OpenML
Supervised Classification on mfeat-karhunen

Supervised Classification on mfeat-karhunen

Task 16 Supervised Classification mfeat-karhunen 24420 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
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24420 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.8765, kappa: 0.8628, kb_relative_information_score: 0.7303, mean_absolute_error: 0.0805, mean_prior_absolute_error: 0.18, weighted_recall: 0.8765, number_of_instances: 2000, precision: 0.8773, predictive_accuracy: 0.8765, prior_entropy: 3.3219, relative_absolute_error: 0.4474, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1621, root_relative_squared_error: 0.5404, unweighted_recall: 0.8765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9367, kappa: 0.9294, kb_relative_information_score: 0.9327, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.18, weighted_recall: 0.9365, number_of_instances: 2000, precision: 0.9373, predictive_accuracy: 0.9365, prior_entropy: 3.3219, relative_absolute_error: 0.0889, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0981, root_relative_squared_error: 0.3269, unweighted_recall: 0.9365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9471, kappa: 0.9411, kb_relative_information_score: 0.9441, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, weighted_recall: 0.947, number_of_instances: 2000, precision: 0.9474, predictive_accuracy: 0.947, prior_entropy: 3.3219, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0938, root_relative_squared_error: 0.3127, unweighted_recall: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9171, kappa: 0.9078, kb_relative_information_score: 0.9153, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, weighted_recall: 0.917, number_of_instances: 2000, precision: 0.9175, predictive_accuracy: 0.917, prior_entropy: 3.3219, relative_absolute_error: 0.1031, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.3826, unweighted_recall: 0.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8429, f_measure: 0.75, kappa: 0.7261, kb_relative_information_score: 0.7476, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.18, weighted_recall: 0.7535, number_of_instances: 2000, precision: 0.7559, predictive_accuracy: 0.7535, prior_entropy: 3.3219, relative_absolute_error: 0.2863, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.7081, unweighted_recall: 0.7535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.946, kappa: 0.94, kb_relative_information_score: 0.9454, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, weighted_recall: 0.946, number_of_instances: 2000, precision: 0.9462, predictive_accuracy: 0.946, prior_entropy: 3.3219, relative_absolute_error: 0.069, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.3129, unweighted_recall: 0.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9486, kappa: 0.9428, kb_relative_information_score: 0.9468, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, weighted_recall: 0.9485, number_of_instances: 2000, precision: 0.9487, predictive_accuracy: 0.9485, prior_entropy: 3.3219, relative_absolute_error: 0.068, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0903, root_relative_squared_error: 0.3009, unweighted_recall: 0.9485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.8757, kappa: 0.8617, kb_relative_information_score: 0.8705, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.18, weighted_recall: 0.8755, number_of_instances: 2000, precision: 0.8765, predictive_accuracy: 0.8755, prior_entropy: 3.3219, relative_absolute_error: 0.152, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.148, root_relative_squared_error: 0.4933, unweighted_recall: 0.8755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.947, kappa: 0.9411, kb_relative_information_score: 0.9464, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, weighted_recall: 0.947, number_of_instances: 2000, precision: 0.9472, predictive_accuracy: 0.947, prior_entropy: 3.3219, relative_absolute_error: 0.071, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0898, root_relative_squared_error: 0.2992, unweighted_recall: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9386, kappa: 0.9317, kb_relative_information_score: 0.9358, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 2000, precision: 0.939, predictive_accuracy: 0.9385, prior_entropy: 3.3219, relative_absolute_error: 0.0864, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.3182, unweighted_recall: 0.9385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9447, kappa: 0.9383, kb_relative_information_score: 0.943, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.18, weighted_recall: 0.9445, number_of_instances: 2000, precision: 0.9452, predictive_accuracy: 0.9445, prior_entropy: 3.3219, relative_absolute_error: 0.0735, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.3092, unweighted_recall: 0.9445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9406, kappa: 0.9339, kb_relative_information_score: 0.9395, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.18, weighted_recall: 0.9405, number_of_instances: 2000, precision: 0.9408, predictive_accuracy: 0.9405, prior_entropy: 3.3219, relative_absolute_error: 0.0785, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.3185, unweighted_recall: 0.9405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9401, kappa: 0.9333, kb_relative_information_score: 0.924, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.18, weighted_recall: 0.94, number_of_instances: 2000, precision: 0.9405, predictive_accuracy: 0.94, prior_entropy: 3.3219, relative_absolute_error: 0.1144, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0973, root_relative_squared_error: 0.3242, unweighted_recall: 0.