% Python_3.7.3.
% Sklearn_0.21.2.
% NumPy_1.16.4.
% SciPy_1.3.0.
% Fri Aug  7 03:01:40 2020
% Created by run_task()
@RELATION openml_task_15_predictions

@ATTRIBUTE repeat NUMERIC
@ATTRIBUTE fold NUMERIC
@ATTRIBUTE sample NUMERIC
@ATTRIBUTE row_id NUMERIC
@ATTRIBUTE confidence.benign NUMERIC
@ATTRIBUTE confidence.malignant NUMERIC
@ATTRIBUTE prediction {benign, malignant}
@ATTRIBUTE correct {benign, malignant}

@DATA
0,0,0,665,0.8186864588457099,0.1813135411542901,benign,benign
0,0,0,447,0.7910343106426764,0.20896568935732363,benign,benign
0,0,0,593,0.7834904496192256,0.2165095503807744,benign,benign
0,0,0,8,0.7891631310195648,0.21083686898043513,benign,benign
0,0,0,148,0.6424271896348586,0.3575728103651414,benign,benign
0,0,0,180,0.8105656419118421,0.18943435808815792,benign,benign
0,0,0,415,0.670631908779407,0.3293680912205929,benign,benign
0,0,0,500,0.7658247489531299,0.23417525104687012,benign,benign
0,0,0,131,0.7959523365491297,0.20404766345087033,benign,benign
0,0,0,156,0.7970677099966283,0.2029322900033716,benign,benign
0,0,0,545,0.7824608735587744,0.2175391264412256,benign,benign
0,0,0,595,0.7824608735587744,0.2175391264412256,benign,benign
0,0,0,259,0.5398194695987926,0.4601805304012074,benign,benign
0,0,0,433,0.777694548303213,0.22230545169678692,benign,benign
0,0,0,426,0.734861562426955,0.265138437573045,benign,benign
0,0,0,322,0.7887005115340583,0.21129948846594168,benign,benign
0,0,0,616,0.7970918081093762,0.20290819189062378,benign,benign
0,0,0,219,0.7492825379854435,0.25071746201455647,benign,benign
0,0,0,618,0.7898697893107889,0.2101302106892111,benign,benign
0,0,0,287,0.7891463813970723,0.21085361860292778,benign,benign
0,0,0,528,0.7609020320751434,0.2390979679248566,benign,benign
0,0,0,649,0.7970918081093762,0.20290819189062378,benign,benign
0,0,0,538,0.7898697893107889,0.2101302106892111,benign,benign
0,0,0,343,0.8186864588457099,0.1813135411542901,benign,benign
0,0,0,48,0.7675081361292171,0.23249186387078294,benign,benign
0,0,0,695,0.8120518171239699,0.1879481828760301,benign,benign
0,0,0,441,0.7317436869920055,0.26825631300799446,benign,benign
0,0,0,393,0.8257645176463319,0.17423548235366818,benign,benign
0,0,0,275,0.7821299528761325,0.2178700471238675,benign,benign
0,0,0,464,0.7982265298350734,0.2017734701649266,benign,benign
0,0,0,290,0.8186864588457099,0.1813135411542901,benign,benign
0,0,0,687,0.7848275819162944,0.21517241808370555,benign,benign
0,0,0,542,0.776375032664719,0.22362496733528098,benign,benign
0,0,0,376,0.8109764331603431,0.18902356683965696,benign,benign
0,0,0,462,0.7700077472205491,0.22999225277945096,benign,benign
0,0,0,97,0.7736363430097186,0.22636365699028135,benign,benign
0,0,0,94,0.7959523365491297,0.20404766345087033,benign,benign
0,0,0,77,0.7602751910923842,0.23972480890761586,benign,benign
0,0,0,27,0.7824608735587744,0.2175391264412256,benign,benign
0,0,0,256,0.8052321557857931,0.19476784421420684,benign,benign
0,0,0,277,0.8109764331603431,0.18902356683965696,benign,benign
0,0,0,138,0.7822954580866733,0.21770454191332664,benign,benign
0,0,0,562,0.8030174369654435,0.19698256303455652,benign,benign
0,0,0,242,0.7959523365491297,0.20404766345087033,benign,benign
0,0,0,64,0.8109764331603431,0.18902356683965696,benign,benign
0,0,0,624,0.7839987684962695,0.21600123150373055,benign,benign
0,0,0,334,0.4930086615418209,0.5069913384581791,malignant,malignant
0,0,0,414,0.4770338124107727,0.5229661875892273,malignant,malignant
0,0,0,54,0.42081325163971206,0.5791867483602879,malignant,malignant
0,0,0,339,0.5242147676644199,0.4757852323355801,benign,malignant
0,0,0,357,0.2287832601142893,0.7712167398857107,malignant,malignant
0,0,0,123,0.5328206514637936,0.4671793485362063,benign,malignant
0,0,0,292,0.4978626966234214,0.5021373033765786,malignant,malignant
0,0,0,50,0.5965387698132958,0.40346123018670427,benign,malignant
0,0,0,160,0.37540485230560483,0.6245951476943952,malignant,malignant
0,0,0,215,0.3791229592361709,0.6208770407638291,malignant,malignant
0,0,0,213,0.1990355778151347,0.8009644221848653,malignant,malignant
0,0,0,293,0.5398964127641581,0.4601035872358418,benign,malignant
