% Python_3.8.10. % Sklearn_0.24.2. % NumPy_1.17.4. % SciPy_1.3.3. % Wed Dec 1 18:28:41 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 0,0,0,665,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,447,0.9734740710041315,0.026525928995868503,benign,benign 0,0,0,593,0.9734740710041315,0.026525928995868503,benign,benign 0,0,0,8,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,148,0.9308730815067692,0.06912691849323079,benign,benign 0,0,0,180,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,415,0.8731445757137922,0.12685542428620777,benign,benign 0,0,0,500,0.9734740710041315,0.026525928995868503,benign,benign 0,0,0,131,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,156,0.9849708201474305,0.015029179852569454,benign,benign 0,0,0,545,0.9734740710041315,0.026525928995868503,benign,benign 0,0,0,595,0.9734740710041315,0.026525928995868503,benign,benign 0,0,0,259,0.09954730579230364,0.9004526942076964,benign,malignant 0,0,0,433,0.9773237234967804,0.022676276503219593,benign,benign 0,0,0,426,0.6562400158051422,0.34375998419485776,benign,benign 0,0,0,322,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,616,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,219,0.9570760786806121,0.042923921319387916,benign,benign 0,0,0,618,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,287,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,528,0.9570760786806121,0.042923921319387916,benign,benign 0,0,0,649,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,538,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,343,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,48,0.9812865751159754,0.01871342488402463,benign,benign 0,0,0,695,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,441,0.7833568714602019,0.216643128539798,benign,benign 0,0,0,393,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,275,0.9797758864153648,0.020224113584635127,benign,benign 0,0,0,464,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,290,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,687,0.9843257844908306,0.015674215509169344,benign,benign 0,0,0,542,0.8917083991273295,0.10829160087267056,benign,benign 0,0,0,376,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,462,0.9602135288621994,0.039786471137800684,benign,benign 0,0,0,97,0.9734740710041315,0.026525928995868503,benign,benign 0,0,0,94,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,77,0.8917083991273295,0.10829160087267056,benign,benign 0,0,0,27,0.9734740710041315,0.026525928995868503,benign,benign 0,0,0,256,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,277,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,138,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,562,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,242,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,64,0.9876142197847383,0.012385780215261709,benign,benign 0,0,0,624,0.9734740710041315,0.026525928995868503,benign,benign 0,0,0,334,0.06777477332151283,0.9322252266784872,malignant,malignant 0,0,0,414,0.034793681007716404,0.9652063189922836,malignant,malignant 0,0,0,54,0.029220676742244822,0.9707793232577552,malignant,malignant 0,0,0,339,0.023157068132172776,0.9768429318678272,malignant,malignant 0,0,0,357,0.023157068132172776,0.9768429318678272,malignant,malignant 0,0,0,123,0.06969581985823359,0.9303041801417664,malignant,malignant 0,0,0,292,0.1908654396750934,0.8091345603249066,malignant,malignant 0,0,0,50,0.4055766089837288,0.5944233910162712,malignant,malignant 0,0,0,160,0.023157068132172776,0.9768429318678272,malignant,malignant 0,0,0,215,0.023157068132172776,0.9768429318678272,malignant,malignant 0,0,0,213,0.023157068132172776,0.9768429318678272,malignant,malignant 0,0,0,293,0.06777477332151283,0.9322252266784872,malignant,malignant 0,0,0,41,0.31468792015601665,0.6853120798439833,malignant,malignant 0,0,0,488,0.4343289839908151,0.5656710160091849,malignant,malignant 0,0,0,668,0.1908654396750934,0.8091345603249066,malignant,malignant 0,0,0,530,0.023157068132172776,0.9768429318678272,malignant,malignant 0,0,0,46,0.048984278001751314,0.9510157219982487,malignant,malignant 0,0,0,223,0.023157068132172776,0.9768429318678272,malignant,malignant 0,0,0,227,0.023157068132172776,0.9768429318678272,malignant,malignant 0,0,0,680,0.023157068132172776,0.9768429318678272,malignant,malignant 0,0,0,63,0.6005553719160799,0.39944462808392006,malignant,benign 0,0,0,128,0.13126162241588768,0.8687383775841123,malignant,malignant 0,0,0,493,0.023157068132172776,0.9768429318678272,malignant,malignant 0,0,0,285,0.023157068132172776,0.9768429318678272,malignant,malignant 0,1,0,561,0.9760274776050453,0.02397252239495468,benign,benign 0,1,0,521,0.985267999157783,0.014732000842217078,benign,benign 0,1,0,419,0.9723749156375058,0.027625084362494185,benign,benign 0,1,0,485,0.970364390589279,0.029635609410720923,benign,benign 0,1,0,647,0.9861070486317995,0.013892951368200507,benign,benign 0,1,0,82,0.9760274776050453,0.02397252239495468,benign,benign 0,1,0,527,0.985267999157783,0.014732000842217078,benign,benign 0,1,0,324,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,157,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,389,0.9630144328163409,0.03698556718365912,benign,benign 0,1,0,176,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,434,0.032497477805942476,0.9675025221940575,benign,malignant 0,1,0,556,0.9760274776050453,0.02397252239495468,benign,benign 0,1,0,495,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,172,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,181,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,313,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,2,0.9871512306903032,0.012848769309696766,benign,benign 