% Python_3.8.10. % Sklearn_0.24.2. % NumPy_1.17.4. % SciPy_1.3.3. % Wed Dec 1 18:28:39 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 0,0,0,665,0.9862018151287482,0.013798184871251798,benign,benign 0,0,0,447,0.977510382028565,0.022489617971434984,benign,benign 0,0,0,593,0.9771308743662147,0.02286912563378533,benign,benign 0,0,0,8,0.9839045132795569,0.0160954867204431,benign,benign 0,0,0,148,0.8959711772071997,0.10402882279280029,benign,benign 0,0,0,180,0.9833006744135062,0.01669932558649383,benign,benign 0,0,0,415,0.8562650786653304,0.1437349213346696,benign,benign 0,0,0,500,0.9694820478643655,0.03051795213563448,benign,benign 0,0,0,131,0.9834805028936882,0.016519497106311867,benign,benign 0,0,0,156,0.9849795829927154,0.015020417007284646,benign,benign 0,0,0,545,0.9772808476985874,0.02271915230141264,benign,benign 0,0,0,595,0.9772808476985874,0.02271915230141264,benign,benign 0,0,0,259,0.07198228328850476,0.9280177167114952,benign,malignant 0,0,0,433,0.9801520715327497,0.019847928467250225,benign,benign 0,0,0,426,0.8834488143191791,0.1165511856808209,benign,benign 0,0,0,322,0.9834805028936882,0.016519497106311867,benign,benign 0,0,0,616,0.9860597225609942,0.013940277439005779,benign,benign 0,0,0,219,0.9631358910413707,0.036864108958629335,benign,benign 0,0,0,618,0.9854805319685814,0.014519468031418613,benign,benign 0,0,0,287,0.9831746421700616,0.0168253578299384,benign,benign 0,0,0,528,0.9668500405483207,0.033149959451679284,benign,benign 0,0,0,649,0.9860597225609942,0.013940277439005779,benign,benign 0,0,0,538,0.9854805319685814,0.014519468031418613,benign,benign 0,0,0,343,0.9862018151287482,0.013798184871251798,benign,benign 0,0,0,48,0.9770511037155879,0.022948896284412133,benign,benign 0,0,0,695,0.9862018151287482,0.013798184871251798,benign,benign 0,0,0,441,0.7734335645656297,0.22656643543437027,benign,benign 0,0,0,393,0.9860511902411923,0.013948809758807794,benign,benign 0,0,0,275,0.9651254790560329,0.034874520943967195,benign,benign 0,0,0,464,0.9856284421534903,0.014371557846509689,benign,benign 0,0,0,290,0.9862018151287482,0.013798184871251798,benign,benign 0,0,0,687,0.952809444051064,0.04719055594893594,benign,benign 0,0,0,542,0.9646210802943856,0.03537891970561436,benign,benign 0,0,0,376,0.9860597225609942,0.013940277439005779,benign,benign 0,0,0,462,0.9678724750314764,0.03212752496852358,benign,benign 0,0,0,97,0.9731216418598343,0.026878358140165724,benign,benign 0,0,0,94,0.9834805028936882,0.016519497106311867,benign,benign 0,0,0,77,0.9616725701882701,0.038327429811729874,benign,benign 0,0,0,27,0.9772808476985874,0.02271915230141264,benign,benign 0,0,0,256,0.9862018151287482,0.013798184871251798,benign,benign 0,0,0,277,0.9860597225609942,0.013940277439005779,benign,benign 0,0,0,138,0.9852334872326483,0.014766512767351704,benign,benign 0,0,0,562,0.9834805028936882,0.016519497106311867,benign,benign 0,0,0,242,0.9834805028936882,0.016519497106311867,benign,benign 0,0,0,64,0.9860597225609942,0.013940277439005779,benign,benign 0,0,0,624,0.9753455464303271,0.024654453569672875,benign,benign 0,0,0,334,0.033308019352162876,0.9666919806478371,malignant,malignant 0,0,0,414,0.037048108310982264,0.9629518916890177,malignant,malignant 0,0,0,54,0.04036347689319886,0.9596365231068011,malignant,malignant 0,0,0,339,0.048768137677350554,0.9512318623226494,malignant,malignant 0,0,0,357,0.026181271873575107,0.9738187281264249,malignant,malignant 0,0,0,123,0.08028606575434138,0.9197139342456586,malignant,malignant 0,0,0,292,0.09503830016507175,0.9049616998349282,malignant,malignant 0,0,0,50,0.28195548513576285,0.7180445148642371,malignant,malignant 0,0,0,160,0.03270669937054993,0.9672933006294501,malignant,malignant 0,0,0,215,0.04732681753685619,0.9526731824631438,malignant,malignant 0,0,0,213,0.028063647400944247,0.9719363525990558,malignant,malignant 0,0,0,293,0.06475389434285006,0.9352461056571499,malignant,malignant 0,0,0,41,0.22051649931266437,0.7794835006873356,malignant,malignant 0,0,0,488,0.3160094132661381,0.6839905867338619,malignant,malignant 0,0,0,668,0.1290292177860708,0.8709707822139292,malignant,malignant 0,0,0,530,0.04952617166030204,0.950473828339698,malignant,malignant 0,0,0,46,0.07515717620489626,0.9248428237951037,malignant,malignant 0,0,0,223,0.03742654661272826,0.9625734533872717,malignant,malignant 0,0,0,227,0.06957397216567929,0.9304260278343207,malignant,malignant 0,0,0,680,0.027513117497871997,0.972486882502128,malignant,malignant 0,0,0,63,0.592412765851904,0.4075872341480959,malignant,benign 0,0,0,128,0.060172212005915826,0.9398277879940842,malignant,malignant 0,0,0,493,0.03508772299496665,0.9649122770050333,malignant,malignant 0,0,0,285,0.036508055348956625,0.9634919446510434,malignant,malignant 0,1,0,561,0.9784416713011677,0.0215583286988323,benign,benign 0,1,0,521,0.9774713253520463,0.02252867464795367,benign,benign 0,1,0,419,0.963165254972021,0.036834745027979045,benign,benign 0,1,0,485,0.9709475960131436,0.029052403986856403,benign,benign 0,1,0,647,0.9815339845833218,0.018466015416678205,benign,benign 0,1,0,82,0.9784423285577537,0.021557671442246247,benign,benign 0,1,0,527,0.9832219544562455,0.016778045543754467,benign,benign 0,1,0,324,0.9839835788093881,0.016016421190611883,benign,benign 0,1,0,157,0.9839835788093881,0.016016421190611883,benign,benign 0,1,0,389,0.9569293312981988,0.043070668701801165,benign,benign 0,1,0,176,0.9839835788093881,0.016016421190611883,benign,benign 0,1,0,434,0.0580946537671273,0.9419053462328727,benign,malignant 0,1,0,556,0.9790466502116717,0.020953349788328263,benign,benign 0,1,0,495,0.985223690058143,0.014776309941857017,benign,benign 0,1,0,172,0.9854000694716258,0.014599930528374216,benign,benign 