% Python_3.7.3. % Sklearn_0.21.2. % NumPy_1.16.4. % SciPy_1.3.0. % Sun Apr 5 17:22:04 2020 % Created by run_task() @RELATION openml_task_15_predictions @ATTRIBUTE repeat NUMERIC @ATTRIBUTE fold NUMERIC @ATTRIBUTE sample NUMERIC @ATTRIBUTE row_id NUMERIC @ATTRIBUTE confidence.benign NUMERIC @ATTRIBUTE confidence.malignant NUMERIC @ATTRIBUTE prediction {benign, malignant} @ATTRIBUTE correct {benign, malignant} @DATA 0,0,0,665,1.0,0.0,benign,benign 0,0,0,447,1.0,0.0,benign,benign 0,0,0,593,1.0,0.0,benign,benign 0,0,0,8,0.9878888888888889,0.012111111111111112,benign,benign 0,0,0,148,0.7445741341991342,0.2554258658008658,benign,benign 0,0,0,180,0.9996153846153846,0.0003846153846153846,benign,benign 0,0,0,415,0.5712176186937057,0.4287823813062943,benign,benign 0,0,0,500,0.9559546842046839,0.044045315795315794,benign,benign 0,0,0,131,1.0,0.0,benign,benign 0,0,0,156,1.0,0.0,benign,benign 0,0,0,545,1.0,0.0,benign,benign 0,0,0,595,1.0,0.0,benign,benign 0,0,0,259,0.20092374292374285,0.7990762570762568,malignant,benign 0,0,0,433,0.9965903015663885,0.0034096984336114767,benign,benign 0,0,0,426,0.7808658035291163,0.21913419647088375,benign,benign 0,0,0,322,1.0,0.0,benign,benign 0,0,0,616,1.0,0.0,benign,benign 0,0,0,219,0.9616919104287522,0.03830808957124747,benign,benign 0,0,0,618,1.0,0.0,benign,benign 0,0,0,287,1.0,0.0,benign,benign 0,0,0,528,0.9793764013764011,0.02062359862359862,benign,benign 0,0,0,649,1.0,0.0,benign,benign 0,0,0,538,1.0,0.0,benign,benign 0,0,0,343,1.0,0.0,benign,benign 0,0,0,48,0.9831434479813771,0.016856552018622954,benign,benign 0,0,0,695,1.0,0.0,benign,benign 0,0,0,441,0.8145707271865201,0.18542927281347996,benign,benign 0,0,0,393,1.0,0.0,benign,benign 0,0,0,275,0.9973145933014353,0.002685406698564593,benign,benign 0,0,0,464,1.0,0.0,benign,benign 0,0,0,290,1.0,0.0,benign,benign 0,0,0,687,0.9740394605394606,0.02596053946053946,benign,benign 0,0,0,542,0.9762602424235552,0.023739757576444885,benign,benign 0,0,0,376,1.0,0.0,benign,benign 0,0,0,462,0.9539982154361443,0.046001784563855515,benign,benign 0,0,0,97,1.0,0.0,benign,benign 0,0,0,94,1.0,0.0,benign,benign 0,0,0,77,0.9670250331883459,0.03297496681165412,benign,benign 0,0,0,27,1.0,0.0,benign,benign 0,0,0,256,1.0,0.0,benign,benign 0,0,0,277,1.0,0.0,benign,benign 0,0,0,138,1.0,0.0,benign,benign 0,0,0,562,1.0,0.0,benign,benign 0,0,0,242,1.0,0.0,benign,benign 0,0,0,64,1.0,0.0,benign,benign 0,0,0,624,0.9949363794100635,0.00506362058993638,benign,benign 0,0,0,334,0.012447191697191697,0.9875528083028083,malignant,malignant 0,0,0,414,0.007483516483516484,0.9925164835164835,malignant,malignant 0,0,0,54,0.01972208347208347,0.9802779165279167,malignant,malignant 0,0,0,339,0.026100482850482845,0.973899517149517,malignant,malignant 0,0,0,357,0.0,1.0,malignant,malignant 0,0,0,123,0.11037770562770563,0.8896222943722941,malignant,malignant 0,0,0,292,0.1378563381063381,0.8621436618936618,malignant,malignant 0,0,0,50,0.28599748617395665,0.714002513826043,malignant,malignant 0,0,0,160,0.0,1.0,malignant,malignant 0,0,0,215,0.009591991341991343,0.9904080086580085,malignant,malignant 0,0,0,213,0.0,1.0,malignant,malignant 0,0,0,293,0.12414980607627664,0.8758501939237232,malignant,malignant 0,0,0,41,0.1816161893661893,0.8183838106338102,malignant,malignant 0,0,0,488,0.26974536574536573,0.7302546342546343,malignant,malignant 0,0,0,668,0.23671278721278724,0.7632872127872128,malignant,malignant 0,0,0,530,0.125269647019647,0.8747303529803527,malignant,malignant 0,0,0,46,0.08822008547008549,0.9117799145299144,malignant,malignant 0,0,0,223,0.024008241758241757,0.9759917582417582,malignant,malignant 0,0,0,227,0.018805777555777555,0.9811942224442225,malignant,malignant 0,0,0,680,0.0,1.0,malignant,malignant 0,0,0,63,0.5987567710067708,0.4012432289932291,benign,malignant 0,0,0,128,0.1552096906361612,0.8447903093638387,malignant,malignant 0,0,0,493,0.0,1.0,malignant,malignant 0,0,0,285,0.0,1.0,malignant,malignant 0,1,0,561,1.0,0.0,benign,benign 0,1,0,521,0.9925370281892021,0.007462971810797898,benign,benign 0,1,0,419,0.9291721538695223,0.07082784613047771,benign,benign 0,1,0,485,0.9672501716674131,0.03274982833258695,benign,benign 0,1,0,647,0.9957500721500722,0.00424992784992785,benign,benign 0,1,0,82,0.9936691086691085,0.006330891330891331,benign,benign 0,1,0,527,1.0,0.0,benign,benign 0,1,0,324,1.0,0.0,benign,benign 0,1,0,157,1.0,0.0,benign,benign 0,1,0,389,0.9411719373413525,0.05882806265864738,benign,benign 0,1,0,176,1.0,0.0,benign,benign 0,1,0,434,0.08678696303696304,0.9132130369630367,malignant,benign 0,1,0,556,0.9869810744810745,0.01301892551892552,benign,benign 0,1,0,495,0.9979333333333332,0.0020666666666666667,benign,benign 0,1,0,172,1.0,0.0,benign,benign 0,1,0,181,1.0,0.0,benign,benign 0,1,0,313,1.0,0.0,benign,benign 0,1,0,2,0.9965830721003134,0.0034169278996865203,benign,benign 0,1,0,185,0.9996,0.0004,benign,benign 0,1,0,198,1.0,0.0,benign,benign 0,1,0,503,1.0,0.0,benign,benign 0,1,0,88,1.0,0.0,benign,benign 0,1,0,61,0.9968254963427375,0.0031745036572622775,benign,benign 0,1,0,430,0.9869234303707988,0.013076569629201208,benign,benign 0,1,0,66,1.0,0.0,benign,benign 0,1,0,651,0.9883121212121213,0.011687878787878787,benign,benign 0,1,0,154,1.0,0.0,benign,benign 0,1,0,153,0.9152667320076574,0.0847332679923424,benign,benign 0,1,0,532,0.9996,0.0004,benign,benign 0,1,0,639,0.9970709277650454,0.002929072234954588,benign,benign 0,1,0,573,1.0,0.0,benign,benign 0,1,0,420,0.854098223998224,0.14590177600177598,benign,benign 0,1,0,9,0.9992857142857143,0.0007142857142857143,benign,benign 0,1,0,321,1.0,0.0,benign,benign 0,1,0,258,1.0,0.0,benign,benign 0,1,0,4,0.9835168152109329,0.01648318478906714,benign,benign 0,1,0,19,0.9919088689088688,0.008091131091131092,benign,benign 0,1,0,217,1.0,0.0,benign,benign 0,1,0,362,0.8663252405489246,0.13367475945107526,benign,benign 0,1,0,475,1.0,0.0,benign,benign 0,1,0,476,1.0,0.0,benign,benign 0,1,0,686,1.0,0.0,benign,benign 0,1,0,307,1.0,0.0,benign,benign 0,1,0,659,1.0,0.0,benign,benign 0,1,0,40,0.09112695637695638,0.9088730436230434,malignant,benign 0,1,0,409,1.0,0.0,benign,benign 0,1,0,305,0.020015873015873015,0.979984126984127,malignant,malignant 0,1,0,267,0.10754634254634253,0.8924536574536573,malignant,malignant 0,1,0,565,0.0018181818181818182,0.9981818181818182,malignant,malignant 0,1,0,340,0.17549707237207232,0.8245029276279271,malignant,malignant 0,1,0,268,0.0015384615384615385,0.9984615384615384,malignant,malignant 0,1,0,633,0.052990842490842495,0.9470091575091573,malignant,malignant 0,1,0,175,0.001,0.9990000000000001,malignant,malignant 0,1,0,260,0.0,1.0,malignant,malignant 0,1,0,218,0.010854617604617605,0.9891453823953824,malignant,malignant 0,1,0,312,0.15582162282162282,0.8441783771783768,malignant,malignant 0,1,0,328,0.2031507659007659,0.7968492340992338,malignant,malignant 0,1,0,224,0.0,1.0,malignant,malignant 0,1,0,112,0.17266272616272618,0.8273372738372737,malignant,malignant 0,1,0,302,0.0,1.0,malignant,malignant 0,1,0,55,0.07092890442890441,0.9290710955710957,malignant,malignant 0,1,0,151,0.16850664613164612,0.8314933538683534,malignant,malignant 0,1,0,166,0.07723695748695748,0.9227630425130425,malignant,malignant 0,1,0,20,0.12984523809523807,0.8701547619047618,malignant,malignant 0,1,0,205,0.0,1.0,malignant,malignant 0,1,0,103,0.41545150682650683,0.5845484931734933,malignant,malignant 0,1,0,289,0.03246536796536796,0.967534632034632,malignant,malignant 0,1,0,582,0.01530805305805306,0.984691946941947,malignant,malignant 0,1,0,457,0.0016783216783216783,0.9983216783216783,malignant,malignant 0,1,0,594,0.007115384615384615,0.9928846153846154,malignant,malignant 0,2,0,269,1.0,0.0,benign,benign 0,2,0,168,1.0,0.0,benign,benign 0,2,0,559,1.0,0.0,benign,benign 0,2,0,195,1.0,0.0,benign,benign 0,2,0,79,0.9995652173913043,0.00043478260869565214,benign,benign 0,2,0,517,0.99875,0.00125,benign,benign 0,2,0,615,0.999655172413793,0.0003448275862068965,benign,benign 0,2,0,338,0.99875,0.00125,benign,benign 0,2,0,511,1.0,0.0,benign,benign 0,2,0,404,0.9934650793650792,0.006534920634920636,benign,benign 0,2,0,403,0.9645000832500833,0.03549991674991675,benign,benign 0,2,0,547,1.0,0.0,benign,benign 0,2,0,540,0.9876689976689975,0.012331002331002332,benign,benign 0,2,0,516,1.0,0.0,benign,benign 0,2,0,623,1.0,0.0,benign,benign 0,2,0,451,1.0,0.0,benign,benign 0,2,0,606,0.99875,0.00125,benign,benign 0,2,0,439,1.0,0.0,benign,benign 0,2,0,350,0.9962125730994151,0.0037874269005847955,benign,benign 0,2,0,257,1.0,0.0,benign,benign 0,2,0,578,1.0,0.0,benign,benign 0,2,0,614,0.99875,0.00125,benign,benign 0,2,0,642,1.0,0.0,benign,benign 0,2,0,567,0.923600815850816,0.07639918414918415,benign,benign 0,2,0,468,1.0,0.0,benign,benign 0,2,0,178,1.0,0.0,benign,benign 0,2,0,394,0.9817555997642206,0.018244400235779546,benign,benign 0,2,0,92,1.0,0.0,benign,benign 0,2,0,137,1.0,0.0,benign,benign 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