OpenML
Supervised Classification on letter

Supervised Classification on letter

Task 6 Supervised Classification letter 35040 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_73 study_98 study_99 under100k under1m
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35040 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9603, kappa: 0.9587, kb_relative_information_score: 0.9503, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.074, weighted_recall: 0.9603, number_of_instances: 20000, precision: 0.9605, predictive_accuracy: 0.9603, prior_entropy: 4.6998, relative_absolute_error: 0.105, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0512, root_relative_squared_error: 0.2661, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.7805, kappa: 0.7716, kb_relative_information_score: 0.7711, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.074, weighted_recall: 0.7804, number_of_instances: 20000, precision: 0.7831, predictive_accuracy: 0.7804, prior_entropy: 4.6998, relative_absolute_error: 0.3894, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1116, root_relative_squared_error: 0.5803, unweighted_recall: 0.7792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9709, kappa: 0.9697, kb_relative_information_score: 0.9626, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.074, weighted_recall: 0.9709, number_of_instances: 20000, precision: 0.9709, predictive_accuracy: 0.9709, prior_entropy: 4.6998, relative_absolute_error: 0.0688, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0457, root_relative_squared_error: 0.2375, unweighted_recall: 0.9707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9424, kappa: 0.94, kb_relative_information_score: 0.9357, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.074, weighted_recall: 0.9424, number_of_instances: 20000, precision: 0.9429, predictive_accuracy: 0.9424, prior_entropy: 4.6998, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0595, root_relative_squared_error: 0.3095, unweighted_recall: 0.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.976, kappa: 0.9751, kb_relative_information_score: 0.9699, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.074, weighted_recall: 0.9761, number_of_instances: 20000, precision: 0.9761, predictive_accuracy: 0.9761, prior_entropy: 4.6998, relative_absolute_error: 0.0636, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.04, root_relative_squared_error: 0.2081, unweighted_recall: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9336, kappa: 0.9234, kb_relative_information_score: 0.889, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.074, weighted_recall: 0.9264, number_of_instances: 20000, precision: 0.9495, predictive_accuracy: 0.9264, prior_entropy: 4.6998, relative_absolute_error: 0.1617, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0723, root_relative_squared_error: 0.3757, unweighted_recall: 0.9262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9231, f_measure: 0.3801, kappa: 0.3889, kb_relative_information_score: 0.2367, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.074, weighted_recall: 0.4121, number_of_instances: 20000, precision: 0.5288, predictive_accuracy: 0.4121, prior_entropy: 4.6998, relative_absolute_error: 0.9473, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1836, root_relative_squared_error: 0.9545, unweighted_recall: 0.4121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9275, kappa: 0.9245, kb_relative_information_score: 0.9235, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.074, weighted_recall: 0.9275, number_of_instances: 20000, precision: 0.9281, predictive_accuracy: 0.9275, prior_entropy: 4.6998, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0653, root_relative_squared_error: 0.3397, unweighted_recall: 0.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.8741, kappa: 0.8691, kb_relative_information_score: 0.8662, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.074, weighted_recall: 0.8741, number_of_instances: 20000, precision: 0.8752, predictive_accuracy: 0.8741, prior_entropy: 4.6998, relative_absolute_error: 0.245, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.4469, unweighted_recall: 0.8732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.966, kappa: 0.9646, kb_relative_information_score: 0.9529, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.074, weighted_recall: 0.966, number_of_instances: 20000, precision: 0.9661, predictive_accuracy: 0.966, prior_entropy: 4.6998, relative_absolute_error: 0.101, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0493, root_relative_squared_error: 0.2563, unweighted_recall: 0.9658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8446, f_measure: 0.2353, kappa: 0.1995, kb_relative_information_score: 0.1974, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.074, weighted_recall: 0.2306, number_of_instances: 20000, precision: 0.3185, predictive_accuracy: 0.2306, prior_entropy: 4.6998, relative_absolute_error: 0.9576, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9679, unweighted_recall: 0.2288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9786, kappa: 0.9778, kb_relative_information_score: 0.974, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.074, weighted_recall: 0.9787, number_of_instances: 20000, precision: 0.9787, predictive_accuracy: 0.9787, prior_entropy: 4.6998, relative_absolute_error: 0.0545, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0373, root_relative_squared_error: 0.1938, unweighted_recall: 