0,1,0,185,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,198,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,503,0.985267999157783,0.014732000842217078,benign,benign 0,1,0,88,0.985267999157783,0.014732000842217078,benign,benign 0,1,0,61,0.9871512306903032,0.012848769309696766,benign,benign 0,1,0,430,0.9723749156375058,0.027625084362494185,benign,benign 0,1,0,66,0.985267999157783,0.014732000842217078,benign,benign 0,1,0,651,0.9861070486317995,0.013892951368200507,benign,benign 0,1,0,154,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,153,0.9686048504508745,0.03139514954912552,benign,benign 0,1,0,532,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,639,0.9600880309135823,0.03991196908641772,benign,benign 0,1,0,573,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,420,0.970364390589279,0.029635609410720923,benign,benign 0,1,0,9,0.985267999157783,0.014732000842217078,benign,benign 0,1,0,321,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,258,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,4,0.975317242855563,0.024682757144437063,benign,benign 0,1,0,19,0.9760274776050453,0.02397252239495468,benign,benign 0,1,0,217,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,362,0.9822755833738166,0.017724416626183393,benign,benign 0,1,0,475,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,476,0.985267999157783,0.014732000842217078,benign,benign 0,1,0,686,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,307,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,659,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,40,0.12584997518186025,0.8741500248181397,benign,malignant 0,1,0,409,0.9917447552350507,0.008255244764949302,benign,benign 0,1,0,305,0.06953927288136375,0.9304607271186363,malignant,malignant 0,1,0,267,0.228153435077736,0.771846564922264,malignant,malignant 0,1,0,565,0.025711401372138454,0.9742885986278615,malignant,malignant 0,1,0,340,0.23336301553913064,0.7666369844608694,malignant,malignant 0,1,0,268,0.04275638850417829,0.9572436114958217,malignant,malignant 0,1,0,633,0.06227773764627387,0.9377222623537261,malignant,malignant 0,1,0,175,0.025711401372138454,0.9742885986278615,malignant,malignant 0,1,0,260,0.032497477805942476,0.9675025221940575,malignant,malignant 0,1,0,218,0.025711401372138454,0.9742885986278615,malignant,malignant 0,1,0,312,0.2896310414965042,0.7103689585034958,malignant,malignant 0,1,0,328,0.25044535406133117,0.7495546459386688,malignant,malignant 0,1,0,224,0.025711401372138454,0.9742885986278615,malignant,malignant 0,1,0,112,0.15243207574381357,0.8475679242561864,malignant,malignant 0,1,0,302,0.025711401372138454,0.9742885986278615,malignant,malignant 0,1,0,55,0.06953927288136375,0.9304607271186363,malignant,malignant 0,1,0,151,0.28228926209880145,0.7177107379011985,malignant,malignant 0,1,0,166,0.06953927288136375,0.9304607271186363,malignant,malignant 0,1,0,20,0.26384770555323633,0.7361522944467637,malignant,malignant 0,1,0,205,0.025711401372138454,0.9742885986278615,malignant,malignant 0,1,0,103,0.7689376667181849,0.23106233328181516,malignant,benign 0,1,0,289,0.025711401372138454,0.9742885986278615,malignant,malignant 0,1,0,582,0.025711401372138454,0.9742885986278615,malignant,malignant 0,1,0,457,0.06227773764627387,0.9377222623537261,malignant,malignant 0,1,0,594,0.052289851943994825,0.9477101480560052,malignant,malignant 0,2,0,269,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,168,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,559,0.9748572815387189,0.02514271846128113,benign,benign 0,2,0,195,0.9858526490423799,0.014147350957620056,benign,benign 0,2,0,79,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,517,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,615,0.9767378822393477,0.02326211776065236,benign,benign 0,2,0,338,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,511,0.9748572815387189,0.02514271846128113,benign,benign 0,2,0,404,0.9858219077732592,0.014178092226740865,benign,benign 0,2,0,403,0.9625342733704514,0.03746572662954865,benign,benign 0,2,0,547,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,540,0.9617363899976048,0.03826361000239521,benign,benign 0,2,0,516,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,623,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,451,0.9748572815387189,0.02514271846128113,benign,benign 0,2,0,606,0.9858526490423799,0.014147350957620056,benign,benign 0,2,0,439,0.9748572815387189,0.02514271846128113,benign,benign 0,2,0,350,0.9663301324488597,0.03366986755114036,benign,benign 0,2,0,257,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,578,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,614,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,642,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,567,0.9669380869864247,0.03306191301357529,benign,benign 0,2,0,468,0.9858526490423799,0.014147350957620056,benign,benign 0,2,0,178,0.9858526490423799,0.014147350957620056,benign,benign 0,2,0,394,0.9826389215712759,0.01736107842872418,benign,benign 0,2,0,92,0.9858526490423799,0.014147350957620056,benign,benign 0,2,0,137,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,240,0.9003693667229733,0.09963063327702668,benign,benign 0,2,0,424,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,526,0.9858526490423799,0.014147350957620056,benign,benign 0,2,0,463,0.9858526490423799,0.014147350957620056,benign,benign 0,2,0,688,0.9858526490423799,0.014147350957620056,benign,benign 