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9495, kappa: 0.9439, kb_relative_information_score: 0.9468, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, weighted_recall: 0.9495, number_of_instances: 2000, precision: 0.9498, predictive_accuracy: 0.9495, prior_entropy: 3.3219, relative_absolute_error: 0.0673, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0904, root_relative_squared_error: 0.3014, unweighted_recall: 0.9495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9601, kappa: 0.9556, kb_relative_information_score: 0.9566, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.18, weighted_recall: 0.96, number_of_instances: 2000, precision: 0.9603, predictive_accuracy: 0.96, prior_entropy: 3.3219, relative_absolute_error: 0.0568, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0811, root_relative_squared_error: 0.2703, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9341, kappa: 0.9267, kb_relative_information_score: 0.9311, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.18, weighted_recall: 0.934, number_of_instances: 2000, precision: 0.9343, predictive_accuracy: 0.934, prior_entropy: 3.3219, relative_absolute_error: 0.0866, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.3415, unweighted_recall: 0.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9456, kappa: 0.9394, kb_relative_information_score: 0.9432, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, weighted_recall: 0.9455, number_of_instances: 2000, precision: 0.946, predictive_accuracy: 0.9455, prior_entropy: 3.3219, relative_absolute_error: 0.0745, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.091, root_relative_squared_error: 0.3035, unweighted_recall: 0.9455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.939, kappa: 0.9322, kb_relative_information_score: 0.9386, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, weighted_recall: 0.939, number_of_instances: 2000, precision: 0.9392, predictive_accuracy: 0.939, prior_entropy: 3.3219, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0984, root_relative_squared_error: 0.3279, unweighted_recall: 0.939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9595, kappa: 0.955, kb_relative_information_score: 0.9527, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, weighted_recall: 0.9595, number_of_instances: 2000, precision: 0.9597, predictive_accuracy: 0.9595, prior_entropy: 3.3219, relative_absolute_error: 0.0683, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.08, root_relative_squared_error: 0.2665, unweighted_recall: 0.9595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.8197, kappa: 0.8, kb_relative_information_score: 0.8131, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.18, weighted_recall: 0.82, number_of_instances: 2000, precision: 0.821, predictive_accuracy: 0.82, prior_entropy: 3.3219, relative_absolute_error: 0.2204, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.172, root_relative_squared_error: 0.5735, unweighted_recall: 0.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9521, kappa: 0.9467, kb_relative_information_score: 0.9492, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.18, weighted_recall: 0.952, number_of_instances: 2000, precision: 0.9523, predictive_accuracy: 0.952, prior_entropy: 3.3219, relative_absolute_error: 0.0625, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0893, root_relative_squared_error: 0.2978, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9416, kappa: 0.935, kb_relative_information_score: 0.9367, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.18, weighted_recall: 0.9415, number_of_instances: 2000, precision: 0.9417, predictive_accuracy: 0.9415, prior_entropy: 3.3219, relative_absolute_error: 0.081, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.097, root_relative_squared_error: 0.3232, unweighted_recall: 0.9415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9451, kappa: 0.9389, kb_relative_information_score: 0.914, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.18, weighted_recall: 0.945, number_of_instances: 2000, precision: 0.9453, predictive_accuracy: 0.945, prior_entropy: 3.3219, relative_absolute_error: 0.1382, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0969, root_relative_squared_error: 0.3231, unweighted_recall: 0.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9429, kappa: 0.9367, kb_relative_information_score: 0.9313, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.18, weighted_recall: 0.943, number_of_instances: 2000, precision: 0.9432, predictive_accuracy: 0.943, prior_entropy: 3.3219, relative_absolute_error: 0.1005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.3094, unweighted_recall: 0.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.957, kappa: 0.9522, kb_relative_information_score: 0.954, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.18, weighted_recall: 0.957, number_of_instances: 2000, precision: 0.9574, predictive_accuracy: 0.957, prior_entropy: 3.3219, relative_absolute_error: 0.0588, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0845, root_relative_squared_error: 0.2818, unweighted_recall: 0.