0.9785,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9399, kappa: 0.9374, kb_relative_information_score: 0.9346, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.074, weighted_recall: 0.9399, number_of_instances: 20000, precision: 0.9404, predictive_accuracy: 0.9399, prior_entropy: 4.6998, relative_absolute_error: 0.1281, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0602, root_relative_squared_error: 0.3131, unweighted_recall: 0.9395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.6216, kappa: 0.5811, kb_relative_information_score: 0.4715, mean_absolute_error: 0.0566, mean_prior_absolute_error: 0.074, weighted_recall: 0.5972, number_of_instances: 20000, precision: 0.6945, predictive_accuracy: 0.5972, prior_entropy: 4.6998, relative_absolute_error: 0.7651, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.8308, unweighted_recall: 0.5957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.7337, kappa: 0.7228, kb_relative_information_score: 0.7261, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.074, weighted_recall: 0.7335, number_of_instances: 20000, precision: 0.7372, predictive_accuracy: 0.7335, prior_entropy: 4.6998, relative_absolute_error: 0.455, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.122, root_relative_squared_error: 0.6343, unweighted_recall: 0.7323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.7552, kappa: 0.7447, kb_relative_information_score: 0.7464, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.074, weighted_recall: 0.7545, number_of_instances: 20000, precision: 0.7589, predictive_accuracy: 0.7545, prior_entropy: 4.6998, relative_absolute_error: 0.4251, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.6102, unweighted_recall: 0.7535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9727, kappa: 0.9716, kb_relative_information_score: 0.9657, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.074, weighted_recall: 0.9727, number_of_instances: 20000, precision: 0.9727, predictive_accuracy: 0.9727, prior_entropy: 4.6998, relative_absolute_error: 0.0651, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0438, root_relative_squared_error: 0.2276, unweighted_recall: 0.9725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, f_measure: 0.8531, kappa: 0.8472, kb_relative_information_score: 0.8421, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.074, weighted_recall: 0.8531, number_of_instances: 20000, precision: 0.8542, predictive_accuracy: 0.8531, prior_entropy: 4.6998, relative_absolute_error: 0.287, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.4873, unweighted_recall: 0.8521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.8188, kappa: 0.8114, kb_relative_information_score: 0.8104, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.074, weighted_recall: 0.8187, number_of_instances: 20000, precision: 0.8208, predictive_accuracy: 0.8187, prior_entropy: 4.6998, relative_absolute_error: 0.3284, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.5292, unweighted_recall: 0.8176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.958, kappa: 0.9563, kb_relative_information_score: 0.9541, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.074, weighted_recall: 0.958, number_of_instances: 20000, precision: 0.9582, predictive_accuracy: 0.958, prior_entropy: 4.6998, relative_absolute_error: 0.093, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0504, root_relative_squared_error: 0.2622, unweighted_recall: 0.9577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.8007, kappa: 0.7927, kb_relative_information_score: 0.7996, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.074, weighted_recall: 0.8007, number_of_instances: 20000, precision: 0.8029, predictive_accuracy: 0.8007, prior_entropy: 4.6998, relative_absolute_error: 0.3397, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1047, root_relative_squared_error: 0.5447, unweighted_recall: 0.7995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9126, kappa: 0.909, kb_relative_information_score: 0.9069, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.074, weighted_recall: 0.9126, number_of_instances: 20000, precision: 0.9134, predictive_accuracy: 0.9126, prior_entropy: 4.6998, relative_absolute_error: 0.1749, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0719, root_relative_squared_error: 0.3738, unweighted_recall: 0.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9638, kappa: 0.9624, kb_relative_information_score: 0.9577, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.074, weighted_recall: 0.9638, number_of_instances: 20000, precision: 0.964, predictive_accuracy: 0.9638, prior_entropy: 4.6998, relative_absolute_error: 0.0887, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0479, root_relative_squared_error: 0.2489, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.943, kappa: 0.9366, kb_relative_information_score: 0.9064, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.074, weighted_recall: 0.939, number_of_instances: 20000, precision: 0.9526, predictive_accuracy: 0.939, prior_entropy: 4.6998, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0672, root_relative_squared_error: 0.3495, unweighted_recall: 0.9388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9084, f_measure: 0.269, kappa: 0.2765, kb_relative_information_score: 0.1751, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.074, weighted_recall: 0.3038, number_of_instances: 20000, precision: 0.4223, predictive_accuracy: 0.3038, prior_entropy: 