42,0.005402362673217143,0.9945976373267829,malignant,malignant 0,2,0,658,0.007954497212536271,0.9920455027874637,malignant,malignant 0,2,0,111,0.02772661237730123,0.9722733876226988,malignant,malignant 0,2,0,348,0.9541097257333553,0.04589027426664474,malignant,benign 0,2,0,237,0.0901966242142368,0.9098033757857632,malignant,malignant 0,2,0,358,0.011447178486490905,0.9885528215135091,malignant,malignant 0,2,0,391,0.003601442423410761,0.9963985575765892,malignant,malignant 0,2,0,435,0.0068628479548641375,0.9931371520451359,malignant,malignant 0,2,0,191,0.009041228425673675,0.9909587715743263,malignant,malignant 0,2,0,336,0.014696925323752663,0.9853030746762473,malignant,malignant 0,2,0,51,0.335545884380518,0.664454115619482,malignant,malignant 0,2,0,14,0.003601442423410761,0.9963985575765892,malignant,malignant 0,2,0,174,0.0068628479548641375,0.9931371520451359,malignant,malignant 0,2,0,421,0.007954497212536271,0.9920455027874637,malignant,malignant 0,2,0,262,0.003601442423410761,0.9963985575765892,malignant,malignant 0,2,0,99,0.003601442423410761,0.9963985575765892,malignant,malignant 0,2,0,270,0.03002982637085927,0.9699701736291407,malignant,malignant 0,2,0,132,0.04521866927615703,0.954781330723843,malignant,malignant 0,2,0,251,0.01114821425277801,0.988851785747222,malignant,malignant 0,2,0,233,0.03493944289934037,0.9650605571006596,malignant,malignant 0,3,0,654,0.9978062886540985,0.0021937113459014734,benign,benign 0,3,0,657,0.6699942869808289,0.3300057130191711,benign,benign 0,3,0,645,0.9991207793057311,0.0008792206942689835,benign,benign 0,3,0,248,0.9755063045819651,0.02449369541803491,benign,benign 0,3,0,296,0.1045179207649467,0.8954820792350533,benign,malignant 0,3,0,494,0.70753069029761,0.29246930970239005,benign,benign 0,3,0,164,0.9889162555852895,0.0110837444147105,benign,benign 0,3,0,638,0.9955338870747913,0.004466112925208685,benign,benign 0,3,0,121,0.977021496483742,0.022978503516257916,benign,benign 0,3,0,432,0.9955338870747913,0.004466112925208685,benign,benign 0,3,0,471,0.9713420479041851,0.028657952095814947,benign,benign 0,3,0,249,0.9978062886540985,0.0021937113459014734,benign,benign 0,3,0,387,0.9307434592279403,0.06925654077205967,benign,benign 0,3,0,399,0.9993165267217771,0.000683473278222966,benign,benign 0,3,0,351,0.9994354788744428,0.0005645211255571769,benign,benign 0,3,0,469,0.9993165267217771,0.000683473278222966,benign,benign 0,3,0,481,0.9646861644342724,0.035313835565727605,benign,benign 0,3,0,327,0.9997739659193771,0.0002260340806229286,benign,benign 0,3,0,235,0.9820540431737518,0.017945956826248208,benign,benign 0,3,0,634,0.9991207793057311,0.0008792206942689835,benign,benign 0,3,0,550,0.9991207793057311,0.0008792206942689835,benign,benign 0,3,0,601,0.9997739659193771,0.0002260340806229286,benign,benign 0,3,0,473,0.9955338870747913,0.004466112925208685,benign,benign 0,3,0,398,0.9991207793057311,0.0008792206942689835,benign,benign 0,3,0,89,0.9997739659193771,0.0002260340806229286,benign,benign 0,3,0,311,0.9997739659193771,0.0002260340806229286,benign,benign 0,3,0,385,0.9941916359176091,0.0058083640823909325,benign,benign 0,3,0,536,0.9889162555852895,0.0110837444147105,benign,benign 0,3,0,335,0.9997739659193771,0.0002260340806229286,benign,benign 0,3,0,318,0.9993221740611602,0.000677825938839806,benign,benign 0,3,0,144,0.9997739659193771,0.0002260340806229286,benign,benign 0,3,0,539,0.9713420479041851,0.028657952095814947,benign,benign 0,3,0,537,0.9735131797720948,0.026486820227905186,benign,benign 0,3,0,628,0.9997739659193771,0.0002260340806229286,benign,benign 0,3,0,325,0.9961065080199948,0.0038934919800052183,benign,benign 0,3,0,91,0.9991207793057311,0.0008792206942689835,benign,benign 0,3,0,161,0.9889162555852895,0.0110837444147105,benign,benign 0,3,0,291,0.9994354788744428,0.0005645211255571769,benign,benign 0,3,0,664,0.9991207793057311,0.0008792206942689835,benign,benign 0,3,0,150,0.9994354788744428,0.0005645211255571769,benign,benign 0,3,0,443,0.9990517320614751,0.0009482679385248763,benign,benign 0,3,0,116,0.662190518918395,0.337809481081605,benign,benign 0,3,0,513,0.9991207793057311,0.0008792206942689835,benign,benign 0,3,0,428,0.9997739659193771,0.0002260340806229286,benign,benign 