% Python_3.8.10. % Sklearn_0.24.2. % NumPy_1.17.4. % SciPy_1.3.3. % Wed Dec 1 18:29:12 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 0,0,0,665,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,447,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,593,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,8,0.981096632185015,0.018903367814984976,benign,benign 0,0,0,148,0.9282957765367743,0.07170422346322575,benign,benign 0,0,0,180,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,415,0.9053588357296408,0.09464116427035914,benign,benign 0,0,0,500,0.9909224451092195,0.009077554890780581,benign,benign 0,0,0,131,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,156,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,545,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,595,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,259,0.2267688159688196,0.7732311840311804,benign,malignant 0,0,0,433,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,426,0.9230510922303321,0.07694890776966785,benign,benign 0,0,0,322,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,616,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,219,0.9863517163781454,0.013648283621854544,benign,benign 0,0,0,618,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,287,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,528,0.9911167141927195,0.008883285807280475,benign,benign 0,0,0,649,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,538,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,343,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,48,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,695,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,441,0.9728592062295373,0.027140793770462752,benign,benign 0,0,0,393,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,275,0.9887332875614654,0.011266712438534629,benign,benign 0,0,0,464,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,290,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,687,0.9856729674985396,0.014327032501460432,benign,benign 0,0,0,542,0.9837666325241292,0.016233367475870807,benign,benign 0,0,0,376,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,462,0.9909224451092195,0.009077554890780581,benign,benign 0,0,0,97,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,94,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,77,0.9837666325241292,0.016233367475870807,benign,benign 0,0,0,27,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,256,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,277,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,138,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,562,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,242,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,64,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,624,0.9884875006328966,0.011512499367103447,benign,benign 0,0,0,334,0.024439947823662433,0.9755600521763376,malignant,malignant 0,0,0,414,0.014155792136936407,0.9858442078630636,malignant,malignant 0,0,0,54,0.012596502276161048,0.987403497723839,malignant,malignant 0,0,0,339,0.010977634942752279,0.9890223650572477,malignant,malignant 0,0,0,357,0.016357993497897683,0.9836420065021023,malignant,malignant 0,0,0,123,0.08557384471298768,0.9144261552870123,malignant,malignant 0,0,0,292,0.0219777730039854,0.9780222269960146,malignant,malignant 0,0,0,50,0.07570964535984459,0.9242903546401554,malignant,malignant 0,0,0,160,0.016357993497897683,0.9836420065021023,malignant,malignant 0,0,0,215,0.016830348398962358,0.9831696516010376,malignant,malignant 0,0,0,213,0.0132372250237488,0.9867627749762512,malignant,malignant 0,0,0,293,0.019985508272267638,0.9800144917277324,malignant,malignant 0,0,0,41,0.19592434326534558,0.8040756567346544,malignant,malignant 0,0,0,488,0.2914801153384894,0.7085198846615106,malignant,malignant 0,0,0,668,0.028460588445708423,0.9715394115542916,malignant,malignant 0,0,0,530,0.026155927177853755,0.9738440728221462,malignant,malignant 0,0,0,46,0.09233754943060324,0.9076624505693968,malignant,malignant 0,0,0,223,0.016357993497897683,0.9836420065021023,malignant,malignant 0,0,0,227,0.020780381577710894,0.9792196184222891,malignant,malignant 0,0,0,680,0.0132372250237488,0.9867627749762512,malignant,malignant 0,0,0,63,0.7915850819241259,0.20841491807587412,malignant,benign 0,0,0,128,0.10052665282905482,0.8994733471709452,malignant,malignant 0,0,0,493,0.028722224991054368,0.9712777750089456,malignant,malignant 0,0,0,285,0.016357993497897683,0.9836420065021023,malignant,malignant 0,1,0,561,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,521,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,419,0.9841123273763006,0.01588767262369939,benign,benign 0,1,0,485,0.9550811086949734,0.044918891305026604,benign,benign 0,1,0,647,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,82,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,527,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,324,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,157,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,389,0.9754436995002981,0.02455630049970197,benign,benign 0,1,0,176,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,434,0.050330465906176625,0.9496695340938234,benign,malignant 0,1,0,556,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,495,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,172,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,181,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,313,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,2,0.9871719732526996,0.012828026747300433,benign,benign 