0,1,0,181,0.9854000694716258,0.014599930528374216,benign,benign 0,1,0,313,0.9854000694716258,0.014599930528374216,benign,benign 0,1,0,2,0.9825723736201433,0.01742762637985674,benign,benign 0,1,0,185,0.9837903684953907,0.016209631504609346,benign,benign 0,1,0,198,0.9854000694716258,0.014599930528374216,benign,benign 0,1,0,503,0.9832219544562455,0.016778045543754467,benign,benign 0,1,0,88,0.9832219544562455,0.016778045543754467,benign,benign 0,1,0,61,0.9841116558746965,0.01588834412530353,benign,benign 0,1,0,430,0.9719722761688909,0.02802772383110903,benign,benign 0,1,0,66,0.9832219544562455,0.016778045543754467,benign,benign 0,1,0,651,0.9815345493426458,0.018465450657354218,benign,benign 0,1,0,154,0.9854000694716258,0.014599930528374216,benign,benign 0,1,0,153,0.9762391530809412,0.02376084691905873,benign,benign 0,1,0,532,0.9837903684953907,0.016209631504609346,benign,benign 0,1,0,639,0.975242966792192,0.024757033207807956,benign,benign 0,1,0,573,0.9854000694716258,0.014599930528374216,benign,benign 0,1,0,420,0.9663074090204496,0.03369259097955031,benign,benign 0,1,0,9,0.9847052253689668,0.015294774631033268,benign,benign 0,1,0,321,0.9740535003352132,0.025946499664786744,benign,benign 0,1,0,258,0.9839835788093881,0.016016421190611883,benign,benign 0,1,0,4,0.9787915148586982,0.021208485141301785,benign,benign 0,1,0,19,0.9626082218587081,0.03739177814129194,benign,benign 0,1,0,217,0.9839835788093881,0.016016421190611883,benign,benign 0,1,0,362,0.9687165005839248,0.031283499416075264,benign,benign 0,1,0,475,0.9854000694716258,0.014599930528374216,benign,benign 0,1,0,476,0.983676485534217,0.016323514465783007,benign,benign 0,1,0,686,0.9854000694716258,0.014599930528374216,benign,benign 0,1,0,307,0.9839835788093881,0.016016421190611883,benign,benign 0,1,0,659,0.9854000694716258,0.014599930528374216,benign,benign 0,1,0,40,0.0712050664870677,0.9287949335129323,benign,malignant 0,1,0,409,0.9844178038503612,0.015582196149638856,benign,benign 0,1,0,305,0.04574993689111484,0.9542500631088852,malignant,malignant 0,1,0,267,0.11459208597247705,0.885407914027523,malignant,malignant 0,1,0,565,0.033843609015272724,0.9661563909847273,malignant,malignant 0,1,0,340,0.08151163806081019,0.9184883619391898,malignant,malignant 0,1,0,268,0.032742025272695874,0.9672579747273041,malignant,malignant 0,1,0,633,0.0690862107479977,0.9309137892520023,malignant,malignant 0,1,0,175,0.03326658638856694,0.9667334136114331,malignant,malignant 0,1,0,260,0.02491309789065177,0.9750869021093482,malignant,malignant 0,1,0,218,0.04097033202311151,0.9590296679768885,malignant,malignant 0,1,0,312,0.08759587067262653,0.9124041293273735,malignant,malignant 0,1,0,328,0.137732430091017,0.862267569908983,malignant,malignant 0,1,0,224,0.029213157078541108,0.9707868429214589,malignant,malignant 0,1,0,112,0.08442349433853447,0.9155765056614655,malignant,malignant 0,1,0,302,0.0301858768705906,0.9698141231294094,malignant,malignant 0,1,0,55,0.055560883158151886,0.9444391168418481,malignant,malignant 0,1,0,151,0.10703971962937242,0.8929602803706276,malignant,malignant 0,1,0,166,0.09069189082935103,0.909308109170649,malignant,malignant 0,1,0,20,0.08753155957418735,0.9124684404258127,malignant,malignant 0,1,0,205,0.02773354852637111,0.9722664514736289,malignant,malignant 0,1,0,103,0.6410498783319969,0.35895012166800316,malignant,benign 0,1,0,289,0.059529895157792945,0.940470104842207,malignant,malignant 0,1,0,582,0.03610108040953708,0.9638989195904629,malignant,malignant 0,1,0,457,0.057384128369240006,0.94261587163076,malignant,malignant 0,1,0,594,0.06406088305314372,0.9359391169468563,malignant,malignant 0,2,0,269,0.9852086354541774,0.014791364545822631,benign,benign 0,2,0,168,0.9852086354541774,0.014791364545822631,benign,benign 0,2,0,559,0.9753818839645452,0.024618116035454787,benign,benign 0,2,0,195,0.9844641000764133,0.015535899923586746,benign,benign 0,2,0,79,0.9815839176713063,0.0184160823286937,benign,benign 0,2,0,517,0.985517680631042,0.014482319368958049,benign,benign 0,2,0,615,0.9801384979217418,0.019861502078258174,benign,benign 0,2,0,338,0.985517680631042,0.014482319368958049,benign,benign 0,2,0,511,0.9753818839645452,0.024618116035454787,benign,benign 0,2,0,404,0.9815992760881839,0.018400723911816113,benign,benign 0,2,0,403,0.9319618367434839,0.06803816325651607,benign,benign 0,2,0,547,0.9859289712493585,0.014071028750641517,benign,benign 0,2,0,540,0.9753818839645452,0.024618116035454787,benign,benign 0,2,0,516,0.9859289712493585,0.014071028750641517,benign,benign 0,2,0,623,0.9861560061074518,0.013843993892548156,benign,benign 0,2,0,451,0.9760740378003029,0.023925962199697077,benign,benign 0,2,0,606,0.9854964324864329,0.014503567513567026,benign,benign 0,2,0,439,0.9760740378003029,0.023925962199697077,benign,benign 0,2,0,350,0.9709596235381637,0.02904037646183634,benign,benign 0,2,0,257,0.9857512557223049,0.01424874427769506,benign,benign 0,2,0,578,0.9857512557223049,0.01424874427769506,benign,benign 0,2,0,614,0.985517680631042,0.014482319368958049,benign,benign 0,2,0,642,0.9857512557223049,0.01424874427769506,benign,benign 0,2,0,567,0.9690640930571486,0.030935906942851407,benign,benign 0,2,0,468,0.9854584535540255,0.014541546445974529,benign,benign 0,2,0,178,0.9844641000764133,0.015535899923586746,benign,benign 0,2,0,394,0.9804707039706654,0.01952929602933467,benign,benign 0,2,0,92,0.9844641000764133,0.015535899923586746,benign,benign 0,2,0,137,0.9861560061074518,0.013843993892548156,benign,benign 0,2,0,240,0.936959453207707,0.06304054679229303,benign,benign 0,2,0,424,0.9861560061074518,0.013843993892548156,benign,benign 0,2,0,526,0.9854584535540255,0.014541546445974529,benign,benign 0,2,0,463,0.9845642869161184,0.015435713083881614,benign,benign 