0,2,0,461,0.9215649718671377,0.07843502813286231,benign,benign 0,2,0,139,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,678,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,622,0.9663301324488597,0.03366986755114036,benign,benign 0,2,0,171,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,629,0.9858526490423799,0.014147350957620056,benign,benign 0,2,0,93,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,380,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,208,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,564,0.9858526490423799,0.014147350957620056,benign,benign 0,2,0,281,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,525,0.9912395241692031,0.008760475830796893,benign,benign 0,2,0,100,0.2171920986084377,0.7828079013915623,malignant,malignant 0,2,0,344,0.025934358469787977,0.974065641530212,malignant,malignant 0,2,0,608,0.031971636261070024,0.96802836373893,malignant,malignant 0,2,0,288,0.43335858359618307,0.5666414164038169,malignant,malignant 0,2,0,42,0.03472042982343171,0.9652795701765683,malignant,malignant 0,2,0,658,0.031971636261070024,0.96802836373893,malignant,malignant 0,2,0,111,0.12059684512975011,0.8794031548702499,malignant,malignant 0,2,0,348,0.6567562188671591,0.34324378113284093,malignant,benign 0,2,0,237,0.09285906917384568,0.9071409308261543,malignant,malignant 0,2,0,358,0.03461312268432504,0.965386877315675,malignant,malignant 0,2,0,391,0.025934358469787977,0.974065641530212,malignant,malignant 0,2,0,435,0.04271333515938436,0.9572866648406156,malignant,malignant 0,2,0,191,0.025934358469787977,0.974065641530212,malignant,malignant 0,2,0,336,0.09954520521258459,0.9004547947874154,malignant,malignant 0,2,0,51,0.45720143495841714,0.5427985650415829,malignant,malignant 0,2,0,14,0.025934358469787977,0.974065641530212,malignant,malignant 0,2,0,174,0.031971636261070024,0.96802836373893,malignant,malignant 0,2,0,421,0.031971636261070024,0.96802836373893,malignant,malignant 0,2,0,262,0.025934358469787977,0.974065641530212,malignant,malignant 0,2,0,99,0.025934358469787977,0.974065641530212,malignant,malignant 0,2,0,270,0.12994246401859777,0.8700575359814022,malignant,malignant 0,2,0,132,0.09954520521258459,0.9004547947874154,malignant,malignant 0,2,0,251,0.025934358469787977,0.974065641530212,malignant,malignant 0,2,0,233,0.031971636261070024,0.96802836373893,malignant,malignant 0,3,0,654,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,657,0.38471818024543947,0.6152818197545605,benign,malignant 0,3,0,645,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,248,0.9629542812555322,0.037045718744467826,benign,benign 0,3,0,296,0.045843868712135305,0.9541561312878647,benign,malignant 0,3,0,494,0.8250858260185745,0.17491417398142553,benign,benign 0,3,0,164,0.9656849456812204,0.034315054318779604,benign,benign 0,3,0,638,0.9767081113456922,0.023291888654307782,benign,benign 0,3,0,121,0.9705088945304047,0.029491105469595283,benign,benign 0,3,0,432,0.9656849456812204,0.034315054318779604,benign,benign 0,3,0,471,0.9516546004050227,0.04834539959497731,benign,benign 0,3,0,249,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,387,0.8169192547038783,0.1830807452961217,benign,benign 0,3,0,399,0.9715422151939761,0.028457784806023893,benign,benign 0,3,0,351,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,469,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,481,0.8498547968303027,0.1501452031696972,benign,benign 0,3,0,327,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,235,0.9160767551657101,0.08392324483428988,benign,benign 0,3,0,634,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,550,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,601,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,473,0.9767081113456922,0.023291888654307782,benign,benign 0,3,0,398,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,89,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,311,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,385,0.9468169793098451,0.05318302069015487,benign,benign 0,3,0,536,0.9656849456812204,0.034315054318779604,benign,benign 0,3,0,335,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,318,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,144,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,539,0.9656849456812204,0.034315054318779604,benign,benign 0,3,0,537,0.9656849456812204,0.034315054318779604,benign,benign 0,3,0,628,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,325,0.9746056326833694,0.025394367316630605,benign,benign 0,3,0,91,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,161,0.9767081113456922,0.023291888654307782,benign,benign 0,3,0,291,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,664,0.9774301669708231,0.022569833029176964,benign,benign 0,3,0,150,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,443,0.979833981888476,0.020166018111523954,benign,benign 0,3,0,116,0.7778640453471628,0.2221359546528372,benign,benign 0,3,0,513,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,428,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,115,0.9368550654300749,0.0631449345699251,benign,benign 0,3,0,10,0.9841051102049388,0.01589488979506117,benign,benign 0,3,0,201,0.051954032003068806,0.9480459679969312,malignant,malignant 0,3,0,52,0.06427424324809283,0.9357257567519072,malignant,malignant 0,3,0,386,0.051954032003068806,0.9480459679969312,malignant,malignant 0,3,0,436,0.38471818024543947,0.6152818197545605,malignant,malignant 0,3,0,177,0.12415763681091163,0.8758423631890884,malignant,malignant 0,3,0,155,0.14462431824345234,0.8553756817565477,malignant,malignant 