0,1,0,185,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,198,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,503,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,88,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,61,0.9871719732526996,0.012828026747300433,benign,benign 0,1,0,430,0.987847768164296,0.01215223183570405,benign,benign 0,1,0,66,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,651,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,154,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,153,0.9871719732526996,0.012828026747300433,benign,benign 0,1,0,532,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,639,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,573,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,420,0.9871719732526996,0.012828026747300433,benign,benign 0,1,0,9,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,321,0.9871719732526996,0.012828026747300433,benign,benign 0,1,0,258,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,4,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,19,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,217,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,362,0.9871719732526996,0.012828026747300433,benign,benign 0,1,0,475,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,476,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,686,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,307,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,659,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,40,0.018172495665709776,0.9818275043342902,benign,malignant 0,1,0,409,0.9898923271755038,0.01010767282449623,benign,benign 0,1,0,305,0.023261022019952615,0.9767389779800474,malignant,malignant 0,1,0,267,0.059205949906488975,0.940794050093511,malignant,malignant 0,1,0,565,0.015495113336628896,0.9845048866633711,malignant,malignant 0,1,0,340,0.036806658521621016,0.963193341478379,malignant,malignant 0,1,0,268,0.015400539756315945,0.984599460243684,malignant,malignant 0,1,0,633,0.014713245371250405,0.9852867546287496,malignant,malignant 0,1,0,175,0.015495113336628896,0.9845048866633711,malignant,malignant 0,1,0,260,0.010959712331952587,0.9890402876680474,malignant,malignant 0,1,0,218,0.0140243105206731,0.9859756894793269,malignant,malignant 0,1,0,312,0.028868967007165125,0.9711310329928349,malignant,malignant 0,1,0,328,0.17326452270006765,0.8267354772999324,malignant,malignant 0,1,0,224,0.012882730842498025,0.987117269157502,malignant,malignant 0,1,0,112,0.03662558891518286,0.9633744110848171,malignant,malignant 0,1,0,302,0.012882730842498025,0.987117269157502,malignant,malignant 0,1,0,55,0.025057630196343883,0.9749423698036561,malignant,malignant 0,1,0,151,0.021383444103713733,0.9786165558962863,malignant,malignant 0,1,0,166,0.11187199277212911,0.8881280072278709,malignant,malignant 0,1,0,20,0.03545629994753463,0.9645437000524654,malignant,malignant 0,1,0,205,0.015495113336628896,0.9845048866633711,malignant,malignant 0,1,0,103,0.4948012174869483,0.5051987825130517,malignant,malignant 0,1,0,289,0.05241153019600964,0.9475884698039904,malignant,malignant 0,1,0,582,0.014397661525172634,0.9856023384748274,malignant,malignant 0,1,0,457,0.016891247408529653,0.9831087525914703,malignant,malignant 0,1,0,594,0.025399081841574023,0.974600918158426,malignant,malignant 0,2,0,269,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,168,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,559,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,195,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,79,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,517,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,615,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,338,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,511,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,404,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,403,0.9793003628301635,0.020699637169836506,benign,benign 0,2,0,547,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,540,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,516,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,623,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,451,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,606,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,439,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,350,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,257,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,578,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,614,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,642,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,567,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,468,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,178,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,394,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,92,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,137,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,240,0.9694866835121961,0.0305133164878039,benign,benign 0,2,0,424,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,526,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,463,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,688,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,461,0.9793003628301635,0.020699637169836506,benign,benign 