0,0,0,41,0.5797804381680404,0.42021956183195963,benign,malignant
0,0,0,488,0.5916536533912106,0.40834634660878943,benign,malignant
0,0,0,668,0.5076352769630312,0.49236472303696877,benign,malignant
0,0,0,530,0.471632116338481,0.528367883661519,malignant,malignant
0,0,0,46,0.4845475078988025,0.5154524921011975,malignant,malignant
0,0,0,223,0.504177374487041,0.49582262551295897,benign,malignant
0,0,0,227,0.4002857472676712,0.5997142527323288,malignant,malignant
0,0,0,680,0.17416006785977944,0.8258399321402206,malignant,malignant
0,0,0,63,0.6179271366672414,0.3820728633327586,benign,malignant
0,0,0,128,0.520907480498676,0.479092519501324,benign,malignant
0,0,0,493,0.30678642076719276,0.6932135792328072,malignant,malignant
0,0,0,285,0.20444133788183083,0.7955586621181692,malignant,malignant
0,1,0,561,0.7730382514895018,0.22696174851049827,benign,benign
0,1,0,521,0.78976013929242,0.21023986070758005,benign,benign
0,1,0,419,0.7735370527816009,0.22646294721839907,benign,benign
0,1,0,485,0.8009060787729394,0.19909392122706063,benign,benign
0,1,0,647,0.8060745078588337,0.19392549214116625,benign,benign
0,1,0,82,0.7652333177333749,0.23476668226662512,benign,benign
0,1,0,527,0.7806961959046967,0.21930380409530328,benign,benign
0,1,0,324,0.8025440456021353,0.19745595439786473,benign,benign
0,1,0,157,0.7954491241508481,0.2045508758491519,benign,benign
0,1,0,389,0.7595642621585937,0.24043573784140623,benign,benign
0,1,0,176,0.7954491241508481,0.2045508758491519,benign,benign
0,1,0,434,0.4715631676967569,0.5284368323032431,malignant,benign
0,1,0,556,0.7676889010825472,0.2323110989174528,benign,benign
0,1,0,495,0.8041497341665773,0.19585026583342274,benign,benign
0,1,0,172,0.8104644010763689,0.18953559892363112,benign,benign
0,1,0,181,0.8181390486185292,0.18186095138147085,benign,benign
0,1,0,313,0.8181390486185292,0.18186095138147085,benign,benign
0,1,0,2,0.7813683358861181,0.21863166411388185,benign,benign
0,1,0,185,0.8031116228898083,0.19688837711019166,benign,benign
0,1,0,198,0.8181390486185292,0.18186095138147085,benign,benign
0,1,0,503,0.7806961959046967,0.21930380409530328,benign,benign
0,1,0,88,0.7806961959046967,0.21930380409530328,benign,benign
0,1,0,61,0.8042040017829041,0.1957959982170959,benign,benign
0,1,0,430,0.7903633248717736,0.20963667512822642,benign,benign
0,1,0,66,0.7806961959046967,0.21930380409530328,benign,benign
0,1,0,651,0.790838046750587,0.20916195324941297,benign,benign
0,1,0,154,0.8181390486185292,0.18186095138147085,benign,benign
0,1,0,153,0.784273271297276,0.21572672870272408,benign,benign
0,1,0,532,0.8100042494291028,0.1899957505708972,benign,benign
0,1,0,639,0.7769496466454163,0.22305035335458365,benign,benign
0,1,0,573,0.8104644010763689,0.18953559892363112,benign,benign
0,1,0,420,0.7436635109344149,0.25633648906558515,benign,benign
0,1,0,9,0.7818583559404066,0.21814164405959335,benign,benign
0,1,0,321,0.7881665578928099,0.21183344210719007,benign,benign
0,1,0,258,0.7881665578928099,0.21183344210719007,benign,benign
0,1,0,4,0.7668555649704853,0.23314443502951462,benign,benign
0,1,0,19,0.765193325243871,0.2348066747561291,benign,benign
0,1,0,217,0.8025440456021353,0.19745595439786473,benign,benign
0,1,0,362,0.7501498414506923,0.24985015854930767,benign,benign
0,1,0,475,0.8046206453713549,0.19537935462864506,benign,benign
0,1,0,476,0.7901754480502408,0.20982455194975919,benign,benign
0,1,0,686,0.8181390486185292,0.18186095138147085,benign,benign
0,1,0,307,0.8025440456021353,0.19745595439786473,benign,benign
0,1,0,659,0.8181390486185292,0.18186095138147085,benign,benign
0,1,0,40,0.4399964233633745,0.5600035766366255,malignant,benign
0,1,0,409,0.7890826921894976,0.2109173078105025,benign,benign
0,1,0,305,0.38629054358877524,0.6137094564112248,malignant,malignant
0,1,0,267,0.5968440597231858,0.40315594027681423,benign,malignant
0,1,0,565,0.2680938916123756,0.7319061083876244,malignant,malignant
0,1,0,340,0.5177221763200869,0.4822778236799131,benign,malignant
0,1,0,268,0.364394992444541,0.635605007555459,malignant,malignant
0,1,0,633,0.47690125464153665,0.5230987453584633,malignant,malignant
