% Python_3.9.16.
% Sklearn_1.2.2.
% NumPy_1.22.4.
% SciPy_1.10.1.
% Thu Mar 23 05:21:08 2023
% 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 prediction {benign, malignant}
@ATTRIBUTE correct {benign, malignant}
@ATTRIBUTE confidence.benign NUMERIC
@ATTRIBUTE confidence.malignant NUMERIC

@DATA
0,0,0,665,benign,benign,0.998762956700073,0.0012370432999269806
0,0,0,447,benign,benign,0.9907267219796189,0.009273278020381177
0,0,0,593,benign,benign,0.9864524402427374,0.013547559757262575
0,0,0,8,benign,benign,0.9878817299224837,0.012118270077516353
0,0,0,148,benign,benign,0.942191528712244,0.05780847128775599
0,0,0,180,benign,benign,0.9977009352488964,0.002299064751103605
0,0,0,415,benign,benign,0.9169886030763895,0.0830113969236105
0,0,0,500,benign,benign,0.969269427042113,0.03073057295788695
0,0,0,131,benign,benign,0.9958221676873925,0.004177832312607441
0,0,0,156,benign,benign,0.9973519311369918,0.0026480688630081775
0,0,0,545,benign,benign,0.9867980993058956,0.013201900694104459
0,0,0,595,benign,benign,0.9867980993058956,0.013201900694104459
0,0,0,259,malignant,benign,0.11171327501630679,0.8882867249836932
0,0,0,433,benign,benign,0.9928928813002953,0.0071071186997047385
0,0,0,426,benign,benign,0.9376419912032055,0.062358008796794505
0,0,0,322,benign,benign,0.9930920694817305,0.006907930518269501
0,0,0,616,benign,benign,0.9951569242456947,0.004843075754305335
0,0,0,219,benign,benign,0.9361057059102367,0.06389429408976338
0,0,0,618,benign,benign,0.9919956020523062,0.008004397947693797
0,0,0,287,benign,benign,0.9946844990246779,0.005315500975322084
0,0,0,528,benign,benign,0.9619493405890893,0.03805065941091073
0,0,0,649,benign,benign,0.9951569242456947,0.004843075754305335
0,0,0,538,benign,benign,0.9919956020523062,0.008004397947693797
0,0,0,343,benign,benign,0.998762956700073,0.0012370432999269806
0,0,0,48,benign,benign,0.9840909755999794,0.015909024400020618
0,0,0,695,benign,benign,0.9979506281662706,0.002049371833729404
0,0,0,441,benign,benign,0.9199084471153283,0.08009155288467179
0,0,0,393,benign,benign,0.9988733118524311,0.0011266881475688443
0,0,0,275,benign,benign,0.968789919711896,0.031210080288104024
0,0,0,464,benign,benign,0.9943863500805591,0.005613649919440907
0,0,0,290,benign,benign,0.998762956700073,0.0012370432999269806
0,0,0,687,benign,benign,0.9943154387475944,0.005684561252405628
0,0,0,542,benign,benign,0.9903149708289325,0.009685029171067503
0,0,0,376,benign,benign,0.9982328107159921,0.0017671892840078686
0,0,0,462,benign,benign,0.9787096344202894,0.02129036557971068
0,0,0,97,benign,benign,0.981236637599106,0.018763362400894053
0,0,0,94,benign,benign,0.9958221676873925,0.004177832312607441
0,0,0,77,benign,benign,0.9837198616070107,0.01628013839298927
0,0,0,27,benign,benign,0.9867980993058956,0.013201900694104459
0,0,0,256,benign,benign,0.9966066806520378,0.003393319347962163
0,0,0,277,benign,benign,0.9982328107159921,0.0017671892840078686
0,0,0,138,benign,benign,0.988299271005991,0.011700728994008985
0,0,0,562,benign,benign,0.9974760400738402,0.002523959926159879
0,0,0,242,benign,benign,0.9958221676873925,0.004177832312607441
0,0,0,64,benign,benign,0.9982328107159921,0.0017671892840078686
0,0,0,624,benign,benign,0.9857803319850811,0.014219668014918916
0,0,0,334,malignant,malignant,0.006402732082519513,0.9935972679174805
0,0,0,414,malignant,malignant,0.005187792834708493,0.9948122071652915
0,0,0,54,malignant,malignant,0.002231285432350738,0.9977687145676493
0,0,0,339,malignant,malignant,0.012997967171885283,0.9870020328281147
0,0,0,357,malignant,malignant,8.788877510212956e-06,0.9999912111224898
0,0,0,123,malignant,malignant,0.04687493639282814,0.9531250636071719
0,0,0,292,malignant,malignant,0.03499943483822343,0.9650005651617766
0,0,0,50,malignant,malignant,0.04124659295120092,0.9587534070487991
0,0,0,160,malignant,malignant,0.0006171965768343446,0.9993828034231657
0,0,0,215,malignant,malignant,0.004904117912872152,0.9950958820871278
0,0,0,213,malignant,malignant,8.671111120794883e-06,0.9999913288888792
0,0,0,293,malignant,malignant,0.012245729199734323,0.9877542708002657
0,0,0,41,malignant,malignant,0.09825711297898176,0.9017428870210182
0,0,0,488,benign,malignant,0.7260490703586565,0.2739509296413435
0,0,0,668,malignant,malignant,0.32164235107595085,0.6783576489240492
0,0,0,530,malignant,malignant,0.011363922378995084,0.9886360776210049
0,0,0,46,malignant,malignant,0.06953538706549034,0.9304646129345097
0,0,0,223,malignant,malignant,0.014248753439162765,0.9857512465608372
0,0,0,227,malignant,malignant,0.005266004949862402,0.9947339950501376
0,0,0,680,malignant,malignant,9.370919180629045e-07,0.9999990629080819
0,0,0,63,benign,malignant,0.7094979520067459,0.290502047993254
0,0,0,128,malignant,malignant,0.017729446977571506,0.9822705530224285
0,0,0,493,malignant,malignant,0.0006229907738942719,0.9993770092261057
0,0,0,285,malignant,malignant,1.4798092514256567e-05,0.9999852019074857
0,1,0,561,benign,benign,0.9842552236462513,0.015744776353748737
0,1,0,521,benign,benign,0.995662648432189,0.004337351567810995
0,1,0,419,benign,benign,0.9980798248235188,0.0019201751764812037
0,1,0,485,benign,benign,0.9962413822075336,0.003758617792466482
0,1,0,647,benign,benign,0.998296070562341,0.0017039294376589493
0,1,0,82,benign,benign,0.9828815257029274,0.017118474297072635
0,1,0,527,benign,benign,0.9905074602099122,0.009492539790087816
0,1,0,324,benign,benign,0.9979435489638963,0.002056451036103776
0,1,0,157,benign,benign,0.9965721230378654,0.0034278769621346253
0,1,0,389,benign,benign,0.9817299427041556,0.018270057295844362
0,1,0,176,benign,benign,0.9965721230378654,0.0034278769621346253
0,1,0,434,malignant,benign,0.01912941013471081,0.9808705898652892
0,1,0,556,benign,benign,0.9780034777214538,0.02199652227854616
0,1,0,495,benign,benign,0.9962499941595735,0.00375000584042646