0,2,0,139,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,678,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,622,0.8947566037651178,0.10524339623488227,benign,benign 0,2,0,171,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,629,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,93,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,380,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,208,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,564,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,281,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,525,0.9834970872608906,0.016502912739109452,benign,benign 0,2,0,100,0.047924758839101966,0.952075241160898,malignant,malignant 0,2,0,344,0.024946165810590726,0.9750538341894093,malignant,malignant 0,2,0,608,0.0581855362482,0.9418144637518,malignant,malignant 0,2,0,288,0.14405610807135938,0.8559438919286406,malignant,malignant 0,2,0,42,0.09688321627359764,0.9031167837264024,malignant,malignant 0,2,0,658,0.03676686770408211,0.9632331322959179,malignant,malignant 0,2,0,111,0.020333932138074107,0.9796660678619259,malignant,malignant 0,2,0,348,0.8401796451999871,0.15982035480001286,malignant,benign 0,2,0,237,0.03173045828749699,0.968269541712503,malignant,malignant 0,2,0,358,0.031639491174920265,0.9683605088250797,malignant,malignant 0,2,0,391,0.02172960026207882,0.9782703997379212,malignant,malignant 0,2,0,435,0.048587997074408196,0.9514120029255918,malignant,malignant 0,2,0,191,0.02847922763379196,0.971520772366208,malignant,malignant 0,2,0,336,0.11648750548797082,0.8835124945120292,malignant,malignant 0,2,0,51,0.5838164855382766,0.41618351446172336,malignant,benign 0,2,0,14,0.024946165810590726,0.9750538341894093,malignant,malignant 0,2,0,174,0.020362847906033932,0.9796371520939661,malignant,malignant 0,2,0,421,0.05188421268666055,0.9481157873133395,malignant,malignant 0,2,0,262,0.024946165810590726,0.9750538341894093,malignant,malignant 0,2,0,99,0.02172960026207882,0.9782703997379212,malignant,malignant 0,2,0,270,0.061069968616534576,0.9389300313834654,malignant,malignant 0,2,0,132,0.09779968878384104,0.902200311216159,malignant,malignant 0,2,0,251,0.01938312769881556,0.9806168723011844,malignant,malignant 0,2,0,233,0.03132501897607409,0.9686749810239259,malignant,malignant 0,3,0,654,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,657,0.6706970214052963,0.3293029785947037,benign,benign 0,3,0,645,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,248,0.917593007535069,0.082406992464931,benign,benign 0,3,0,296,0.09473763640251809,0.9052623635974819,benign,malignant 0,3,0,494,0.44922301490898553,0.5507769850910145,benign,malignant 0,3,0,164,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,638,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,121,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,432,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,471,0.9903508300733829,0.009649169926617173,benign,benign 0,3,0,249,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,387,0.9496186109970767,0.05038138900292332,benign,benign 0,3,0,399,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,351,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,469,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,481,0.9801751209250986,0.01982487907490137,benign,benign 0,3,0,327,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,235,0.9670547622375822,0.03294523776241772,benign,benign 0,3,0,634,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,550,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,601,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,473,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,398,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,89,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,311,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,385,0.9878390226374799,0.012160977362520035,benign,benign 0,3,0,536,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,335,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,318,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,144,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,539,0.9903508300733829,0.009649169926617173,benign,benign 0,3,0,537,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,628,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,325,0.9807026656478398,0.019297334352160207,benign,benign 0,3,0,91,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,161,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,291,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,664,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,150,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,443,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,116,0.4572979671588132,0.5427020328411868,benign,malignant 0,3,0,513,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,428,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,115,0.9738032703098892,0.026196729690110807,benign,benign 0,3,0,10,0.9878945892823342,0.012105410717665816,benign,benign 0,3,0,201,0.018882284109323244,0.9811177158906768,malignant,malignant 0,3,0,52,0.02250131887509832,0.9774986811249017,malignant,malignant 0,3,0,386,0.011840933171266554,0.9881590668287334,malignant,malignant 0,3,0,436,0.20911786776181185,0.7908821322381882,malignant,malignant 0,3,0,177,0.022830373685933547,0.9771696263140665,malignant,malignant 0,3,0,155,0.16769351118367337,0.8323064888163266,malignant,malignant 0,3,0,317,0.023378595392556045,0.976621404607444,malignant,malignant 