0,1,0,175,0.33964046688671445,0.6603595331132855,malignant,malignant
0,1,0,260,0.39509916373367393,0.6049008362663261,malignant,malignant
0,1,0,218,0.33941139393620023,0.6605886060637998,malignant,malignant
0,1,0,312,0.46192537970008296,0.538074620299917,malignant,malignant
0,1,0,328,0.47839257209072006,0.5216074279092799,malignant,malignant
0,1,0,224,0.3770170820859805,0.6229829179140195,malignant,malignant
0,1,0,112,0.43993173478587977,0.5600682652141202,malignant,malignant
0,1,0,302,0.16878099719191475,0.8312190028080852,malignant,malignant
0,1,0,55,0.5082301036740645,0.4917698963259355,benign,malignant
0,1,0,151,0.5295030217716201,0.4704969782283798,benign,malignant
0,1,0,166,0.3534483744822394,0.6465516255177606,malignant,malignant
0,1,0,20,0.4554591366725318,0.5445408633274682,malignant,malignant
0,1,0,205,0.24360029010910833,0.7563997098908917,malignant,malignant
0,1,0,103,0.6186714244631271,0.381328575536873,benign,malignant
0,1,0,289,0.3660721157407112,0.6339278842592888,malignant,malignant
0,1,0,582,0.37624191376565963,0.6237580862343404,malignant,malignant
0,1,0,457,0.3222637326343608,0.6777362673656392,malignant,malignant
0,1,0,594,0.4989463036085683,0.5010536963914317,malignant,malignant
0,2,0,269,0.8029918063379486,0.1970081936620513,benign,benign
0,2,0,168,0.7887031320211804,0.2112968679788197,benign,benign
0,2,0,559,0.7824664491185238,0.2175335508814762,benign,benign
0,2,0,195,0.7812796609356947,0.21872033906430538,benign,benign
0,2,0,79,0.7963574233762307,0.2036425766237693,benign,benign
0,2,0,517,0.8182328847190284,0.18176711528097153,benign,benign
0,2,0,615,0.7745615784550333,0.2254384215449668,benign,benign
0,2,0,338,0.8182328847190284,0.18176711528097153,benign,benign
0,2,0,511,0.7824664491185238,0.2175335508814762,benign,benign
0,2,0,404,0.793917143531546,0.2060828564684541,benign,benign
0,2,0,403,0.7855129247467587,0.21448707525324123,benign,benign
0,2,0,547,0.8192655470210725,0.1807344529789275,benign,benign
0,2,0,540,0.7755271494604276,0.22447285053957247,benign,benign
0,2,0,516,0.8256874076769144,0.17431259232308563,benign,benign
0,2,0,623,0.8186146807453133,0.18138531925468668,benign,benign
0,2,0,451,0.7910131565275451,0.20898684347245491,benign,benign
0,2,0,606,0.7918689500264048,0.2081310499735952,benign,benign
0,2,0,439,0.7910131565275451,0.20898684347245491,benign,benign
0,2,0,350,0.77789466459734,0.22210533540266,benign,benign
0,2,0,257,0.7970683550198165,0.20293164498018343,benign,benign
0,2,0,578,0.8109269523054548,0.1890730476945453,benign,benign
0,2,0,614,0.8115990557200312,0.18840094427996873,benign,benign
0,2,0,642,0.7970683550198165,0.20293164498018343,benign,benign
0,2,0,567,0.7761665984784963,0.2238334015215037,benign,benign
0,2,0,468,0.7981916016685052,0.2018083983314948,benign,benign
0,2,0,178,0.7812796609356947,0.21872033906430538,benign,benign
0,2,0,394,0.7896714984034539,0.2103285015965461,benign,benign
0,2,0,92,0.7812796609356947,0.21872033906430538,benign,benign
0,2,0,137,0.8051842029712312,0.19481579702876883,benign,benign
0,2,0,240,0.7305680943571908,0.2694319056428092,benign,benign
0,2,0,424,0.8051842029712312,0.19481579702876883,benign,benign
0,2,0,526,0.7981916016685052,0.2018083983314948,benign,benign
0,2,0,463,0.792096371040388,0.20790362895961198,benign,benign
0,2,0,688,0.7981916016685052,0.2018083983314948,benign,benign
0,2,0,461,0.7786433156310932,0.22135668436890674,benign,benign
0,2,0,139,0.8182328847190284,0.18176711528097153,benign,benign
0,2,0,678,0.8186146807453133,0.18138531925468668,benign,benign
0,2,0,622,0.7445215039331163,0.2554784960668837,benign,benign
0,2,0,171,0.8029918063379486,0.1970081936620513,benign,benign
0,2,0,629,0.7981916016685052,0.2018083983314948,benign,benign
0,2,0,93,0.8109269523054548,0.1890730476945453,benign,benign
0,2,0,380,0.8186146807453133,0.18138531925468668,benign,benign
0,2,0,208,0.8105327194345583,0.18946728056544168,benign,benign
0,2,0,564,0.7748177404448523,0.22518225955514773,benign,benign
0,2,0,281,0.7895658700084413,0.21043412999155872,benign,benign
0,2,0,525,0.7990254682713279,0.2009745317286721,benign,benign
0,2,0,100,0.4559224454644809,0.5440775545355191,malignant,malignant