0,3,0,115,0.9839252266795824,0.016074773320417655,benign,benign 0,3,0,10,0.9994354788744428,0.0005645211255571769,benign,benign 0,3,0,201,0.007548283641191755,0.9924517163588082,malignant,malignant 0,3,0,52,0.04113496488058099,0.958865035119419,malignant,malignant 0,3,0,386,0.011100930620420169,0.9888990693795798,malignant,malignant 0,3,0,436,0.33668911739522855,0.6633108826047714,malignant,malignant 0,3,0,177,0.23877231633263707,0.7612276836673629,malignant,malignant 0,3,0,155,0.11361379667525251,0.8863862033247475,malignant,malignant 0,3,0,317,0.004085441216186592,0.9959145587838134,malignant,malignant 0,3,0,113,0.009261455744266955,0.990738544255733,malignant,malignant 0,3,0,611,0.10843075227729548,0.8915692477227045,malignant,malignant 0,3,0,300,0.006143364294545317,0.9938566357054547,malignant,malignant 0,3,0,465,0.004085441216186592,0.9959145587838134,malignant,malignant 0,3,0,183,0.013225203733582824,0.9867747962664172,malignant,malignant 0,3,0,626,0.013225203733582824,0.9867747962664172,malignant,malignant 0,3,0,610,0.02265335243225275,0.9773466475677473,malignant,malignant 0,3,0,323,0.10695844742324434,0.8930415525767557,malignant,malignant 0,3,0,36,0.07245302180646873,0.9275469781935313,malignant,malignant 0,3,0,612,0.004085441216186592,0.9959145587838134,malignant,malignant 0,3,0,279,0.031017273550383417,0.9689827264496166,malignant,malignant 0,3,0,591,0.013445038739330006,0.98655496126067,malignant,malignant 0,3,0,261,0.013225203733582824,0.9867747962664172,malignant,malignant 0,3,0,254,0.02596421950020067,0.9740357804997993,malignant,malignant 0,3,0,159,0.005016653081867828,0.9949833469181322,malignant,malignant 0,3,0,206,0.021198612359545788,0.9788013876404542,malignant,malignant 0,3,0,286,0.010808897076962865,0.9891911029230371,malignant,malignant 0,4,0,641,0.9977470910524501,0.0022529089475498846,benign,benign 0,4,0,585,0.9991662379475529,0.0008337620524471417,benign,benign 0,4,0,635,0.9926963666393346,0.007303633360665428,benign,benign 0,4,0,298,0.9605151929567146,0.039484807043285435,benign,benign 0,4,0,341,0.9985688887618381,0.0014311112381618224,benign,benign 0,4,0,228,0.9985688887618381,0.0014311112381618224,benign,benign 0,4,0,437,0.9946664477186151,0.005333552281384919,benign,benign 0,4,0,17,0.9908746653652966,0.009125334634703396,benign,benign 0,4,0,598,0.9977470910524501,0.0022529089475498846,benign,benign 0,4,0,147,0.9959796041665886,0.004020395833411403,benign,benign 0,4,0,423,0.9769910110791623,0.02300898892083771,benign,benign 0,4,0,225,0.9991662379475529,0.0008337620524471417,benign,benign 0,4,0,271,0.9877385844530936,0.012261415546906379,benign,benign 0,4,0,583,0.9977470910524501,0.0022529089475498846,benign,benign 0,4,0,337,0.9985688887618381,0.0014311112381618224,benign,benign 0,4,0,656,0.9928240419594048,0.007175958040595222,benign,benign 0,4,0,119,0.9889005330359465,0.011099466964053537,benign,benign 0,4,0,579,0.9985688887618381,0.0014311112381618224,benign,benign 0,4,0,459,0.9769910110791623,0.02300898892083771,benign,benign 0,4,0,363,0.6505211849565803,0.3494788150434197,benign,benign 0,4,0,6,0.9204413186969471,0.07955868130305291,benign,benign 0,4,0,76,0.9967232646550346,0.003276735344965371,benign,benign 0,4,0,26,0.9977470910524501,0.0022529089475498846,benign,benign 0,4,0,72,0.9598104053405159,0.04018959465948409,benign,benign 0,4,0,694,0.9935072368566795,0.0064927631433204964,benign,benign 0,4,0,544,0.9967232646550346,0.003276735344965371,benign,benign 0,4,0,346,0.9857129101499038,0.014287089850096156,benign,benign 0,4,0,396,0.9961369245089012,0.0038630754910987677,benign,benign 0,4,0,690,0.9991662379475529,0.0008337620524471417,benign,benign 0,4,0,182,0.9453947966104027,0.05460520338959733,benign,benign 0,4,0,438,0.9828281907783114,0.01717180922168861,benign,benign 0,4,0,278,0.9985688887618381,0.0014311112381618224,benign,benign 0,4,0,384,0.9991662379475529,0.0008337620524471417,benign,benign 0,4,0,405,0.9991662379475529,0.0008337620524471417,benign,benign 0,4,0,301,0.9985688887618381,0.0014311112381618224,benign,benign 0,4,0,450,0.9946664477186151,0.005333552281384919,benign,benign 0,4,0,660,0.9991662379475529,0.0008337620524471417,benign,benign 0,4,0,667,0.9961369245089012,0.0038630754910987677,benign,benign 