0,1,0,172,benign,benign,0.9986254560868562,0.0013745439131438943
0,1,0,181,benign,benign,0.999081454926554,0.0009185450734460026
0,1,0,313,benign,benign,0.999081454926554,0.0009185450734460026
0,1,0,2,benign,benign,0.9914575848503676,0.008542415149632384
0,1,0,185,benign,benign,0.9966352548361105,0.003364745163889543
0,1,0,198,benign,benign,0.999081454926554,0.0009185450734460026
0,1,0,503,benign,benign,0.9905074602099122,0.009492539790087816
0,1,0,88,benign,benign,0.9905074602099122,0.009492539790087816
0,1,0,61,benign,benign,0.9979386782156694,0.0020613217843306296
0,1,0,430,benign,benign,0.9981447230949678,0.0018552769050322146
0,1,0,66,benign,benign,0.9905074602099122,0.009492539790087816
0,1,0,651,benign,benign,0.9972255483054864,0.0027744516945136374
0,1,0,154,benign,benign,0.999081454926554,0.0009185450734460026
0,1,0,153,benign,benign,0.9904627775407853,0.009537222459214713
0,1,0,532,benign,benign,0.9979814741343829,0.002018525865617115
0,1,0,639,benign,benign,0.9869234825925419,0.013076517407458093
0,1,0,573,benign,benign,0.9986254560868562,0.0013745439131438943
0,1,0,420,benign,benign,0.9635938570801246,0.03640614291987544
0,1,0,9,benign,benign,0.9930787099410675,0.006921290058932502
0,1,0,321,benign,benign,0.9842089028800398,0.015791097119960188
0,1,0,258,benign,benign,0.9942913391882509,0.005708660811749151
0,1,0,4,benign,benign,0.982519315198967,0.017480684801033004
0,1,0,19,benign,benign,0.9739930911016595,0.026006908898340467
0,1,0,217,benign,benign,0.9979435489638963,0.002056451036103776
0,1,0,362,benign,benign,0.9860861428906393,0.013913857109360614
0,1,0,475,benign,benign,0.9974449658919988,0.002555034108001141
0,1,0,476,benign,benign,0.9938567804973089,0.00614321950269112
0,1,0,686,benign,benign,0.999081454926554,0.0009185450734460026
0,1,0,307,benign,benign,0.9979435489638963,0.002056451036103776
0,1,0,659,benign,benign,0.999081454926554,0.0009185450734460026
0,1,0,40,malignant,benign,0.008592427436623584,0.9914075725633764
0,1,0,409,benign,benign,0.9944865497310165,0.005513450268983536
0,1,0,305,malignant,malignant,0.0006293349321152553,0.9993706650678847
0,1,0,267,malignant,malignant,0.11109100125265248,0.8889089987473475
0,1,0,565,malignant,malignant,3.781921713919001e-05,0.9999621807828608
0,1,0,340,malignant,malignant,0.005207723912923123,0.9947922760870769
0,1,0,268,malignant,malignant,8.83617106257617e-05,0.9999116382893742
0,1,0,633,malignant,malignant,0.05769424731175943,0.9423057526882406
0,1,0,175,malignant,malignant,0.0026816006024150685,0.9973183993975849
0,1,0,260,malignant,malignant,6.928688796803417e-05,0.999930713112032
0,1,0,218,malignant,malignant,0.002073551739967816,0.9979264482600322
0,1,0,312,malignant,malignant,0.0841668543060522,0.9158331456939478
0,1,0,328,malignant,malignant,0.15728747259409515,0.8427125274059049
0,1,0,224,malignant,malignant,0.0001841170715015661,0.9998158829284984
0,1,0,112,malignant,malignant,0.00018162854187175892,0.9998183714581282
0,1,0,302,malignant,malignant,2.2879551031529388e-07,0.9999997712044897
0,1,0,55,malignant,malignant,0.025946192477020458,0.9740538075229795
0,1,0,151,malignant,malignant,0.01845853569765088,0.9815414643023491
0,1,0,166,malignant,malignant,0.0013967590173789013,0.9986032409826211
0,1,0,20,malignant,malignant,0.001398616531837038,0.998601383468163
0,1,0,205,malignant,malignant,1.8981269023332636e-05,0.9999810187309767
0,1,0,103,malignant,malignant,0.3264279607870273,0.6735720392129727
0,1,0,289,malignant,malignant,0.0008633903358939987,0.999136609664106
0,1,0,582,malignant,malignant,0.0026571969430486675,0.9973428030569513
0,1,0,457,malignant,malignant,0.0006256861841118511,0.9993743138158881
0,1,0,594,malignant,malignant,0.02380516225749474,0.9761948377425053
0,2,0,269,benign,benign,0.9976546375573122,0.0023453624426877494
0,2,0,168,benign,benign,0.9933455347768365,0.006654465223163433
0,2,0,559,benign,benign,0.987520979739179,0.012479020260821067
0,2,0,195,benign,benign,0.9888179687092807,0.011182031290719228
0,2,0,79,benign,benign,0.997151747399242,0.002848252600758048
0,2,0,517,benign,benign,0.9985708126139367,0.0014291873860632933
0,2,0,615,benign,benign,0.9861719543148221,0.013828045685177925
0,2,0,338,benign,benign,0.9985708126139367,0.0014291873860632933
0,2,0,511,benign,benign,0.987520979739179,0.012479020260821067
0,2,0,404,benign,benign,0.9983604474941989,0.001639552505801055
0,2,0,403,benign,benign,0.9898210221884859,0.010178977811514145
0,2,0,547,benign,benign,0.9984032163262944,0.0015967836737056853
0,2,0,540,benign,benign,0.981169398144089,0.018830601855911063
0,2,0,516,benign,benign,0.9990534636338307,0.0009465363661692864
0,2,0,623,benign,benign,0.9989708963649995,0.001029103635000537
0,2,0,451,benign,benign,0.9917042699756318,0.008295730024368226
0,2,0,606,benign,benign,0.9942749608969299,0.005725039103070147
0,2,0,439,benign,benign,0.9917042699756318,0.008295730024368226
0,2,0,350,benign,benign,0.9888319576628432,0.011168042337156871
0,2,0,257,benign,benign,0.9955850129501,0.0044149870498999
0,2,0,578,benign,benign,0.9984462087167653,0.001553791283234729
0,2,0,614,benign,benign,0.9975897957806711,0.0024102042193289235
0,2,0,642,benign,benign,0.9955850129501,0.0044149870498999
0,2,0,567,benign,benign,0.9830261719972275,0.01697382800277248
0,2,0,468,benign,benign,0.9950690103573934,0.004930989642606597
0,2,0,178,benign,benign,0.9888179687092807,0.011182031290719228
0,2,0,394,benign,benign,0.9969749351574925,0.003025064842507566
0,2,0,92,benign,benign,0.9888179687092807,0.011182031290719228
0,2,0,137,benign,benign,0.9970730431068228,0.0029269568931771903
0,2,0,240,benign,benign,0.9412206696415292,0.05877933035847084
0,2,0,424,benign,benign,0.9970730431068228,0.0029269568931771903
0,2,0,526,benign,benign,0.9950690103573934,0.004930989642606597
0,2,0,463,benign,benign,0.9944104196014137,0.00558958039858623