0,3,0,113,0.023287358444800677,0.9767126415551993,malignant,malignant 0,3,0,611,0.03949794407039631,0.9605020559296037,malignant,malignant 0,3,0,300,0.01643771226354851,0.9835622877364515,malignant,malignant 0,3,0,465,0.01643771226354851,0.9835622877364515,malignant,malignant 0,3,0,183,0.042061517048721964,0.957938482951278,malignant,malignant 0,3,0,626,0.16092775922882063,0.8390722407711794,malignant,malignant 0,3,0,610,0.014458806860146334,0.9855411931398537,malignant,malignant 0,3,0,323,0.04590132652752299,0.954098673472477,malignant,malignant 0,3,0,36,0.03632230833904271,0.9636776916609573,malignant,malignant 0,3,0,612,0.01695789179177487,0.9830421082082251,malignant,malignant 0,3,0,279,0.030130937810179614,0.9698690621898204,malignant,malignant 0,3,0,591,0.04432479660219468,0.9556752033978053,malignant,malignant 0,3,0,261,0.03473237337575319,0.9652676266242468,malignant,malignant 0,3,0,254,0.05933835578158686,0.9406616442184131,malignant,malignant 0,3,0,159,0.01695789179177487,0.9830421082082251,malignant,malignant 0,3,0,206,0.026465511073498593,0.9735344889265014,malignant,malignant 0,3,0,286,0.01565133185288048,0.9843486681471195,malignant,malignant 0,4,0,641,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,585,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,635,0.9743111510347805,0.025688848965219453,benign,benign 0,4,0,298,0.645075888328371,0.35492411167162896,benign,benign 0,4,0,341,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,228,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,437,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,17,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,598,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,147,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,423,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,225,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,271,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,583,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,337,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,656,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,119,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,579,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,459,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,363,0.8017968974291176,0.19820310257088242,benign,benign 0,4,0,6,0.2615155504833804,0.7384844495166196,benign,malignant 0,4,0,76,0.9743111510347805,0.025688848965219453,benign,benign 0,4,0,26,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,72,0.7863214144628787,0.21367858553712127,benign,benign 0,4,0,694,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,544,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,346,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,396,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,690,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,182,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,438,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,278,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,384,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,405,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,301,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,450,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,660,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,667,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,402,0.9282061847348588,0.07179381526514116,benign,benign 0,4,0,484,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,204,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,557,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,370,0.9772370314406897,0.022762968559310263,benign,benign 0,4,0,234,0.9712671624978878,0.02873283750211217,benign,benign 0,4,0,207,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,671,0.9817175684104608,0.01828243158953924,benign,benign 0,4,0,295,0.04293778447552987,0.9570622155244701,malignant,malignant 0,4,0,57,0.46803994087649736,0.5319600591235026,malignant,malignant 0,4,0,38,0.042950252315817616,0.9570497476841824,malignant,malignant 0,4,0,273,0.2763370440979035,0.7236629559020965,malignant,malignant 0,4,0,308,0.03493227940716981,0.9650677205928302,malignant,malignant 0,4,0,23,0.14294198338169306,0.8570580166183069,malignant,malignant 0,4,0,67,0.04867949495523449,0.9513205050447655,malignant,malignant 0,4,0,247,0.1040058852539536,0.8959941147460464,malignant,malignant 0,4,0,698,0.14031755225726417,0.8596824477427358,malignant,malignant 0,4,0,68,0.04674260406249453,0.9532573959375055,malignant,malignant 0,4,0,282,0.06451867715567217,0.9354813228443278,malignant,malignant 0,4,0,381,0.034349199152364895,0.9656508008476351,malignant,malignant 0,4,0,187,0.03494415267724704,0.965055847322753,malignant,malignant 0,4,0,246,0.03494415267724704,0.965055847322753,malignant,malignant 0,4,0,648,0.037017648620680244,0.9629823513793198,malignant,malignant 0,4,0,18,0.046545426461061856,0.9534545735389381,malignant,malignant 0,4,0,188,0.04652357988345368,0.9534764201165463,malignant,malignant 0,4,0,49,0.030533999370456644,0.9694660006295434,malignant,malignant 0,4,0,669,0.04526687256517781,0.9547331274348222,malignant,malignant 0,4,0,605,0.03494415267724704,0.965055847322753,malignant,malignant 0,4,0,366,0.03509528861284461,0.9649047113871554,malignant,malignant 0,4,0,32,0.03898356572704298,0.961016434272957,malignant,malignant 0,4,0,98,0.022217397888327106,0.9777826021116729,malignant,malignant 0,4,0,569,0.048994207377872634,0.9510057926221274,malignant,malignant 