0,2,0,688,0.9854584535540255,0.014541546445974529,benign,benign 0,2,0,461,0.9319618367434839,0.06803816325651607,benign,benign 0,2,0,139,0.9683715658012816,0.03162843419871839,benign,benign 0,2,0,678,0.9861560061074518,0.013843993892548156,benign,benign 0,2,0,622,0.7890571076415938,0.21094289235840624,benign,benign 0,2,0,171,0.9852086354541774,0.014791364545822631,benign,benign 0,2,0,629,0.9854584535540255,0.014541546445974529,benign,benign 0,2,0,93,0.9857512557223049,0.01424874427769506,benign,benign 0,2,0,380,0.9861560061074518,0.013843993892548156,benign,benign 0,2,0,208,0.9849663010207363,0.0150336989792637,benign,benign 0,2,0,564,0.9835098133101449,0.01649018668985515,benign,benign 0,2,0,281,0.9852472570821804,0.014752742917819583,benign,benign 0,2,0,525,0.9861921887314077,0.013807811268592303,benign,benign 0,2,0,100,0.12192475095743771,0.8780752490425623,malignant,malignant 0,2,0,344,0.02904418394318098,0.970955816056819,malignant,malignant 0,2,0,608,0.03332966631015899,0.966670333689841,malignant,malignant 0,2,0,288,0.5239476964071657,0.4760523035928344,malignant,benign 0,2,0,42,0.028288885028870725,0.9717111149711293,malignant,malignant 0,2,0,658,0.0234275139054283,0.9765724860945717,malignant,malignant 0,2,0,111,0.07229893088607009,0.9277010691139299,malignant,malignant 0,2,0,348,0.6931409661001866,0.30685903389981345,malignant,benign 0,2,0,237,0.04854766633294205,0.951452333667058,malignant,malignant 0,2,0,358,0.04654182558487718,0.9534581744151228,malignant,malignant 0,2,0,391,0.025184696310063592,0.9748153036899364,malignant,malignant 0,2,0,435,0.020292095880281358,0.9797079041197186,malignant,malignant 0,2,0,191,0.04026247552607687,0.9597375244739231,malignant,malignant 0,2,0,336,0.06775124233119656,0.9322487576688034,malignant,malignant 0,2,0,51,0.7140905860835363,0.28590941391646374,malignant,benign 0,2,0,14,0.030233662482371915,0.9697663375176281,malignant,malignant 0,2,0,174,0.026301216457367382,0.9736987835426326,malignant,malignant 0,2,0,421,0.025658606063273193,0.9743413939367268,malignant,malignant 0,2,0,262,0.034175751192970893,0.9658242488070291,malignant,malignant 0,2,0,99,0.038751527670095265,0.9612484723299047,malignant,malignant 0,2,0,270,0.07331562770871114,0.9266843722912889,malignant,malignant 0,2,0,132,0.062066480795647916,0.9379335192043521,malignant,malignant 0,2,0,251,0.04382946852983782,0.9561705314701622,malignant,malignant 0,2,0,233,0.04555404862110912,0.9544459513788909,malignant,malignant 0,3,0,654,0.9848167586711977,0.015183241328802303,benign,benign 0,3,0,657,0.477519563559038,0.522480436440962,benign,malignant 0,3,0,645,0.9865543397981227,0.013445660201877355,benign,benign 0,3,0,248,0.9532195643199521,0.04678043568004781,benign,benign 0,3,0,296,0.1744322716660539,0.8255677283339461,benign,malignant 0,3,0,494,0.6485013811974725,0.3514986188025276,benign,benign 0,3,0,164,0.9389336077813248,0.0610663922186752,benign,benign 0,3,0,638,0.9862848575320222,0.013715142467977823,benign,benign 0,3,0,121,0.9826944347097393,0.017305565290260755,benign,benign 0,3,0,432,0.9745284936645152,0.025471506335484798,benign,benign 0,3,0,471,0.9604027158428016,0.03959728415719845,benign,benign 0,3,0,249,0.9603861553296178,0.03961384467038219,benign,benign 0,3,0,387,0.8684737544763016,0.13152624552369843,benign,benign 0,3,0,399,0.9792771255333128,0.02072287446668717,benign,benign 0,3,0,351,0.9848167586711977,0.015183241328802303,benign,benign 0,3,0,469,0.9861173600548473,0.01388263994515272,benign,benign 0,3,0,481,0.9483382752031658,0.051661724796834216,benign,benign 0,3,0,327,0.9865543397981227,0.013445660201877355,benign,benign 0,3,0,235,0.8702005703122386,0.12979942968776137,benign,benign 0,3,0,634,0.9866742645122002,0.013325735487799781,benign,benign 0,3,0,550,0.9865543397981227,0.013445660201877355,benign,benign 0,3,0,601,0.9858910126261412,0.014108987373858817,benign,benign 0,3,0,473,0.9862848575320222,0.013715142467977823,benign,benign 0,3,0,398,0.9834784438695827,0.016521556130417323,benign,benign 0,3,0,89,0.9773197766703661,0.022680223329633917,benign,benign 0,3,0,311,0.9866742645122002,0.013325735487799781,benign,benign 0,3,0,385,0.9442456745838754,0.05575432541612463,benign,benign 0,3,0,536,0.9756286996378509,0.024371300362149097,benign,benign 0,3,0,335,0.9866742645122002,0.013325735487799781,benign,benign 0,3,0,318,0.977801334295846,0.022198665704154002,benign,benign 0,3,0,144,0.9865543397981227,0.013445660201877355,benign,benign 0,3,0,539,0.9643878973975952,0.035612102602404785,benign,benign 0,3,0,537,0.9748456935316858,0.025154306468314208,benign,benign 0,3,0,628,0.9866742645122002,0.013325735487799781,benign,benign 0,3,0,325,0.9575525887078981,0.04244741129210192,benign,benign 0,3,0,91,0.9846230666518772,0.015376933348122894,benign,benign 0,3,0,161,0.9805868845750432,0.019413115424956835,benign,benign 0,3,0,291,0.9848167586711977,0.015183241328802303,benign,benign 0,3,0,664,0.9840711051180042,0.015928894881995725,benign,benign 0,3,0,150,0.984069094041025,0.015930905958974916,benign,benign 0,3,0,443,0.9855855212400775,0.014414478759922513,benign,benign 0,3,0,116,0.6112852071405002,0.38871479285949984,benign,benign 0,3,0,513,0.9858910126261412,0.014108987373858817,benign,benign 0,3,0,428,0.9865543397981227,0.013445660201877355,benign,benign 0,3,0,115,0.8737176249134709,0.12628237508652904,benign,benign 0,3,0,10,0.984069094041025,0.015930905958974916,benign,benign 0,3,0,201,0.03675982966033686,0.9632401703396631,malignant,malignant 0,3,0,52,0.06325741620700664,0.9367425837929934,malignant,malignant 0,3,0,386,0.057048073577041114,0.9429519264229589,malignant,malignant 0,3,0,436,0.084961910086095,0.915038089913905,malignant,malignant 0,3,0,177,0.17286160682244656,0.8271383931775534,malignant,malignant 