0,2,0,688,benign,benign,0.9950690103573934,0.004930989642606597
0,2,0,461,benign,benign,0.9846218877118496,0.015378112288150477
0,2,0,139,benign,benign,0.9959011077765068,0.004098892223493197
0,2,0,678,benign,benign,0.9989708963649995,0.001029103635000537
0,2,0,622,benign,benign,0.937611430629038,0.06238856937096202
0,2,0,171,benign,benign,0.9976546375573122,0.0023453624426877494
0,2,0,629,benign,benign,0.9950690103573934,0.004930989642606597
0,2,0,93,benign,benign,0.9984462087167653,0.001553791283234729
0,2,0,380,benign,benign,0.9989708963649995,0.001029103635000537
0,2,0,208,benign,benign,0.9978425831201827,0.0021574168798172547
0,2,0,564,benign,benign,0.987335105274851,0.01266489472514903
0,2,0,281,benign,benign,0.9954099825608913,0.004590017439108706
0,2,0,525,benign,benign,0.9966006055279413,0.003399394472058769
0,2,0,100,malignant,malignant,0.018296665368542908,0.9817033346314571
0,2,0,344,malignant,malignant,0.00044549190057563415,0.9995545080994244
0,2,0,608,malignant,malignant,0.00037209829329243327,0.9996279017067076
0,2,0,288,malignant,malignant,0.27074003555865056,0.7292599644413494
0,2,0,42,malignant,malignant,0.0008324334794915789,0.9991675665205084
0,2,0,658,malignant,malignant,0.0008145747420181815,0.9991854252579818
0,2,0,111,malignant,malignant,0.06607896271420599,0.933921037285794
0,2,0,348,benign,malignant,0.8899172084705406,0.11008279152945948
0,2,0,237,malignant,malignant,0.006368808457152597,0.9936311915428474
0,2,0,358,malignant,malignant,0.020717242008651326,0.9792827579913487
0,2,0,391,malignant,malignant,0.00041940715510380144,0.9995805928448962
0,2,0,435,malignant,malignant,0.0016033587314231434,0.9983966412685769
0,2,0,191,malignant,malignant,0.00021898873609171865,0.9997810112639083
0,2,0,336,malignant,malignant,0.034295176321440524,0.9657048236785595
0,2,0,51,benign,malignant,0.7629164140094116,0.23708358599058843
0,2,0,14,malignant,malignant,0.0008354354596955549,0.9991645645403044
0,2,0,174,malignant,malignant,0.009946766678188057,0.9900532333218119
0,2,0,421,malignant,malignant,8.5701497015922e-05,0.9999142985029841
0,2,0,262,malignant,malignant,0.0006120500176406418,0.9993879499823594
0,2,0,99,malignant,malignant,0.00023019387173428552,0.9997698061282657
0,2,0,270,malignant,malignant,0.006823779018843679,0.9931762209811563
0,2,0,132,malignant,malignant,0.002820732963882855,0.9971792670361171
0,2,0,251,malignant,malignant,0.000972437525713743,0.9990275624742863
0,2,0,233,malignant,malignant,0.0063058529909952865,0.9936941470090047
0,3,0,654,benign,benign,0.9921589792174617,0.007841020782538325
0,3,0,657,benign,benign,0.7956611279238875,0.20433887207611248
0,3,0,645,benign,benign,0.9946540367947475,0.005345963205252505
0,3,0,248,benign,benign,0.9701345614642951,0.02986543853570491
0,3,0,296,malignant,benign,0.31585352286768,0.68414647713232
0,3,0,494,malignant,benign,0.39149963199492777,0.6085003680050722
0,3,0,164,benign,benign,0.9379967406578497,0.06200325934215037
0,3,0,638,benign,benign,0.993737116242442,0.006262883757558063
0,3,0,121,benign,benign,0.9808367932961648,0.019163206703835183
0,3,0,432,benign,benign,0.9815402185603368,0.01845978143966324
0,3,0,471,benign,benign,0.9684207455676118,0.03157925443238817
0,3,0,249,benign,benign,0.978248476624558,0.021751523375441978
0,3,0,387,benign,benign,0.9463563019169142,0.05364369808308579
0,3,0,399,benign,benign,0.9978391732256476,0.002160826774352352
0,3,0,351,benign,benign,0.9954373315090786,0.0045626684909213025
0,3,0,469,benign,benign,0.9975536411793382,0.002446358820661824
0,3,0,481,benign,benign,0.9699224299367023,0.030077570063297747
0,3,0,327,benign,benign,0.9981953343214556,0.0018046656785443713
0,3,0,235,benign,benign,0.9474233844431085,0.05257661555689152
0,3,0,634,benign,benign,0.996358067139914,0.003641932860085988
0,3,0,550,benign,benign,0.9946540367947475,0.005345963205252505
0,3,0,601,benign,benign,0.9983361468349476,0.0016638531650523443
0,3,0,473,benign,benign,0.993737116242442,0.006262883757558063
0,3,0,398,benign,benign,0.993980865660178,0.006019134339821994
0,3,0,89,benign,benign,0.9955587154591733,0.004441284540826693
0,3,0,311,benign,benign,0.9987719666944598,0.0012280333055401924
0,3,0,385,benign,benign,0.9809580271410975,0.019041972858902533
0,3,0,536,benign,benign,0.9770449328811528,0.0229550671188472
0,3,0,335,benign,benign,0.9987719666944598,0.0012280333055401924
0,3,0,318,benign,benign,0.9966179779970367,0.0033820220029633715
0,3,0,144,benign,benign,0.9968924660402542,0.0031075339597458093
0,3,0,539,benign,benign,0.9731891722369213,0.02681082776307871
0,3,0,537,benign,benign,0.9691153848171953,0.03088461518280469
0,3,0,628,benign,benign,0.9978845126638433,0.0021154873361567184
0,3,0,325,benign,benign,0.9904242718046212,0.009575728195378755
0,3,0,91,benign,benign,0.995200915592794,0.00479908440720596
0,3,0,161,benign,benign,0.9842144661038688,0.015785533896131226
0,3,0,291,benign,benign,0.9973486586001443,0.0026513413998556926
0,3,0,664,benign,benign,0.9907322888683269,0.009267711131673137
0,3,0,150,benign,benign,0.997555372823999,0.0024446271760010228
0,3,0,443,benign,benign,0.9981616500679745,0.0018383499320254416
0,3,0,116,benign,benign,0.7364032883900256,0.2635967116099744
0,3,0,513,benign,benign,0.9950698011061316,0.004930198893868411
0,3,0,428,benign,benign,0.9981953343214556,0.0018046656785443713
0,3,0,115,benign,benign,0.9938482611366591,0.00615173886334084
0,3,0,10,benign,benign,0.997555372823999,0.0024446271760010228
0,3,0,201,malignant,malignant,0.0003906320648320305,0.999609367935168
0,3,0,52,malignant,malignant,0.008991817223065635,0.9910081827769344
0,3,0,386,malignant,malignant,0.012405488077967375,0.9875945119220326
0,3,0,436,malignant,malignant,0.08286017842448135,0.9171398215755187
0,3,0,177,malignant,malignant,0.0567503551787365,0.9432496448212635