0,3,0,317,0.032854088032034046,0.967145911967966,malignant,malignant 0,3,0,113,0.051954032003068806,0.9480459679969312,malignant,malignant 0,3,0,611,0.10011162486978553,0.8998883751302145,malignant,malignant 0,3,0,300,0.032854088032034046,0.967145911967966,malignant,malignant 0,3,0,465,0.032854088032034046,0.967145911967966,malignant,malignant 0,3,0,183,0.032854088032034046,0.967145911967966,malignant,malignant 0,3,0,626,0.04817944724336398,0.951820552756636,malignant,malignant 0,3,0,610,0.14631777544900404,0.853682224550996,malignant,malignant 0,3,0,323,0.051954032003068806,0.9480459679969312,malignant,malignant 0,3,0,36,0.12415763681091163,0.8758423631890884,malignant,malignant 0,3,0,612,0.032854088032034046,0.967145911967966,malignant,malignant 0,3,0,279,0.09486486697465213,0.9051351330253479,malignant,malignant 0,3,0,591,0.04817944724336398,0.951820552756636,malignant,malignant 0,3,0,261,0.032854088032034046,0.967145911967966,malignant,malignant 0,3,0,254,0.13031137900313383,0.8696886209968662,malignant,malignant 0,3,0,159,0.032854088032034046,0.967145911967966,malignant,malignant 0,3,0,206,0.09486486697465213,0.9051351330253479,malignant,malignant 0,3,0,286,0.032854088032034046,0.967145911967966,malignant,malignant 0,4,0,641,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,585,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,635,0.8884735233167591,0.11152647668324091,benign,benign 0,4,0,298,0.9729348799631469,0.0270651200368531,benign,benign 0,4,0,341,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,228,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,437,0.9813463173848795,0.018653682615120425,benign,benign 0,4,0,17,0.9813463173848795,0.018653682615120425,benign,benign 0,4,0,598,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,147,0.9793838275496803,0.020616172450319614,benign,benign 0,4,0,423,0.9188191586100946,0.08118084138990547,benign,benign 0,4,0,225,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,271,0.9729348799631469,0.0270651200368531,benign,benign 0,4,0,583,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,337,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,656,0.9729348799631469,0.0270651200368531,benign,benign 0,4,0,119,0.9793838275496803,0.020616172450319614,benign,benign 0,4,0,579,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,459,0.9188191586100946,0.08118084138990547,benign,benign 0,4,0,363,0.2667638996525836,0.7332361003474164,benign,malignant 0,4,0,6,0.9464631392034623,0.053536860796537716,benign,benign 0,4,0,76,0.8884735233167591,0.11152647668324091,benign,benign 0,4,0,26,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,72,0.5158256322055322,0.48417436779446776,benign,benign 0,4,0,694,0.9793838275496803,0.020616172450319614,benign,benign 0,4,0,544,0.9390735648405354,0.06092643515946466,benign,benign 0,4,0,346,0.9636679784257933,0.03633202157420664,benign,benign 0,4,0,396,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,690,0.9799817179052978,0.020018282094702206,benign,benign 0,4,0,182,0.9729348799631469,0.0270651200368531,benign,benign 0,4,0,438,0.931917502471826,0.06808249752817397,benign,benign 0,4,0,278,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,384,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,405,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,301,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,450,0.977515443969557,0.02248455603044295,benign,benign 0,4,0,660,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,667,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,402,0.7315273213969782,0.2684726786030219,benign,benign 0,4,0,484,0.9729348799631469,0.0270651200368531,benign,benign 0,4,0,204,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,557,0.9674338900887475,0.032566109911252486,benign,benign 0,4,0,370,0.9268213560667633,0.07317864393323668,benign,benign 0,4,0,234,0.9187534624627058,0.08124653753729422,benign,benign 0,4,0,207,0.9833995284764883,0.01660047152351179,benign,benign 0,4,0,671,0.9799817179052978,0.020018282094702206,benign,benign 0,4,0,295,0.037917481850131884,0.9620825181498681,malignant,malignant 0,4,0,57,0.5534262256657867,0.44657377433421336,malignant,benign 0,4,0,38,0.037917481850131884,0.9620825181498681,malignant,malignant 0,4,0,273,0.5629589146493554,0.4370410853506445,malignant,benign 0,4,0,308,0.0599106746566076,0.9400893253433924,malignant,malignant 0,4,0,23,0.1377899157048682,0.8622100842951318,malignant,malignant 0,4,0,67,0.08175603055563463,0.9182439694443654,malignant,malignant 0,4,0,247,0.14244697577190046,0.8575530242280995,malignant,malignant 0,4,0,698,0.054532768224482164,0.9454672317755178,malignant,malignant 0,4,0,68,0.06853462271681643,0.9314653772831836,malignant,malignant 0,4,0,282,0.11897242314564638,0.8810275768543536,malignant,malignant 0,4,0,381,0.08447765590728706,0.9155223440927129,malignant,malignant 0,4,0,187,0.037917481850131884,0.9620825181498681,malignant,malignant 0,4,0,246,0.037917481850131884,0.9620825181498681,malignant,malignant 0,4,0,648,0.09576415298001062,0.9042358470199894,malignant,malignant 0,4,0,18,0.04227517902230982,0.9577248209776902,malignant,malignant 0,4,0,188,0.037917481850131884,0.9620825181498681,malignant,malignant 0,4,0,49,0.1207008921413385,0.8792991078586615,malignant,malignant 0,4,0,669,0.037917481850131884,0.9620825181498681,malignant,malignant 0,4,0,605,0.037917481850131884,0.9620825181498681,malignant,malignant 0,4,0,366,0.037917481850131884,0.9620825181498681,malignant,malignant 0,4,0,32,0.037917481850131884,0.9620825181498681,malignant,malignant 