0,2,0,344,0.3194805964283126,0.6805194035716874,malignant,malignant
0,2,0,608,0.2650065194453226,0.7349934805546774,malignant,malignant
0,2,0,288,0.5983646529244819,0.401635347075518,benign,malignant
0,2,0,42,0.3433427019641687,0.6566572980358313,malignant,malignant
0,2,0,658,0.3939435388844492,0.6060564611155508,malignant,malignant
0,2,0,111,0.5500598742672518,0.44994012573274816,benign,malignant
0,2,0,348,0.61854900304584,0.3814509969541599,benign,malignant
0,2,0,237,0.39053307136130266,0.6094669286386973,malignant,malignant
0,2,0,358,0.3970245015765804,0.6029754984234196,malignant,malignant
0,2,0,391,0.3557513683471757,0.6442486316528243,malignant,malignant
0,2,0,435,0.44746078009300083,0.5525392199069992,malignant,malignant
0,2,0,191,0.2704413653579757,0.7295586346420243,malignant,malignant
0,2,0,336,0.4972561044776872,0.5027438955223128,malignant,malignant
0,2,0,51,0.6688949250873378,0.33110507491266217,benign,malignant
0,2,0,14,0.3517258144222042,0.6482741855777958,malignant,malignant
0,2,0,174,0.5051998063351117,0.4948001936648882,benign,malignant
0,2,0,421,0.257468988487368,0.742531011512632,malignant,malignant
0,2,0,262,0.34185364135037466,0.6581463586496253,malignant,malignant
0,2,0,99,0.32717296066987833,0.6728270393301217,malignant,malignant
0,2,0,270,0.48815528070923664,0.5118447192907634,malignant,malignant
0,2,0,132,0.3244247413566633,0.6755752586433367,malignant,malignant
0,2,0,251,0.44681135507177916,0.5531886449282208,malignant,malignant
0,2,0,233,0.49642264118425794,0.5035773588157421,malignant,malignant
0,3,0,654,0.7873843305204891,0.2126156694795109,benign,benign
0,3,0,657,0.6034623572439981,0.39653764275600195,benign,benign
0,3,0,645,0.7957777389002153,0.2042222610997847,benign,benign
0,3,0,248,0.7451829678980189,0.2548170321019812,benign,benign
0,3,0,296,0.5935248170085996,0.40647518299140045,benign,benign
0,3,0,494,0.6493167956870278,0.3506832043129721,benign,benign
0,3,0,164,0.7719760551803478,0.22802394481965216,benign,benign
0,3,0,638,0.7967538519052759,0.2032461480947241,benign,benign
0,3,0,121,0.7650547445042435,0.23494525549575657,benign,benign
0,3,0,432,0.7741906439407154,0.2258093560592846,benign,benign
0,3,0,471,0.7682788911534584,0.23172110884654165,benign,benign
0,3,0,249,0.7873843305204891,0.2126156694795109,benign,benign
0,3,0,387,0.7217186867108738,0.2782813132891262,benign,benign
0,3,0,399,0.7967283333305034,0.20327166666949661,benign,benign
0,3,0,351,0.7947981447520994,0.20520185524790058,benign,benign
0,3,0,469,0.8028652096571918,0.1971347903428082,benign,benign
0,3,0,481,0.7449222256682748,0.2550777743317251,benign,benign
0,3,0,327,0.809973566516129,0.1900264334838711,benign,benign
0,3,0,235,0.7636168976521205,0.23638310234787954,benign,benign
0,3,0,634,0.8039223140085903,0.1960776859914097,benign,benign
0,3,0,550,0.7957777389002153,0.2042222610997847,benign,benign
0,3,0,601,0.8174295260148616,0.18257047398513837,benign,benign
0,3,0,473,0.7967538519052759,0.2032461480947241,benign,benign
0,3,0,398,0.7821405591094784,0.21785944089052156,benign,benign
0,3,0,89,0.7886644114127246,0.21133558858727536,benign,benign
0,3,0,311,0.8176817060527053,0.18231829394729476,benign,benign
0,3,0,385,0.7461702904160717,0.25382970958392825,benign,benign
0,3,0,536,0.7719760551803478,0.22802394481965216,benign,benign
0,3,0,335,0.8176817060527053,0.18231829394729476,benign,benign
0,3,0,318,0.7775399839255257,0.22246001607447435,benign,benign
0,3,0,144,0.8029721148839598,0.1970278851160402,benign,benign
0,3,0,539,0.7730334857821566,0.22696651421784336,benign,benign
0,3,0,537,0.7638607063782537,0.2361392936217463,benign,benign
0,3,0,628,0.8108979524688715,0.1891020475311285,benign,benign
0,3,0,325,0.7675250369989575,0.2324749630010426,benign,benign
0,3,0,91,0.7977193180095978,0.2022806819904021,benign,benign
0,3,0,161,0.7731370223544718,0.2268629776455282,benign,benign
0,3,0,291,0.8020184438779843,0.1979815561220157,benign,benign
0,3,0,664,0.7828459144964333,0.21715408550356674,benign,benign
0,3,0,150,0.8097132052788293,0.1902867947211707,benign,benign