0,3,0,155,malignant,malignant,0.08340843007155496,0.916591569928445
0,3,0,317,malignant,malignant,0.001302564901881964,0.998697435098118
0,3,0,113,malignant,malignant,0.0006856649821906924,0.9993143350178093
0,3,0,611,malignant,malignant,0.013114126119894709,0.9868858738801053
0,3,0,300,malignant,malignant,0.00250147970892578,0.9974985202910742
0,3,0,465,malignant,malignant,0.00037162127058465444,0.9996283787294153
0,3,0,183,malignant,malignant,0.0013853271232460163,0.998614672876754
0,3,0,626,malignant,malignant,0.01804820860243639,0.9819517913975636
0,3,0,610,malignant,malignant,0.00046613675255879894,0.9995338632474412
0,3,0,323,malignant,malignant,0.0153986684748606,0.9846013315251394
0,3,0,36,malignant,malignant,0.0010906919295172735,0.9989093080704827
0,3,0,612,malignant,malignant,2.927634190630357e-07,0.9999997072365809
0,3,0,279,malignant,malignant,0.0006949599859734645,0.9993050400140265
0,3,0,591,malignant,malignant,0.02164864309813186,0.9783513569018681
0,3,0,261,malignant,malignant,6.456651904707122e-05,0.9999354334809529
0,3,0,254,malignant,malignant,0.010112250515877608,0.9898877494841224
0,3,0,159,malignant,malignant,2.3124516463690625e-05,0.9999768754835363
0,3,0,206,malignant,malignant,0.014097618016030267,0.9859023819839697
0,3,0,286,malignant,malignant,7.187806492225945e-07,0.9999992812193508
0,4,0,641,benign,benign,0.9947887441122997,0.005211255887700372
0,4,0,585,benign,benign,0.9986244575803579,0.0013755424196421387
0,4,0,635,benign,benign,0.9917560828167346,0.008243917183265493
0,4,0,298,benign,benign,0.9498584425452793,0.05014155745472066
0,4,0,341,benign,benign,0.9970923629822515,0.002907637017748593
0,4,0,228,benign,benign,0.9972882999046231,0.0027117000953769572
0,4,0,437,benign,benign,0.9942128992188817,0.005787100781118368
0,4,0,17,benign,benign,0.9878270572512668,0.01217294274873312
0,4,0,598,benign,benign,0.9947887441122997,0.005211255887700372
0,4,0,147,benign,benign,0.996829704414667,0.0031702955853330286
0,4,0,423,benign,benign,0.9766398813971484,0.023360118602851532
0,4,0,225,benign,benign,0.9979998214842244,0.002000178515775657
0,4,0,271,benign,benign,0.9804663246908226,0.019533675309177427
0,4,0,583,benign,benign,0.9964125634707736,0.00358743652922646
0,4,0,337,benign,benign,0.9970923629822515,0.002907637017748593
0,4,0,656,benign,benign,0.9864923898708439,0.013507610129156177
0,4,0,119,benign,benign,0.9880090175091432,0.011990982490856828
0,4,0,579,benign,benign,0.9970923629822515,0.002907637017748593
0,4,0,459,benign,benign,0.9838269181437966,0.016173081856203416
0,4,0,363,benign,benign,0.9370657475981824,0.06293425240181756
0,4,0,6,benign,benign,0.9098087286172085,0.09019127138279145
0,4,0,76,benign,benign,0.9953940728872467,0.004605927112753304
0,4,0,26,benign,benign,0.9947711037298156,0.005228896270184444
0,4,0,72,benign,benign,0.9633460407306911,0.03665395926930887
0,4,0,694,benign,benign,0.9943191759695582,0.005680824030441735
0,4,0,544,benign,benign,0.9929247568183421,0.007075243181657849
0,4,0,346,benign,benign,0.9769301092120198,0.023069890787980142
0,4,0,396,benign,benign,0.9924354981904527,0.0075645018095472786
0,4,0,690,benign,benign,0.9978217217459198,0.0021782782540802526
0,4,0,182,benign,benign,0.9687953059149252,0.031204694085074775
0,4,0,438,benign,benign,0.9841407268265401,0.01585927317345991
0,4,0,278,benign,benign,0.9970923629822515,0.002907637017748593
0,4,0,384,benign,benign,0.9977780087815667,0.0022219912184332623
0,4,0,405,benign,benign,0.9979998214842244,0.002000178515775657
0,4,0,301,benign,benign,0.9970923629822515,0.002907637017748593
0,4,0,450,benign,benign,0.9876390695192229,0.012360930480777155
0,4,0,660,benign,benign,0.9979998214842244,0.002000178515775657
0,4,0,667,benign,benign,0.9924354981904527,0.0075645018095472786
0,4,0,402,benign,benign,0.9730478643152028,0.026952135684797204
0,4,0,484,benign,benign,0.9877149254924061,0.012285074507593838
0,4,0,204,benign,benign,0.9970923629822515,0.002907637017748593
0,4,0,557,benign,benign,0.9853047339021268,0.014695266097873158
0,4,0,370,benign,benign,0.9862885833679573,0.01371141663204271
0,4,0,234,benign,benign,0.9761589710003875,0.023841028999612515
0,4,0,207,benign,benign,0.9972882999046231,0.0027117000953769572
0,4,0,671,benign,benign,0.9897795499576759,0.010220450042324117
0,4,0,295,malignant,malignant,0.004631900624158192,0.9953680993758418
0,4,0,57,malignant,malignant,0.23214442736010044,0.7678555726398996
0,4,0,38,malignant,malignant,0.019303180413844045,0.980696819586156
0,4,0,273,benign,malignant,0.6299686031119167,0.37003139688808334
0,4,0,308,malignant,malignant,0.003998884476697606,0.9960011155233024
0,4,0,23,malignant,malignant,0.1629804581523353,0.8370195418476647
0,4,0,67,malignant,malignant,0.07880017021774044,0.9211998297822596
0,4,0,247,malignant,malignant,0.12088483919277282,0.8791151608072272
0,4,0,698,malignant,malignant,0.023565889661630424,0.9764341103383696
0,4,0,68,malignant,malignant,6.977143059383462e-05,0.9999302285694062
0,4,0,282,malignant,malignant,0.1093263963287,0.8906736036713
0,4,0,381,malignant,malignant,0.00031450873705463067,0.9996854912629454
0,4,0,187,malignant,malignant,3.531244844201531e-06,0.9999964687551558
0,4,0,246,malignant,malignant,0.00020753086310132396,0.9997924691368987
0,4,0,648,malignant,malignant,3.3428016603886945e-05,0.9999665719833961
0,4,0,18,malignant,malignant,0.0019102297626951703,0.9980897702373048
0,4,0,188,malignant,malignant,0.0026964291925316575,0.9973035708074683
0,4,0,49,malignant,malignant,0.023030839229592925,0.9769691607704071
0,4,0,669,malignant,malignant,0.004738105111113833,0.9952618948888862
0,4,0,605,malignant,malignant,0.0003119762927483727,0.9996880237072516
0,4,0,366,malignant,malignant,1.2925043685219073e-05,0.9999870749563148
0,4,0,32,malignant,malignant,0.0027824514931881206,0.9972175485068119