0,4,0,98,0.1207008921413385,0.8792991078586615,malignant,malignant 0,4,0,569,0.037917481850131884,0.9620825181498681,malignant,malignant 0,5,0,535,0.9467787461570787,0.05322125384292127,benign,benign 0,5,0,575,0.98281436949549,0.01718563050451007,benign,benign 0,5,0,512,0.98281436949549,0.01718563050451007,benign,benign 0,5,0,442,0.9822390430761326,0.01776095692386734,benign,benign 0,5,0,165,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,75,0.9612227681355952,0.0387772318644049,benign,benign 0,5,0,379,0.3677871760586917,0.6322128239413083,benign,malignant 0,5,0,534,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,158,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,431,0.9799108373696094,0.020089162630390615,benign,benign 0,5,0,118,0.9848112901583173,0.015188709841682793,benign,benign 0,5,0,524,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,169,0.9885633987802696,0.011436601219730454,benign,benign 0,5,0,501,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,245,0.9799108373696094,0.020089162630390615,benign,benign 0,5,0,16,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,478,0.9744216975729793,0.025578302427020798,benign,benign 0,5,0,498,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,90,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,390,0.9885633987802696,0.011436601219730454,benign,benign 0,5,0,672,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,372,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,520,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,31,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,371,0.9542473490320916,0.045752650967908384,benign,benign 0,5,0,454,0.9273859633570823,0.07261403664291768,benign,benign 0,5,0,499,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,684,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,676,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,382,0.9829295240188396,0.017070475981160446,benign,benign 0,5,0,354,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,627,0.9765860521382844,0.023413947861715582,benign,benign 0,5,0,643,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,533,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,589,0.98281436949549,0.01718563050451007,benign,benign 0,5,0,274,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,331,0.98281436949549,0.01718563050451007,benign,benign 0,5,0,96,0.9885633987802696,0.011436601219730454,benign,benign 0,5,0,241,0.9885633987802696,0.011436601219730454,benign,benign 0,5,0,303,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,232,0.07481346182262172,0.9251865381773783,benign,malignant 0,5,0,418,0.9701432894841056,0.0298567105158945,benign,benign 0,5,0,411,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,250,0.9854032576186575,0.014596742381342398,benign,benign 0,5,0,140,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,632,0.990228826721056,0.009771173278943914,benign,benign 0,5,0,359,0.16958718880876145,0.8304128111912386,malignant,malignant 0,5,0,106,0.03220912949846977,0.9677908705015302,malignant,malignant 0,5,0,456,0.03220912949846977,0.9677908705015302,malignant,malignant 0,5,0,44,0.07481346182262172,0.9251865381773783,malignant,malignant 0,5,0,329,0.03220912949846977,0.9677908705015302,malignant,malignant 0,5,0,53,0.03220912949846977,0.9677908705015302,malignant,malignant 0,5,0,86,0.08132122315248114,0.9186787768475189,malignant,malignant 0,5,0,73,0.03220912949846977,0.9677908705015302,malignant,malignant 0,5,0,400,0.055692138482706155,0.9443078615172938,malignant,malignant 0,5,0,681,0.03220912949846977,0.9677908705015302,malignant,malignant 0,5,0,697,0.055692138482706155,0.9443078615172938,malignant,malignant 0,5,0,453,0.055692138482706155,0.9443078615172938,malignant,malignant 0,5,0,440,0.07821777861457047,0.9217822213854295,malignant,malignant 0,5,0,229,0.03220912949846977,0.9677908705015302,malignant,malignant 0,5,0,487,0.03220912949846977,0.9677908705015302,malignant,malignant 0,5,0,85,0.037553911594865985,0.962446088405134,malignant,malignant 0,5,0,222,0.9726595115622981,0.027340488437701916,malignant,benign 0,5,0,519,0.055692138482706155,0.9443078615172938,malignant,malignant 0,5,0,304,0.16958718880876145,0.8304128111912386,malignant,malignant 0,5,0,253,0.03220912949846977,0.9677908705015302,malignant,malignant 0,5,0,84,0.055692138482706155,0.9443078615172938,malignant,malignant 0,5,0,255,0.11976688976128036,0.8802331102387196,malignant,malignant 0,5,0,184,0.03220912949846977,0.9677908705015302,malignant,malignant 0,5,0,326,0.8520097449854788,0.14799025501452126,malignant,benign 0,6,0,552,0.9325765521704503,0.06742344782954962,benign,benign 0,6,0,141,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,143,0.9471733232832591,0.05282667671674086,benign,benign 0,6,0,429,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,587,0.9825375727122899,0.017462427287710133,benign,benign 0,6,0,621,0.1924829982293974,0.8075170017706026,benign,malignant 0,6,0,529,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,209,0.9825375727122899,0.017462427287710133,benign,benign 0,6,0,345,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,136,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,599,0.8071717601347659,0.19282823986523406,benign,benign 0,6,0,368,0.9418470576660523,0.058152942333947695,benign,benign 0,6,0,202,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,693,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,373,0.979077049539973,0.020922950460027036,benign,benign 0,6,0,29,0.9418470576660523,0.058152942333947695,benign,benign 