0,3,0,155,0.10659620653802682,0.8934037934619732,malignant,malignant 0,3,0,317,0.03679809823153912,0.9632019017684609,malignant,malignant 0,3,0,113,0.038918173631604436,0.9610818263683956,malignant,malignant 0,3,0,611,0.16392101128243086,0.8360789887175691,malignant,malignant 0,3,0,300,0.07991288578873168,0.9200871142112683,malignant,malignant 0,3,0,465,0.03592385633916895,0.964076143660831,malignant,malignant 0,3,0,183,0.03389999360800078,0.9661000063919992,malignant,malignant 0,3,0,626,0.11851154192737212,0.8814884580726279,malignant,malignant 0,3,0,610,0.057414272599033644,0.9425857274009664,malignant,malignant 0,3,0,323,0.09540640320939575,0.9045935967906042,malignant,malignant 0,3,0,36,0.06754909618244165,0.9324509038175584,malignant,malignant 0,3,0,612,0.03095197805934924,0.9690480219406508,malignant,malignant 0,3,0,279,0.04270169445798211,0.9572983055420179,malignant,malignant 0,3,0,591,0.05616623086529848,0.9438337691347015,malignant,malignant 0,3,0,261,0.03783438455890353,0.9621656154410965,malignant,malignant 0,3,0,254,0.04497656672878081,0.9550234332712192,malignant,malignant 0,3,0,159,0.03173747294253271,0.9682625270574673,malignant,malignant 0,3,0,206,0.0657034482546276,0.9342965517453724,malignant,malignant 0,3,0,286,0.02269453442700209,0.9773054655729979,malignant,malignant 0,4,0,641,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,585,0.9863642785089181,0.013635721491081929,benign,benign 0,4,0,635,0.9546442761306452,0.04535572386935481,benign,benign 0,4,0,298,0.8943159657671751,0.1056840342328249,benign,benign 0,4,0,341,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,228,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,437,0.985293013837645,0.014706986162354954,benign,benign 0,4,0,17,0.9847867432018665,0.015213256798133503,benign,benign 0,4,0,598,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,147,0.9770534379642898,0.022946562035710247,benign,benign 0,4,0,423,0.9750478219381686,0.024952178061831313,benign,benign 0,4,0,225,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,271,0.9782364716058098,0.02176352839419016,benign,benign 0,4,0,583,0.9863642785089181,0.013635721491081929,benign,benign 0,4,0,337,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,656,0.9782364716058098,0.02176352839419016,benign,benign 0,4,0,119,0.9852163365011458,0.014783663498854151,benign,benign 0,4,0,579,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,459,0.9758702457507727,0.02412975424922729,benign,benign 0,4,0,363,0.767035946397067,0.23296405360293304,benign,benign 0,4,0,6,0.6295811001644147,0.37041889983558535,benign,benign 0,4,0,76,0.9531331436677013,0.04686685633229868,benign,benign 0,4,0,26,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,72,0.8755883418972712,0.12441165810272886,benign,benign 0,4,0,694,0.9778112609959042,0.022188739004095744,benign,benign 0,4,0,544,0.9804258678792395,0.019574132120760514,benign,benign 0,4,0,346,0.9034650958207474,0.09653490417925262,benign,benign 0,4,0,396,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,690,0.9832255245597946,0.01677447544020542,benign,benign 0,4,0,182,0.9714267200394712,0.028573279960528847,benign,benign 0,4,0,438,0.9768733964559123,0.023126603544087652,benign,benign 0,4,0,278,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,384,0.9863642785089181,0.013635721491081929,benign,benign 0,4,0,405,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,301,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,450,0.9812917498870968,0.018708250112903262,benign,benign 0,4,0,660,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,667,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,402,0.940633169733728,0.059366830266271986,benign,benign 0,4,0,484,0.9789708079290201,0.02102919207097988,benign,benign 0,4,0,204,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,557,0.9741567229733985,0.025843277026601486,benign,benign 0,4,0,370,0.9444811047448124,0.05551889525518762,benign,benign 0,4,0,234,0.8530324879639297,0.1469675120360703,benign,benign 0,4,0,207,0.9858943569562411,0.01410564304375894,benign,benign 0,4,0,671,0.9847027754842261,0.015297224515773844,benign,benign 0,4,0,295,0.06063290986725933,0.9393670901327407,malignant,malignant 0,4,0,57,0.4447270054831022,0.5552729945168978,malignant,malignant 0,4,0,38,0.06003927879942195,0.939960721200578,malignant,malignant 0,4,0,273,0.3164422403864673,0.6835577596135327,malignant,malignant 0,4,0,308,0.062119240035158785,0.9378807599648412,malignant,malignant 0,4,0,23,0.21030930001638437,0.7896906999836156,malignant,malignant 0,4,0,67,0.05541927044011641,0.9445807295598836,malignant,malignant 0,4,0,247,0.08918595312290512,0.9108140468770949,malignant,malignant 0,4,0,698,0.13664000185900915,0.8633599981409908,malignant,malignant 0,4,0,68,0.05836261918963637,0.9416373808103636,malignant,malignant 0,4,0,282,0.12635855860505363,0.8736414413949464,malignant,malignant 0,4,0,381,0.042249231840326584,0.9577507681596734,malignant,malignant 0,4,0,187,0.02935143577433219,0.9706485642256678,malignant,malignant 0,4,0,246,0.03940190829545076,0.9605980917045492,malignant,malignant 0,4,0,648,0.13390993097630033,0.8660900690236997,malignant,malignant 0,4,0,18,0.023392211474234648,0.9766077885257654,malignant,malignant 0,4,0,188,0.03990648908439587,0.9600935109156041,malignant,malignant 0,4,0,49,0.045236127489786004,0.954763872510214,malignant,malignant 0,4,0,669,0.08314651188958044,0.9168534881104196,malignant,malignant 0,4,0,605,0.03009142237300355,0.9699085776269964,malignant,malignant 0,4,0,366,0.03452649333663038,0.9654735066633696,malignant,malignant 0,4,0,32,0.04378207606429274,0.9562179239357073,malignant,malignant 