0,4,0,98,malignant,malignant,0.00026205276913693343,0.9997379472308631
0,4,0,569,malignant,malignant,0.0003666937278936633,0.9996333062721063
0,5,0,535,benign,benign,0.9942751895058025,0.005724810494197465
0,5,0,575,benign,benign,0.9721952625587272,0.027804737441272716
0,5,0,512,benign,benign,0.991715382443189,0.00828461755681097
0,5,0,442,benign,benign,0.997119747747122,0.002880252252877996
0,5,0,165,benign,benign,0.9821908528332428,0.017809147166757133
0,5,0,75,benign,benign,0.9923436860374706,0.0076563139625294135
0,5,0,379,benign,benign,0.9311021425262034,0.06889785747379668
0,5,0,534,benign,benign,0.9975919333835819,0.002408066616418107
0,5,0,158,benign,benign,0.9964819323809824,0.003518067619017681
0,5,0,431,benign,benign,0.9596738421184857,0.04032615788151431
0,5,0,118,benign,benign,0.9978117655776021,0.0021882344223979394
0,5,0,524,benign,benign,0.9958151088138076,0.004184891186192329
0,5,0,169,benign,benign,0.9989574621303261,0.0010425378696738749
0,5,0,501,benign,benign,0.9927367756344654,0.007263224365534664
0,5,0,245,benign,benign,0.966543154435917,0.033456845564083064
0,5,0,16,benign,benign,0.9927367756344654,0.007263224365534664
0,5,0,478,benign,benign,0.9917306587305146,0.008269341269485376
0,5,0,498,benign,benign,0.9927367756344654,0.007263224365534664
0,5,0,90,benign,benign,0.9978903601047872,0.002109639895212796
0,5,0,390,benign,benign,0.9982616444575567,0.001738355542443312
0,5,0,672,benign,benign,0.9963329243007631,0.0036670756992368135
0,5,0,372,benign,benign,0.9893408754922335,0.010659124507766477
0,5,0,520,benign,benign,0.9990058693919195,0.0009941306080805405
0,5,0,31,benign,benign,0.9963329243007631,0.0036670756992368135
0,5,0,371,benign,benign,0.9980319742621957,0.001968025737804316
0,5,0,454,benign,benign,0.9982769421544385,0.0017230578455615262
0,5,0,499,benign,benign,0.9927367756344654,0.007263224365534664
0,5,0,684,benign,benign,0.9990914870727162,0.0009085129272838312
0,5,0,676,benign,benign,0.9979623945806695,0.0020376054193304675
0,5,0,382,benign,benign,0.9866327133128361,0.013367286687163932
0,5,0,354,benign,benign,0.9986154012430699,0.001384598756930126
0,5,0,627,benign,benign,0.9936206433593924,0.006379356640607589
0,5,0,643,benign,benign,0.9990914870727162,0.0009085129272838312
0,5,0,533,benign,benign,0.9958151088138076,0.004184891186192329
0,5,0,589,benign,benign,0.991715382443189,0.00828461755681097
0,5,0,274,benign,benign,0.9927142965522403,0.007285703447759743
0,5,0,331,benign,benign,0.9689707382306514,0.031029261769348643
0,5,0,96,benign,benign,0.9980156346618421,0.0019843653381579726
0,5,0,241,benign,benign,0.9908483373199929,0.00915166268000712
0,5,0,303,benign,benign,0.9978903601047872,0.002109639895212796
0,5,0,232,malignant,benign,0.2909770723311673,0.7090229276688327
0,5,0,418,benign,benign,0.912338410416635,0.08766158958336495
0,5,0,411,benign,benign,0.9969567924217474,0.003043207578252569
0,5,0,250,benign,benign,0.9986651951966747,0.001334804803325238
0,5,0,140,benign,benign,0.9972514079112487,0.0027485920887512943
0,5,0,632,benign,benign,0.9990914870727162,0.0009085129272838312
0,5,0,359,malignant,malignant,0.008226937547034963,0.991773062452965
0,5,0,106,malignant,malignant,0.0005727932270619407,0.9994272067729381
0,5,0,456,malignant,malignant,0.0002820556436402555,0.9997179443563597
0,5,0,44,malignant,malignant,0.0010557943389429836,0.998944205661057
0,5,0,329,malignant,malignant,0.0014253606913003924,0.9985746393086996
0,5,0,53,malignant,malignant,0.0006585007331602055,0.9993414992668398
0,5,0,86,malignant,malignant,0.24706733506054213,0.7529326649394579
0,5,0,73,malignant,malignant,0.0011666821080061895,0.9988333178919938
0,5,0,400,malignant,malignant,0.00020898403272262556,0.9997910159672774
0,5,0,681,malignant,malignant,0.0005935280063813497,0.9994064719936187
0,5,0,697,malignant,malignant,0.05307417924370328,0.9469258207562967
0,5,0,453,malignant,malignant,0.0026836767620188606,0.9973163232379811
0,5,0,440,malignant,malignant,0.00035840006420262416,0.9996415999357974
0,5,0,229,malignant,malignant,3.114605056864228e-05,0.9999688539494314
0,5,0,487,malignant,malignant,6.3417116098474224e-06,0.9999936582883902
0,5,0,85,malignant,malignant,0.0027536258428385585,0.9972463741571614
0,5,0,222,benign,malignant,0.9589856777717548,0.04101432222824524
0,5,0,519,malignant,malignant,0.010778537054385917,0.9892214629456141
0,5,0,304,malignant,malignant,0.014570472959607117,0.9854295270403929
0,5,0,253,malignant,malignant,0.000950763153205525,0.9990492368467945
0,5,0,84,malignant,malignant,0.00030048763052059613,0.9996995123694794
0,5,0,255,malignant,malignant,0.09785089270423941,0.9021491072957606
0,5,0,184,malignant,malignant,0.010947558301734883,0.9890524416982651
0,5,0,326,malignant,malignant,0.03798656137048273,0.9620134386295173
0,6,0,552,benign,benign,0.9825934141425067,0.017406585857493363
0,6,0,141,benign,benign,0.9982197702504008,0.0017802297495992485
0,6,0,143,benign,benign,0.9948458237784787,0.005154176221521248
0,6,0,429,benign,benign,0.9974041818326688,0.0025958181673312645
0,6,0,587,benign,benign,0.9861900368512347,0.013809963148765207
0,6,0,621,benign,benign,0.6722913898869931,0.32770861011300684
0,6,0,529,benign,benign,0.9936312766851463,0.006368723314853673
0,6,0,209,benign,benign,0.9844104240465381,0.015589575953461906
0,6,0,345,benign,benign,0.9989477597992281,0.001052240200771874
0,6,0,136,benign,benign,0.9925949043370315,0.007405095662968518
0,6,0,599,benign,benign,0.9825640912211261,0.01743590877887395
0,6,0,368,benign,benign,0.998169307200614,0.001830692799385959
0,6,0,202,benign,benign,0.9977617666526865,0.0022382333473135525
0,6,0,693,benign,benign,0.9932753312306639,0.006724668769336064
0,6,0,373,benign,benign,0.9845496549103431,0.015450345089656885
0,6,0,29,benign,benign,0.998169307200614,0.001830692799385959