0,6,0,388,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,35,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,13,0.977009623157968,0.02299037684203202,benign,benign 0,6,0,560,0.9825375727122899,0.017462427287710133,benign,benign 0,6,0,120,0.9850335853815939,0.014966414618406096,benign,benign 0,6,0,194,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,613,0.9300135067577829,0.06998649324221705,benign,benign 0,6,0,554,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,378,0.9828393606739815,0.017160639326018516,benign,benign 0,6,0,566,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,130,0.9200968037207508,0.07990319627924929,benign,benign 0,6,0,355,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,244,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,507,0.9471733232832591,0.05282667671674086,benign,benign 0,6,0,422,0.7311515356128566,0.2688484643871433,benign,benign 0,6,0,572,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,125,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,199,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,265,0.8633564952091273,0.1366435047908727,benign,benign 0,6,0,11,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,576,0.9825375727122899,0.017462427287710133,benign,benign 0,6,0,243,0.8504675450881134,0.14953245491188658,benign,benign 0,6,0,474,0.9825375727122899,0.017462427287710133,benign,benign 0,6,0,663,0.9418470576660523,0.058152942333947695,benign,benign 0,6,0,108,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,192,0.9825375727122899,0.017462427287710133,benign,benign 0,6,0,548,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,553,0.6682134282237155,0.3317865717762845,benign,benign 0,6,0,445,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,310,0.9875214915471424,0.012478508452857601,benign,benign 0,6,0,87,0.04935624571460728,0.9506437542853927,malignant,malignant 0,6,0,25,0.5557323635430085,0.44426763645699147,malignant,benign 0,6,0,299,0.745320097945753,0.25467990205424695,malignant,benign 0,6,0,574,0.08045185340077121,0.9195481465992288,malignant,malignant 0,6,0,56,0.13852175846681325,0.8614782415331868,malignant,malignant 0,6,0,272,0.08188710408002231,0.9181128959199777,malignant,malignant 0,6,0,59,0.09135646948765097,0.908643530512349,malignant,malignant 0,6,0,186,0.04935624571460728,0.9506437542853927,malignant,malignant 0,6,0,190,0.035599383379323,0.964400616620677,malignant,malignant 0,6,0,122,0.04069363730058673,0.9593063626994133,malignant,malignant 0,6,0,353,0.04935624571460728,0.9506437542853927,malignant,malignant 0,6,0,670,0.04935624571460728,0.9506437542853927,malignant,malignant 0,6,0,5,0.035599383379323,0.964400616620677,malignant,malignant 0,6,0,60,0.11566202057839914,0.8843379794216009,malignant,malignant 0,6,0,12,0.1924829982293974,0.8075170017706026,malignant,malignant 0,6,0,356,0.5093988434791688,0.4906011565208312,malignant,benign 0,6,0,109,0.035599383379323,0.964400616620677,malignant,malignant 0,6,0,124,0.035599383379323,0.964400616620677,malignant,malignant 0,6,0,696,0.08045185340077121,0.9195481465992288,malignant,malignant 0,6,0,152,0.035599383379323,0.964400616620677,malignant,malignant 0,6,0,173,0.035599383379323,0.964400616620677,malignant,malignant 0,6,0,211,0.035599383379323,0.964400616620677,malignant,malignant 0,6,0,590,0.18643389607190497,0.813566103928095,malignant,malignant 0,6,0,636,0.14010069929469415,0.8598993007053058,malignant,malignant 0,7,0,577,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,203,0.9758853795618448,0.024114620438155196,benign,benign 0,7,0,407,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,365,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,470,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,352,0.03907039347416952,0.9609296065258305,benign,malignant 0,7,0,620,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,496,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,332,0.9585475038705015,0.041452496129498494,benign,benign 0,7,0,508,0.9758853795618448,0.024114620438155196,benign,benign 0,7,0,163,0.9322545099147751,0.06774549008522489,benign,benign 0,7,0,197,0.9585475038705015,0.041452496129498494,benign,benign 0,7,0,69,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,666,0.9585475038705015,0.041452496129498494,benign,benign 0,7,0,392,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,383,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,563,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,377,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,95,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,655,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,674,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,625,0.8985084671092537,0.10149153289074626,benign,benign 0,7,0,80,0.9439011016770478,0.05609889832295226,benign,benign 0,7,0,315,0.117238104297812,0.882761895702188,benign,malignant 0,7,0,220,0.9801219167539623,0.01987808324603764,benign,benign 0,7,0,22,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,196,0.03181613631308544,0.9681838636869146,benign,malignant 0,7,0,7,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,410,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,0,0.9758853795618448,0.024114620438155196,benign,benign 0,7,0,486,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,170,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,401,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,375,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,47,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,505,0.960181060476309,0.03981893952369101,benign,benign 