0,3,0,443,0.8116271005580448,0.18837289944195526,benign,benign
0,3,0,116,0.6959603986360166,0.3040396013639834,benign,benign
0,3,0,513,0.8036556721524188,0.19634432784758113,benign,benign
0,3,0,428,0.809973566516129,0.1900264334838711,benign,benign
0,3,0,115,0.7925413472779099,0.20745865272209013,benign,benign
0,3,0,10,0.8097132052788293,0.1902867947211707,benign,benign
0,3,0,201,0.3197777900517712,0.6802222099482288,malignant,malignant
0,3,0,52,0.49993212060474745,0.5000678793952525,malignant,malignant
0,3,0,386,0.5103756904523753,0.4896243095476247,benign,malignant
0,3,0,436,0.4448810878823769,0.5551189121176231,malignant,malignant
0,3,0,177,0.38323055710804976,0.6167694428919502,malignant,malignant
0,3,0,155,0.5641703680600136,0.4358296319399863,benign,malignant
0,3,0,317,0.32861576013363003,0.67138423986637,malignant,malignant
0,3,0,113,0.3070137500487692,0.6929862499512308,malignant,malignant
0,3,0,611,0.37086603327071566,0.6291339667292843,malignant,malignant
0,3,0,300,0.40660135504034123,0.5933986449596588,malignant,malignant
0,3,0,465,0.30055022186421965,0.6994497781357804,malignant,malignant
0,3,0,183,0.34141293268963857,0.6585870673103614,malignant,malignant
0,3,0,626,0.4279428133315605,0.5720571866684395,malignant,malignant
0,3,0,610,0.4434197719286591,0.5565802280713409,malignant,malignant
0,3,0,323,0.5247249254917123,0.4752750745082877,benign,malignant
0,3,0,36,0.30213451735531227,0.6978654826446877,malignant,malignant
0,3,0,612,0.16018924780880905,0.839810752191191,malignant,malignant
0,3,0,279,0.4615704651335284,0.5384295348664716,malignant,malignant
0,3,0,591,0.46446551483764964,0.5355344851623504,malignant,malignant
0,3,0,261,0.2267615766978407,0.7732384233021593,malignant,malignant
0,3,0,254,0.3743543884228424,0.6256456115771576,malignant,malignant
0,3,0,159,0.252341006863291,0.747658993136709,malignant,malignant
0,3,0,206,0.40147429202434937,0.5985257079756506,malignant,malignant
0,3,0,286,0.16273412188627956,0.8372658781137204,malignant,malignant
0,4,0,641,0.7964280287134875,0.20357197128651255,benign,benign
0,4,0,585,0.8182085771806104,0.18179142281938962,benign,benign
0,4,0,635,0.7824922629263715,0.21750773707362844,benign,benign
0,4,0,298,0.732421371539322,0.267578628460678,benign,benign
0,4,0,341,0.8024643982687228,0.19753560173127716,benign,benign
0,4,0,228,0.809900003318865,0.19009999668113492,benign,benign
0,4,0,437,0.7975277112236807,0.20247228877631931,benign,benign
0,4,0,17,0.7804730015644538,0.21952699843554627,benign,benign
0,4,0,598,0.7964280287134875,0.20357197128651255,benign,benign
0,4,0,147,0.7966038438430367,0.20339615615696327,benign,benign
0,4,0,423,0.7658719410835149,0.2341280589164852,benign,benign
0,4,0,225,0.810461700661115,0.18953829933888502,benign,benign
0,4,0,271,0.7727626713848936,0.22723732861510632,benign,benign
0,4,0,583,0.8046102109514344,0.1953897890485656,benign,benign
0,4,0,337,0.8024643982687228,0.19753560173127716,benign,benign
0,4,0,656,0.7816352416811235,0.2183647583188765,benign,benign
0,4,0,119,0.7736872775936107,0.22631272240638933,benign,benign
0,4,0,579,0.8024643982687228,0.19753560173127716,benign,benign
0,4,0,459,0.7749352019467977,0.2250647980532024,benign,benign
0,4,0,363,0.7180134487961278,0.2819865512038722,benign,benign
0,4,0,6,0.7388106372883674,0.2611893627116326,benign,benign
0,4,0,76,0.7888322953326329,0.21116770466736712,benign,benign
0,4,0,26,0.7971062232278292,0.20289377677217083,benign,benign
0,4,0,72,0.7198290525437843,0.2801709474562158,benign,benign
0,4,0,694,0.790435154285534,0.209564845714466,benign,benign
0,4,0,544,0.7823155129037441,0.21768448709625585,benign,benign
0,4,0,346,0.7459486792240426,0.2540513207759573,benign,benign
0,4,0,396,0.7879934892268045,0.21200651077319552,benign,benign
0,4,0,690,0.8062303074729567,0.1937696925270434,benign,benign
0,4,0,182,0.7648631220216534,0.23513687797834656,benign,benign
0,4,0,438,0.7689302826757958,0.23106971732420428,benign,benign
0,4,0,278,0.8024643982687228,0.19753560173127716,benign,benign
0,4,0,384,0.8115035173149266,0.18849648268507332,benign,benign
0,4,0,405,0.810461700661115,0.18953829933888502,benign,benign