0,6,0,388,benign,benign,0.9971229507403221,0.0028770492596779398
0,6,0,35,benign,benign,0.9974041818326688,0.0025958181673312645
0,6,0,13,benign,benign,0.9950496155858923,0.004950384414107714
0,6,0,560,benign,benign,0.981900888514437,0.018099111485562987
0,6,0,120,benign,benign,0.996335894176509,0.0036641058234909395
0,6,0,194,benign,benign,0.9936107433794638,0.006389256620536197
0,6,0,613,benign,benign,0.9972001680586223,0.0027998319413776434
0,6,0,554,benign,benign,0.9969896408803176,0.003010359119682412
0,6,0,378,benign,benign,0.9892132589803319,0.010786741019668157
0,6,0,566,benign,benign,0.9915863552741396,0.00841364472586036
0,6,0,130,benign,benign,0.9784807155419069,0.021519284458093098
0,6,0,355,benign,benign,0.99046491140057,0.00953508859942994
0,6,0,244,benign,benign,0.9977617666526865,0.0022382333473135525
0,6,0,507,benign,benign,0.9965331313986299,0.0034668686013701517
0,6,0,422,benign,benign,0.9754807477315427,0.024519252268457335
0,6,0,572,benign,benign,0.995612961966847,0.004387038033152969
0,6,0,125,benign,benign,0.998465177238616,0.0015348227613840007
0,6,0,199,benign,benign,0.995612961966847,0.004387038033152969
0,6,0,265,benign,benign,0.9551546396771288,0.044845360322871244
0,6,0,11,benign,benign,0.9974041818326688,0.0025958181673312645
0,6,0,576,benign,benign,0.9875265898018535,0.012473410198146557
0,6,0,243,benign,benign,0.9770422352245378,0.022957764775462207
0,6,0,474,benign,benign,0.9914189501128015,0.008581049887198492
0,6,0,663,benign,benign,0.9973306616348705,0.0026693383651294755
0,6,0,108,benign,benign,0.9981141960301964,0.0018858039698036188
0,6,0,192,benign,benign,0.9875265898018535,0.012473410198146557
0,6,0,548,benign,benign,0.9974125558216701,0.0025874441783298474
0,6,0,553,benign,benign,0.92305549906872,0.07694450093128004
0,6,0,445,benign,benign,0.9982197702504008,0.0017802297495992485
0,6,0,310,benign,benign,0.9969799023162965,0.0030200976837034582
0,6,0,87,malignant,malignant,0.012503527112477486,0.9874964728875225
0,6,0,25,malignant,malignant,0.46126822915820953,0.5387317708417905
0,6,0,299,malignant,malignant,0.0026693673381046334,0.9973306326618954
0,6,0,574,malignant,malignant,0.020372482291907468,0.9796275177080925
0,6,0,56,malignant,malignant,0.03257424750533999,0.96742575249466
0,6,0,272,malignant,malignant,0.16752617676891324,0.8324738232310868
0,6,0,59,malignant,malignant,0.3219866089869071,0.6780133910130929
0,6,0,186,malignant,malignant,0.059440852956346046,0.940559147043654
0,6,0,190,malignant,malignant,0.00014617400929317625,0.9998538259907068
0,6,0,122,malignant,malignant,0.00024524743265275095,0.9997547525673472
0,6,0,353,malignant,malignant,0.0026299675358857355,0.9973700324641143
0,6,0,670,malignant,malignant,0.028135020952536505,0.9718649790474635
0,6,0,5,malignant,malignant,0.00010386686224128638,0.9998961331377587
0,6,0,60,malignant,malignant,0.42210358674939996,0.5778964132506
0,6,0,12,benign,malignant,0.8092581236300463,0.19074187636995363
0,6,0,356,benign,malignant,0.7940724727453877,0.20592752725461225
0,6,0,109,malignant,malignant,0.009968300969434463,0.9900316990305655
0,6,0,124,malignant,malignant,0.006186140347583913,0.9938138596524161
0,6,0,696,malignant,malignant,0.016616905285715355,0.9833830947142846
0,6,0,152,malignant,malignant,0.0012032657474083663,0.9987967342525916
0,6,0,173,malignant,malignant,6.335094019815912e-06,0.9999936649059802
0,6,0,211,malignant,malignant,0.001345219779758322,0.9986547802202417
0,6,0,590,malignant,malignant,0.17082320973840392,0.8291767902615961
0,6,0,636,malignant,malignant,0.0006385398286157251,0.9993614601713843
0,7,0,577,benign,benign,0.9985519600528696,0.001448039947130411
0,7,0,203,benign,benign,0.9853847396648533,0.014615260335146735
0,7,0,407,benign,benign,0.9985519600528696,0.001448039947130411
0,7,0,365,benign,benign,0.9976936371960788,0.0023063628039211347
0,7,0,470,benign,benign,0.9965809758760528,0.003419024123947277
0,7,0,352,benign,benign,0.6006424118046972,0.39935758819530276
0,7,0,620,benign,benign,0.9963284158363692,0.0036715841636307555
0,7,0,496,benign,benign,0.99914833306128,0.0008516669387199902
0,7,0,332,benign,benign,0.9785022403971808,0.02149775960281919
0,7,0,508,benign,benign,0.9941220872488608,0.00587791275113925
0,7,0,163,benign,benign,0.8804765002737115,0.11952349972628848
0,7,0,197,benign,benign,0.9656825418379976,0.03431745816200242
0,7,0,69,benign,benign,0.9970092434191085,0.0029907565808915794
0,7,0,666,benign,benign,0.9797959062482127,0.020204093751787278
0,7,0,392,benign,benign,0.9963284158363692,0.0036715841636307555
0,7,0,383,benign,benign,0.9985425678323389,0.0014574321676611643
0,7,0,563,benign,benign,0.9963284158363692,0.0036715841636307555
0,7,0,377,benign,benign,0.9986517744476033,0.0013482255523966694
0,7,0,95,benign,benign,0.9977084876782321,0.002291512321767988
0,7,0,655,benign,benign,0.9963284158363692,0.0036715841636307555
0,7,0,674,benign,benign,0.9985519600528696,0.001448039947130411
0,7,0,625,benign,benign,0.9845855551929873,0.015414444807012742
0,7,0,80,benign,benign,0.9720123329722461,0.027987667027753883
0,7,0,315,malignant,benign,0.1309367399656175,0.8690632600343825
0,7,0,220,benign,benign,0.9969360676303936,0.0030639323696064896
0,7,0,22,benign,benign,0.9963284158363692,0.0036715841636307555
0,7,0,196,malignant,benign,0.0021361622421135484,0.9978638377578865
0,7,0,7,benign,benign,0.9949899612683204,0.005010038731679648
0,7,0,410,benign,benign,0.9985519600528696,0.001448039947130411
0,7,0,0,benign,benign,0.9853847396648533,0.014615260335146735
0,7,0,486,benign,benign,0.9965809758760528,0.003419024123947277
0,7,0,170,benign,benign,0.9976786906971127,0.0023213093028873334
0,7,0,401,benign,benign,0.9976786906971127,0.0023213093028873334
0,7,0,375,benign,benign,0.9990852471632314,0.0009147528367686024
0,7,0,47,benign,benign,0.9985519600528696,0.001448039947130411
0,7,0,505,benign,benign,0.9977880299846189,0.0022119700153811167
0,7,0,652,benign,benign,0.9879169696689236,0.012083030331076374
0,7,0,417,benign,benign,0.9985519600528696,0.001448039947130411
0,7,0,650,benign,benign,0.9890448797085772,0.010955120291422768
0,7,0,480,benign,benign,0.9945255817781217,0.005474418221878356
0,7,0,70,benign,benign,0.9825966065105859,0.01740339348941413
0,7,0,477,benign,benign,0.9963046547221391,0.003695345277860834
0,7,0,675,benign,benign,0.9904447286054615,0.009555271394538501
0,7,0,646,benign,benign,0.9987724183708754,0.0012275816291246278
0,7,0,689,benign,benign,0.9130615367054455,0.08693846329455446
0,7,0,555,benign,benign,0.9165745212280315,0.0834254787719685
0,7,0,238,malignant,malignant,1.0881298341258727e-06,0.9999989118701659
0,7,0,167,malignant,malignant,6.141010224114396e-05,0.9999385898977589
0,7,0,239,malignant,malignant,0.008508743417265263,0.9914912565827347
0,7,0,210,malignant,malignant,6.243410234363367e-07,0.9999993756589766
0,7,0,568,malignant,malignant,0.03834952447759621,0.9616504755224038
0,7,0,581,malignant,malignant,0.0012507165607560378,0.998749283439244
0,7,0,571,malignant,malignant,4.0121844408380625e-05,0.9999598781555916
0,7,0,284,malignant,malignant,0.0012662997847852075,0.9987337002152148
0,7,0,266,malignant,malignant,0.004494585801774531,0.9955054141982255
0,7,0,479,malignant,malignant,0.0017790506116682758,0.9982209493883317
0,7,0,361,malignant,malignant,0.009135781001425092,0.9908642189985749
0,7,0,489,benign,malignant,0.8513731385266607,0.14862686147333928
0,7,0,236,malignant,malignant,2.7739036256857474e-06,0.9999972260963743
0,7,0,455,malignant,malignant,0.46136305260103416,0.5386369473989658
0,7,0,523,malignant,malignant,0.002402043103799989,0.9975979568962
0,7,0,149,malignant,malignant,8.64392397781355e-06,0.9999913560760222
0,7,0,546,malignant,malignant,7.445997365651547e-05,0.9999255400263435
0,7,0,15,malignant,malignant,0.4022534729864823,0.5977465270135177
0,7,0,21,malignant,malignant,0.001107234618527686,0.9988927653814723
0,7,0,71,malignant,malignant,0.00011780406965533619,0.9998821959303447
0,7,0,221,malignant,malignant,0.0001411810651149592,0.999858818934885
0,7,0,349,malignant,malignant,0.04143918500674426,0.9585608149932557
0,7,0,483,malignant,malignant,8.205990514742467e-05,0.9999179400948526
0,7,0,466,malignant,malignant,0.0003417232369403722,0.9996582767630596
0,8,0,81,benign,benign,0.991231976562775,0.008768023437225035
0,8,0,518,benign,benign,0.9963630597520309,0.003636940247969145
0,8,0,685,benign,benign,0.9993947719803284,0.0006052280196715784
0,8,0,30,benign,benign,0.9967118108477977,0.003288189152202302
0,8,0,662,benign,benign,0.9984711106007711,0.0015288893992289325
0,8,0,452,benign,benign,0.9961250657901416,0.003874934209858366
0,8,0,276,benign,benign,0.9965220043444891,0.003477995655510898
0,8,0,502,benign,benign,0.991231976562775,0.008768023437225035
0,8,0,600,benign,benign,0.9965220043444891,0.003477995655510898
0,8,0,531,benign,benign,0.9918606684381622,0.00813933156183779
0,8,0,580,benign,benign,0.9845156257556418,0.015484374244358232
0,8,0,127,benign,benign,0.9944291297741752,0.005570870225824799
0,8,0,395,benign,benign,0.9965220043444891,0.003477995655510898
0,8,0,34,benign,benign,0.9956386627493435,0.00436133725065642
0,8,0,448,benign,benign,0.9994278914169015,0.0005721085830985748
0,8,0,596,benign,benign,0.9917680148214998,0.008231985178500162
0,8,0,472,benign,benign,0.9862095317271562,0.013790468272843838
0,8,0,135,benign,benign,0.9598452710480835,0.04015472895191654
0,8,0,631,benign,benign,0.9876238141186022,0.012376185881397777
0,8,0,252,malignant,benign,0.01619916072582761,0.9838008392741724
0,8,0,78,benign,benign,0.9873854406422702,0.012614559357729848
0,8,0,682,benign,benign,0.9769390429722165,0.023060957027783522
0,8,0,342,benign,benign,0.9988537998980103,0.001146200101989702
0,8,0,640,benign,benign,0.992682923764982,0.007317076235017979
0,8,0,162,benign,benign,0.9944291297741752,0.005570870225824799
0,8,0,644,benign,benign,0.9988537998980103,0.001146200101989702
0,8,0,319,malignant,benign,0.2570498217706151,0.7429501782293849
0,8,0,673,benign,benign,0.9899693776810823,0.010030622318917755
0,8,0,83,benign,benign,0.9468298978360531,0.053170102163946874
0,8,0,609,benign,benign,0.9922534057932412,0.0077465942067588564
0,8,0,24,benign,benign,0.9984421738371111,0.0015578261628889512
0,8,0,653,benign,benign,0.9934301411537302,0.006569858846269782
0,8,0,497,benign,benign,0.9959431422544284,0.004056857745571631
0,8,0,607,benign,benign,0.9993947719803284,0.0006052280196715784
0,8,0,114,benign,benign,0.9845689857948715,0.015431014205128485
0,8,0,369,benign,benign,0.9985547017659817,0.0014452982340183102
0,8,0,661,benign,benign,0.9894963566372961,0.010503643362703909
0,8,0,216,benign,benign,0.9990288930481265,0.0009711069518735032
0,8,0,683,benign,benign,0.9993947719803284,0.0006052280196715784
0,8,0,490,benign,benign,0.9993947719803284,0.0006052280196715784
0,8,0,145,benign,benign,0.9956288441520473,0.004371155847952653
0,8,0,133,benign,benign,0.9959208049168138,0.00407919508318624
0,8,0,584,benign,benign,0.9658499544536482,0.034150045546351794
0,8,0,602,benign,benign,0.9934301411537302,0.006569858846269782
0,8,0,677,benign,benign,0.9922534057932412,0.0077465942067588564
0,8,0,506,malignant,malignant,3.673213716626211e-05,0.9999632678628337
0,8,0,179,malignant,malignant,0.2607624387656331,0.7392375612343669
0,8,0,117,malignant,malignant,4.132509874699153e-05,0.999958674901253
0,8,0,283,malignant,malignant,0.0046439949230527855,0.9953560050769472
0,8,0,104,malignant,malignant,3.4086115512366177e-06,0.9999965913884488
0,8,0,263,malignant,malignant,0.00031083200454662396,0.9996891679954534
0,8,0,482,malignant,malignant,8.872285917060907e-08,0.9999999112771408