0,4,0,98,0.04045477770986805,0.959545222290132,malignant,malignant 0,4,0,569,0.03835649380622841,0.9616435061937716,malignant,malignant 0,5,0,535,0.9764671540225036,0.023532845977496362,benign,benign 0,5,0,575,0.9727146484800449,0.027285351519955148,benign,benign 0,5,0,512,0.9783295634975043,0.021670436502495623,benign,benign 0,5,0,442,0.9712583839291935,0.028741616070806456,benign,benign 0,5,0,165,0.9840607675364653,0.015939232463534674,benign,benign 0,5,0,75,0.9298575473948291,0.0701424526051709,benign,benign 0,5,0,379,0.7221094777013197,0.2778905222986803,benign,benign 0,5,0,534,0.9878521141575323,0.012147885842467775,benign,benign 0,5,0,158,0.9619023543698049,0.03809764563019511,benign,benign 0,5,0,431,0.9416918984160582,0.05830810158394184,benign,benign 0,5,0,118,0.9659946401167109,0.034005359883289135,benign,benign 0,5,0,524,0.9878521141575323,0.012147885842467775,benign,benign 0,5,0,169,0.9878639910875078,0.012136008912492226,benign,benign 0,5,0,501,0.9878521141575323,0.012147885842467775,benign,benign 0,5,0,245,0.9761126417028964,0.023887358297103697,benign,benign 0,5,0,16,0.9878521141575323,0.012147885842467775,benign,benign 0,5,0,478,0.9756632773741907,0.024336722625809337,benign,benign 0,5,0,498,0.9878521141575323,0.012147885842467775,benign,benign 0,5,0,90,0.9867813848251299,0.013218615174870163,benign,benign 0,5,0,390,0.9878639910875078,0.012136008912492226,benign,benign 0,5,0,672,0.9867813848251299,0.013218615174870163,benign,benign 0,5,0,372,0.9860509228610375,0.013949077138962585,benign,benign 0,5,0,520,0.9799372428785135,0.020062757121486547,benign,benign 0,5,0,31,0.9867813848251299,0.013218615174870163,benign,benign 0,5,0,371,0.9785394016980145,0.02146059830198555,benign,benign 0,5,0,454,0.9605117787055384,0.03948822129446159,benign,benign 0,5,0,499,0.9878521141575323,0.012147885842467775,benign,benign 0,5,0,684,0.9878521141575323,0.012147885842467775,benign,benign 0,5,0,676,0.9860509228610375,0.013949077138962585,benign,benign 0,5,0,382,0.9790638515857086,0.02093614841429136,benign,benign 0,5,0,354,0.9878521141575323,0.012147885842467775,benign,benign 0,5,0,627,0.9453247868078505,0.05467521319214957,benign,benign 0,5,0,643,0.9878521141575323,0.012147885842467775,benign,benign 0,5,0,533,0.9878521141575323,0.012147885842467775,benign,benign 0,5,0,589,0.9783295634975043,0.021670436502495623,benign,benign 0,5,0,274,0.9841447868872597,0.0158552131127403,benign,benign 0,5,0,331,0.9762145645483952,0.023785435451604876,benign,benign 0,5,0,96,0.9878639910875078,0.012136008912492226,benign,benign 0,5,0,241,0.9835965555435882,0.016403444456411856,benign,benign 0,5,0,303,0.9867813848251299,0.013218615174870163,benign,benign 0,5,0,232,0.06976412879046667,0.9302358712095333,benign,malignant 0,5,0,418,0.963435111165758,0.03656488883424206,benign,benign 0,5,0,411,0.9747613334347188,0.02523866656528117,benign,benign 0,5,0,250,0.9839241804120751,0.01607581958792487,benign,benign 0,5,0,140,0.9878521141575323,0.012147885842467775,benign,benign 0,5,0,632,0.9878521141575323,0.012147885842467775,benign,benign 0,5,0,359,0.06908913032069697,0.930910869679303,malignant,malignant 0,5,0,106,0.04706973933862679,0.9529302606613732,malignant,malignant 0,5,0,456,0.028743795287431206,0.9712562047125688,malignant,malignant 0,5,0,44,0.044846200492869026,0.955153799507131,malignant,malignant 0,5,0,329,0.043213811142844505,0.9567861888571555,malignant,malignant 0,5,0,53,0.05051126130206829,0.9494887386979317,malignant,malignant 0,5,0,86,0.0923673794731047,0.9076326205268953,malignant,malignant 0,5,0,73,0.038897312089303804,0.9611026879106962,malignant,malignant 0,5,0,400,0.05227808660029232,0.9477219133997077,malignant,malignant 0,5,0,681,0.04156489002078945,0.9584351099792106,malignant,malignant 0,5,0,697,0.2147112475245181,0.7852887524754819,malignant,malignant 0,5,0,453,0.06330160658687867,0.9366983934131213,malignant,malignant 0,5,0,440,0.05156355363539333,0.9484364463646067,malignant,malignant 0,5,0,229,0.03070350522591425,0.9692964947740857,malignant,malignant 0,5,0,487,0.02734220834872736,0.9726577916512726,malignant,malignant 0,5,0,85,0.1322816183609955,0.8677183816390045,malignant,malignant 0,5,0,222,0.9327694257498736,0.0672305742501264,malignant,benign 0,5,0,519,0.06467012507359304,0.935329874926407,malignant,malignant 0,5,0,304,0.07076578674876333,0.9292342132512367,malignant,malignant 0,5,0,253,0.049216319542290776,0.9507836804577092,malignant,malignant 0,5,0,84,0.059007210546026534,0.9409927894539735,malignant,malignant 0,5,0,255,0.15432496009443653,0.8456750399055635,malignant,malignant 0,5,0,184,0.028870057913132796,0.9711299420868672,malignant,malignant 0,5,0,326,0.20883872411120397,0.791161275888796,malignant,malignant 0,6,0,552,0.9411018521166674,0.05889814788333262,benign,benign 0,6,0,141,0.9858432393244413,0.01415676067555874,benign,benign 0,6,0,143,0.8939892957657601,0.10601070423423986,benign,benign 0,6,0,429,0.9858432393244413,0.01415676067555874,benign,benign 0,6,0,587,0.9775717584379041,0.02242824156209593,benign,benign 0,6,0,621,0.6883554153263629,0.3116445846736371,benign,benign 0,6,0,529,0.9833846328413607,0.016615367158639364,benign,benign 0,6,0,209,0.976029217922551,0.02397078207744897,benign,benign 0,6,0,345,0.9858432393244413,0.01415676067555874,benign,benign 0,6,0,136,0.984804744404867,0.01519525559513304,benign,benign 0,6,0,599,0.9330791476406158,0.06692085235938416,benign,benign 0,6,0,368,0.9830085333344796,0.016991466665520386,benign,benign 0,6,0,202,0.9858432393244413,0.01415676067555874,benign,benign 0,6,0,693,0.9851281019765543,0.014871898023445723,benign,benign 0,6,0,373,0.978248726004737,0.02175127399526301,benign,benign 0,6,0,29,0.9830085333344796,0.016991466665520386,benign,benign 