0,4,0,301,0.8024643982687228,0.19753560173127716,benign,benign
0,4,0,450,0.7839275752949206,0.21607242470507937,benign,benign
0,4,0,660,0.810461700661115,0.18953829933888502,benign,benign
0,4,0,667,0.7879934892268045,0.21200651077319552,benign,benign
0,4,0,402,0.7499488304280422,0.2500511695719578,benign,benign
0,4,0,484,0.7826928147396659,0.21730718526033413,benign,benign
0,4,0,204,0.8024643982687228,0.19753560173127716,benign,benign
0,4,0,557,0.7769374270577094,0.22306257294229065,benign,benign
0,4,0,370,0.7577223635874686,0.24227763641253136,benign,benign
0,4,0,234,0.7207838932112155,0.2792161067887845,benign,benign
0,4,0,207,0.809900003318865,0.19009999668113492,benign,benign
0,4,0,671,0.7738518434048902,0.22614815659510978,benign,benign
0,4,0,295,0.41018945623837944,0.5898105437616206,malignant,malignant
0,4,0,57,0.6095459406976118,0.39045405930238825,benign,malignant
0,4,0,38,0.498719306335938,0.501280693664062,malignant,malignant
0,4,0,273,0.6713468508726173,0.3286531491273828,benign,malignant
0,4,0,308,0.3925220469913474,0.6074779530086526,malignant,malignant
0,4,0,23,0.6227560047860013,0.37724399521399865,benign,malignant
0,4,0,67,0.501789150283378,0.498210849716622,benign,malignant
0,4,0,247,0.605759919207617,0.39424008079238304,benign,malignant
0,4,0,698,0.4418644693467728,0.5581355306532272,malignant,malignant
0,4,0,68,0.3504904676967341,0.6495095323032659,malignant,malignant
0,4,0,282,0.5207988167824342,0.4792011832175658,benign,malignant
0,4,0,381,0.3697241398776496,0.6302758601223504,malignant,malignant
0,4,0,187,0.25708186725435367,0.7429181327456463,malignant,malignant
0,4,0,246,0.2790596674391689,0.7209403325608311,malignant,malignant
0,4,0,648,0.20269805493599857,0.7973019450640014,malignant,malignant
0,4,0,18,0.43278328226505935,0.5672167177349406,malignant,malignant
0,4,0,188,0.3467405653997042,0.6532594346002958,malignant,malignant
0,4,0,49,0.4623510174640776,0.5376489825359224,malignant,malignant
0,4,0,669,0.33431692925653445,0.6656830707434656,malignant,malignant
0,4,0,605,0.3502878420094444,0.6497121579905556,malignant,malignant
0,4,0,366,0.20158761626617672,0.7984123837338233,malignant,malignant
0,4,0,32,0.39090222228928584,0.6090977777107142,malignant,malignant
0,4,0,98,0.3255615789142573,0.6744384210857427,malignant,malignant
0,4,0,569,0.301186128672821,0.698813871327179,malignant,malignant
0,5,0,535,0.7820718246598627,0.2179281753401373,benign,benign
0,5,0,575,0.7651583028073776,0.23484169719262243,benign,benign
0,5,0,512,0.7907272511287121,0.20927274887128786,benign,benign
0,5,0,442,0.794683621099696,0.205316378900304,benign,benign
0,5,0,165,0.7675023835986319,0.23249761640136818,benign,benign
0,5,0,75,0.7742922964283858,0.22570770357161424,benign,benign
0,5,0,379,0.7123045171933895,0.28769548280661045,benign,benign
0,5,0,534,0.8042417765364731,0.19575822346352695,benign,benign
0,5,0,158,0.8047153185908172,0.1952846814091828,benign,benign
0,5,0,431,0.7341610046913108,0.26583899530868915,benign,benign
0,5,0,118,0.7914359994597083,0.20856400054029167,benign,benign
0,5,0,524,0.7970520337557168,0.2029479662442832,benign,benign
0,5,0,169,0.8204510143082271,0.17954898569177294,benign,benign
0,5,0,501,0.7896672888596704,0.21033271114032961,benign,benign
0,5,0,245,0.7592129051489614,0.24078709485103852,benign,benign
0,5,0,16,0.7896672888596704,0.21033271114032961,benign,benign
0,5,0,478,0.7833865989680666,0.21661340103193344,benign,benign
0,5,0,498,0.7896672888596704,0.21033271114032961,benign,benign
0,5,0,90,0.8032332309980734,0.1967667690019266,benign,benign
0,5,0,390,0.8052976047618952,0.1947023952381049,benign,benign
0,5,0,672,0.7960158417335853,0.20398415826641472,benign,benign
0,5,0,372,0.782051736228425,0.21794826377157492,benign,benign
0,5,0,520,0.8117296038605651,0.18827039613943486,benign,benign
0,5,0,31,0.7960158417335853,0.20398415826641472,benign,benign
0,5,0,371,0.8051809558871512,0.19481904411284875,benign,benign
0,5,0,454,0.7906145423347295,0.20938545766527053,benign,benign
0,5,0,499,0.7896672888596704,0.21033271114032961,benign,benign
0,5,0,684,0.8189888283671533,0.18101117163284677,benign,benign