0,4,0,402,0.9563876543275287,0.04361234567247125,benign,benign 0,4,0,484,0.9857129101499038,0.014287089850096156,benign,benign 0,4,0,204,0.9985688887618381,0.0014311112381618224,benign,benign 0,4,0,557,0.9928240419594048,0.007175958040595222,benign,benign 0,4,0,370,0.9796040516204434,0.02039594837955662,benign,benign 0,4,0,234,0.9817033768275558,0.01829662317244423,benign,benign 0,4,0,207,0.9985688887618381,0.0014311112381618224,benign,benign 0,4,0,671,0.9961369245089012,0.0038630754910987677,benign,benign 0,4,0,295,0.01587536622073915,0.9841246337792608,malignant,malignant 0,4,0,57,0.6549527414066165,0.3450472585933834,malignant,benign 0,4,0,38,0.040214953587497715,0.9597850464125023,malignant,malignant 0,4,0,273,0.36248983541147184,0.6375101645885282,malignant,malignant 0,4,0,308,0.014381442426306457,0.9856185575736935,malignant,malignant 0,4,0,23,0.278181248949693,0.721818751050307,malignant,malignant 0,4,0,67,0.2508515124019356,0.7491484875980644,malignant,malignant 0,4,0,247,0.06346751145318841,0.9365324885468116,malignant,malignant 0,4,0,698,0.02582955096877515,0.9741704490312248,malignant,malignant 0,4,0,68,0.039938742794840554,0.9600612572051594,malignant,malignant 0,4,0,282,0.04024618350330078,0.9597538164966992,malignant,malignant 0,4,0,381,0.005290973021206957,0.994709026978793,malignant,malignant 0,4,0,187,0.0044343227131050655,0.9955656772868949,malignant,malignant 0,4,0,246,0.0044343227131050655,0.9955656772868949,malignant,malignant 0,4,0,648,0.09908489952880972,0.9009151004711903,malignant,malignant 0,4,0,18,0.010155506899277578,0.9898444931007224,malignant,malignant 0,4,0,188,0.018900308636995655,0.9810996913630043,malignant,malignant 0,4,0,49,0.020644612577591648,0.9793553874224084,malignant,malignant 0,4,0,669,0.02582955096877515,0.9741704490312248,malignant,malignant 0,4,0,605,0.007202692534389099,0.9927973074656109,malignant,malignant 0,4,0,366,0.0044343227131050655,0.9955656772868949,malignant,malignant 0,4,0,32,0.01178404526400112,0.9882159547359989,malignant,malignant 0,4,0,98,0.023233835755138044,0.976766164244862,malignant,malignant 0,4,0,569,0.008979876587156821,0.9910201234128432,malignant,malignant 0,5,0,535,0.9920178577072496,0.007982142292750356,benign,benign 0,5,0,575,0.9825897124455223,0.01741028755447774,benign,benign 0,5,0,512,0.9966492756668184,0.003350724333181674,benign,benign 0,5,0,442,0.9960422542821286,0.003957745717871487,benign,benign 0,5,0,165,0.9920850225011526,0.00791497749884737,benign,benign 0,5,0,75,0.9806936687689451,0.019306331231054862,benign,benign 0,5,0,379,0.8386142867183435,0.1613857132816565,benign,benign 0,5,0,534,0.9991483908367661,0.0008516091632338776,benign,benign 0,5,0,158,0.9967911564670465,0.0032088435329534924,benign,benign 0,5,0,431,0.9885377588091975,0.01146224119080251,benign,benign 0,5,0,118,0.9935614714418356,0.006438528558164407,benign,benign 0,5,0,524,0.9989379110310015,0.001062088968998522,benign,benign 0,5,0,169,0.9991483908367661,0.0008516091632338776,benign,benign 0,5,0,501,0.9979679451408595,0.002032054859140481,benign,benign 0,5,0,245,0.9869984606605128,0.013001539339487252,benign,benign 0,5,0,16,0.9979679451408595,0.002032054859140481,benign,benign 0,5,0,478,0.9956523306480486,0.004347669351951442,benign,benign 0,5,0,498,0.9979679451408595,0.002032054859140481,benign,benign 0,5,0,90,0.9980830392732223,0.001916960726777717,benign,benign 0,5,0,390,0.9991483908367661,0.0008516091632338776,benign,benign 0,5,0,672,0.9980830392732223,0.001916960726777717,benign,benign 0,5,0,372,0.9952602365311665,0.004739763468833491,benign,benign 0,5,0,520,0.9986118742276235,0.0013881257723764747,benign,benign 0,5,0,31,0.9980830392732223,0.001916960726777717,benign,benign 0,5,0,371,0.9964419195984577,0.0035580804015422768,benign,benign 0,5,0,454,0.9955960847702158,0.0044039152297842745,benign,benign 0,5,0,499,0.9979679451408595,0.002032054859140481,benign,benign 0,5,0,684,0.9991483908367661,0.0008516091632338776,benign,benign 0,5,0,676,0.9980300001119232,0.00196999988807679,benign,benign 0,5,0,382,0.9927745834583859,0.007225416541614146,benign,benign 0,5,0,354,0.9991483908367661,0.0008516091632338776,benign,benign 