0,7,0,652,0.9758853795618448,0.024114620438155196,benign,benign 0,7,0,417,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,650,0.9175061640526859,0.08249383594731412,benign,benign 0,7,0,480,0.9758853795618448,0.024114620438155196,benign,benign 0,7,0,70,0.9484704914492605,0.051529508550739414,benign,benign 0,7,0,477,0.9758853795618448,0.024114620438155196,benign,benign 0,7,0,675,0.8411765022925257,0.15882349770747425,benign,benign 0,7,0,646,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,689,0.9885439484726265,0.011456051527373478,benign,benign 0,7,0,555,0.7205578363224934,0.27944216367750657,benign,benign 0,7,0,238,0.09906196606540774,0.9009380339345923,malignant,malignant 0,7,0,167,0.36807409922221757,0.6319259007777824,malignant,malignant 0,7,0,239,0.10249907587670193,0.8975009241232981,malignant,malignant 0,7,0,210,0.03181613631308544,0.9681838636869146,malignant,malignant 0,7,0,568,0.1613746881050635,0.8386253118949365,malignant,malignant 0,7,0,581,0.03181613631308544,0.9681838636869146,malignant,malignant 0,7,0,571,0.03181613631308544,0.9681838636869146,malignant,malignant 0,7,0,284,0.09906196606540774,0.9009380339345923,malignant,malignant 0,7,0,266,0.03181613631308544,0.9681838636869146,malignant,malignant 0,7,0,479,0.03181613631308544,0.9681838636869146,malignant,malignant 0,7,0,361,0.15955472328842057,0.8404452767115794,malignant,malignant 0,7,0,489,0.4554270575805307,0.5445729424194693,malignant,malignant 0,7,0,236,0.03181613631308544,0.9681838636869146,malignant,malignant 0,7,0,455,0.9092017473380016,0.09079825266199837,malignant,benign 0,7,0,523,0.03181613631308544,0.9681838636869146,malignant,malignant 0,7,0,149,0.03181613631308544,0.9681838636869146,malignant,malignant 0,7,0,546,0.03181613631308544,0.9681838636869146,malignant,malignant 0,7,0,15,0.117238104297812,0.882761895702188,malignant,malignant 0,7,0,21,0.03181613631308544,0.9681838636869146,malignant,malignant 0,7,0,71,0.45575231845917474,0.5442476815408253,malignant,malignant 0,7,0,221,0.03181613631308544,0.9681838636869146,malignant,malignant 0,7,0,349,0.3724033122498547,0.6275966877501453,malignant,malignant 0,7,0,483,0.03181613631308544,0.9681838636869146,malignant,malignant 0,7,0,466,0.03181613631308544,0.9681838636869146,malignant,malignant 0,8,0,81,0.9848688729766524,0.015131127023347662,benign,benign 0,8,0,518,0.9869706481428449,0.013029351857155137,benign,benign 0,8,0,685,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,30,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,662,0.9758034423355788,0.024196557664421147,benign,benign 0,8,0,452,0.9870971626507558,0.01290283734924428,benign,benign 0,8,0,276,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,502,0.9848688729766524,0.015131127023347662,benign,benign 0,8,0,600,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,531,0.9721405197035812,0.02785948029641884,benign,benign 0,8,0,580,0.9801332404454747,0.01986675955452536,benign,benign 0,8,0,127,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,395,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,34,0.9897708201422432,0.010229179857756855,benign,benign 0,8,0,448,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,596,0.985544401959439,0.014455598040560944,benign,benign 0,8,0,472,0.9836505425926441,0.016349457407355886,benign,benign 0,8,0,135,0.9457838419307888,0.05421615806921125,benign,benign 0,8,0,631,0.9836505425926441,0.016349457407355886,benign,benign 0,8,0,252,0.15177958526080892,0.8482204147391911,benign,malignant 0,8,0,78,0.9751966223431452,0.024803377656854836,benign,benign 0,8,0,682,0.9836505425926441,0.016349457407355886,benign,benign 0,8,0,342,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,640,0.9817863902933776,0.01821360970662247,benign,benign 0,8,0,162,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,644,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,319,0.03044140267685269,0.9695585973231473,benign,malignant 0,8,0,673,0.8958209601962788,0.1041790398037212,benign,benign 0,8,0,83,0.9475738995480447,0.05242610045195533,benign,benign 0,8,0,609,0.9836505425926441,0.016349457407355886,benign,benign 0,8,0,24,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,653,0.988115303798184,0.011884696201815951,benign,benign 0,8,0,497,0.9770397408692586,0.022960259130741352,benign,benign 0,8,0,607,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,114,0.8489273683412795,0.1510726316587205,benign,benign 0,8,0,369,0.9758034423355788,0.024196557664421147,benign,benign 0,8,0,661,0.988115303798184,0.011884696201815951,benign,benign 0,8,0,216,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,683,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,490,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,145,0.9758034423355788,0.024196557664421147,benign,benign 0,8,0,133,0.9915964704418849,0.00840352955811506,benign,benign 0,8,0,584,0.9750041712020349,0.02499582879796509,benign,benign 0,8,0,602,0.988115303798184,0.011884696201815951,benign,benign 0,8,0,677,0.9836505425926441,0.016349457407355886,benign,benign 0,8,0,506,0.0222152801850094,0.9777847198149906,malignant,malignant 0,8,0,179,0.21254642377358024,0.7874535762264198,malignant,malignant 0,8,0,117,0.03044140267685269,0.9695585973231473,malignant,malignant 0,8,0,283,0.03385700349662535,0.9661429965033747,malignant,malignant 0,8,0,104,0.16358981413414664,0.8364101858658534,malignant,malignant 0,8,0,263,0.0222152801850094,0.9777847198149906,malignant,malignant 0,8,0,482,0.0222152801850094,0.9777847198149906,malignant,malignant 