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9, kappa: 0.8889, kb_relative_information_score: 0.8039, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.18, weighted_recall: 0.9, number_of_instances: 2000, precision: 0.9005, predictive_accuracy: 0.9, prior_entropy: 3.3219, relative_absolute_error: 0.3334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1369, root_relative_squared_error: 0.4562, unweighted_recall: 0.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9541, kappa: 0.9489, kb_relative_information_score: 0.9504, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.18, weighted_recall: 0.954, number_of_instances: 2000, precision: 0.9545, predictive_accuracy: 0.954, prior_entropy: 3.3219, relative_absolute_error: 0.0661, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0866, root_relative_squared_error: 0.2888, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9376, kappa: 0.9306, kb_relative_information_score: 0.9296, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.18, weighted_recall: 0.9375, number_of_instances: 2000, precision: 0.9378, predictive_accuracy: 0.9375, prior_entropy: 3.3219, relative_absolute_error: 0.1025, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0964, root_relative_squared_error: 0.3212, unweighted_recall: 0.9375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9502, kappa: 0.9444, kb_relative_information_score: 0.9454, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.18, weighted_recall: 0.95, number_of_instances: 2000, precision: 0.9506, predictive_accuracy: 0.95, prior_entropy: 3.3219, relative_absolute_error: 0.0692, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.3041, unweighted_recall: 0.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9302, kappa: 0.9222, kb_relative_information_score: 0.9238, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.18, weighted_recall: 0.93, number_of_instances: 2000, precision: 0.9308, predictive_accuracy: 0.93, prior_entropy: 3.3219, relative_absolute_error: 0.1006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1046, root_relative_squared_error: 0.3486, unweighted_recall: 0.93,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.956, kappa: 0.9511, kb_relative_information_score: 0.956, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.18, weighted_recall: 0.956, number_of_instances: 2000, precision: 0.9562, predictive_accuracy: 0.956, prior_entropy: 3.3219, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0827, root_relative_squared_error: 0.2756, unweighted_recall: 0.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9475, kappa: 0.9417, kb_relative_information_score: 0.9475, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.18, weighted_recall: 0.9475, number_of_instances: 2000, precision: 0.9476, predictive_accuracy: 0.9475, prior_entropy: 3.3219, relative_absolute_error: 0.0647, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0922, root_relative_squared_error: 0.3072, unweighted_recall: 0.9475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.8879, kappa: 0.875, kb_relative_information_score: 0.882, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.18, weighted_recall: 0.8875, number_of_instances: 2000, precision: 0.8896, predictive_accuracy: 0.8875, prior_entropy: 3.3219, relative_absolute_error: 0.1437, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1387, root_relative_squared_error: 0.4623, unweighted_recall: 0.8875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.95, kappa: 0.9444, kb_relative_information_score: 0.9455, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, weighted_recall: 0.95, number_of_instances: 2000, precision: 0.9504, predictive_accuracy: 0.95, prior_entropy: 3.3219, relative_absolute_error: 0.0721, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0879, root_relative_squared_error: 0.2929, unweighted_recall: 0.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9372, kappa: 0.93, kb_relative_information_score: 0.9336, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.18, weighted_recall: 0.937, number_of_instances: 2000, precision: 0.9378, predictive_accuracy: 0.937, prior_entropy: 3.3219, relative_absolute_error: 0.0899, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.3246, unweighted_recall: 0.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.8117, kappa: 0.7906, kb_relative_information_score: 0.7965, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.18, weighted_recall: 0.8115, number_of_instances: 2000, precision: 0.8125, predictive_accuracy: 0.8115, prior_entropy: 3.3219, relative_absolute_error: 0.2498, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1697, root_relative_squared_error: 0.5657, unweighted_recall: 0.8115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9465, f_measure: 0.7925, kappa: 0.7689, kb_relative_information_score: 0.7817, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.18, weighted_recall: 0.792, number_of_instances: 2000, precision: 0.7935, predictive_accuracy: 0.792, prior_entropy: 3.3219, relative_absolute_error: 0.2642, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.5996, unweighted_recall: 0.