4.6998, relative_absolute_error: 0.9677, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.187, root_relative_squared_error: 0.9725, unweighted_recall: 0.3034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9716, kappa: 0.9705, kb_relative_information_score: 0.9642, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.074, weighted_recall: 0.9716, number_of_instances: 20000, precision: 0.9717, predictive_accuracy: 0.9716, prior_entropy: 4.6998, relative_absolute_error: 0.0769, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0434, root_relative_squared_error: 0.2257, unweighted_recall: 0.9714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.946, kappa: 0.9408, kb_relative_information_score: 0.9141, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.074, weighted_recall: 0.9431, number_of_instances: 20000, precision: 0.9535, predictive_accuracy: 0.9431, prior_entropy: 4.6998, relative_absolute_error: 0.1301, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.3371, unweighted_recall: 0.9429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.875, kappa: 0.8699, kb_relative_information_score: 0.8585, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.074, weighted_recall: 0.8749, number_of_instances: 20000, precision: 0.8761, predictive_accuracy: 0.8749, prior_entropy: 4.6998, relative_absolute_error: 0.2655, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0881, root_relative_squared_error: 0.4579, unweighted_recall: 0.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9502, kappa: 0.9482, kb_relative_information_score: 0.9413, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.074, weighted_recall: 0.9502, number_of_instances: 20000, precision: 0.9506, predictive_accuracy: 0.9502, prior_entropy: 4.6998, relative_absolute_error: 0.1194, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0564, root_relative_squared_error: 0.2931, unweighted_recall: 0.9498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.8905, kappa: 0.8861, kb_relative_information_score: 0.8812, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.074, weighted_recall: 0.8905, number_of_instances: 20000, precision: 0.8915, predictive_accuracy: 0.8905, prior_entropy: 4.6998, relative_absolute_error: 0.2216, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.4208, unweighted_recall: 0.8898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.979, kappa: 0.9782, kb_relative_information_score: 0.9746, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.074, weighted_recall: 0.979, number_of_instances: 20000, precision: 0.979, predictive_accuracy: 0.979, prior_entropy: 4.6998, relative_absolute_error: 0.0538, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.037, root_relative_squared_error: 0.1924, unweighted_recall: 0.9788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9774, kappa: 0.9765, kb_relative_information_score: 0.9731, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.074, weighted_recall: 0.9775, number_of_instances: 20000, precision: 0.9775, predictive_accuracy: 0.9775, prior_entropy: 4.6998, relative_absolute_error: 0.0556, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0383, root_relative_squared_error: 0.1992, unweighted_recall: 0.9773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9765, kappa: 0.9756, kb_relative_information_score: 0.9708, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.074, weighted_recall: 0.9765, number_of_instances: 20000, precision: 0.9765, predictive_accuracy: 0.9765, prior_entropy: 4.6998, relative_absolute_error: 0.0588, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.04, root_relative_squared_error: 0.2081, unweighted_recall: 0.9763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9768, kappa: 0.9759, kb_relative_information_score: 0.971, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.074, weighted_recall: 0.9768, number_of_instances: 20000, precision: 0.9768, predictive_accuracy: 0.9768, prior_entropy: 4.6998, relative_absolute_error: 0.061, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0393, root_relative_squared_error: 0.2042, unweighted_recall: 0.9767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9218, kappa: 0.9186, kb_relative_information_score: 0.9157, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.074, weighted_recall: 0.9218, number_of_instances: 20000, precision: 0.9224, predictive_accuracy: 0.9218, prior_entropy: 4.6998, relative_absolute_error: 0.161, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0683, root_relative_squared_error: 0.3553, unweighted_recall: 0.9213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9759, kappa: 0.975, kb_relative_information_score: 0.9696, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.074, weighted_recall: 0.976, number_of_instances: 20000, precision: 0.976, predictive_accuracy: 0.976, prior_entropy: 4.6998, relative_absolute_error: 0.0645, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0402, root_relative_squared_error: 0.2091, unweighted_recall: 0.9758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.8955, kappa: 0.8913, kb_relative_information_score: 0.8826, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.074, weighted_recall: 0.8955, number_of_instances: 20000, precision: 0.8963, predictive_accuracy: 0.8955, prior_entropy: 4.6998, relative_absolute_error: 0.2243, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0799, root_relative_squared_error: 0.4155, unweighted_recall: 0.8948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9425, kappa: 0.9396, kb_relative_information_score: 0.9221, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.074, weighted_recall: 0.9419, number_of_instances: 20000, precision: 0.9446, predictive_accuracy: 0.9419, prior_entropy: 4.6998, relative_absolute_error: 0.1284, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0653, root_relative_squared_error: 0.3394, unweighted_recall: 0.9417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9789, kappa: 0.9781, kb_relative_information_score: 0.9738, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.074, weighted_recall: 0.9789, number_of_instances: 20000, precision: 0.9789, predictive_accuracy: 0.9789, prior_entropy: 4.6998, relative_absolute_error: 0.0552, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0374, root_relative_squared_error: 0.1947, unweighted_recall: 0.9788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.93, kappa: 0.9271, kb_relative_information_score: 0.927, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.074, weighted_recall: 0.93, number_of_instances: 20000, precision: 0.9306, predictive_accuracy: 0.93, prior_entropy: 4.6998, relative_absolute_error: 0.139, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0639, root_relative_squared_error: 0.3325, unweighted_recall: 0.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9525, kappa: 0.9505, kb_relative_information_score: 0.9417, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.074, weighted_recall: 0.9525, number_of_instances: 20000, precision: 0.9528, predictive_accuracy: 0.9525, prior_entropy: 4.6998, relative_absolute_error: 0.1203, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0558, root_relative_squared_error: 0.2903, unweighted_recall: 0.9521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9485, kappa: 0.9463, kb_relative_information_score: 0.9472, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.074, weighted_recall: 0.9484, number_of_instances: 20000, precision: 0.9488, predictive_accuracy: 0.9484, prior_entropy: 4.6998, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0548, root_relative_squared_error: 0.2852, unweighted_recall: 0.9481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.8112, kappa: 0.8036, kb_relative_information_score: 0.8028, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.074, weighted_recall: 0.8112, number_of_instances: 20000, precision: 0.8133, predictive_accuracy: 0.8112, prior_entropy: 4.6998, relative_absolute_error: 0.3403, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1038, root_relative_squared_error: 0.5395, unweighted_recall: 0.8101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.77, kappa: 0.7603, kb_relative_information_score: 0.7622, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.074, weighted_recall: 0.7696, number_of_instances: 20000, precision: 0.7733, predictive_accuracy: 0.7696, prior_entropy: 4.6998, relative_absolute_error: 0.4016, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1137, root_relative_squared_error: 0.5912, unweighted_recall: 0.7685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9781, kappa: 0.9772, kb_relative_information_score: 0.9729, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.074, weighted_recall: 0.9781, number_of_instances: 20000, precision: 0.9781, predictive_accuracy: 0.9781, prior_entropy: 4.6998, relative_absolute_error: 0.0569, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.038, root_relative_squared_error: 0.1977, unweighted_recall: 0.9779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.8769, kappa: 0.8719, kb_relative_information_score: 0.8726, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.074, weighted_recall: 0.8769, number_of_instances: 20000, precision: 0.8782, predictive_accuracy: 0.8769, prior_entropy: 4.6998, relative_absolute_error: 0.2275, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.084, root_relative_squared_error: 0.4368, unweighted_recall: 0.8761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.7632, kappa: 0.753, kb_relative_information_score: 0.7545, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.074, weighted_recall: 0.7626, number_of_instances: 20000, precision: 0.7667, predictive_accuracy: 0.7626, prior_entropy: 4.6998, relative_absolute_error: 0.4135, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1155, root_relative_squared_error: 0.6006, unweighted_recall: 0.7615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9636, kappa: 0.9621, kb_relative_information_score: 0.9462, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.074, weighted_recall: 0.9636, number_of_instances: 20000, precision: 0.9637, predictive_accuracy: 0.9636, prior_entropy: 4.6998, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0522, root_relative_squared_error: 0.2716, unweighted_recall: 0.9634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, kappa: 0.2286, kb_relative_information_score: 0.1665, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.074, weighted_recall: 0.2576, number_of_instances: 20000, predictive_accuracy: 0.2576, prior_entropy: 4.6998, relative_absolute_error: 0.9699, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.9747, unweighted_recall: 0.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9481, kappa: 0.9459, kb_relative_information_score: 0.9398, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.074, weighted_recall: 0.948, number_of_instances: 20000, precision: 0.9485, predictive_accuracy: 0.948, prior_entropy: 4.6998, relative_absolute_error: 0.1217, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0572, root_relative_squared_error: 0.2972, unweighted_recall: 0.9476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9723, kappa: 0.9712, kb_relative_information_score: 0.9648, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.074, weighted_recall: 0.9724, number_of_instances: 20000, precision: 0.9724, predictive_accuracy: 0.9724, prior_entropy: 4.6998, relative_absolute_error: 0.0756, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.043, root_relative_squared_error: 0.2235, unweighted_recall: 0.9722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.685, kappa: 0.6746, kb_relative_information_score: 0.6943, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.074, weighted_recall: 0.6872, number_of_instances: 20000, precision: 0.6873, predictive_accuracy: 0.6872, prior_entropy: 4.6998, relative_absolute_error: 0.4971, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1292, root_relative_squared_error: 0.6717, unweighted_recall: 0.6861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.8479, kappa: 0.8419, kb_relative_information_score: 0.8378, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.074, weighted_recall: 0.848, number_of_instances: 20000, precision: 0.8492, predictive_accuracy: 0.848, prior_entropy: 4.6998, relative_absolute_error: 0.2919, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.4933, unweighted_recall: 0.8469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9588, kappa: 0.9572, kb_relative_information_score: 0.9465, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.074, weighted_recall: 0.9588, number_of_instances: 20000, precision: 0.9589, predictive_accuracy: 0.9588, prior_entropy: 4.6998, relative_absolute_error: 0.1079, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0533, root_relative_squared_error: 0.2769, unweighted_recall: 0.9587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9707, kappa: 0.9695, kb_relative_information_score: 0.9622, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.074, weighted_recall: 0.9707, number_of_instances: 20000, precision: 0.9708, predictive_accuracy: 0.9707, prior_entropy: 4.6998, relative_absolute_error: 0.0692, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0459, root_relative_squared_error: 0.2386, unweighted_recall: 0.9705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9784, kappa: 0.9775, kb_relative_information_score: 0.9736, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.074, weighted_recall: 0.9784, number_of_instances: 20000, precision: 0.9784, predictive_accuracy: 0.9784, prior_entropy: 4.6998, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0378, root_relative_squared_error: 0.1964, unweighted_recall: 0.9783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.7231, kappa: 0.7125, kb_relative_information_score: 0.7179, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.074, weighted_recall: 0.7236, number_of_instances: 20000, precision: 0.726, predictive_accuracy: 0.7236, prior_entropy: 4.6998, relative_absolute_error: 0.4674, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1238, root_relative_squared_error: 0.6439, unweighted_recall: 0.7224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9358, kappa: 0.9331, kb_relative_information_score: 0.9304, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.074, weighted_recall: 0.9357, number_of_instances: 20000, precision: 0.9362, predictive_accuracy: 0.9357, prior_entropy: 4.6998, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0622, root_relative_squared_error: 0.3234, unweighted_recall: 0.9353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9746, kappa: 0.9735, kb_relative_information_score: 0.9677, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.074, weighted_recall: 0.9746, number_of_instances: 20000, precision: 0.9746, predictive_accuracy: 0.9746, prior_entropy: 4.6998, relative_absolute_error: 0.0693, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.2152, unweighted_recall: 0.9744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9104, kappa: 0.9067, kb_relative_information_score: 0.906, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.074, weighted_recall: 0.9103, number_of_instances: 20000, precision: 0.9112, predictive_accuracy: 0.9103, prior_entropy: 4.6998, relative_absolute_error: 0.1752, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.3762, unweighted_recall: 0.9098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.8099, kappa: 0.8023, kb_relative_information_score: 0.8014, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.074, weighted_recall: 0.8099, number_of_instances: 20000, precision: 0.8121, predictive_accuracy: 0.8099, prior_entropy: 4.6998, relative_absolute_error: 0.3425, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.5415, unweighted_recall: 0.8088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.8841, kappa: 0.8788, kb_relative_information_score: 0.8817, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.074, weighted_recall: 0.8835, number_of_instances: 20000, precision: 0.8853, predictive_accuracy: 0.8835, prior_entropy: 4.6998, relative_absolute_error: 0.2063, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0811, root_relative_squared_error: 0.4218, unweighted_recall: 0.8829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.972, kappa: 0.9708, kb_relative_information_score: 0.963, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.074, weighted_recall: 0.972, number_of_instances: 20000, precision: 0.972, predictive_accuracy: 0.972, prior_entropy: 4.6998, relative_absolute_error: 0.0794, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0439, root_relative_squared_error: 0.2282, unweighted_recall: 0.9718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.7855, kappa: 0.7765, kb_relative_information_score: 0.7821, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.074, weighted_recall: 0.7852, number_of_instances: 20000, precision: 0.7883, predictive_accuracy: 0.7852, prior_entropy: 4.6998, relative_absolute_error: 0.3689, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1089, root_relative_squared_error: 0.5662, unweighted_recall: 0.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9782, kappa: 0.9774, kb_relative_information_score: 0.974, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.074, weighted_recall: 0.9783, number_of_instances: 20000, precision: 0.9783, predictive_accuracy: 0.9783, prior_entropy: 4.6998, relative_absolute_error: 0.0545, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0374, root_relative_squared_error: 0.1943, unweighted_recall: 0.9781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8171, f_measure: 0.2235, kappa: 0.1882, kb_relative_information_score: 0.179, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, weighted_recall: 0.2194, number_of_instances: 20000, precision: 0.3208, predictive_accuracy: 0.2194, prior_entropy: 4.6998, relative_absolute_error: 0.9606, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.9743, unweighted_recall: 0.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9486, kappa: 0.9464, kb_relative_information_score: 0.9386, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.074, weighted_recall: 0.9485, number_of_instances: 20000, precision: 0.9489, predictive_accuracy: 0.9485, prior_entropy: 4.6998, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0575, root_relative_squared_error: 0.2991, unweighted_recall: 0.9482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9217, kappa: 0.916, kb_relative_information_score: 0.8984, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.074, weighted_recall: 0.9192, number_of_instances: 20000, precision: 0.9262, predictive_accuracy: 0.9192, prior_entropy: 4.6998, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.3872, unweighted_recall: 0.9188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.4634, kappa: 0.4592, kb_relative_information_score: 0.3874, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.074, weighted_recall: 0.4798, number_of_instances: 20000, precision: 0.5421, predictive_accuracy: 0.4798, prior_entropy: 4.6998, relative_absolute_error: 0.8549, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.8906, unweighted_recall: 0.4802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9633, kappa: 0.9618, kb_relative_information_score: 0.9554, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.074, weighted_recall: 0.9633, number_of_instances: 20000, precision: 0.9635, predictive_accuracy: 0.9633, prior_entropy: 4.6998, relative_absolute_error: 0.094, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0489, root_relative_squared_error: 0.2541, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9695, kappa: 0.9683, kb_relative_information_score: 0.9619, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.074, weighted_recall: 0.9695, number_of_instances: 20000, precision: 0.9696, predictive_accuracy: 0.9695, prior_entropy: 4.6998, relative_absolute_error: 0.0815, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.045, root_relative_squared_error: 0.2338, unweighted_recall: 0.9693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9772, kappa: 0.9763, kb_relative_information_score: 0.9718, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.074, weighted_recall: 0.9772, number_of_instances: 20000, precision: 0.9772, predictive_accuracy: 0.9772, prior_entropy: 4.6998, relative_absolute_error: 0.0594, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0388, root_relative_squared_error: 0.2016, unweighted_recall: 0.9771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9616, kappa: 0.96, kb_relative_information_score: 0.957, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.074, weighted_recall: 0.9616, number_of_instances: 20000, precision: 0.9617, predictive_accuracy: 0.9616, prior_entropy: 4.6998, relative_absolute_error: 0.0885, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0486, root_relative_squared_error: 0.2529, unweighted_recall: 0.9613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9596, kappa: 0.9579, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.074, weighted_recall: 0.9596, number_of_instances: 20000, precision: 0.9596, predictive_accuracy: 0.9596, prior_entropy: 4.6998, relative_absolute_error: 0.1288, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0552, root_relative_squared_error: 0.2869, unweighted_recall: 0.9593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9646, kappa: 0.9632, kb_relative_information_score: 0.9492, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.074, weighted_recall: 0.9646, number_of_instances: 20000, precision: 0.9646, predictive_accuracy: 0.9646, prior_entropy: 4.6998, relative_absolute_error: 0.1092, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0509, root_relative_squared_error: 0.2648, unweighted_recall: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.8429, kappa: 0.8366, kb_relative_information_score: 0.8328, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.074, weighted_recall: 0.8429, number_of_instances: 20000, precision: 0.8445, predictive_accuracy: 0.8429, prior_entropy: 4.6998, relative_absolute_error: 0.2978, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.5, unweighted_recall: 0.8419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9046, kappa: 0.2216, kb_relative_information_score: 0.1655, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.074, weighted_recall: 0.2509, number_of_instances: 20000, predictive_accuracy: 0.2509, prior_entropy: 4.6998, relative_absolute_error: 0.9702, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1875, root_relative_squared_error: 0.975, unweighted_recall: 0.2516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.4742, kappa: 0.4685, kb_relative_information_score: 0.4283, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.074, weighted_recall: 0.4887, number_of_instances: 20000, precision: 0.55, predictive_accuracy: 0.4887, prior_entropy: 4.6998, relative_absolute_error: 0.8181, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1673, root_relative_squared_error: 0.8701, unweighted_recall: 0.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.2749, kappa: 0.2825, kb_relative_information_score: 0.1762, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.074, weighted_recall: 0.3096, number_of_instances: 20000, precision: 0.4316, predictive_accuracy: 0.3096, prior_entropy: 4.6998, relative_absolute_error: 0.9674, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.187, root_relative_squared_error: 0.9722, unweighted_recall: 0.3092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.8497, kappa: 0.8437, kb_relative_information_score: 0.8395, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.074, weighted_recall: 0.8498, number_of_instances: 20000, precision: 0.851, predictive_accuracy: 0.8498, prior_entropy: 4.6998, relative_absolute_error: 0.2891, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.4907, unweighted_recall: 0.8488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.973, kappa: 0.9719, kb_relative_information_score: 0.9639, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.074, weighted_recall: 0.973, number_of_instances: 20000, precision: 0.973, predictive_accuracy: 0.973, prior_entropy: 4.6998, relative_absolute_error: 0.0769, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0434, root_relative_squared_error: 0.2259, unweighted_recall: 0.9728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.7494, kappa: 0.7386, kb_relative_information_score: 0.7437, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.074, weighted_recall: 0.7487, number_of_instances: 20000, precision: 0.7531, predictive_accuracy: 0.7487, prior_entropy: 4.6998, relative_absolute_error: 0.4267, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1181, root_relative_squared_error: 0.614, unweighted_recall: 0.7477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.7851, kappa: 0.7763, kb_relative_information_score: 0.7758, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.074, weighted_recall: 0.785, number_of_instances: 20000, precision: 0.7875, predictive_accuracy: 0.785, prior_entropy: 4.6998, relative_absolute_error: 0.3824, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1105, root_relative_squared_error: 0.5744, unweighted_recall: 0.7838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9099, kappa: 0.9062, kb_relative_information_score: 0.9006, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.074, weighted_recall: 0.9098, number_of_instances: 20000, precision: 0.9105, predictive_accuracy: 0.9098, prior_entropy: 4.6998, relative_absolute_error: 0.1899, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0738, root_relative_squared_error: 0.3839, unweighted_recall: 0.9093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.8436, kappa: 0.8372, kb_relative_information_score: 0.8357, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.074, weighted_recall: 0.8435, number_of_instances: 20000, precision: 0.8453, predictive_accuracy: 0.8435, prior_entropy: 4.6998, relative_absolute_error: 0.2874, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0948, root_relative_squared_error: 0.493, unweighted_recall: 0.8425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.8419, kappa: 0.8355, kb_relative_information_score: 0.836, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.074, weighted_recall: 0.8418, number_of_instances: 20000, precision: 0.8439, predictive_accuracy: 0.8418, prior_entropy: 4.6998, relative_absolute_error: 0.2844, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0948, root_relative_squared_error: 0.4932, unweighted_recall: 0.8408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9637, kappa: 0.9622, kb_relative_information_score: 0.9478, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.074, weighted_recall: 0.9637, number_of_instances: 20000, precision: 0.9638, predictive_accuracy: 0.9637, prior_entropy: 4.6998, relative_absolute_error: 0.1122, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0515, root_relative_squared_error: 0.2677, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9594, kappa: 0.9577, kb_relative_information_score: 0.9417, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.074, weighted_recall: 0.9594, number_of_instances: 20000, precision: 0.9595, predictive_accuracy: 0.9594, prior_entropy: 4.6998, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0546, root_relative_squared_error: 0.2839, unweighted_recall: 0.9591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.967, kappa: 0.9657, kb_relative_information_score: 0.9622, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.074, weighted_recall: 0.967, number_of_instances: 20000, precision: 0.9671, predictive_accuracy: 0.967, prior_entropy: 4.6998, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0454, root_relative_squared_error: 0.2359, unweighted_recall: 0.9668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9754, kappa: 0.9744, kb_relative_information_score: 0.9725, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.074, weighted_recall: 0.9754, number_of_instances: 20000, precision: 0.9754, predictive_accuracy: 0.9754, prior_entropy: 4.6998, relative_absolute_error: 0.0582, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0389, root_relative_squared_error: 0.2025, unweighted_recall: 0.9752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9729, kappa: 0.9718, kb_relative_information_score: 0.9664, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.074, weighted_recall: 0.9729, number_of_instances: 20000, precision: 0.9729, predictive_accuracy: 0.9729, prior_entropy: 4.6998, relative_absolute_error: 0.0642, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0433, root_relative_squared_error: 0.2253, unweighted_recall: 0.9727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.947, kappa: 0.944, kb_relative_information_score: 0.9246, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.9462, number_of_instances: 20000, precision: 0.9496, predictive_accuracy: 0.9462, prior_entropy: 4.6998, relative_absolute_error: 0.1228, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0633, root_relative_squared_error: 0.3292, unweighted_recall: 0.9459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9741, kappa: 0.9731, kb_relative_information_score: 0.968, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.074, weighted_recall: 0.9741, number_of_instances: 20000, precision: 0.9741, predictive_accuracy: 0.9741, prior_entropy: 4.6998, relative_absolute_error: 0.0623, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0422, root_relative_squared_error: 0.2194, unweighted_recall: 0.9739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8178, kappa: 0.1957, kb_relative_information_score: 0.123, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.074, weighted_recall: 0.2258, number_of_instances: 20000, predictive_accuracy: 0.2258, prior_entropy: 4.6998, relative_absolute_error: 0.9664, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.9761, unweighted_recall: 0.2276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9716, kappa: 0.9705, kb_relative_information_score: 0.961, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.074, weighted_recall: 0.9717, number_of_instances: 20000, precision: 0.9717, predictive_accuracy: 0.9717, prior_entropy: 4.6998, relative_absolute_error: 0.0838, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.045, root_relative_squared_error: 0.2338, unweighted_recall: 0.9715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8962, f_measure: 0.4097, kappa: 0.3881, kb_relative_information_score: 0.2306, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.074, weighted_recall: 0.4118, number_of_instances: 20000, precision: 0.4783, predictive_accuracy: 0.4118, prior_entropy: 4.6998, relative_absolute_error: 0.928, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.181, root_relative_squared_error: 0.9412, unweighted_recall: 0.4098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.5908, kappa: 0.5721, kb_relative_information_score: 0.5912, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.074, weighted_recall: 0.5886, number_of_instances: 20000, precision: 0.5987, predictive_accuracy: 0.5886, prior_entropy: 4.6998, relative_absolute_error: 0.6402, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.148, root_relative_squared_error: 0.7699, unweighted_recall: 0.5873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.8603, kappa: 0.8547, kb_relative_information_score: 0.8442, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.074, weighted_recall: 0.8603, number_of_instances: 20000, precision: 0.8614, predictive_accuracy: 0.8603, prior_entropy: 4.6998, relative_absolute_error: 0.2887, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.093, root_relative_squared_error: 0.4836, unweighted_recall: 0.8593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.8601, kappa: 0.8544, kb_relative_information_score: 0.8397, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.074, weighted_recall: 0.86, number_of_instances: 20000, precision: 0.8611, predictive_accuracy: 0.86, prior_entropy: 4.6998, relative_absolute_error: 0.3, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0939, root_relative_squared_error: 0.4885, unweighted_recall: 0.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9403, kappa: 0.9379, kb_relative_information_score: 0.9336, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.074, weighted_recall: 0.9403, number_of_instances: 20000, precision: 0.9408, predictive_accuracy: 0.9403, prior_entropy: 4.6998, relative_absolute_error: 0.1317, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0604, root_relative_squared_error: 0.3143, unweighted_recall: 0.9399,

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

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

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