0,5,0,676,0.8042089256580371,0.1957910743419629,benign,benign
0,5,0,382,0.7598125210042505,0.24018747899574952,benign,benign
0,5,0,354,0.8112371331256787,0.18876286687432128,benign,benign
0,5,0,627,0.7867658178501504,0.21323418214984957,benign,benign
0,5,0,643,0.8189888283671533,0.18101117163284677,benign,benign
0,5,0,533,0.7970520337557168,0.2029479662442832,benign,benign
0,5,0,589,0.7907272511287121,0.20927274887128786,benign,benign
0,5,0,274,0.7822865855598969,0.2177134144401031,benign,benign
0,5,0,331,0.766776467265488,0.233223532734512,benign,benign
0,5,0,96,0.8062981199697954,0.19370188003020455,benign,benign
0,5,0,241,0.7838241980029628,0.2161758019970372,benign,benign
0,5,0,303,0.8032332309980734,0.1967667690019266,benign,benign
0,5,0,232,0.6182878701692668,0.3817121298307332,benign,benign
0,5,0,418,0.7282163222047988,0.27178367779520113,benign,benign
0,5,0,411,0.8185110992560526,0.18148890074394738,benign,benign
0,5,0,250,0.8054091449846993,0.1945908550153007,benign,benign
0,5,0,140,0.8052464051944921,0.1947535948055079,benign,benign
0,5,0,632,0.8189888283671533,0.18101117163284677,benign,benign
0,5,0,359,0.5271096162247162,0.47289038377528386,benign,malignant
0,5,0,106,0.38279899749504176,0.6172010025049582,malignant,malignant
0,5,0,456,0.35113433444279485,0.6488656655572052,malignant,malignant
0,5,0,44,0.3101799406383293,0.6898200593616707,malignant,malignant
0,5,0,329,0.45524003316424133,0.5447599668357587,malignant,malignant
0,5,0,53,0.36351270561955273,0.6364872943804473,malignant,malignant
0,5,0,86,0.5746769401831395,0.4253230598168605,benign,malignant
0,5,0,73,0.38331887319901814,0.6166811268009819,malignant,malignant
0,5,0,400,0.31594676837152647,0.6840532316284735,malignant,malignant
0,5,0,681,0.3236871010703165,0.6763128989296835,malignant,malignant
0,5,0,697,0.4771753859956629,0.5228246140043371,malignant,malignant
0,5,0,453,0.38023427000701804,0.619765729992982,malignant,malignant
0,5,0,440,0.4061687058859881,0.5938312941140119,malignant,malignant
0,5,0,229,0.21987149206243695,0.780128507937563,malignant,malignant
0,5,0,487,0.2501273960845204,0.7498726039154796,malignant,malignant
0,5,0,85,0.3511563878536589,0.6488436121463411,malignant,malignant
0,5,0,222,0.7568641743298176,0.24313582567018246,benign,malignant
0,5,0,519,0.46319635266601533,0.5368036473339847,malignant,malignant
0,5,0,304,0.5201134742125872,0.4798865257874128,benign,malignant
0,5,0,253,0.34105038709860547,0.6589496129013945,malignant,malignant
0,5,0,84,0.31729032694693093,0.6827096730530691,malignant,malignant
0,5,0,255,0.5253144201518232,0.4746855798481768,benign,malignant
0,5,0,184,0.48257697371790564,0.5174230262820944,malignant,malignant
0,5,0,326,0.6054587951662455,0.39454120483375454,benign,malignant
0,6,0,552,0.7507074009756676,0.24929259902433243,benign,benign
0,6,0,141,0.8123606160911221,0.1876393839088779,benign,benign
0,6,0,143,0.794057014614733,0.20594298538526698,benign,benign
0,6,0,429,0.8044564681823115,0.19554353181768847,benign,benign
0,6,0,587,0.7759283781006113,0.22407162189938865,benign,benign
0,6,0,621,0.66523506078783,0.33476493921217,benign,benign
0,6,0,529,0.7977173205924026,0.2022826794075973,benign,benign
0,6,0,209,0.7817709350783337,0.21822906492166633,benign,benign
0,6,0,345,0.8191287043708162,0.18087129562918383,benign,benign
0,6,0,136,0.7898991464327321,0.21010085356726788,benign,benign
0,6,0,599,0.7682050198330865,0.23179498016691352,benign,benign
0,6,0,368,0.805335533716221,0.194664466283779,benign,benign
0,6,0,202,0.8035100468422709,0.1964899531577291,benign,benign
0,6,0,693,0.7914685056085553,0.2085314943914447,benign,benign
0,6,0,373,0.7757390618827672,0.22426093811723277,benign,benign
0,6,0,29,0.805335533716221,0.194664466283779,benign,benign
0,6,0,388,0.7985399367242294,0.20146006327577057,benign,benign
0,6,0,35,0.8044564681823115,0.19554353181768847,benign,benign
0,6,0,13,0.7904977920314382,0.20950220796856184,benign,benign
0,6,0,560,0.7735114243298042,0.22648857567019573,benign,benign
0,6,0,120,0.7899896233300683,0.21001037666993172,benign,benign
0,6,0,194,0.7889007564318442,0.21109924356815576,benign,benign