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.8979, kappa: 0.8867, kb_relative_information_score: 0.7727, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.18, weighted_recall: 0.898, number_of_instances: 2000, precision: 0.8986, predictive_accuracy: 0.898, prior_entropy: 3.3219, relative_absolute_error: 0.3862, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1467, root_relative_squared_error: 0.4889, unweighted_recall: 0.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9511, kappa: 0.9456, kb_relative_information_score: 0.9481, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, weighted_recall: 0.951, number_of_instances: 2000, precision: 0.9513, predictive_accuracy: 0.951, prior_entropy: 3.3219, relative_absolute_error: 0.0677, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.2955, unweighted_recall: 0.951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9515, kappa: 0.9461, kb_relative_information_score: 0.9493, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.18, weighted_recall: 0.9515, number_of_instances: 2000, precision: 0.9518, predictive_accuracy: 0.9515, prior_entropy: 3.3219, relative_absolute_error: 0.0668, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.088, root_relative_squared_error: 0.2933, unweighted_recall: 0.9515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.957, kappa: 0.9522, kb_relative_information_score: 0.9541, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.18, weighted_recall: 0.957, number_of_instances: 2000, precision: 0.9572, predictive_accuracy: 0.957, prior_entropy: 3.3219, relative_absolute_error: 0.061, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.082, root_relative_squared_error: 0.2733, unweighted_recall: 0.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9555, kappa: 0.9506, kb_relative_information_score: 0.9464, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.18, weighted_recall: 0.9555, number_of_instances: 2000, precision: 0.9557, predictive_accuracy: 0.9555, prior_entropy: 3.3219, relative_absolute_error: 0.0784, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.084, root_relative_squared_error: 0.2799, unweighted_recall: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9535, kappa: 0.9483, kb_relative_information_score: 0.9512, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.18, weighted_recall: 0.9535, number_of_instances: 2000, precision: 0.9539, predictive_accuracy: 0.9535, prior_entropy: 3.3219, relative_absolute_error: 0.0639, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0866, root_relative_squared_error: 0.2886, unweighted_recall: 0.9535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.944, kappa: 0.9378, kb_relative_information_score: 0.942, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.18, weighted_recall: 0.944, number_of_instances: 2000, precision: 0.9443, predictive_accuracy: 0.944, prior_entropy: 3.3219, relative_absolute_error: 0.0731, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0946, root_relative_squared_error: 0.3153, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9357, kappa: 0.9283, kb_relative_information_score: 0.9273, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.18, weighted_recall: 0.9355, number_of_instances: 2000, precision: 0.9361, predictive_accuracy: 0.9355, prior_entropy: 3.3219, relative_absolute_error: 0.1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1006, root_relative_squared_error: 0.3352, unweighted_recall: 0.9355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.954, kappa: 0.9489, kb_relative_information_score: 0.952, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.18, weighted_recall: 0.954, number_of_instances: 2000, precision: 0.9542, predictive_accuracy: 0.954, prior_entropy: 3.3219, relative_absolute_error: 0.0612, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.286, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9525, kappa: 0.9472, kb_relative_information_score: 0.9503, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.18, weighted_recall: 0.9525, number_of_instances: 2000, precision: 0.9527, predictive_accuracy: 0.9525, prior_entropy: 3.3219, relative_absolute_error: 0.0668, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0864, root_relative_squared_error: 0.2881, unweighted_recall: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.949, kappa: 0.9433, kb_relative_information_score: 0.9497, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.18, weighted_recall: 0.949, number_of_instances: 2000, precision: 0.9491, predictive_accuracy: 0.949, prior_entropy: 3.3219, relative_absolute_error: 0.0605, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.3038, unweighted_recall: 0.