0,5,0,535,0.9779182903775726,0.022081709622427417,benign,benign 0,5,0,575,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,512,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,442,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,165,0.9919343963708042,0.00806560362919589,benign,benign 0,5,0,75,0.9827570465247498,0.01724295347525015,benign,benign 0,5,0,379,0.9204865503768591,0.07951344962314083,benign,benign 0,5,0,534,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,158,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,431,0.9919343963708042,0.00806560362919589,benign,benign 0,5,0,118,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,524,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,169,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,501,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,245,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,16,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,478,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,498,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,90,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,390,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,672,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,372,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,520,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,31,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,371,0.9855417949346966,0.01445820506530338,benign,benign 0,5,0,454,0.9853777242378439,0.01462227576215618,benign,benign 0,5,0,499,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,684,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,676,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,382,0.9919343963708042,0.00806560362919589,benign,benign 0,5,0,354,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,627,0.9868937458544615,0.013106254145538468,benign,benign 0,5,0,643,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,533,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,589,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,274,0.9919343963708042,0.00806560362919589,benign,benign 0,5,0,331,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,96,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,241,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,303,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,232,0.04493837267178624,0.9550616273282138,benign,malignant 0,5,0,418,0.9919343963708042,0.00806560362919589,benign,benign 0,5,0,411,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,250,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,140,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,632,0.9883915683236586,0.01160843167634145,benign,benign 0,5,0,359,0.03838824865527568,0.9616117513447243,malignant,malignant 0,5,0,106,0.014394292054577429,0.9856057079454226,malignant,malignant 0,5,0,456,0.0191110415785003,0.9808889584214997,malignant,malignant 0,5,0,44,0.01750637291927226,0.9824936270807277,malignant,malignant 0,5,0,329,0.015533293272388171,0.9844667067276118,malignant,malignant 0,5,0,53,0.06768957511935403,0.932310424880646,malignant,malignant 0,5,0,86,0.08777813476840923,0.9122218652315908,malignant,malignant 0,5,0,73,0.01935762032486088,0.9806423796751391,malignant,malignant 0,5,0,400,0.044495878110100806,0.9555041218898992,malignant,malignant 0,5,0,681,0.03468486384307168,0.9653151361569283,malignant,malignant 0,5,0,697,0.20406660657189113,0.7959333934281089,malignant,malignant 0,5,0,453,0.04917309304497863,0.9508269069550214,malignant,malignant 0,5,0,440,0.014917123328800908,0.9850828766711991,malignant,malignant 0,5,0,229,0.019263877845954513,0.9807361221540455,malignant,malignant 0,5,0,487,0.012813584168830383,0.9871864158311696,malignant,malignant 0,5,0,85,0.16081793728783988,0.8391820627121601,malignant,malignant 0,5,0,222,0.9868937458544615,0.013106254145538468,malignant,benign 0,5,0,519,0.06542382301834715,0.9345761769816529,malignant,malignant 0,5,0,304,0.04358799835023963,0.9564120016497604,malignant,malignant 0,5,0,253,0.053517796155268305,0.9464822038447317,malignant,malignant 0,5,0,84,0.03542030186414735,0.9645796981358526,malignant,malignant 0,5,0,255,0.3554852969960439,0.6445147030039561,malignant,malignant 0,5,0,184,0.015533293272388171,0.9844667067276118,malignant,malignant 0,5,0,326,0.12270736987986308,0.8772926301201369,malignant,malignant 0,6,0,552,0.9916515304172193,0.008348469582780686,benign,benign 0,6,0,141,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,143,0.9649898728224672,0.03501012717753284,benign,benign 0,6,0,429,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,587,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,621,0.9745042404964575,0.025495759503542544,benign,benign 0,6,0,529,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,209,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,345,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,136,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,599,0.9839881349365749,0.016011865063425085,benign,benign 0,6,0,368,0.9930025269752989,0.0069974730247010725,benign,benign 0,6,0,202,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,693,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,373,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,29,0.9930025269752989,0.0069974730247010725,benign,benign 