0,5,0,627,0.9929474181179825,0.007052581882017564,benign,benign 0,5,0,643,0.9991483908367661,0.0008516091632338776,benign,benign 0,5,0,533,0.9989379110310015,0.001062088968998522,benign,benign 0,5,0,589,0.9966492756668184,0.003350724333181674,benign,benign 0,5,0,274,0.9976098819448129,0.002390118055187105,benign,benign 0,5,0,331,0.9924810916174036,0.00751890838259635,benign,benign 0,5,0,96,0.9991483908367661,0.0008516091632338776,benign,benign 0,5,0,241,0.9976098819448129,0.002390118055187105,benign,benign 0,5,0,303,0.9980830392732223,0.001916960726777717,benign,benign 0,5,0,232,0.16131564354888595,0.838684356451114,benign,malignant 0,5,0,418,0.9615238176451288,0.03847618235487111,benign,benign 0,5,0,411,0.9991483908367661,0.0008516091632338776,benign,benign 0,5,0,250,0.9972566410033967,0.0027433589966033138,benign,benign 0,5,0,140,0.9989379110310015,0.001062088968998522,benign,benign 0,5,0,632,0.9991483908367661,0.0008516091632338776,benign,benign 0,5,0,359,0.052706340269020546,0.9472936597309795,malignant,malignant 0,5,0,106,0.018841413416143205,0.9811585865838568,malignant,malignant 0,5,0,456,0.004294566639353903,0.9957054333606461,malignant,malignant 0,5,0,44,0.04571621909521717,0.9542837809047828,malignant,malignant 0,5,0,329,0.0069318445080882585,0.9930681554919117,malignant,malignant 0,5,0,53,0.02046596802252154,0.9795340319774785,malignant,malignant 0,5,0,86,0.1414130607503422,0.8585869392496578,malignant,malignant 0,5,0,73,0.012485415270960587,0.9875145847290394,malignant,malignant 0,5,0,400,0.014795578346824323,0.9852044216531757,malignant,malignant 0,5,0,681,0.02046596802252154,0.9795340319774785,malignant,malignant 0,5,0,697,0.046611313876221194,0.9533886861237788,malignant,malignant 0,5,0,453,0.02046596802252154,0.9795340319774785,malignant,malignant 0,5,0,440,0.010198904032936218,0.9898010959670638,malignant,malignant 0,5,0,229,0.005872791803637423,0.9941272081963626,malignant,malignant 0,5,0,487,0.005436223260897544,0.9945637767391025,malignant,malignant 0,5,0,85,0.13323086810927798,0.866769131890722,malignant,malignant 0,5,0,222,0.9884822621889356,0.01151773781106431,malignant,benign 0,5,0,519,0.03499707475334535,0.9650029252466547,malignant,malignant 0,5,0,304,0.052706340269020546,0.9472936597309795,malignant,malignant 0,5,0,253,0.005872791803637423,0.9941272081963626,malignant,malignant 0,5,0,84,0.014795578346824323,0.9852044216531757,malignant,malignant 0,5,0,255,0.09882543440415237,0.9011745655958476,malignant,malignant 0,5,0,184,0.005436223260897544,0.9945637767391025,malignant,malignant 0,5,0,326,0.17762313138011554,0.8223768686198845,malignant,malignant 0,6,0,552,0.9910718784093427,0.008928121590657295,benign,benign 0,6,0,141,0.9998436028095583,0.00015639719044163744,benign,benign 0,6,0,143,0.9892000581582082,0.01079994184179181,benign,benign 0,6,0,429,0.9998436028095583,0.00015639719044163744,benign,benign 0,6,0,587,0.998462436892553,0.0015375631074469598,benign,benign 0,6,0,621,0.08110148656783323,0.9188985134321668,benign,malignant 0,6,0,529,0.9955433926346064,0.004456607365393578,benign,benign 0,6,0,209,0.993109648636924,0.006890351363076055,benign,benign 0,6,0,345,0.9998436028095583,0.00015639719044163744,benign,benign 0,6,0,136,0.9955433926346064,0.004456607365393578,benign,benign 0,6,0,599,0.9616614481374992,0.03833855186250074,benign,benign 0,6,0,368,0.9991426378529705,0.0008573621470294397,benign,benign 0,6,0,202,0.9997576228988766,0.00024237710112344203,benign,benign 0,6,0,693,0.9991918279938127,0.0008081720061873648,benign,benign 0,6,0,373,0.9955433926346064,0.004456607365393578,benign,benign 0,6,0,29,0.9991426378529705,0.0008573621470294397,benign,benign 0,6,0,388,0.9998174414606529,0.00018255853934717224,benign,benign 0,6,0,35,0.9998436028095583,0.00015639719044163744,benign,benign 0,6,0,13,0.9958964154054886,0.004103584594511438,benign,benign 0,6,0,560,0.993109648636924,0.006890351363076055,benign,benign 0,6,0,120,0.9990794788240267,0.0009205211759732464,benign,benign 0,6,0,194,0.9987479812521844,0.0012520187478155878,benign,benign 0,6,0,613,0.9995402400177811,0.00045975998221889185,benign,benign 0,6,0,554,0.9991918279938127,0.0008081720061873648,benign,benign 0,6,0,378,0.9984602347399564,0.0015397652600435694,benign,benign 