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9505, kappa: 0.945, kb_relative_information_score: 0.9507, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.18, weighted_recall: 0.9505, number_of_instances: 2000, precision: 0.9507, predictive_accuracy: 0.9505, prior_entropy: 3.3219, relative_absolute_error: 0.0609, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.2959, unweighted_recall: 0.9505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9515, kappa: 0.9461, kb_relative_information_score: 0.9445, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.18, weighted_recall: 0.9515, number_of_instances: 2000, precision: 0.952, predictive_accuracy: 0.9515, prior_entropy: 3.3219, relative_absolute_error: 0.0793, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0856, root_relative_squared_error: 0.2854, unweighted_recall: 0.9515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7614, f_measure: 0.6892, kappa: 0.6517, kb_relative_information_score: 0.6764, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.18, weighted_recall: 0.6865, number_of_instances: 2000, precision: 0.7019, predictive_accuracy: 0.6865, prior_entropy: 3.3219, relative_absolute_error: 0.3524, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2452, root_relative_squared_error: 0.8175, unweighted_recall: 0.6865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7827, f_measure: 0.6788, kappa: 0.6333, kb_relative_information_score: 0.6597, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.18, weighted_recall: 0.67, number_of_instances: 2000, precision: 0.6967, predictive_accuracy: 0.67, prior_entropy: 3.3219, relative_absolute_error: 0.3759, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2474, root_relative_squared_error: 0.8247, unweighted_recall: 0.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.95, kappa: 0.9444, kb_relative_information_score: 0.9445, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.18, weighted_recall: 0.95, number_of_instances: 2000, precision: 0.9502, predictive_accuracy: 0.95, prior_entropy: 3.3219, relative_absolute_error: 0.0766, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.2924, unweighted_recall: 0.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9436, kappa: 0.9372, kb_relative_information_score: 0.9394, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.18, weighted_recall: 0.9435, number_of_instances: 2000, precision: 0.944, predictive_accuracy: 0.9435, prior_entropy: 3.3219, relative_absolute_error: 0.0852, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0921, root_relative_squared_error: 0.3071, unweighted_recall: 0.9435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9431, kappa: 0.9367, kb_relative_information_score: 0.9365, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.18, weighted_recall: 0.943, number_of_instances: 2000, precision: 0.9434, predictive_accuracy: 0.943, prior_entropy: 3.3219, relative_absolute_error: 0.0905, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.3063, unweighted_recall: 0.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9491, kappa: 0.9433, kb_relative_information_score: 0.9455, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, weighted_recall: 0.949, number_of_instances: 2000, precision: 0.9494, predictive_accuracy: 0.949, prior_entropy: 3.3219, relative_absolute_error: 0.0747, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.2942, unweighted_recall: 0.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.952, kappa: 0.9467, kb_relative_information_score: 0.9434, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.18, weighted_recall: 0.952, number_of_instances: 2000, precision: 0.9523, predictive_accuracy: 0.952, prior_entropy: 3.3219, relative_absolute_error: 0.0829, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2833, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9485, kappa: 0.9428, kb_relative_information_score: 0.948, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.18, weighted_recall: 0.9485, number_of_instances: 2000, precision: 0.9487, predictive_accuracy: 0.9485, prior_entropy: 3.3219, relative_absolute_error: 0.0645, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.3061, unweighted_recall: 0.9485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9531, kappa: 0.9478, kb_relative_information_score: 0.9526, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.18, weighted_recall: 0.953, number_of_instances: 2000, precision: 0.9533, predictive_accuracy: 0.953, prior_entropy: 3.3219, relative_absolute_error: 0.0595, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.287, unweighted_recall: 0.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.95, kappa: 0.9444, kb_relative_information_score: 0.95, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.18, weighted_recall: 0.95, number_of_instances: 2000, precision: 0.9502, predictive_accuracy: 0.95, prior_entropy: 3.3219, relative_absolute_error: 0.0665, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.2862, unweighted_recall: 0.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9485, kappa: 0.9428, kb_relative_information_score: 0.9225, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, weighted_recall: 0.9485, number_of_instances: 2000, precision: 0.9488, predictive_accuracy: 0.9485, prior_entropy: 3.3219, relative_absolute_error: 0.1255, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0916, root_relative_squared_error: 0.3053, unweighted_recall: 0.9485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9396, kappa: 0.9328, kb_relative_information_score: 0.9392, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.18, weighted_recall: 0.9395, number_of_instances: 2000, precision: 0.9401, predictive_accuracy: 0.9395, prior_entropy: 3.3219, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.329, unweighted_recall: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9171, kappa: 0.9078, kb_relative_information_score: 0.8463, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.18, weighted_recall: 0.917, number_of_instances: 2000, precision: 0.9178, predictive_accuracy: 0.917, prior_entropy: 3.3219, relative_absolute_error: 0.2501, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1218, root_relative_squared_error: 0.4058, unweighted_recall: 0.