0,6,0,388,0.9849544878106776,0.015045512189322372,benign,benign 0,6,0,35,0.9858432393244413,0.01415676067555874,benign,benign 0,6,0,13,0.981609341974433,0.018390658025567077,benign,benign 0,6,0,560,0.9780639716561599,0.021936028343840105,benign,benign 0,6,0,120,0.9851581737049904,0.014841826295009665,benign,benign 0,6,0,194,0.9858906916414041,0.014109308358595973,benign,benign 0,6,0,613,0.9707594949138171,0.02924050508618291,benign,benign 0,6,0,554,0.9858906916414041,0.014109308358595973,benign,benign 0,6,0,378,0.9735820623150978,0.026417937684902186,benign,benign 0,6,0,566,0.9856451296182713,0.014354870381728677,benign,benign 0,6,0,130,0.9747645397651883,0.02523546023481177,benign,benign 0,6,0,355,0.9786391095764062,0.02136089042359379,benign,benign 0,6,0,244,0.9858432393244413,0.01415676067555874,benign,benign 0,6,0,507,0.8939892957657601,0.10601070423423986,benign,benign 0,6,0,422,0.9589182803256447,0.041081719674355296,benign,benign 0,6,0,572,0.9858906916414041,0.014109308358595973,benign,benign 0,6,0,125,0.9858432393244413,0.01415676067555874,benign,benign 0,6,0,199,0.9858906916414041,0.014109308358595973,benign,benign 0,6,0,265,0.9364683249648895,0.06353167503511042,benign,benign 0,6,0,11,0.9858432393244413,0.01415676067555874,benign,benign 0,6,0,576,0.9788872662095902,0.02111273379040977,benign,benign 0,6,0,243,0.6357676972664579,0.3642323027335421,benign,benign 0,6,0,474,0.9788872662095902,0.02111273379040977,benign,benign 0,6,0,663,0.9830085333344796,0.016991466665520386,benign,benign 0,6,0,108,0.9833082712747394,0.016691728725260563,benign,benign 0,6,0,192,0.9788872662095902,0.02111273379040977,benign,benign 0,6,0,548,0.9845704799568743,0.015429520043125661,benign,benign 0,6,0,553,0.7346638773992153,0.26533612260078465,benign,benign 0,6,0,445,0.9858432393244413,0.01415676067555874,benign,benign 0,6,0,310,0.9812610729852861,0.018738927014713896,benign,benign 0,6,0,87,0.05774530210253104,0.942254697897469,malignant,malignant 0,6,0,25,0.6933266363099373,0.3066733636900627,malignant,benign 0,6,0,299,0.18115493856553055,0.8188450614344694,malignant,malignant 0,6,0,574,0.060210286341846775,0.9397897136581532,malignant,malignant 0,6,0,56,0.052054481859540314,0.9479455181404597,malignant,malignant 0,6,0,272,0.11674271460041197,0.883257285399588,malignant,malignant 0,6,0,59,0.10841607636004202,0.891583923639958,malignant,malignant 0,6,0,186,0.06097217731587434,0.9390278226841257,malignant,malignant 0,6,0,190,0.02806635204662422,0.9719336479533758,malignant,malignant 0,6,0,122,0.02347545714988919,0.9765245428501108,malignant,malignant 0,6,0,353,0.04574710024789075,0.9542528997521093,malignant,malignant 0,6,0,670,0.04505329975197092,0.9549467002480291,malignant,malignant 0,6,0,5,0.03616454848848971,0.9638354515115103,malignant,malignant 0,6,0,60,0.7029485580072943,0.29705144199270567,malignant,benign 0,6,0,12,0.829801593886717,0.17019840611328296,malignant,benign 0,6,0,356,0.9066031068352421,0.09339689316475787,malignant,benign 0,6,0,109,0.05488881585509453,0.9451111841449055,malignant,malignant 0,6,0,124,0.1138572029359437,0.8861427970640563,malignant,malignant 0,6,0,696,0.2231170520921627,0.7768829479078373,malignant,malignant 0,6,0,152,0.029270304252634216,0.9707296957473658,malignant,malignant 0,6,0,173,0.03029166019551255,0.9697083398044875,malignant,malignant 0,6,0,211,0.035398385199012505,0.9646016148009875,malignant,malignant 0,6,0,590,0.2344247493235908,0.7655752506764092,malignant,malignant 0,6,0,636,0.05297138855040673,0.9470286114495933,malignant,malignant 0,7,0,577,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,203,0.9821566335115718,0.017843366488428172,benign,benign 0,7,0,407,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,365,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,470,0.9836725490153201,0.016327450984679873,benign,benign 0,7,0,352,0.0999187936227478,0.9000812063772522,benign,malignant 0,7,0,620,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,496,0.9836725490153201,0.016327450984679873,benign,benign 0,7,0,332,0.9749718425917575,0.02502815740824245,benign,benign 0,7,0,508,0.984433464200861,0.015566535799138992,benign,benign 0,7,0,163,0.9633655659957528,0.03663443400424714,benign,benign 0,7,0,197,0.9611456796566306,0.03885432034336944,benign,benign 0,7,0,69,0.9846916738584006,0.01530832614159934,benign,benign 0,7,0,666,0.979266748190372,0.020733251809628015,benign,benign 0,7,0,392,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,383,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,563,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,377,0.9836725490153201,0.016327450984679873,benign,benign 0,7,0,95,0.9866493583159388,0.013350641684061243,benign,benign 0,7,0,655,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,674,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,625,0.8606609986994921,0.1393390013005079,benign,benign 0,7,0,80,0.9222800265734756,0.07771997342652433,benign,benign 0,7,0,315,0.07969786789089506,0.9203021321091049,benign,malignant 0,7,0,220,0.9835208260043554,0.016479173995644608,benign,benign 0,7,0,22,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,196,0.024565944241423665,0.9754340557585763,benign,malignant 0,7,0,7,0.9855481875467249,0.014451812453275134,benign,benign 0,7,0,410,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,0,0.9821566335115718,0.017843366488428172,benign,benign 0,7,0,486,0.9836725490153201,0.016327450984679873,benign,benign 0,7,0,170,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,401,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,375,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,47,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,505,0.971933245984011,0.028066754015988998,benign,benign 