0,6,0,566,0.9961401549637223,0.0038598450362777124,benign,benign 0,6,0,130,0.9838305492134957,0.016169450786504364,benign,benign 0,6,0,355,0.9982684107954629,0.0017315892045370413,benign,benign 0,6,0,244,0.9997576228988766,0.00024237710112344203,benign,benign 0,6,0,507,0.9892000581582082,0.01079994184179181,benign,benign 0,6,0,422,0.9591136068557637,0.0408863931442362,benign,benign 0,6,0,572,0.9991918279938127,0.0008081720061873648,benign,benign 0,6,0,125,0.9998436028095583,0.00015639719044163744,benign,benign 0,6,0,199,0.9991918279938127,0.0008081720061873648,benign,benign 0,6,0,265,0.9814748398884616,0.01852516011153835,benign,benign 0,6,0,11,0.9998436028095583,0.00015639719044163744,benign,benign 0,6,0,576,0.9955433926346064,0.004456607365393578,benign,benign 0,6,0,243,0.8831924834616885,0.11680751653831145,benign,benign 0,6,0,474,0.9955433926346064,0.004456607365393578,benign,benign 0,6,0,663,0.9991426378529705,0.0008573621470294397,benign,benign 0,6,0,108,0.9996765112165835,0.0003234887834165281,benign,benign 0,6,0,192,0.9955433926346064,0.004456607365393578,benign,benign 0,6,0,548,0.9991918279938127,0.0008081720061873648,benign,benign 0,6,0,553,0.39095199656163515,0.6090480034383648,benign,malignant 0,6,0,445,0.9998436028095583,0.00015639719044163744,benign,benign 0,6,0,310,0.9998436533318981,0.00015634666810188387,benign,benign 0,6,0,87,0.009792916551804254,0.9902070834481957,malignant,malignant 0,6,0,25,0.7570215880800817,0.2429784119199183,malignant,benign 0,6,0,299,0.06939174008551441,0.9306082599144856,malignant,malignant 0,6,0,574,0.01664923450016631,0.9833507654998337,malignant,malignant 0,6,0,56,0.017265676678668074,0.9827343233213319,malignant,malignant 0,6,0,272,0.1345823687706421,0.8654176312293579,malignant,malignant 0,6,0,59,0.011345285892183643,0.9886547141078164,malignant,malignant 0,6,0,186,0.01054788352390168,0.9894521164760983,malignant,malignant 0,6,0,190,0.0025986192389717555,0.9974013807610282,malignant,malignant 0,6,0,122,0.0027860453666894713,0.9972139546333105,malignant,malignant 0,6,0,353,0.03678778059685728,0.9632122194031427,malignant,malignant 0,6,0,670,0.009792916551804254,0.9902070834481957,malignant,malignant 0,6,0,5,0.0025986192389717555,0.9974013807610282,malignant,malignant 0,6,0,60,0.4969025691018516,0.5030974308981484,malignant,malignant 0,6,0,12,0.7198695217547247,0.28013047824527526,malignant,benign 0,6,0,356,0.7927956890007695,0.20720431099923056,malignant,benign 0,6,0,109,0.0025986192389717555,0.9974013807610282,malignant,malignant 0,6,0,124,0.038959948447197745,0.9610400515528023,malignant,malignant 0,6,0,696,0.0656221704339005,0.9343778295660995,malignant,malignant 0,6,0,152,0.003448597874969761,0.9965514021250302,malignant,malignant 0,6,0,173,0.0025986192389717555,0.9974013807610282,malignant,malignant 0,6,0,211,0.0025986192389717555,0.9974013807610282,malignant,malignant 0,6,0,590,0.17661412460435966,0.8233858753956403,malignant,malignant 0,6,0,636,0.048415953101820564,0.9515840468981794,malignant,malignant 0,7,0,577,0.9999822385669324,1.77614330676363e-05,benign,benign 0,7,0,203,0.9897052611808433,0.010294738819156702,benign,benign 0,7,0,407,0.9999822385669324,1.77614330676363e-05,benign,benign 0,7,0,365,0.9999822385669324,1.77614330676363e-05,benign,benign 0,7,0,470,0.9993246652708964,0.000675334729103629,benign,benign 0,7,0,352,0.026713724051783738,0.9732862759482163,benign,malignant 0,7,0,620,0.9993246652708964,0.000675334729103629,benign,benign 0,7,0,496,0.9999822385669324,1.77614330676363e-05,benign,benign 0,7,0,332,0.9973457206465615,0.0026542793534385005,benign,benign 0,7,0,508,0.9954649991559497,0.004535000844050344,benign,benign 0,7,0,163,0.9986279188447812,0.0013720811552187559,benign,benign 0,7,0,197,0.9887268832227274,0.011273116777272583,benign,benign 0,7,0,69,0.9999468986346762,5.3101365323776735e-05,benign,benign 0,7,0,666,0.9924110393319076,0.00758896066809242,benign,benign 0,7,0,392,0.9993246652708964,0.000675334729103629,benign,benign 0,7,0,383,0.9999822385669324,1.77614330676363e-05,benign,benign 0,7,0,563,0.9993246652708964,0.000675334729103629,benign,benign 0,7,0,377,0.9999822385669324,1.77614330676363e-05,benign,benign 