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.891, kappa: 0.8783, kb_relative_information_score: 0.8871, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.18, weighted_recall: 0.8905, number_of_instances: 2000, precision: 0.8921, predictive_accuracy: 0.8905, prior_entropy: 3.3219, relative_absolute_error: 0.1382, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.4475, unweighted_recall: 0.8905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9485, kappa: 0.9428, kb_relative_information_score: 0.9473, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, weighted_recall: 0.9485, number_of_instances: 2000, precision: 0.9486, predictive_accuracy: 0.9485, prior_entropy: 3.3219, relative_absolute_error: 0.0715, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0884, root_relative_squared_error: 0.2946, unweighted_recall: 0.9485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.94, kappa: 0.9333, kb_relative_information_score: 0.9317, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.18, weighted_recall: 0.94, number_of_instances: 2000, precision: 0.9403, predictive_accuracy: 0.94, prior_entropy: 3.3219, relative_absolute_error: 0.0997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.3145, unweighted_recall: 0.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9199, kappa: 0.9111, kb_relative_information_score: 0.92, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.18, weighted_recall: 0.92, number_of_instances: 2000, precision: 0.9201, predictive_accuracy: 0.92, prior_entropy: 3.3219, relative_absolute_error: 0.1018, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1101, root_relative_squared_error: 0.3669, unweighted_recall: 0.92,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8855, f_measure: 0.8022, kappa: 0.7806, kb_relative_information_score: 0.7958, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.18, weighted_recall: 0.8025, number_of_instances: 2000, precision: 0.804, predictive_accuracy: 0.8025, prior_entropy: 3.3219, relative_absolute_error: 0.2306, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.6335, unweighted_recall: 0.8025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9525, kappa: 0.9472, kb_relative_information_score: 0.941, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, weighted_recall: 0.9525, number_of_instances: 2000, precision: 0.9527, predictive_accuracy: 0.9525, prior_entropy: 3.3219, relative_absolute_error: 0.0881, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.286, unweighted_recall: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9556, kappa: 0.9506, kb_relative_information_score: 0.949, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, weighted_recall: 0.9555, number_of_instances: 2000, precision: 0.9559, predictive_accuracy: 0.9555, prior_entropy: 3.3219, relative_absolute_error: 0.072, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0838, root_relative_squared_error: 0.2794, unweighted_recall: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9327, f_measure: 0.8733, kappa: 0.8583, kb_relative_information_score: 0.8671, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.18, weighted_recall: 0.8725, number_of_instances: 2000, precision: 0.8789, predictive_accuracy: 0.8725, prior_entropy: 3.3219, relative_absolute_error: 0.1524, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1538, root_relative_squared_error: 0.5126, unweighted_recall: 0.8725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9236, kappa: 0.915, kb_relative_information_score: 0.9205, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.18, weighted_recall: 0.9235, number_of_instances: 2000, precision: 0.924, predictive_accuracy: 0.9235, prior_entropy: 3.3219, relative_absolute_error: 0.1003, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1102, root_relative_squared_error: 0.3673, unweighted_recall: 0.9235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9436, kappa: 0.9372, kb_relative_information_score: 0.9399, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.18, weighted_recall: 0.9435, number_of_instances: 2000, precision: 0.9442, predictive_accuracy: 0.9435, prior_entropy: 3.3219, relative_absolute_error: 0.0792, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0947, root_relative_squared_error: 0.3156, unweighted_recall: 0.9435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.938, kappa: 0.9311, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, weighted_recall: 0.938, number_of_instances: 2000, precision: 0.9381, predictive_accuracy: 0.938, prior_entropy: 3.3219, relative_absolute_error: 0.0728, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0991, root_relative_squared_error: 0.3305, unweighted_recall: 0.938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8771, f_measure: 0.7669, kappa: 0.7472, kb_relative_information_score: 0.7648, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.18, weighted_recall: 0.7725, number_of_instances: 2000, precision: 0.7686, predictive_accuracy: 0.7725, prior_entropy: 3.3219, relative_absolute_error: 