0,8,0,416,malignant,malignant,0.0009971805917313725,0.9990028194082686
0,8,0,522,malignant,malignant,0.007002217542033895,0.9929977824579661
0,8,0,603,malignant,malignant,0.041077564381807874,0.9589224356181921
0,8,0,427,malignant,malignant,0.06090697968888725,0.9390930203111127
0,8,0,101,benign,malignant,0.9224884315695393,0.07751156843046066
0,8,0,230,malignant,malignant,0.00819470150413526,0.9918052984958647
0,8,0,425,malignant,malignant,5.432828417917257e-06,0.9999945671715821
0,8,0,39,malignant,malignant,0.4017645140889454,0.5982354859110546
0,8,0,691,malignant,malignant,0.12853739456727664,0.8714626054327234
0,8,0,316,malignant,malignant,0.12788935438810223,0.8721106456118978
0,8,0,330,malignant,malignant,0.005409018921022524,0.9945909810789775
0,8,0,360,malignant,malignant,1.980108065291475e-07,0.9999998019891935
0,8,0,107,malignant,malignant,0.025521536475304196,0.9744784635246958
0,8,0,412,malignant,malignant,0.0006981510612753539,0.9993018489387246
0,8,0,65,malignant,malignant,0.0009869635670726185,0.9990130364329274
0,8,0,214,malignant,malignant,8.066090253611158e-06,0.9999919339097464
0,8,0,146,benign,malignant,0.6071426107882542,0.39285738921174584
0,8,0,320,malignant,malignant,0.0004336649619286481,0.9995663350380714
0,9,0,37,benign,benign,0.8759282166458978,0.12407178335410216
0,9,0,397,benign,benign,0.9943743405141144,0.005625659485885514
0,9,0,619,benign,benign,0.9868940851179381,0.013105914882061868
0,9,0,408,benign,benign,0.9874184670912677,0.012581532908732287
0,9,0,347,benign,benign,0.9980325493178499,0.001967450682150117
0,9,0,1,malignant,benign,0.11514875744530328,0.8848512425546967
0,9,0,212,benign,benign,0.9974874552504513,0.002512544749548652
0,9,0,406,benign,benign,0.9879097547910052,0.012090245208994783
0,9,0,3,malignant,benign,0.12143863188036275,0.8785613681196373
0,9,0,45,benign,benign,0.9973400011274658,0.0026599988725342152
0,9,0,460,benign,benign,0.9865895281782816,0.01341047182171836
0,9,0,189,benign,benign,0.9944931849272672,0.005506815072732737
0,9,0,446,benign,benign,0.998751057152619,0.00124894284738093
0,9,0,692,benign,benign,0.9965909941154703,0.003409005884529761
0,9,0,679,benign,benign,0.9979360424479935,0.0020639575520065294
0,9,0,541,benign,benign,0.9965909941154703,0.003409005884529761
0,9,0,597,benign,benign,0.9622712921515195,0.03772870784848045
0,9,0,543,benign,benign,0.9920345401898681,0.007965459810131815
0,9,0,129,benign,benign,0.9992147512029563,0.0007852487970436198
0,9,0,297,benign,benign,0.86785532550199,0.13214467449801007
0,9,0,458,benign,benign,0.9866840268807314,0.013315973119268602
0,9,0,28,benign,benign,0.9970732498946213,0.0029267501053786725
0,9,0,637,benign,benign,0.9449408652109663,0.05505913478903371
0,9,0,558,benign,benign,0.9970732498946213,0.0029267501053786725
0,9,0,617,benign,benign,0.9958561403143303,0.004143859685669651
0,9,0,492,benign,benign,0.9915623560192653,0.008437643980734615
0,9,0,504,benign,benign,0.998751057152619,0.00124894284738093
0,9,0,309,benign,benign,0.9212242644422897,0.07877573555771028
0,9,0,551,benign,benign,0.9974874552504513,0.002512544749548652
0,9,0,306,benign,benign,0.9974874552504513,0.002512544749548652
0,9,0,280,benign,benign,0.9931569497617238,0.006843050238276294
0,9,0,364,benign,benign,0.9958512851029128,0.004148714897087221
0,9,0,374,benign,benign,0.9930465638580553,0.006953436141944683
0,9,0,630,benign,benign,0.9670987680377547,0.03290123196224524
0,9,0,110,benign,benign,0.976513968103837,0.023486031896163002
0,9,0,510,benign,benign,0.998751057152619,0.00124894284738093
0,9,0,509,benign,benign,0.9979360424479935,0.0020639575520065294
0,9,0,193,benign,benign,0.9974874552504513,0.002512544749548652
0,9,0,444,benign,benign,0.9691125457654085,0.03088745423459148
0,9,0,134,benign,benign,0.9954399534450065,0.0045600465549934886
0,9,0,413,benign,benign,0.9735352649879849,0.02646473501201504
0,9,0,33,benign,benign,0.9950039182527226,0.004996081747277351
0,9,0,294,benign,benign,0.9944583581516241,0.005541641848375876
0,9,0,102,benign,benign,0.9838295177966458,0.01617048220335416
0,9,0,314,benign,benign,0.9981226430499902,0.0018773569500098223
0,9,0,200,malignant,malignant,0.00014499147617208497,0.9998550085238279
0,9,0,570,malignant,malignant,0.004560519650034567,0.9954394803499654
0,9,0,514,malignant,malignant,0.00017272554742764346,0.9998272744525724
0,9,0,142,malignant,malignant,0.02789153467092864,0.9721084653290714
0,9,0,586,malignant,malignant,1.4988069213295319e-05,0.9999850119307867
0,9,0,588,malignant,malignant,0.028971625494288666,0.9710283745057113
0,9,0,515,malignant,malignant,0.002103323624767617,0.9978966763752324
0,9,0,592,malignant,malignant,0.007513195252182636,0.9924868047478174
0,9,0,226,malignant,malignant,0.00014525948137111833,0.9998547405186289
0,9,0,604,malignant,malignant,0.0200913499891604,0.9799086500108396
0,9,0,105,malignant,malignant,0.09131553385084046,0.9086844661491595
0,9,0,264,malignant,malignant,0.0683529912981764,0.9316470087018236
0,9,0,231,malignant,malignant,0.00141582900020909,0.9985841709997909
0,9,0,43,benign,malignant,0.8533776207181953,0.14662237928180472
0,9,0,449,malignant,malignant,0.000337613930595948,0.999662386069404
0,9,0,491,malignant,malignant,0.004778795326299434,0.9952212046737006
0,9,0,74,malignant,malignant,0.09639492457538112,0.9036050754246189
0,9,0,367,malignant,malignant,0.00013256216483192862,0.9998674378351681
0,9,0,467,malignant,malignant,0.002104720377498759,0.9978952796225012
0,9,0,62,malignant,malignant,0.007041562980006799,0.9929584370199932
0,9,0,58,malignant,malignant,0.2017337452973229,0.7982662547026771
0,9,0,333,malignant,malignant,0.02457204221459286,0.9754279577854071
0,9,0,126,malignant,malignant,0.0009992940488365853,0.9990007059511634
0,9,0,549,malignant,malignant,0.015158386599388285,0.9848416134006117