0,6,0,388,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,35,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,13,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,560,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,120,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,194,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,613,0.9928481245412845,0.007151875458715585,benign,benign 0,6,0,554,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,378,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,566,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,130,0.9930025269752989,0.0069974730247010725,benign,benign 0,6,0,355,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,244,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,507,0.97502379761741,0.02497620238258997,benign,benign 0,6,0,422,0.9894035416452202,0.010596458354779884,benign,benign 0,6,0,572,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,125,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,199,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,265,0.9910886833776159,0.008911316622384046,benign,benign 0,6,0,11,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,576,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,243,0.8042920135235121,0.19570798647648796,benign,benign 0,6,0,474,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,663,0.9930025269752989,0.0069974730247010725,benign,benign 0,6,0,108,0.9925862579555332,0.0074137420444667325,benign,benign 0,6,0,192,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,548,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,553,0.7718373798760363,0.22816262012396366,benign,benign 0,6,0,445,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,310,0.9940853555039844,0.0059146444960156965,benign,benign 0,6,0,87,0.0236203525478329,0.9763796474521671,malignant,malignant 0,6,0,25,0.23961300957349363,0.7603869904265064,malignant,malignant 0,6,0,299,0.017557826142994837,0.9824421738570052,malignant,malignant 0,6,0,574,0.03981725743012621,0.9601827425698738,malignant,malignant 0,6,0,56,0.05376193078699831,0.9462380692130017,malignant,malignant 0,6,0,272,0.04762590008191647,0.9523740999180835,malignant,malignant 0,6,0,59,0.23809633422471055,0.7619036657752895,malignant,malignant 0,6,0,186,0.05277660894472269,0.9472233910552773,malignant,malignant 0,6,0,190,0.008368109928100442,0.9916318900718996,malignant,malignant 0,6,0,122,0.007595557569347933,0.9924044424306521,malignant,malignant 0,6,0,353,0.05722271368939469,0.9427772863106053,malignant,malignant 0,6,0,670,0.06893295580569547,0.9310670441943045,malignant,malignant 0,6,0,5,0.005624110492023049,0.994375889507977,malignant,malignant 0,6,0,60,0.5440652953893168,0.45593470461068314,malignant,benign 0,6,0,12,0.9622992346296609,0.037700765370339076,malignant,benign 0,6,0,356,0.960942975803419,0.03905702419658096,malignant,benign 0,6,0,109,0.04025334667911806,0.9597466533208819,malignant,malignant 0,6,0,124,0.018500073615135393,0.9814999263848646,malignant,malignant 0,6,0,696,0.06221520516594348,0.9377847948340565,malignant,malignant 0,6,0,152,0.008962379189400238,0.9910376208105998,malignant,malignant 0,6,0,173,0.010787974093511843,0.9892120259064882,malignant,malignant 0,6,0,211,0.009183140614946739,0.9908168593850533,malignant,malignant 0,6,0,590,0.4808908287065067,0.5191091712934933,malignant,malignant 0,6,0,636,0.00462716010164077,0.9953728398983592,malignant,malignant 0,7,0,577,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,203,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,407,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,365,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,470,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,352,0.21166026778788005,0.78833973221212,benign,malignant 0,7,0,620,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,496,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,332,0.9958268191283489,0.0041731808716510424,benign,benign 0,7,0,508,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,163,0.9010588224660147,0.0989411775339853,benign,benign 0,7,0,197,0.9932357063834548,0.0067642936165451285,benign,benign 0,7,0,69,0.9958268191283489,0.0041731808716510424,benign,benign 0,7,0,666,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,392,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,383,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,563,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,377,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,95,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,655,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,674,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,625,0.9833283859196092,0.016671614080390744,benign,benign 0,7,0,80,0.9830876509733768,0.01691234902662315,benign,benign 0,7,0,315,0.0285692845342852,0.9714307154657148,benign,malignant 0,7,0,220,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,22,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,196,0.03546219230895009,0.9645378076910499,benign,malignant 0,7,0,7,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,410,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,0,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,486,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,170,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,401,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,375,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,47,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,505,0.9950010932254503,0.004998906774549718,benign,benign 0,7,0,652,0.9958268191283489,0.0041731808716510424,benign,benign 