0.2805, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1979, root_relative_squared_error: 0.6596, unweighted_recall: 0.7725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9334, kappa: 0.9261, kb_relative_information_score: 0.9299, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.18, weighted_recall: 0.9335, number_of_instances: 2000, precision: 0.9336, predictive_accuracy: 0.9335, prior_entropy: 3.3219, relative_absolute_error: 0.0948, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1009, root_relative_squared_error: 0.3364, unweighted_recall: 0.9335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9385, kappa: 0.9317, kb_relative_information_score: 0.9349, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 2000, precision: 0.9386, predictive_accuracy: 0.9385, prior_entropy: 3.3219, relative_absolute_error: 0.0841, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.3295, unweighted_recall: 0.9385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8613, f_measure: 0.7877, kappa: 0.7611, kb_relative_information_score: 0.7757, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.18, weighted_recall: 0.785, number_of_instances: 2000, precision: 0.794, predictive_accuracy: 0.785, prior_entropy: 3.3219, relative_absolute_error: 0.2521, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2013, root_relative_squared_error: 0.6711, unweighted_recall: 0.785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9322, kappa: 0.9244, kb_relative_information_score: 0.9246, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.18, weighted_recall: 0.932, number_of_instances: 2000, precision: 0.9327, predictive_accuracy: 0.932, prior_entropy: 3.3219, relative_absolute_error: 0.1072, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0997, root_relative_squared_error: 0.3323, unweighted_recall: 0.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9585, kappa: 0.9539, kb_relative_information_score: 0.9578, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.18, weighted_recall: 0.9585, number_of_instances: 2000, precision: 0.9586, predictive_accuracy: 0.9585, prior_entropy: 3.3219, relative_absolute_error: 0.0491, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0857, root_relative_squared_error: 0.2856, unweighted_recall: 0.9585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9361, kappa: 0.9289, kb_relative_information_score: 0.9292, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.18, weighted_recall: 0.936, number_of_instances: 2000, precision: 0.9364, predictive_accuracy: 0.936, prior_entropy: 3.3219, relative_absolute_error: 0.0952, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.3383, unweighted_recall: 0.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9095, kappa: 0.8994, kb_relative_information_score: 0.8546, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.18, weighted_recall: 0.9095, number_of_instances: 2000, precision: 0.9098, predictive_accuracy: 0.9095, prior_entropy: 3.3219, relative_absolute_error: 0.2274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1207, root_relative_squared_error: 0.4023, unweighted_recall: 0.9095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.8021, kappa: 0.78, kb_relative_information_score: 0.7877, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.18, weighted_recall: 0.802, number_of_instances: 2000, precision: 0.8032, predictive_accuracy: 0.802, prior_entropy: 3.3219, relative_absolute_error: 0.2572, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.5881, unweighted_recall: 0.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9501, kappa: 0.9444, kb_relative_information_score: 0.9453, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, weighted_recall: 0.95, number_of_instances: 2000, precision: 0.9504, predictive_accuracy: 0.95, prior_entropy: 3.3219, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.09, root_relative_squared_error: 0.3001, unweighted_recall: 0.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9611, f_measure: 0.8816, kappa: 0.8678, kb_relative_information_score: 0.8807, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.18, weighted_recall: 0.881, number_of_instances: 2000, precision: 0.8836, predictive_accuracy: 0.881, prior_entropy: 3.3219, relative_absolute_error: 0.1446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1403, root_relative_squared_error: 0.4677, unweighted_recall: 0.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9396, kappa: 0.9328, kb_relative_information_score: 0.9343, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.18, weighted_recall: 0.9395, number_of_instances: 2000, precision: 0.94, predictive_accuracy: 0.9395, prior_entropy: 3.3219, relative_absolute_error: 0.0872, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.098, root_relative_squared_error: 0.3265, unweighted_recall: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9581, kappa: 0.9533, kb_relative_information_score: 0.9573, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.18, weighted_recall: 0.958, number_of_instances: 2000, precision: 0.9583, predictive_accuracy: 0.958, prior_entropy: 3.3219, relative_absolute_error: 0.054, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0819, root_relative_squared_error: 0.2731, unweighted_recall: 0.