0,7,0,652,0.9811882866975238,0.018811713302476215,benign,benign 0,7,0,417,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,650,0.9255205071931182,0.07447949280688185,benign,benign 0,7,0,480,0.9813001209487825,0.018699879051217456,benign,benign 0,7,0,70,0.9732559911092111,0.02674400889078887,benign,benign 0,7,0,477,0.9859889234690882,0.014011076530911793,benign,benign 0,7,0,675,0.9452633493248432,0.054736650675156734,benign,benign 0,7,0,646,0.9853254620667272,0.014674537933272754,benign,benign 0,7,0,689,0.9864138730130286,0.013586126986971387,benign,benign 0,7,0,555,0.6294733634876295,0.37052663651237044,benign,benign 0,7,0,238,0.05032330384950101,0.949676696150499,malignant,malignant 0,7,0,167,0.15752562146765414,0.8424743785323459,malignant,malignant 0,7,0,239,0.05402206564988776,0.9459779343501122,malignant,malignant 0,7,0,210,0.025815342861166046,0.974184657138834,malignant,malignant 0,7,0,568,0.06408218770690288,0.9359178122930971,malignant,malignant 0,7,0,581,0.061972972975458895,0.9380270270245411,malignant,malignant 0,7,0,571,0.027875798211403624,0.9721242017885964,malignant,malignant 0,7,0,284,0.07215850294678161,0.9278414970532184,malignant,malignant 0,7,0,266,0.028959557273171344,0.9710404427268287,malignant,malignant 0,7,0,479,0.04390533824056353,0.9560946617594365,malignant,malignant 0,7,0,361,0.12337342735552626,0.8766265726444737,malignant,malignant 0,7,0,489,0.5444237546378685,0.4555762453621314,malignant,benign 0,7,0,236,0.02231853528861727,0.9776814647113827,malignant,malignant 0,7,0,455,0.7583198048907569,0.2416801951092431,malignant,benign 0,7,0,523,0.034502744352736925,0.9654972556472631,malignant,malignant 0,7,0,149,0.023952756618332516,0.9760472433816675,malignant,malignant 0,7,0,546,0.03246358404632299,0.967536415953677,malignant,malignant 0,7,0,15,0.1533032189557092,0.8466967810442908,malignant,malignant 0,7,0,21,0.02433292510041596,0.975667074899584,malignant,malignant 0,7,0,71,0.27684369651115315,0.7231563034888469,malignant,malignant 0,7,0,221,0.025020318805243025,0.974979681194757,malignant,malignant 0,7,0,349,0.14557085820489324,0.8544291417951068,malignant,malignant 0,7,0,483,0.03484487936662539,0.9651551206333746,malignant,malignant 0,7,0,466,0.032697159644689,0.967302840355311,malignant,malignant 0,8,0,81,0.9860078218496995,0.01399217815030049,benign,benign 0,8,0,518,0.9866228778940117,0.013377122105988314,benign,benign 0,8,0,685,0.9868440942574669,0.01315590574253316,benign,benign 0,8,0,30,0.9831889713373989,0.016811028662601042,benign,benign 0,8,0,662,0.9765649142234606,0.02343508577653941,benign,benign 0,8,0,452,0.9720609762486722,0.02793902375132779,benign,benign 0,8,0,276,0.9868806217062237,0.013119378293776317,benign,benign 0,8,0,502,0.9860078218496995,0.01399217815030049,benign,benign 0,8,0,600,0.9868806217062237,0.013119378293776317,benign,benign 0,8,0,531,0.9853511715261201,0.014648828473879957,benign,benign 0,8,0,580,0.9824316057395672,0.017568394260432784,benign,benign 0,8,0,127,0.9866258434958521,0.013374156504147826,benign,benign 0,8,0,395,0.9868806217062237,0.013119378293776317,benign,benign 0,8,0,34,0.9866228778940117,0.013377122105988314,benign,benign 0,8,0,448,0.9831423410354561,0.0168576589645439,benign,benign 0,8,0,596,0.9857331788639718,0.014266821136028191,benign,benign 0,8,0,472,0.9651276066536816,0.034872393346318406,benign,benign 0,8,0,135,0.9255968753367751,0.07440312466322481,benign,benign 0,8,0,631,0.9827686945357216,0.01723130546427847,benign,benign 0,8,0,252,0.09681210364031356,0.9031878963596864,benign,malignant 0,8,0,78,0.9685352398337796,0.03146476016622035,benign,benign 0,8,0,682,0.9792376174922129,0.020762382507787027,benign,benign 0,8,0,342,0.9868440942574669,0.01315590574253316,benign,benign 0,8,0,640,0.9702320008132044,0.02976799918679562,benign,benign 0,8,0,162,0.9866258434958521,0.013374156504147826,benign,benign 0,8,0,644,0.9868440942574669,0.01315590574253316,benign,benign 0,8,0,319,0.13522006884404647,0.8647799311559535,benign,malignant 0,8,0,673,0.952781280607167,0.047218719392832974,benign,benign 0,8,0,83,0.9304762959631832,0.06952370403681687,benign,benign 0,8,0,609,0.9827686945357216,0.01723130546427847,benign,benign 0,8,0,24,0.9865886163243703,0.013411383675629641,benign,benign 0,8,0,653,0.9860078218496995,0.01399217815030049,benign,benign 0,8,0,497,0.9856330611509181,0.014366938849081863,benign,benign 0,8,0,607,0.9868440942574669,0.01315590574253316,benign,benign 0,8,0,114,0.9470838843154372,0.05291611568456279,benign,benign 0,8,0,369,0.9731611051442718,0.026838894855728202,benign,benign 0,8,0,661,0.9850915809102241,0.014908419089775938,benign,benign 0,8,0,216,0.9868440942574669,0.01315590574253316,benign,benign 0,8,0,683,0.9868440942574669,0.01315590574253316,benign,benign 0,8,0,490,0.9868440942574669,0.01315590574253316,benign,benign 0,8,0,145,0.941580860996817,0.058419139003182914,benign,benign 0,8,0,133,0.9851501093412732,0.01484989065872678,benign,benign 0,8,0,584,0.950122839593756,0.04987716040624403,benign,benign 0,8,0,602,0.9860078218496995,0.01399217815030049,benign,benign 0,8,0,677,0.9827686945357216,0.01723130546427847,benign,benign 0,8,0,506,0.03612633249794628,0.9638736675020537,malignant,malignant 0,8,0,179,0.304322275617813,0.695677724382187,malignant,malignant 0,8,0,117,0.03532915364414313,0.9646708463558569,malignant,malignant 0,8,0,283,0.0538346593686867,0.9461653406313133,malignant,malignant 0,8,0,104,0.06278368962424719,0.9372163103757528,malignant,malignant 0,8,0,263,0.03311989228891954,0.9668801077110805,malignant,malignant 0,8,0,482,0.03351874222164597,0.966481257778354,malignant,malignant 0,8,0,416,0.0369480744790196,0.9630519255209804,malignant,malignant 0,8,0,522,0.07623307878190144,0.9237669212180986,malignant,malignant 0,8,0,603,0.28376405700146656,0.7162359429985334,malignant,malignant 0,8,0,427,0.09455557279938154,0.9054444272006185,malignant,malignant 0,8,0,101,0.24053092115960084,0.7594690788403992,malignant,malignant 0,8,0,230,0.06980183800175743,0.9301981619982426,malignant,malignant 0,8,0,425,0.03362708775494794,0.9663729122450521,malignant,malignant 0,8,0,39,0.10390420207604423,0.8960957979239558,malignant,malignant 0,8,0,691,0.09191438572526045,0.9080856142747395,malignant,malignant 0,8,0,316,0.10135889820728428,0.8986411017927157,malignant,malignant 0,8,0,330,0.07547710640292304,0.924522893597077,malignant,malignant 0,8,0,360,0.03309853359065218,0.9669014664093478,malignant,malignant 0,8,0,107,0.041801828109477746,0.9581981718905223,malignant,malignant 0,8,0,412,0.03481943226225548,0.9651805677377445,malignant,malignant 0,8,0,65,0.2925905594576351,0.7074094405423649,malignant,malignant 0,8,0,214,0.025043262387491327,0.9749567376125087,malignant,malignant 0,8,0,146,0.19798298144976845,0.8020170185502316,malignant,malignant 0,8,0,320,0.046987677466073796,0.9530123225339262,malignant,malignant 0,9,0,37,0.9223460923118056,0.07765390768819441,benign,benign 0,9,0,397,0.9868487230247311,0.013151276975268867,benign,benign 0,9,0,619,0.9784342983971587,0.021565701602841318,benign,benign 0,9,0,408,0.9731942781860979,0.02680572181390203,benign,benign 0,9,0,347,0.9517182677637416,0.04828173223625843,benign,benign 0,9,0,1,0.11345182239814999,0.88654817760185,benign,malignant 0,9,0,212,0.9871174249960536,0.012882575003946394,benign,benign 0,9,0,406,0.9860697781464738,0.013930221853526178,benign,benign 0,9,0,3,0.1106936831957046,0.8893063168042954,benign,malignant 0,9,0,45,0.9869240838400669,0.013075916159933051,benign,benign 0,9,0,460,0.9703421143156568,0.029657885684343226,benign,benign 0,9,0,189,0.9775342198617364,0.022465780138263648,benign,benign 0,9,0,446,0.9869240838400669,0.013075916159933051,benign,benign 0,9,0,692,0.9869240838400669,0.013075916159933051,benign,benign 0,9,0,679,0.9869240838400669,0.013075916159933051,benign,benign 0,9,0,541,0.9869240838400669,0.013075916159933051,benign,benign 0,9,0,597,0.9719366175919197,0.0280633824080803,benign,benign 0,9,0,543,0.9868487230247311,0.013151276975268867,benign,benign 0,9,0,129,0.9815821293267366,0.018417870673263392,benign,benign 0,9,0,297,0.7055886596797187,0.2944113403202812,benign,benign 0,9,0,458,0.9777075542431677,0.022292445756832265,benign,benign 0,9,0,28,0.9869240838400669,0.013075916159933051,benign,benign 0,9,0,637,0.9461669312906134,0.05383306870938667,benign,benign 0,9,0,558,0.9869240838400669,0.013075916159933051,benign,benign 0,9,0,617,0.9661694951824435,0.0338305048175564,benign,benign 0,9,0,492,0.9844592606225062,0.015540739377493824,benign,benign 0,9,0,504,0.9869240838400669,0.013075916159933051,benign,benign 0,9,0,309,0.8482558507236346,0.15174414927636531,benign,benign 0,9,0,551,0.9871174249960536,0.012882575003946394,benign,benign 0,9,0,306,0.9871174249960536,0.012882575003946394,benign,benign 0,9,0,280,0.9871174249960536,0.012882575003946394,benign,benign 0,9,0,364,0.9871174249960536,0.012882575003946394,benign,benign 0,9,0,374,0.986479484135894,0.01352051586410599,benign,benign 0,9,0,630,0.9636194180130933,0.036380581986906746,benign,benign 0,9,0,110,0.7854390804670643,0.21456091953293568,benign,benign 0,9,0,510,0.9869240838400669,0.013075916159933051,benign,benign 0,9,0,509,0.9869240838400669,0.013075916159933051,benign,benign 0,9,0,193,0.9871174249960536,0.012882575003946394,benign,benign 0,9,0,444,0.9670714931619679,0.032928506838032064,benign,benign 0,9,0,134,0.9815821293267366,0.018417870673263392,benign,benign 0,9,0,413,0.9776618528177208,0.022338147182279253,benign,benign 0,9,0,33,0.9862771631856808,0.013722836814319173,benign,benign 0,9,0,294,0.9712890821638562,0.028710917836143823,benign,benign 0,9,0,102,0.9866025580619574,0.013397441938042591,benign,benign 0,9,0,314,0.9845480993915519,0.015451900608448163,benign,benign 0,9,0,200,0.031136715516319358,0.9688632844836806,malignant,malignant 0,9,0,570,0.03179455615997384,0.9682054438400262,malignant,malignant 0,9,0,514,0.04451901070770936,0.9554809892922906,malignant,malignant 0,9,0,142,0.04221329011376718,0.9577867098862328,malignant,malignant 0,9,0,586,0.03515264471294777,0.9648473552870522,malignant,malignant 0,9,0,588,0.06730729444426564,0.9326927055557344,malignant,malignant 0,9,0,515,0.030648207243436754,0.9693517927565632,malignant,malignant 0,9,0,592,0.057404901576771916,0.9425950984232281,malignant,malignant 0,9,0,226,0.031036308164581694,0.9689636918354183,malignant,malignant 0,9,0,604,0.2695919884256487,0.7304080115743513,malignant,malignant 0,9,0,105,0.3337012526803239,0.6662987473196761,malignant,malignant 0,9,0,264,0.0567271841263719,0.9432728158736281,malignant,malignant 0,9,0,231,0.04122388045998282,0.9587761195400172,malignant,malignant 0,9,0,43,0.4975384822618266,0.5024615177381734,malignant,malignant 0,9,0,449,0.042663764481147504,0.9573362355188525,malignant,malignant 0,9,0,491,0.04201278418763554,0.9579872158123645,malignant,malignant 0,9,0,74,0.06539210399430195,0.934607896005698,malignant,malignant 0,9,0,367,0.031716297159981255,0.9682837028400187,malignant,malignant 0,9,0,467,0.052481332655151536,0.9475186673448485,malignant,malignant 0,9,0,62,0.03670287314780685,0.9632971268521932,malignant,malignant 0,9,0,58,0.21297053861002668,0.7870294613899733,malignant,malignant 0,9,0,333,0.07231146934803179,0.9276885306519682,malignant,malignant 0,9,0,126,0.04357310885997023,0.9564268911400298,malignant,malignant 0,9,0,549,0.05659139278996328,0.9434086072100367,malignant,malignant