0,7,0,417,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,650,0.9884611190869091,0.01153888091309083,benign,benign 0,7,0,480,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,70,0.9927149681302763,0.007285031869723704,benign,benign 0,7,0,477,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,675,0.9928022049515705,0.007197795048429536,benign,benign 0,7,0,646,0.9950211245616994,0.004978875438300551,benign,benign 0,7,0,689,0.9553545544271403,0.044645445572859654,benign,benign 0,7,0,555,0.953004783461994,0.04699521653800599,benign,benign 0,7,0,238,0.009224596103815985,0.990775403896184,malignant,malignant 0,7,0,167,0.012490598212829718,0.9875094017871703,malignant,malignant 0,7,0,239,0.01149412660577831,0.9885058733942217,malignant,malignant 0,7,0,210,0.005196084371305143,0.9948039156286949,malignant,malignant 0,7,0,568,0.014578603536829049,0.985421396463171,malignant,malignant 0,7,0,581,0.014544041521302065,0.9854559584786979,malignant,malignant 0,7,0,571,0.005275130312548337,0.9947248696874517,malignant,malignant 0,7,0,284,0.013650570317505606,0.9863494296824944,malignant,malignant 0,7,0,266,0.008863475148763955,0.991136524851236,malignant,malignant 0,7,0,479,0.014544041521302065,0.9854559584786979,malignant,malignant 0,7,0,361,0.010307554252630857,0.9896924457473691,malignant,malignant 0,7,0,489,0.9289490018466121,0.0710509981533879,malignant,benign 0,7,0,236,0.006381162546279628,0.9936188374537204,malignant,malignant 0,7,0,455,0.6448816160298518,0.3551183839701481,malignant,benign 0,7,0,523,0.009493450757132815,0.9905065492428672,malignant,malignant 0,7,0,149,0.005482508965959254,0.9945174910340407,malignant,malignant 0,7,0,546,0.010321063522308438,0.9896789364776916,malignant,malignant 0,7,0,15,0.3242683577277492,0.6757316422722508,malignant,malignant 0,7,0,21,0.011491203865107158,0.9885087961348928,malignant,malignant 0,7,0,71,0.16043610356563243,0.8395638964343676,malignant,malignant 0,7,0,221,0.0067201339439435515,0.9932798660560564,malignant,malignant 0,7,0,349,0.37618132394356407,0.6238186760564359,malignant,malignant 0,7,0,483,0.006677612515091469,0.9933223874849085,malignant,malignant 0,7,0,466,0.006983920490477247,0.9930160795095228,malignant,malignant 0,8,0,81,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,518,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,685,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,30,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,662,0.9993433942584763,0.0006566057415236564,benign,benign 0,8,0,452,0.9991553854107907,0.0008446145892093012,benign,benign 0,8,0,276,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,502,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,600,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,531,0.9988346991250994,0.0011653008749005927,benign,benign 0,8,0,580,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,127,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,395,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,34,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,448,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,596,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,472,0.9991297458760188,0.0008702541239812492,benign,benign 0,8,0,135,0.9970252582063273,0.0029747417936727694,benign,benign 0,8,0,631,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,252,0.0034035661439782983,0.9965964338560217,benign,malignant 0,8,0,78,0.9972202065796868,0.002779793420313183,benign,benign 0,8,0,682,0.9994063529806085,0.0005936470193915068,benign,benign 0,8,0,342,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,640,0.9991553854107907,0.0008446145892093012,benign,benign 0,8,0,162,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,644,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,319,0.039850848767022384,0.9601491512329776,benign,malignant 0,8,0,673,0.9988107520558313,0.0011892479441687625,benign,benign 0,8,0,83,0.9971262651807772,0.002873734819222872,benign,benign 0,8,0,609,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,24,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,653,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,497,0.9988346991250994,0.0011653008749005927,benign,benign 0,8,0,607,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,114,0.985313897067947,0.014686102932052915,benign,benign 0,8,0,369,0.9993433942584763,0.0006566057415236564,benign,benign 0,8,0,661,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,216,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,683,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,490,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,145,0.998443008692486,0.0015569913075139964,benign,benign 0,8,0,133,0.9994063529806085,0.0005936470193915068,benign,benign 0,8,0,584,0.9976409955173385,0.0023590044826614577,benign,benign 0,8,0,602,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,677,0.9993184442215658,0.0006815557784342398,benign,benign 0,8,0,506,0.03412289417724901,0.965877105822751,malignant,malignant 0,8,0,179,0.08516872744375903,0.914831272556241,malignant,malignant 0,8,0,117,0.0005808919650830413,0.999419108034917,malignant,malignant 0,8,0,283,0.0008974570915895042,0.9991025429084105,malignant,malignant 0,8,0,104,0.0009932551036396786,0.9990067448963603,malignant,malignant 0,8,0,263,0.001374586304588088,0.9986254136954119,malignant,malignant 0,8,0,482,0.0004720254131150847,0.9995279745868849,malignant,malignant 0,8,0,416,0.004334273386644161,0.9956657266133558,malignant,malignant 0,8,0,522,0.004319299864806503,0.9956807001351935,malignant,malignant 0,8,0,603,0.05473743091476613,0.9452625690852339,malignant,malignant 0,8,0,427,0.009487805521757098,0.9905121944782429,malignant,malignant 0,8,0,101,0.6483737736300683,0.35162622636993174,malignant,benign 0,8,0,230,0.15028917303380618,0.8497108269661938,malignant,malignant 0,8,0,425,0.0002528175796466803,0.9997471824203533,malignant,malignant 0,8,0,39,0.048822532596169976,0.95117746740383,malignant,malignant 0,8,0,691,0.2725635543130466,0.7274364456869534,malignant,malignant 0,8,0,316,0.058961114999102726,0.9410388850008973,malignant,malignant 0,8,0,330,0.007524270809293299,0.9924757291907067,malignant,malignant 0,8,0,360,0.00022948737965777788,0.9997705126203422,malignant,malignant 0,8,0,107,0.006822442237345183,0.9931775577626548,malignant,malignant 0,8,0,412,0.001205410697191045,0.998794589302809,malignant,malignant 0,8,0,65,0.04887014969058934,0.9511298503094107,malignant,malignant 0,8,0,214,0.0002684027004956624,0.9997315972995043,malignant,malignant 0,8,0,146,0.7667907631138351,0.23320923688616488,malignant,benign 0,8,0,320,0.0014941203319781549,0.9985058796680218,malignant,malignant 0,9,0,37,0.983736377871419,0.01626362212858098,benign,benign 0,9,0,397,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,619,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,408,0.9947564477250435,0.0052435522749565595,benign,benign 0,9,0,347,0.9952765529194796,0.004723447080520381,benign,benign 0,9,0,1,0.041352314289522685,0.9586476857104773,benign,malignant 0,9,0,212,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,406,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,3,0.02375003899857464,0.9762499610014254,benign,malignant 0,9,0,45,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,460,0.9965530926124406,0.003446907387559375,benign,benign 0,9,0,189,0.9950835488004874,0.004916451199512559,benign,benign 0,9,0,446,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,692,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,679,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,541,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,597,0.9966717839907453,0.003328216009254739,benign,benign 0,9,0,543,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,129,0.9936924758816152,0.006307524118384784,benign,benign 0,9,0,297,0.9241954611407318,0.07580453885926816,benign,benign 0,9,0,458,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,28,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,637,0.9855591675245611,0.014440832475438927,benign,benign 0,9,0,558,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,617,0.9602832762512339,0.03971672374876612,benign,benign 0,9,0,492,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,504,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,309,0.8762212472604854,0.1237787527395146,benign,benign 0,9,0,551,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,306,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,280,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,364,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,374,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,630,0.9966794623340363,0.0033205376659637877,benign,benign 0,9,0,110,0.9713933705790819,0.0286066294209181,benign,benign 0,9,0,510,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,509,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,193,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,444,0.998594095210357,0.0014059047896429343,benign,benign 0,9,0,134,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,413,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,33,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,294,0.9953174594349912,0.004682540565008804,benign,benign 0,9,0,102,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,314,0.9978452552411183,0.002154744758881719,benign,benign 0,9,0,200,0.003435961813388122,0.9965640381866119,malignant,malignant 0,9,0,570,0.01320447612366249,0.9867955238763375,malignant,malignant 0,9,0,514,0.007071761423853018,0.992928238576147,malignant,malignant 0,9,0,142,0.013660240823467173,0.9863397591765328,malignant,malignant 0,9,0,586,0.0016985968302730692,0.9983014031697269,malignant,malignant 0,9,0,588,0.024801734135776576,0.9751982658642234,malignant,malignant 0,9,0,515,0.008597724977548293,0.9914022750224517,malignant,malignant 0,9,0,592,0.07071128917586678,0.9292887108241332,malignant,malignant 0,9,0,226,0.0014957925033600716,0.9985042074966399,malignant,malignant 0,9,0,604,0.15940878719092055,0.8405912128090794,malignant,malignant 0,9,0,105,0.4604687898247938,0.5395312101752062,malignant,malignant 0,9,0,264,0.015544436121109007,0.984455563878891,malignant,malignant 0,9,0,231,0.05021733333288436,0.9497826666671156,malignant,malignant 0,9,0,43,0.512723482592684,0.48727651740731603,malignant,benign 0,9,0,449,0.0016998818404626581,0.9983001181595373,malignant,malignant 0,9,0,491,0.0045080564441374316,0.9954919435558626,malignant,malignant 0,9,0,74,0.006927640788249145,0.9930723592117509,malignant,malignant 0,9,0,367,0.002153239479486202,0.9978467605205138,malignant,malignant 0,9,0,467,0.07630356196129617,0.9236964380387038,malignant,malignant 0,9,0,62,0.06405783744015625,0.9359421625598437,malignant,malignant 0,9,0,58,0.03518101201116286,0.9648189879888371,malignant,malignant 0,9,0,333,0.03993712326602006,0.9600628767339799,malignant,malignant 0,9,0,126,0.008273292697259182,0.9917267073027408,malignant,malignant 0,9,0,549,0.07300882718538504,0.926991172814615,malignant,malignant