0,7,0,95,0.9999594467017819,4.055329821803754e-05,benign,benign 0,7,0,655,0.9993246652708964,0.000675334729103629,benign,benign 0,7,0,674,0.9999822385669324,1.77614330676363e-05,benign,benign 0,7,0,625,0.9605380852938945,0.03946191470610544,benign,benign 0,7,0,80,0.9995848671750293,0.00041513282497070527,benign,benign 0,7,0,315,0.267035332833539,0.732964667166461,benign,malignant 0,7,0,220,0.9999425195429528,5.7480457047257495e-05,benign,benign 0,7,0,22,0.9993246652708964,0.000675334729103629,benign,benign 0,7,0,196,0.008997651344450519,0.9910023486555495,benign,malignant 0,7,0,7,0.9999316842796635,6.831572033649123e-05,benign,benign 0,7,0,410,0.9999822385669324,1.77614330676363e-05,benign,benign 0,7,0,0,0.9897052611808433,0.010294738819156702,benign,benign 0,7,0,486,0.9993246652708964,0.000675334729103629,benign,benign 0,7,0,170,0.9993246652708964,0.000675334729103629,benign,benign 0,7,0,401,0.9993246652708964,0.000675334729103629,benign,benign 0,7,0,375,0.9999822385669324,1.77614330676363e-05,benign,benign 0,7,0,47,0.9999822385669324,1.77614330676363e-05,benign,benign 0,7,0,505,0.99869259582748,0.00130740417252,benign,benign 0,7,0,652,0.998417026876473,0.0015829731235269657,benign,benign 0,7,0,417,0.9999822385669324,1.77614330676363e-05,benign,benign 0,7,0,650,0.9881689304141741,0.011831069585825872,benign,benign 0,7,0,480,0.9954649991559497,0.004535000844050344,benign,benign 0,7,0,70,0.983153805838623,0.016846194161376983,benign,benign 0,7,0,477,0.9954649991559497,0.004535000844050344,benign,benign 0,7,0,675,0.9665784290933812,0.03342157090661882,benign,benign 0,7,0,646,0.9999700787832019,2.992121679816544e-05,benign,benign 0,7,0,689,0.9999822385669324,1.77614330676363e-05,benign,benign 0,7,0,555,0.9143845207349514,0.08561547926504864,benign,benign 0,7,0,238,0.017312265879235844,0.9826877341207642,malignant,malignant 0,7,0,167,0.36668053893680863,0.6333194610631914,malignant,malignant 0,7,0,239,0.015026529766134611,0.9849734702338654,malignant,malignant 0,7,0,210,0.003843812608860464,0.9961561873911395,malignant,malignant 0,7,0,568,0.04198804593333105,0.958011954066669,malignant,malignant 0,7,0,581,0.011156587346211277,0.9888434126537887,malignant,malignant 0,7,0,571,0.003843812608860464,0.9961561873911395,malignant,malignant 0,7,0,284,0.03154141139373834,0.9684585886062617,malignant,malignant 0,7,0,266,0.0070104648816781134,0.9929895351183219,malignant,malignant 0,7,0,479,0.011156587346211277,0.9888434126537887,malignant,malignant 0,7,0,361,0.16765291041216623,0.8323470895878338,malignant,malignant 0,7,0,489,0.25927367796513956,0.7407263220348604,malignant,malignant 0,7,0,236,0.0070104648816781134,0.9929895351183219,malignant,malignant 0,7,0,455,0.7012573015615512,0.2987426984384488,malignant,benign 0,7,0,523,0.003843812608860464,0.9961561873911395,malignant,malignant 0,7,0,149,0.003843812608860464,0.9961561873911395,malignant,malignant 0,7,0,546,0.003843812608860464,0.9961561873911395,malignant,malignant 0,7,0,15,0.18721967470477807,0.8127803252952219,malignant,malignant 0,7,0,21,0.003843812608860464,0.9961561873911395,malignant,malignant 0,7,0,71,0.1436009084416746,0.8563990915583254,malignant,malignant 0,7,0,221,0.004887255847742744,0.9951127441522573,malignant,malignant 0,7,0,349,0.13450480015396293,0.8654951998460371,malignant,malignant 0,7,0,483,0.003843812608860464,0.9961561873911395,malignant,malignant 0,7,0,466,0.003843812608860464,0.9961561873911395,malignant,malignant 0,8,0,81,0.995430136995306,0.004569863004694015,benign,benign 0,8,0,518,0.9947916030368184,0.005208396963181677,benign,benign 0,8,0,685,0.9999600367052277,3.9963294772272594e-05,benign,benign 0,8,0,30,0.9982867742191223,0.0017132257808777577,benign,benign 0,8,0,662,0.9993638829135524,0.000636117086447639,benign,benign 0,8,0,452,0.9981491527727141,0.0018508472272858636,benign,benign 0,8,0,276,0.9982867742191223,0.0017132257808777577,benign,benign 0,8,0,502,0.995430136995306,0.004569863004694015,benign,benign 0,8,0,600,0.9982867742191223,0.0017132257808777577,benign,benign 0,8,0,531,0.9881452021745483,0.011854797825451726,benign,benign 0,8,0,580,0.9881452021745483,0.011854797825451726,benign,benign 0,8,0,127,0.9970060899073114,0.0029939100926885337,benign,benign 0,8,0,395,0.9982867742191223,0.0017132257808777577,benign,benign 0,8,0,34,0.9951776720348472,0.004822327965152786,benign,benign 0,8,0,448,0.9999600367052277,3.9963294772272594e-05,benign,benign 0,8,0,596,0.9881452021745483,0.011854797825451726,benign,benign 0,8,0,472,0.973077561787625,0.026922438212375038,benign,benign 0,8,0,135,0.974434560019614,0.025565439980385928,benign,benign 0,8,0,631,0.9957690763857089,0.0042309236142911155,benign,benign 0,8,0,252,0.025207861782235552,0.9747921382177644,benign,malignant 0,8,0,78,0.9902849283569755,0.009715071643024497,benign,benign 0,8,0,682,0.9972532994381339,0.0027467005618661273,benign,benign 0,8,0,342,0.9999600367052277,3.9963294772272594e-05,benign,benign 0,8,0,640,0.995430136995306,0.004569863004694015,benign,benign 0,8,0,162,0.9970060899073114,0.0029939100926885337,benign,benign 0,8,0,644,0.9999600367052277,3.9963294772272594e-05,benign,benign 0,8,0,319,0.028113911615997078,0.9718860883840029,benign,malignant 0,8,0,673,0.9688065621212142,0.031193437878785785,benign,benign 0,8,0,83,0.9700711667311035,0.029928833268896497,benign,benign 0,8,0,609,0.9957690763857089,0.0042309236142911155,benign,benign 0,8,0,24,0.9999300754092524,6.992459074756125e-05,benign,benign 0,8,0,653,0.9957690763857089,0.0042309236142911155,benign,benign 0,8,0,497,0.9957690763857089,0.0042309236142911155,benign,benign 0,8,0,607,0.9999600367052277,3.9963294772272594e-05,benign,benign 0,8,0,114,0.930802115078343,0.06919788492165706,benign,benign 0,8,0,369,0.9993638829135524,0.000636117086447639,benign,benign 0,8,0,661,0.9926202552271582,0.007379744772841759,benign,benign 0,8,0,216,0.9999600367052277,3.9963294772272594e-05,benign,benign 0,8,0,683,0.9999600367052277,3.9963294772272594e-05,benign,benign 0,8,0,490,0.9999600367052277,3.9963294772272594e-05,benign,benign 0,8,0,145,0.9993638829135524,0.000636117086447639,benign,benign 0,8,0,133,0.9991443493597241,0.0008556506402759795,benign,benign 0,8,0,584,0.990432866002377,0.00956713399762294,benign,benign 0,8,0,602,0.9957690763857089,0.0042309236142911155,benign,benign 0,8,0,677,0.9957690763857089,0.0042309236142911155,benign,benign 0,8,0,506,0.013673116475035552,0.9863268835249644,malignant,malignant 0,8,0,179,0.29771039780043906,0.7022896021995609,malignant,malignant 0,8,0,117,0.011164396498209994,0.98883560350179,malignant,malignant 0,8,0,283,0.011221037935481348,0.9887789620645187,malignant,malignant 0,8,0,104,0.05322564219759551,0.9467743578024045,malignant,malignant 0,8,0,263,0.00741364092344976,0.9925863590765502,malignant,malignant 0,8,0,482,0.00409276435246575,0.9959072356475343,malignant,malignant 0,8,0,416,0.011729669908779439,0.9882703300912206,malignant,malignant 0,8,0,522,0.006059519186134232,0.9939404808138658,malignant,malignant 0,8,0,603,0.3447403970734536,0.6552596029265464,malignant,malignant 0,8,0,427,0.09069807814820607,0.9093019218517939,malignant,malignant 0,8,0,101,0.6672988408547709,0.3327011591452292,malignant,benign 0,8,0,230,0.006356613408981082,0.9936433865910189,malignant,malignant 0,8,0,425,0.002770423583966508,0.9972295764160335,malignant,malignant 0,8,0,39,0.07137724964250869,0.9286227503574913,malignant,malignant 0,8,0,691,0.053333929966353555,0.9466660700336464,malignant,malignant 0,8,0,316,0.05884936743003866,0.9411506325699613,malignant,malignant 0,8,0,330,0.025155008015263713,0.9748449919847363,malignant,malignant 0,8,0,360,0.002770423583966508,0.9972295764160335,malignant,malignant 0,8,0,107,0.011160384465489281,0.9888396155345107,malignant,malignant 0,8,0,412,0.006072380085663243,0.9939276199143368,malignant,malignant 0,8,0,65,0.5715354526579584,0.4284645473420417,malignant,benign 0,8,0,214,0.002770423583966508,0.9972295764160335,malignant,malignant 0,8,0,146,0.2552932488674544,0.7447067511325456,malignant,malignant 0,8,0,320,0.009061566466680993,0.990938433533319,malignant,malignant 0,9,0,37,0.7946362476642475,0.20536375233575252,benign,benign 0,9,0,397,0.9952579245521084,0.0047420754478916,benign,benign 0,9,0,619,0.9952579245521084,0.0047420754478916,benign,benign 0,9,0,408,0.9844348862132809,0.015565113786719143,benign,benign 0,9,0,347,0.9993410946440393,0.0006589053559607378,benign,benign 0,9,0,1,0.13336368280476918,0.8666363171952308,benign,malignant 0,9,0,212,0.9996725782658834,0.00032742173411664475,benign,benign 0,9,0,406,0.9902011294401548,0.009798870559845145,benign,benign 0,9,0,3,0.03374028644006022,0.9662597135599398,benign,malignant 0,9,0,45,0.999844447608832,0.0001555523911680124,benign,benign 0,9,0,460,0.9952579245521084,0.0047420754478916,benign,benign 0,9,0,189,0.9988289519750736,0.001171048024926347,benign,benign 0,9,0,446,0.999844447608832,0.0001555523911680124,benign,benign 0,9,0,692,0.9988841677958302,0.0011158322041698238,benign,benign 0,9,0,679,0.999844447608832,0.0001555523911680124,benign,benign 0,9,0,541,0.9988841677958302,0.0011158322041698238,benign,benign 0,9,0,597,0.9673588735859245,0.032641126414075475,benign,benign 0,9,0,543,0.9952579245521084,0.0047420754478916,benign,benign 0,9,0,129,0.999844447608832,0.0001555523911680124,benign,benign 0,9,0,297,0.7672037692358646,0.2327962307641353,benign,benign 0,9,0,458,0.9902011294401548,0.009798870559845145,benign,benign 0,9,0,28,0.999844447608832,0.0001555523911680124,benign,benign 0,9,0,637,0.9426270941863988,0.057372905813601174,benign,benign 0,9,0,558,0.999844447608832,0.0001555523911680124,benign,benign 0,9,0,617,0.999844447608832,0.0001555523911680124,benign,benign 0,9,0,492,0.9952579245521084,0.0047420754478916,benign,benign 0,9,0,504,0.999844447608832,0.0001555523911680124,benign,benign 0,9,0,309,0.806396746419751,0.193603253580249,benign,benign 0,9,0,551,0.9996725782658834,0.00032742173411664475,benign,benign 0,9,0,306,0.9996725782658834,0.00032742173411664475,benign,benign 0,9,0,280,0.9976537780899254,0.002346221910074634,benign,benign 0,9,0,364,0.9996725782658834,0.00032742173411664475,benign,benign 0,9,0,374,0.997685287175619,0.0023147128243809793,benign,benign 0,9,0,630,0.9419778080977133,0.058022191902286795,benign,benign 0,9,0,110,0.8139440622958178,0.18605593770418216,benign,benign 0,9,0,510,0.999844447608832,0.0001555523911680124,benign,benign 0,9,0,509,0.999844447608832,0.0001555523911680124,benign,benign 0,9,0,193,0.9996725782658834,0.00032742173411664475,benign,benign 0,9,0,444,0.9938312533196746,0.006168746680325453,benign,benign 0,9,0,134,0.9988841677958302,0.0011158322041698238,benign,benign 0,9,0,413,0.979591868333308,0.020408131666692027,benign,benign 0,9,0,33,0.9996725782658834,0.00032742173411664475,benign,benign 0,9,0,294,0.999844447608832,0.0001555523911680124,benign,benign 0,9,0,102,0.979591868333308,0.020408131666692027,benign,benign 0,9,0,314,0.999844447608832,0.0001555523911680124,benign,benign 0,9,0,200,0.00423274356383041,0.9957672564361696,malignant,malignant 0,9,0,570,0.007604081782298433,0.9923959182177016,malignant,malignant 0,9,0,514,0.00423274356383041,0.9957672564361696,malignant,malignant 0,9,0,142,0.009308395938262937,0.9906916040617371,malignant,malignant 0,9,0,586,0.00423274356383041,0.9957672564361696,malignant,malignant 0,9,0,588,0.049603230868817905,0.9503967691311821,malignant,malignant 0,9,0,515,0.013057380102815874,0.9869426198971841,malignant,malignant 0,9,0,592,0.054889886246189734,0.9451101137538103,malignant,malignant 0,9,0,226,0.00423274356383041,0.9957672564361696,malignant,malignant 0,9,0,604,0.13623251149850746,0.8637674885014925,malignant,malignant 0,9,0,105,0.1810653494942397,0.8189346505057603,malignant,malignant 0,9,0,264,0.0056404879181557455,0.9943595120818443,malignant,malignant 0,9,0,231,0.00423274356383041,0.9957672564361696,malignant,malignant 0,9,0,43,0.7230922104649908,0.2769077895350092,malignant,benign 0,9,0,449,0.013057380102815874,0.9869426198971841,malignant,malignant 0,9,0,491,0.02329303717068032,0.9767069628293197,malignant,malignant 0,9,0,74,0.0592164413362527,0.9407835586637473,malignant,malignant 0,9,0,367,0.013057380102815874,0.9869426198971841,malignant,malignant 0,9,0,467,0.00423274356383041,0.9957672564361696,malignant,malignant 0,9,0,62,0.0162544186764092,0.9837455813235908,malignant,malignant 0,9,0,58,0.21300808145355188,0.7869919185464481,malignant,malignant 0,9,0,333,0.02905562985384247,0.9709443701461575,malignant,malignant 0,9,0,126,0.006843752133246506,0.9931562478667535,malignant,malignant 0,9,0,549,0.008512442300897871,0.9914875576991021,malignant,malignant