0,8,0,416,0.033135856801319696,0.9668641431986803,malignant,malignant 0,8,0,522,0.0222152801850094,0.9777847198149906,malignant,malignant 0,8,0,603,0.16358981413414664,0.8364101858658534,malignant,malignant 0,8,0,427,0.09362285992422592,0.9063771400757741,malignant,malignant 0,8,0,101,0.18838826105259,0.81161173894741,malignant,malignant 0,8,0,230,0.0222152801850094,0.9777847198149906,malignant,malignant 0,8,0,425,0.0222152801850094,0.9777847198149906,malignant,malignant 0,8,0,39,0.06311947544421925,0.9368805245557807,malignant,malignant 0,8,0,691,0.0222152801850094,0.9777847198149906,malignant,malignant 0,8,0,316,0.026701804996802858,0.9732981950031971,malignant,malignant 0,8,0,330,0.03973823204541249,0.9602617679545875,malignant,malignant 0,8,0,360,0.0222152801850094,0.9777847198149906,malignant,malignant 0,8,0,107,0.04265902687268064,0.9573409731273194,malignant,malignant 0,8,0,412,0.0222152801850094,0.9777847198149906,malignant,malignant 0,8,0,65,0.32370100679323854,0.6762989932067615,malignant,malignant 0,8,0,214,0.0222152801850094,0.9777847198149906,malignant,malignant 0,8,0,146,0.07506953667989924,0.9249304633201008,malignant,malignant 0,8,0,320,0.039827129407860595,0.9601728705921394,malignant,malignant 0,9,0,37,0.9457897113422167,0.05421028865778329,benign,benign 0,9,0,397,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,619,0.982958367667374,0.01704163233262603,benign,benign 0,9,0,408,0.7880423937438162,0.21195760625618376,benign,benign 0,9,0,347,0.9835990947019446,0.016400905298055386,benign,benign 0,9,0,1,0.06154113356994151,0.9384588664300585,benign,malignant 0,9,0,212,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,406,0.9702570091731377,0.029742990826862242,benign,benign 0,9,0,3,0.03406269231995007,0.9659373076800499,benign,malignant 0,9,0,45,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,460,0.982958367667374,0.01704163233262603,benign,benign 0,9,0,189,0.960049431901087,0.03995056809891293,benign,benign 0,9,0,446,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,692,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,679,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,541,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,597,0.9570037954448152,0.0429962045551848,benign,benign 0,9,0,543,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,129,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,297,0.3727128332748427,0.6272871667251573,benign,malignant 0,9,0,458,0.9679635812407119,0.03203641875928812,benign,benign 0,9,0,28,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,637,0.8778061950017986,0.12219380499820143,benign,benign 0,9,0,558,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,617,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,492,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,504,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,309,0.8422413737241217,0.1577586262758784,benign,benign 0,9,0,551,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,306,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,280,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,364,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,374,0.9831706529736648,0.01682934702633519,benign,benign 0,9,0,630,0.9255323652776088,0.07446763472239117,benign,benign 0,9,0,110,0.6739976521853042,0.3260023478146959,benign,benign 0,9,0,510,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,509,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,193,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,444,0.982958367667374,0.01704163233262603,benign,benign 0,9,0,134,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,413,0.9679635812407119,0.03203641875928812,benign,benign 0,9,0,33,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,294,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,102,0.9831706529736648,0.01682934702633519,benign,benign 0,9,0,314,0.9911130512160771,0.008886948783922939,benign,benign 0,9,0,200,0.018743936604453837,0.9812560633955462,malignant,malignant 0,9,0,570,0.03430356830913561,0.9656964316908644,malignant,malignant 0,9,0,514,0.018743936604453837,0.9812560633955462,malignant,malignant 0,9,0,142,0.018743936604453837,0.9812560633955462,malignant,malignant 0,9,0,586,0.018743936604453837,0.9812560633955462,malignant,malignant 0,9,0,588,0.1517649892853271,0.8482350107146729,malignant,malignant 0,9,0,515,0.03561836418741726,0.9643816358125827,malignant,malignant 0,9,0,592,0.09281295060598727,0.9071870493940127,malignant,malignant 0,9,0,226,0.018743936604453837,0.9812560633955462,malignant,malignant 0,9,0,604,0.17136069397805587,0.8286393060219441,malignant,malignant 0,9,0,105,0.48752260614657106,0.5124773938534289,malignant,malignant 0,9,0,264,0.08776878978206848,0.9122312102179315,malignant,malignant 0,9,0,231,0.018743936604453837,0.9812560633955462,malignant,malignant 0,9,0,43,0.4259594770276799,0.5740405229723201,malignant,malignant 0,9,0,449,0.018743936604453837,0.9812560633955462,malignant,malignant 0,9,0,491,0.03430356830913561,0.9656964316908644,malignant,malignant 0,9,0,74,0.06154113356994151,0.9384588664300585,malignant,malignant 0,9,0,367,0.018743936604453837,0.9812560633955462,malignant,malignant 0,9,0,467,0.018743936604453837,0.9812560633955462,malignant,malignant 0,9,0,62,0.03406269231995007,0.9659373076800499,malignant,malignant 0,9,0,58,0.3730299940621581,0.6269700059378419,malignant,malignant 0,9,0,333,0.018743936604453837,0.9812560633955462,malignant,malignant 0,9,0,126,0.02765670923670782,0.9723432907632922,malignant,malignant 0,9,0,549,0.02765670923670782,0.9723432907632922,malignant,malignant