0,6,0,613,0.7901823680405409,0.20981763195945918,benign,benign
0,6,0,554,0.8053994367155384,0.19460056328446165,benign,benign
0,6,0,378,0.7630644680016023,0.23693553199839762,benign,benign
0,6,0,566,0.7812687174851007,0.21873128251489926,benign,benign
0,6,0,130,0.7665282715728633,0.23347172842713673,benign,benign
0,6,0,355,0.7754520736491084,0.2245479263508916,benign,benign
0,6,0,244,0.8035100468422709,0.1964899531577291,benign,benign
0,6,0,507,0.800557248019102,0.19944275198089803,benign,benign
0,6,0,422,0.7349855159938516,0.26501448400614835,benign,benign
0,6,0,572,0.7972752316379353,0.20272476836206466,benign,benign
0,6,0,125,0.8114434820063602,0.18855651799363984,benign,benign
0,6,0,199,0.7972752316379353,0.20272476836206466,benign,benign
0,6,0,265,0.741799976056891,0.258200023943109,benign,benign
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0,6,0,87,0.42310364322429417,0.5768963567757058,malignant,malignant
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0,7,0,577,0.8108319681396582,0.18916803186034178,benign,benign
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0,7,0,196,0.45386841104781717,0.5461315889521828,malignant,benign
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0,7,0,410,0.8108319681396582,0.18916803186034178,benign,benign
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0,7,0,47,0.8108319681396582,0.18916803186034178,benign,benign
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0,7,0,417,0.8108319681396582,0.18916803186034178,benign,benign
0,7,0,650,0.770452786063679,0.2295472139363211,benign,benign
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0,7,0,70,0.7665008185776615,0.23349918142233847,benign,benign
0,7,0,477,0.7982120475933694,0.2017879524066306,benign,benign
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0,7,0,555,0.7027114039793296,0.29728859602067037,benign,benign
0,7,0,238,0.23114235315487897,0.768857646845121,malignant,malignant
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0,7,0,239,0.5289103020476393,0.4710896979523607,benign,malignant
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0,7,0,568,0.5322964468706739,0.46770355312932604,benign,malignant
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0,8,0,81,0.7844416545386961,0.21555834546130387,benign,benign
0,8,0,518,0.7929844082081813,0.20701559179181875,benign,benign
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0,8,0,502,0.7844416545386961,0.21555834546130387,benign,benign
0,8,0,600,0.7984371657957811,0.20156283420421897,benign,benign
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0,8,0,580,0.7758083535680338,0.22419164643196623,benign,benign
0,8,0,127,0.7900126957944082,0.20998730420559178,benign,benign
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0,9,0,142,0.5321168059084672,0.4678831940915328,benign,malignant
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0,9,0,515,0.365911813132182,0.634088186867818,malignant,malignant
0,9,0,592,0.5423268222205089,0.45767317777949107,benign,malignant
0,9,0,226,0.3600693090565976,0.6399306909434024,malignant,malignant
0,9,0,604,0.507191719353948,0.492808280646052,benign,malignant
0,9,0,105,0.6058629165344926,0.3941370834655074,benign,malignant
0,9,0,264,0.4009813384417089,0.5990186615582911,malignant,malignant
0,9,0,231,0.3502655543011478,0.6497344456988522,malignant,malignant
0,9,0,43,0.5630889143341389,0.43691108566586107,benign,malignant
0,9,0,449,0.3056293616526278,0.6943706383473722,malignant,malignant
0,9,0,491,0.45785580506045354,0.5421441949395465,malignant,malignant
0,9,0,74,0.593784228118845,0.406215771881155,benign,malignant
0,9,0,367,0.2857931707132991,0.7142068292867009,malignant,malignant
0,9,0,467,0.4246162490822524,0.5753837509177476,malignant,malignant
0,9,0,62,0.3797933962736031,0.6202066037263969,malignant,malignant
0,9,0,58,0.6069744856902499,0.39302551430975013,benign,malignant
0,9,0,333,0.5230077866362974,0.4769922133637026,benign,malignant
0,9,0,126,0.42308834122230043,0.5769116587776996,malignant,malignant
0,9,0,549,0.4378078069372935,0.5621921930627065,malignant,malignant