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9436, kappa: 0.9372, kb_relative_information_score: 0.9355, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.18, weighted_recall: 0.9435, number_of_instances: 2000, precision: 0.9438, predictive_accuracy: 0.9435, prior_entropy: 3.3219, relative_absolute_error: 0.0845, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0961, root_relative_squared_error: 0.3202, unweighted_recall: 0.9435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.94, kappa: 0.9333, kb_relative_information_score: 0.9376, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.18, weighted_recall: 0.94, number_of_instances: 2000, precision: 0.9402, predictive_accuracy: 0.94, prior_entropy: 3.3219, relative_absolute_error: 0.0846, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.3175, unweighted_recall: 0.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9497, kappa: 0.9439, kb_relative_information_score: 0.9336, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.18, weighted_recall: 0.9495, number_of_instances: 2000, precision: 0.9502, predictive_accuracy: 0.9495, prior_entropy: 3.3219, relative_absolute_error: 0.099, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0901, root_relative_squared_error: 0.3005, unweighted_recall: 0.9495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9406, kappa: 0.9339, kb_relative_information_score: 0.9283, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.18, weighted_recall: 0.9405, number_of_instances: 2000, precision: 0.9408, predictive_accuracy: 0.9405, prior_entropy: 3.3219, relative_absolute_error: 0.1049, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0948, root_relative_squared_error: 0.316, unweighted_recall: 0.9405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.949, kappa: 0.9433, kb_relative_information_score: 0.9444, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, weighted_recall: 0.949, number_of_instances: 2000, precision: 0.9492, predictive_accuracy: 0.949, prior_entropy: 3.3219, relative_absolute_error: 0.0722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.3049, unweighted_recall: 0.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9501, kappa: 0.9444, kb_relative_information_score: 0.9463, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, weighted_recall: 0.95, number_of_instances: 2000, precision: 0.9507, predictive_accuracy: 0.95, prior_entropy: 3.3219, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.2909, unweighted_recall: 0.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9484, kappa: 0.9428, kb_relative_information_score: 0.9483, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.18, weighted_recall: 0.9485, number_of_instances: 2000, precision: 0.9487, predictive_accuracy: 0.9485, prior_entropy: 3.3219, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.2991, unweighted_recall: 0.9485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9506, kappa: 0.945, kb_relative_information_score: 0.9515, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.18, weighted_recall: 0.9505, number_of_instances: 2000, precision: 0.9509, predictive_accuracy: 0.9505, prior_entropy: 3.3219, relative_absolute_error: 0.0628, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.2877, unweighted_recall: 0.9505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9515, kappa: 0.9461, kb_relative_information_score: 0.9473, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, weighted_recall: 0.9515, number_of_instances: 2000, precision: 0.9516, predictive_accuracy: 0.9515, prior_entropy: 3.3219, relative_absolute_error: 0.0707, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.2962, unweighted_recall: 0.9515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.946, kappa: 0.94, kb_relative_information_score: 0.9423, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, weighted_recall: 0.946, number_of_instances: 2000, precision: 0.9462, predictive_accuracy: 0.946, prior_entropy: 3.3219, relative_absolute_error: 0.0754, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.092, root_relative_squared_error: 0.3066, unweighted_recall: 0.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.9008, kappa: 0.8894, kb_relative_information_score: 0.9011, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.18, weighted_recall: 0.9005, number_of_instances: 2000, precision: 0.9046, predictive_accuracy: 0.9005, prior_entropy: 3.3219, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1305, root_relative_squared_error: 0.4349, unweighted_recall: 0.9005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.957, kappa: 0.9522, kb_relative_information_score: 0.9486, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.18, weighted_recall: 0.957, number_of_instances: 2000, precision: 0.9572, predictive_accuracy: 0.957, prior_entropy: 3.3219, relative_absolute_error: 0.0739, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.2763, unweighted_recall: 0.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.955, kappa: 0.95, kb_relative_information_score: 0.9565, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.18, weighted_recall: 0.955, number_of_instances: 2000, precision: 0.9553, predictive_accuracy: 0.955, prior_entropy: 3.3219, relative_absolute_error: 0.0541, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.2795, unweighted_recall: 0.955,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs