Task
Supervised Classification on letter

Supervised Classification on letter

Task 6 Supervised Classification letter 34963 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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34963 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, kappa: 0.4043, kb_relative_information_score: 0.4684, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.074, weighted_recall: 0.4275, number_of_instances: 20000, predictive_accuracy: 0.4275, prior_entropy: 4.6998, relative_absolute_error: 0.7147, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.8458, unweighted_recall: 0.4253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.0326, kb_relative_information_score: 0.0575, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, weighted_recall: 0.0718, number_of_instances: 20000, predictive_accuracy: 0.0718, prior_entropy: 4.6998, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9887, unweighted_recall: 0.0688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.0326, kb_relative_information_score: 0.0575, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, weighted_recall: 0.0718, number_of_instances: 20000, predictive_accuracy: 0.0718, prior_entropy: 4.6998, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9887, unweighted_recall: 0.0688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9188, f_measure: 0.6334, kappa: 0.6179, kb_relative_information_score: 0.6757, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.074, weighted_recall: 0.6327, number_of_instances: 20000, precision: 0.6358, predictive_accuracy: 0.6327, prior_entropy: 4.6998, relative_absolute_error: 0.497, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1396, root_relative_squared_error: 0.7257, unweighted_recall: 0.6321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9192, f_measure: 0.6341, kappa: 0.6186, kb_relative_information_score: 0.677, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.074, weighted_recall: 0.6333, number_of_instances: 20000, precision: 0.6362, predictive_accuracy: 0.6333, prior_entropy: 4.6998, relative_absolute_error: 0.4948, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.7249, unweighted_recall: 0.6328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9379, f_measure: 0.8807, kappa: 0.8759, kb_relative_information_score: 0.8791, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.074, weighted_recall: 0.8807, number_of_instances: 20000, precision: 0.8809, predictive_accuracy: 0.8807, prior_entropy: 4.6998, relative_absolute_error: 0.1241, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0958, root_relative_squared_error: 0.4983, unweighted_recall: 0.8804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.8818, kappa: 0.877, kb_relative_information_score: 0.8803, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8818, number_of_instances: 20000, precision: 0.882, predictive_accuracy: 0.8818, prior_entropy: 4.6998, relative_absolute_error: 0.123, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.496, unweighted_recall: 0.8815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9388, f_measure: 0.8824, kappa: 0.8776, kb_relative_information_score: 0.8809, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.074, weighted_recall: 0.8824, number_of_instances: 20000, precision: 0.8826, predictive_accuracy: 0.8824, prior_entropy: 4.6998, relative_absolute_error: 0.1224, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.4947, unweighted_recall: 0.8821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9681, kappa: 0.9668, kb_relative_information_score: 0.9676, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.074, weighted_recall: 0.9681, number_of_instances: 20000, precision: 0.9683, predictive_accuracy: 0.9681, prior_entropy: 4.6998, relative_absolute_error: 0.0332, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0496, root_relative_squared_error: 0.2578, usercpu_time_millis: 169.31, usercpu_time_millis_testing: 1.95, usercpu_time_millis_training: 167.36, unweighted_recall: 0.9678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5302, f_measure: 0.1021, kappa: 0.0604, kb_relative_information_score: 0.0857, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.074, weighted_recall: 0.0966, number_of_instances: 20000, precision: 0.1424, predictive_accuracy: 0.0966, prior_entropy: 4.6998, relative_absolute_error: 0.9396, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.3708, unweighted_recall: 0.0965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.926, kappa: 0.9229, kb_relative_information_score: 0.9215, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.074, weighted_recall: 0.9259, number_of_instances: 20000, precision: 0.9265, predictive_accuracy: 0.9259, prior_entropy: 4.6998, relative_absolute_error: 0.1522, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0664, root_relative_squared_error: 0.3451, unweighted_recall: 0.9255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8763, f_measure: 0.6322, kappa: 0.6167, kb_relative_information_score: 0.6485, mean_absolute_error: 0.0305, mean_prior_absolute_error: 0.074, weighted_recall: 0.6315, number_of_instances: 20000, precision: 0.6381, predictive_accuracy: 0.6315, prior_entropy: 4.6998, relative_absolute_error: 0.4125, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1531, root_relative_squared_error: 0.7962, unweighted_recall: 0.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5267, f_measure: 0.1426, kappa: 0.0906, kb_relative_information_score: 0.1156, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.074, weighted_recall: 0.1253, number_of_instances: 20000, precision: 0.2383, predictive_accuracy: 0.1253, prior_entropy: 4.6998, relative_absolute_error: 0.9117, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2591, root_relative_squared_error: 1.3472, unweighted_recall: 0.1255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6098, f_measure: 0.3698, kappa: 0.3376, kb_relative_information_score: 0.3627, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.074, weighted_recall: 0.3632, number_of_instances: 20000, precision: 0.4, predictive_accuracy: 0.3632, prior_entropy: 4.6998, relative_absolute_error: 0.6753, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2176, root_relative_squared_error: 1.1318, unweighted_recall: 0.3624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5428, f_measure: 0.1359, kappa: 0.094, kb_relative_information_score: 0.1189, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.074, weighted_recall: 0.1287, number_of_instances: 20000, precision: 0.1784, predictive_accuracy: 0.1287, prior_entropy: 4.6998, relative_absolute_error: 0.9064, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2586, root_relative_squared_error: 1.345, unweighted_recall: 0.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9416, kappa: 0.9392, kb_relative_information_score: 0.944, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.074, weighted_recall: 0.9415, number_of_instances: 20000, precision: 0.9418, predictive_accuracy: 0.9415, prior_entropy: 4.6998, relative_absolute_error: 0.1035, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0581, root_relative_squared_error: 0.302, unweighted_recall: 0.9412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5189, f_measure: 0.1089, kappa: 0.0613, kb_relative_information_score: 0.0874, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.074, weighted_recall: 0.0977, number_of_instances: 20000, precision: 0.1612, predictive_accuracy: 0.0977, prior_entropy: 4.6998, relative_absolute_error: 0.9395, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2631, root_relative_squared_error: 1.3681, unweighted_recall: 0.0974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9381, kappa: 0.9355, kb_relative_information_score: 0.9445, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.074, weighted_recall: 0.938, number_of_instances: 20000, precision: 0.9384, predictive_accuracy: 0.938, prior_entropy: 4.6998, relative_absolute_error: 0.0895, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0605, root_relative_squared_error: 0.3146, unweighted_recall: 0.9377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.941, kappa: 0.9385, kb_relative_information_score: 0.9411, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.074, weighted_recall: 0.9409, number_of_instances: 20000, precision: 0.9411, predictive_accuracy: 0.9409, prior_entropy: 4.6998, relative_absolute_error: 0.1147, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0587, root_relative_squared_error: 0.3054, unweighted_recall: 0.9407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5315, f_measure: 0.1361, kappa: 0.0924, kb_relative_information_score: 0.1185, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.074, weighted_recall: 0.1273, number_of_instances: 20000, precision: 0.1914, predictive_accuracy: 0.1273, prior_entropy: 4.6998, relative_absolute_error: 0.9087, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2587, root_relative_squared_error: 1.3453, unweighted_recall: 0.1279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5191, f_measure: 0.1019, kappa: 0.06, kb_relative_information_score: 0.0864, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.074, weighted_recall: 0.0961, number_of_instances: 20000, precision: 0.1495, predictive_accuracy: 0.0961, prior_entropy: 4.6998, relative_absolute_error: 0.9407, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2634, root_relative_squared_error: 1.3698, unweighted_recall: 0.0962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.8686, kappa: 0.8631, kb_relative_information_score: 0.8702, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.074, weighted_recall: 0.8684, number_of_instances: 20000, precision: 0.8692, predictive_accuracy: 0.8684, prior_entropy: 4.6998, relative_absolute_error: 0.21, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0875, root_relative_squared_error: 0.4552, unweighted_recall: 0.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.866, kappa: 0.8604, kb_relative_information_score: 0.8738, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.074, weighted_recall: 0.8658, number_of_instances: 20000, precision: 0.8672, predictive_accuracy: 0.8658, prior_entropy: 4.6998, relative_absolute_error: 0.1846, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0896, root_relative_squared_error: 0.4659, unweighted_recall: 0.8655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.716, f_measure: 0.5596, kappa: 0.5289, kb_relative_information_score: 0.5528, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.074, weighted_recall: 0.5471, number_of_instances: 20000, precision: 0.5858, predictive_accuracy: 0.5471, prior_entropy: 4.6998, relative_absolute_error: 0.5053, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1802, root_relative_squared_error: 0.9372, unweighted_recall: 0.5466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9444, kappa: 0.9422, kb_relative_information_score: 0.9466, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.074, weighted_recall: 0.9444, number_of_instances: 20000, precision: 0.9446, predictive_accuracy: 0.9444, prior_entropy: 4.6998, relative_absolute_error: 0.0989, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.057, root_relative_squared_error: 0.2964, unweighted_recall: 0.9442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9157, kappa: 0.912, kb_relative_information_score: 0.9098, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.074, weighted_recall: 0.9154, number_of_instances: 20000, precision: 0.9163, predictive_accuracy: 0.9154, prior_entropy: 4.6998, relative_absolute_error: 0.1718, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0704, root_relative_squared_error: 0.3659, unweighted_recall: 0.9151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9054, kappa: 0.9012, kb_relative_information_score: 0.8904, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.074, weighted_recall: 0.905, number_of_instances: 20000, precision: 0.9066, predictive_accuracy: 0.905, prior_entropy: 4.6998, relative_absolute_error: 0.2118, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0763, root_relative_squared_error: 0.3966, unweighted_recall: 0.9046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6464, f_measure: 0.4258, kappa: 0.3961, kb_relative_information_score: 0.4232, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.074, weighted_recall: 0.4193, number_of_instances: 20000, precision: 0.4555, predictive_accuracy: 0.4193, prior_entropy: 4.6998, relative_absolute_error: 0.6218, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.206, root_relative_squared_error: 1.0715, unweighted_recall: 0.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.8028, kappa: 0.7946, kb_relative_information_score: 0.8088, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.074, weighted_recall: 0.8025, number_of_instances: 20000, precision: 0.8039, predictive_accuracy: 0.8025, prior_entropy: 4.6998, relative_absolute_error: 0.2767, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1068, root_relative_squared_error: 0.5551, unweighted_recall: 0.8021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.7708, kappa: 0.7609, kb_relative_information_score: 0.7735, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.074, weighted_recall: 0.7702, number_of_instances: 20000, precision: 0.7724, predictive_accuracy: 0.7702, prior_entropy: 4.6998, relative_absolute_error: 0.3281, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.5867, unweighted_recall: 0.7697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9279, kappa: 0.9248, kb_relative_information_score: 0.921, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.074, weighted_recall: 0.9277, number_of_instances: 20000, precision: 0.9285, predictive_accuracy: 0.9277, prior_entropy: 4.6998, relative_absolute_error: 0.1549, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0658, root_relative_squared_error: 0.3423, unweighted_recall: 0.9274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, f_measure: 0.2125, kappa: 0.1664, kb_relative_information_score: 0.1938, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.074, weighted_recall: 0.1984, number_of_instances: 20000, precision: 0.2588, predictive_accuracy: 0.1984, prior_entropy: 4.6998, relative_absolute_error: 0.8368, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2468, root_relative_squared_error: 1.2835, unweighted_recall: 0.1983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8595, f_measure: 0.7195, kappa: 0.7091, kb_relative_information_score: 0.7295, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.074, weighted_recall: 0.7203, number_of_instances: 20000, precision: 0.7212, predictive_accuracy: 0.7203, prior_entropy: 4.6998, relative_absolute_error: 0.3299, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1362, root_relative_squared_error: 0.7083, unweighted_recall: 0.7196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.8448, kappa: 0.8385, kb_relative_information_score: 0.8521, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.074, weighted_recall: 0.8447, number_of_instances: 20000, precision: 0.8455, predictive_accuracy: 0.8447, prior_entropy: 4.6998, relative_absolute_error: 0.2203, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.096, root_relative_squared_error: 0.499, unweighted_recall: 0.8443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5182, f_measure: 0.0789, kappa: 0.0396, kb_relative_information_score: 0.0658, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, weighted_recall: 0.0768, number_of_instances: 20000, precision: 0.1079, predictive_accuracy: 0.0768, prior_entropy: 4.6998, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2664, root_relative_squared_error: 1.3854, unweighted_recall: 0.0765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9448, kappa: 0.9425, kb_relative_information_score: 0.9475, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.074, weighted_recall: 0.9447, number_of_instances: 20000, precision: 0.9449, predictive_accuracy: 0.9447, prior_entropy: 4.6998, relative_absolute_error: 0.0987, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0565, root_relative_squared_error: 0.294, unweighted_recall: 0.9444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9185, kappa: 0.915, kb_relative_information_score: 0.91, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.074, weighted_recall: 0.9183, number_of_instances: 20000, precision: 0.9192, predictive_accuracy: 0.9183, prior_entropy: 4.6998, relative_absolute_error: 0.1742, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0699, root_relative_squared_error: 0.3633, unweighted_recall: 0.9179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9112, kappa: 0.9073, kb_relative_information_score: 0.8976, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.074, weighted_recall: 0.9109, number_of_instances: 20000, precision: 0.9122, predictive_accuracy: 0.9109, prior_entropy: 4.6998, relative_absolute_error: 0.1989, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0739, root_relative_squared_error: 0.3841, unweighted_recall: 0.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.8209, kappa: 0.8117, kb_relative_information_score: 0.7689, mean_absolute_error: 0.0295, mean_prior_absolute_error: 0.074, weighted_recall: 0.819, number_of_instances: 20000, precision: 0.8274, predictive_accuracy: 0.819, prior_entropy: 4.6998, relative_absolute_error: 0.3993, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.5518, unweighted_recall: 0.8184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9423, kappa: 0.9399, kb_relative_information_score: 0.9473, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.074, weighted_recall: 0.9423, number_of_instances: 20000, precision: 0.9425, predictive_accuracy: 0.9423, prior_entropy: 4.6998, relative_absolute_error: 0.0918, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.2999, unweighted_recall: 0.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9327, kappa: 0.93, kb_relative_information_score: 0.9307, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.074, weighted_recall: 0.9327, number_of_instances: 20000, precision: 0.9331, predictive_accuracy: 0.9327, prior_entropy: 4.6998, relative_absolute_error: 0.1329, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0631, root_relative_squared_error: 0.3282, unweighted_recall: 0.9324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9487, kappa: 0.9465, kb_relative_information_score: 0.952, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.074, weighted_recall: 0.9486, number_of_instances: 20000, precision: 0.9489, predictive_accuracy: 0.9486, prior_entropy: 4.6998, relative_absolute_error: 0.088, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0547, root_relative_squared_error: 0.2842, unweighted_recall: 0.9484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7897, f_measure: 0.5986, kappa: 0.5837, kb_relative_information_score: 0.613, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.074, weighted_recall: 0.5998, number_of_instances: 20000, precision: 0.6016, predictive_accuracy: 0.5998, prior_entropy: 4.6998, relative_absolute_error: 0.4485, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.859, unweighted_recall: 0.5993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.7496, kappa: 0.7378, kb_relative_information_score: 0.6625, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.074, weighted_recall: 0.7479, number_of_instances: 20000, precision: 0.7579, predictive_accuracy: 0.7479, prior_entropy: 4.6998, relative_absolute_error: 0.559, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.6587, unweighted_recall: 0.7473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.6466, kappa: 0.633, kb_relative_information_score: 0.664, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.074, weighted_recall: 0.6472, number_of_instances: 20000, precision: 0.6523, predictive_accuracy: 0.6472, prior_entropy: 4.6998, relative_absolute_error: 0.4063, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1493, root_relative_squared_error: 0.7763, unweighted_recall: 0.6466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8364, f_measure: 0.5529, kappa: 0.5328, kb_relative_information_score: 0.5696, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.074, weighted_recall: 0.5507, number_of_instances: 20000, precision: 0.5722, predictive_accuracy: 0.5507, prior_entropy: 4.6998, relative_absolute_error: 0.4824, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1739, root_relative_squared_error: 0.9044, unweighted_recall: 0.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5303, f_measure: 0.1015, kappa: 0.0605, kb_relative_information_score: 0.0858, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.074, weighted_recall: 0.0968, number_of_instances: 20000, precision: 0.1385, predictive_accuracy: 0.0968, prior_entropy: 4.6998, relative_absolute_error: 0.9394, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.3707, unweighted_recall: 0.0967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9369, kappa: 0.9343, kb_relative_information_score: 0.9367, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.9368, number_of_instances: 20000, precision: 0.9372, predictive_accuracy: 0.9368, prior_entropy: 4.6998, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0605, root_relative_squared_error: 0.3148, unweighted_recall: 0.9365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9461, kappa: 0.9438, kb_relative_information_score: 0.9522, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.074, weighted_recall: 0.946, number_of_instances: 20000, precision: 0.9463, predictive_accuracy: 0.946, prior_entropy: 4.6998, relative_absolute_error: 0.0817, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0558, root_relative_squared_error: 0.2903, unweighted_recall: 0.9458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.7801, kappa: 0.7708, kb_relative_information_score: 0.7909, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.074, weighted_recall: 0.7797, number_of_instances: 20000, precision: 0.7828, predictive_accuracy: 0.7797, prior_entropy: 4.6998, relative_absolute_error: 0.2759, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.615, unweighted_recall: 0.7794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9435, kappa: 0.9411, kb_relative_information_score: 0.9477, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.074, weighted_recall: 0.9434, number_of_instances: 20000, precision: 0.9438, predictive_accuracy: 0.9434, prior_entropy: 4.6998, relative_absolute_error: 0.097, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0568, root_relative_squared_error: 0.2953, unweighted_recall: 0.9432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9462, kappa: 0.944, kb_relative_information_score: 0.9495, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.074, weighted_recall: 0.9462, number_of_instances: 20000, precision: 0.9465, predictive_accuracy: 0.9462, prior_entropy: 4.6998, relative_absolute_error: 0.0962, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0556, root_relative_squared_error: 0.2891, unweighted_recall: 0.9459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7247, f_measure: 0.4666, kappa: 0.442, kb_relative_information_score: 0.4751, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.074, weighted_recall: 0.4634, number_of_instances: 20000, precision: 0.4855, predictive_accuracy: 0.4634, prior_entropy: 4.6998, relative_absolute_error: 0.5669, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1964, root_relative_squared_error: 1.0215, unweighted_recall: 0.4639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5675, f_measure: 0.2735, kappa: 0.2325, kb_relative_information_score: 0.2587, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.074, weighted_recall: 0.2619, number_of_instances: 20000, precision: 0.3117, predictive_accuracy: 0.2619, prior_entropy: 4.6998, relative_absolute_error: 0.7735, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2362, root_relative_squared_error: 1.2284, unweighted_recall: 0.2611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5298, f_measure: 0.1, kappa: 0.0595, kb_relative_information_score: 0.0846, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.074, weighted_recall: 0.0955, number_of_instances: 20000, precision: 0.1442, predictive_accuracy: 0.0955, prior_entropy: 4.6998, relative_absolute_error: 0.9407, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2638, root_relative_squared_error: 1.3717, unweighted_recall: 0.0956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9444, kappa: 0.9421, kb_relative_information_score: 0.9452, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.074, weighted_recall: 0.9444, number_of_instances: 20000, precision: 0.9447, predictive_accuracy: 0.9444, prior_entropy: 4.6998, relative_absolute_error: 0.1054, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0571, root_relative_squared_error: 0.297, unweighted_recall: 0.9441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9322, f_measure: 0.8256, kappa: 0.8186, kb_relative_information_score: 0.8319, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.074, weighted_recall: 0.8256, number_of_instances: 20000, precision: 0.8268, predictive_accuracy: 0.8256, prior_entropy: 4.6998, relative_absolute_error: 0.2269, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.106, root_relative_squared_error: 0.5511, unweighted_recall: 0.8249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7453, f_measure: 0.5628, kappa: 0.5425, kb_relative_information_score: 0.5714, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.074, weighted_recall: 0.5601, number_of_instances: 20000, precision: 0.5741, predictive_accuracy: 0.5601, prior_entropy: 4.6998, relative_absolute_error: 0.4757, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.176, root_relative_squared_error: 0.9153, unweighted_recall: 0.5597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9502, kappa: 0.9481, kb_relative_information_score: 0.9522, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.074, weighted_recall: 0.9501, number_of_instances: 20000, precision: 0.9503, predictive_accuracy: 0.9501, prior_entropy: 4.6998, relative_absolute_error: 0.0888, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0543, root_relative_squared_error: 0.2821, unweighted_recall: 0.9499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5208, f_measure: 0.0796, kappa: 0.0416, kb_relative_information_score: 0.0673, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.074, weighted_recall: 0.0783, number_of_instances: 20000, precision: 0.1265, predictive_accuracy: 0.0783, prior_entropy: 4.6998, relative_absolute_error: 0.9586, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2663, root_relative_squared_error: 1.3846, unweighted_recall: 0.0788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8615, f_measure: 0.7347, kappa: 0.7233, kb_relative_information_score: 0.7435, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.074, weighted_recall: 0.734, number_of_instances: 20000, precision: 0.7424, predictive_accuracy: 0.734, prior_entropy: 4.6998, relative_absolute_error: 0.3182, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1334, root_relative_squared_error: 0.6935, unweighted_recall: 0.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, f_measure: 0.612, kappa: 0.5999, kb_relative_information_score: 0.6326, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.074, weighted_recall: 0.6153, number_of_instances: 20000, precision: 0.6212, predictive_accuracy: 0.6153, prior_entropy: 4.6998, relative_absolute_error: 0.4375, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1523, root_relative_squared_error: 0.792, unweighted_recall: 0.6147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9491, kappa: 0.947, kb_relative_information_score: 0.9531, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.074, weighted_recall: 0.949, number_of_instances: 20000, precision: 0.9493, predictive_accuracy: 0.949, prior_entropy: 4.6998, relative_absolute_error: 0.0874, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0541, root_relative_squared_error: 0.2813, unweighted_recall: 0.9488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8335, f_measure: 0.5682, kappa: 0.5491, kb_relative_information_score: 0.5805, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.074, weighted_recall: 0.5664, number_of_instances: 20000, precision: 0.5879, predictive_accuracy: 0.5664, prior_entropy: 4.6998, relative_absolute_error: 0.4713, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.8897, unweighted_recall: 0.5663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7517, f_measure: 0.5745, kappa: 0.5599, kb_relative_information_score: 0.5845, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.074, weighted_recall: 0.5769, number_of_instances: 20000, precision: 0.5839, predictive_accuracy: 0.5769, prior_entropy: 4.6998, relative_absolute_error: 0.4661, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1723, root_relative_squared_error: 0.8959, unweighted_recall: 0.5756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9251, kappa: 0.922, kb_relative_information_score: 0.9221, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.074, weighted_recall: 0.925, number_of_instances: 20000, precision: 0.9257, predictive_accuracy: 0.925, prior_entropy: 4.6998, relative_absolute_error: 0.1506, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.3445, unweighted_recall: 0.9247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5183, f_measure: 0.1185, kappa: 0.0755, kb_relative_information_score: 0.1013, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.074, weighted_recall: 0.1109, number_of_instances: 20000, precision: 0.1724, predictive_accuracy: 0.1109, prior_entropy: 4.6998, relative_absolute_error: 0.9271, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2611, root_relative_squared_error: 1.3576, unweighted_recall: 0.1111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.891, f_measure: 0.7362, kappa: 0.7259, kb_relative_information_score: 0.7457, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.074, weighted_recall: 0.7365, number_of_instances: 20000, precision: 0.7387, predictive_accuracy: 0.7365, prior_entropy: 4.6998, relative_absolute_error: 0.3276, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.6729, unweighted_recall: 0.736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8373, f_measure: 0.6866, kappa: 0.674, kb_relative_information_score: 0.6962, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.074, weighted_recall: 0.6866, number_of_instances: 20000, precision: 0.6916, predictive_accuracy: 0.6866, prior_entropy: 4.6998, relative_absolute_error: 0.3642, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1444, root_relative_squared_error: 0.7511, unweighted_recall: 0.6859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6588, f_measure: 0.464, kappa: 0.4372, kb_relative_information_score: 0.4658, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.074, weighted_recall: 0.4589, number_of_instances: 20000, precision: 0.4809, predictive_accuracy: 0.4589, prior_entropy: 4.6998, relative_absolute_error: 0.5815, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1981, root_relative_squared_error: 1.0299, unweighted_recall: 0.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.8327, kappa: 0.8243, kb_relative_information_score: 0.7909, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.074, weighted_recall: 0.8311, number_of_instances: 20000, precision: 0.838, predictive_accuracy: 0.8311, prior_entropy: 4.6998, relative_absolute_error: 0.3669, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.5293, unweighted_recall: 0.8305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.8207, kappa: 0.8133, kb_relative_information_score: 0.8301, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.074, weighted_recall: 0.8205, number_of_instances: 20000, precision: 0.822, predictive_accuracy: 0.8205, prior_entropy: 4.6998, relative_absolute_error: 0.2502, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1012, root_relative_squared_error: 0.5263, unweighted_recall: 0.8203,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.7857, kappa: 0.7769, kb_relative_information_score: 0.7939, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.074, weighted_recall: 0.7855, number_of_instances: 20000, precision: 0.7869, predictive_accuracy: 0.7855, prior_entropy: 4.6998, relative_absolute_error: 0.3002, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1107, root_relative_squared_error: 0.5757, unweighted_recall: 0.7852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.845, kappa: 0.8374, kb_relative_information_score: 0.8041, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.074, weighted_recall: 0.8437, number_of_instances: 20000, precision: 0.8495, predictive_accuracy: 0.8437, prior_entropy: 4.6998, relative_absolute_error: 0.3453, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.5124, unweighted_recall: 0.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.8542, kappa: 0.8475, kb_relative_information_score: 0.8221, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.074, weighted_recall: 0.8534, number_of_instances: 20000, precision: 0.8576, predictive_accuracy: 0.8534, prior_entropy: 4.6998, relative_absolute_error: 0.3221, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.4951, unweighted_recall: 0.8527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9434, kappa: 0.941, kb_relative_information_score: 0.9451, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.074, weighted_recall: 0.9433, number_of_instances: 20000, precision: 0.9436, predictive_accuracy: 0.9433, prior_entropy: 4.6998, relative_absolute_error: 0.1049, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0574, root_relative_squared_error: 0.2983, unweighted_recall: 0.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9476, kappa: 0.9454, kb_relative_information_score: 0.9483, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.074, weighted_recall: 0.9476, number_of_instances: 20000, precision: 0.9478, predictive_accuracy: 0.9476, prior_entropy: 4.6998, relative_absolute_error: 0.0991, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0558, root_relative_squared_error: 0.2903, unweighted_recall: 0.9473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5728, f_measure: 0.2906, kappa: 0.2528, kb_relative_information_score: 0.2796, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.074, weighted_recall: 0.2815, number_of_instances: 20000, precision: 0.3262, predictive_accuracy: 0.2815, prior_entropy: 4.6998, relative_absolute_error: 0.7543, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2328, root_relative_squared_error: 1.2107, unweighted_recall: 0.2811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9353, kappa: 0.9326, kb_relative_information_score: 0.9418, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.074, weighted_recall: 0.9352, number_of_instances: 20000, precision: 0.9355, predictive_accuracy: 0.9352, prior_entropy: 4.6998, relative_absolute_error: 0.0955, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0611, root_relative_squared_error: 0.3176, unweighted_recall: 0.9349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9404, kappa: 0.9379, kb_relative_information_score: 0.9433, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.074, weighted_recall: 0.9403, number_of_instances: 20000, precision: 0.9406, predictive_accuracy: 0.9403, prior_entropy: 4.6998, relative_absolute_error: 0.1071, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0584, root_relative_squared_error: 0.3037, unweighted_recall: 0.94,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9027, f_measure: 0.6804, kappa: 0.668, kb_relative_information_score: 0.6961, mean_absolute_error: 0.0285, mean_prior_absolute_error: 0.074, weighted_recall: 0.6808, number_of_instances: 20000, precision: 0.6828, predictive_accuracy: 0.6808, prior_entropy: 4.6998, relative_absolute_error: 0.3849, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1392, root_relative_squared_error: 0.7239, unweighted_recall: 0.6806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9432, kappa: 0.9408, kb_relative_information_score: 0.9479, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.074, weighted_recall: 0.9431, number_of_instances: 20000, precision: 0.9435, predictive_accuracy: 0.9431, prior_entropy: 4.6998, relative_absolute_error: 0.0948, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.057, root_relative_squared_error: 0.2963, unweighted_recall: 0.9428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.8766, kappa: 0.8713, kb_relative_information_score: 0.8791, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.074, weighted_recall: 0.8763, number_of_instances: 20000, precision: 0.8773, predictive_accuracy: 0.8763, prior_entropy: 4.6998, relative_absolute_error: 0.1877, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0828, root_relative_squared_error: 0.4304, unweighted_recall: 0.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.8612, kappa: 0.8553, kb_relative_information_score: 0.8618, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.074, weighted_recall: 0.8609, number_of_instances: 20000, precision: 0.8624, predictive_accuracy: 0.8609, prior_entropy: 4.6998, relative_absolute_error: 0.2231, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.4617, unweighted_recall: 0.8604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8208, f_measure: 0.6673, kappa: 0.6524, kb_relative_information_score: 0.6754, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.074, weighted_recall: 0.6658, number_of_instances: 20000, precision: 0.6741, predictive_accuracy: 0.6658, prior_entropy: 4.6998, relative_absolute_error: 0.3927, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1502, root_relative_squared_error: 0.7809, unweighted_recall: 0.6657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8069, f_measure: 0.6375, kappa: 0.6223, kb_relative_information_score: 0.6485, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.074, weighted_recall: 0.6369, number_of_instances: 20000, precision: 0.6437, predictive_accuracy: 0.6369, prior_entropy: 4.6998, relative_absolute_error: 0.4137, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1568, root_relative_squared_error: 0.8154, unweighted_recall: 0.6361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.831, kappa: 0.8229, kb_relative_information_score: 0.7916, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.074, weighted_recall: 0.8297, number_of_instances: 20000, precision: 0.8355, predictive_accuracy: 0.8297, prior_entropy: 4.6998, relative_absolute_error: 0.3685, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1023, root_relative_squared_error: 0.5318, unweighted_recall: 0.8291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7493, f_measure: 0.535, kappa: 0.5133, kb_relative_information_score: 0.5464, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, weighted_recall: 0.5321, number_of_instances: 20000, precision: 0.5441, predictive_accuracy: 0.5321, prior_entropy: 4.6998, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1803, root_relative_squared_error: 0.9378, unweighted_recall: 0.5319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9369, kappa: 0.9343, kb_relative_information_score: 0.9454, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.074, weighted_recall: 0.9369, number_of_instances: 20000, precision: 0.9371, predictive_accuracy: 0.9369, prior_entropy: 4.6998, relative_absolute_error: 0.088, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0602, root_relative_squared_error: 0.3132, unweighted_recall: 0.9366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.8178, kappa: 0.8103, kb_relative_information_score: 0.8247, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.074, weighted_recall: 0.8177, number_of_instances: 20000, precision: 0.819, predictive_accuracy: 0.8177, prior_entropy: 4.6998, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1036, root_relative_squared_error: 0.5387, unweighted_recall: 0.8172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.8954, kappa: 0.8908, kb_relative_information_score: 0.8781, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.074, weighted_recall: 0.895, number_of_instances: 20000, precision: 0.8967, predictive_accuracy: 0.895, prior_entropy: 4.6998, relative_absolute_error: 0.2329, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0802, root_relative_squared_error: 0.4173, unweighted_recall: 0.8945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.7356, kappa: 0.7242, kb_relative_information_score: 0.7454, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.074, weighted_recall: 0.7349, number_of_instances: 20000, precision: 0.7375, predictive_accuracy: 0.7349, prior_entropy: 4.6998, relative_absolute_error: 0.3478, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1223, root_relative_squared_error: 0.6359, unweighted_recall: 0.7345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.5497, kappa: 0.5319, kb_relative_information_score: 0.5728, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.074, weighted_recall: 0.55, number_of_instances: 20000, precision: 0.5638, predictive_accuracy: 0.55, prior_entropy: 4.6998, relative_absolute_error: 0.5198, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.8589, unweighted_recall: 0.5499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.8997, kappa: 0.8953, kb_relative_information_score: 0.88, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.074, weighted_recall: 0.8993, number_of_instances: 20000, precision: 0.9009, predictive_accuracy: 0.8993, prior_entropy: 4.6998, relative_absolute_error: 0.23, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0795, root_relative_squared_error: 0.4132, unweighted_recall: 0.8989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.8749, kappa: 0.8691, kb_relative_information_score: 0.8465, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.074, weighted_recall: 0.8741, number_of_instances: 20000, precision: 0.8774, predictive_accuracy: 0.8741, prior_entropy: 4.6998, relative_absolute_error: 0.2827, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0887, root_relative_squared_error: 0.4612, unweighted_recall: 0.8736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.939, kappa: 0.9365, kb_relative_information_score: 0.9422, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.074, weighted_recall: 0.939, number_of_instances: 20000, precision: 0.9393, predictive_accuracy: 0.939, prior_entropy: 4.6998, relative_absolute_error: 0.1076, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.059, root_relative_squared_error: 0.3066, unweighted_recall: 0.9387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5176, f_measure: 0.0779, kappa: 0.0351, kb_relative_information_score: 0.061, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.074, weighted_recall: 0.0722, number_of_instances: 20000, precision: 0.1077, predictive_accuracy: 0.0722, prior_entropy: 4.6998, relative_absolute_error: 0.9649, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2672, root_relative_squared_error: 1.3892, unweighted_recall: 0.0721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9705, f_measure: 0.7496, kappa: 0.7381, kb_relative_information_score: 0.7427, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.074, weighted_recall: 0.7482, number_of_instances: 20000, precision: 0.7537, predictive_accuracy: 0.7482, prior_entropy: 4.6998, relative_absolute_error: 0.3685, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1174, root_relative_squared_error: 0.6104, unweighted_recall: 0.7477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6084, f_measure: 0.37, kappa: 0.3204, kb_relative_information_score: 0.346, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.074, weighted_recall: 0.3465, number_of_instances: 20000, precision: 0.4194, predictive_accuracy: 0.3465, prior_entropy: 4.6998, relative_absolute_error: 0.6889, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2211, root_relative_squared_error: 1.1496, unweighted_recall: 0.3463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8732, f_measure: 0.6251, kappa: 0.6098, kb_relative_information_score: 0.6429, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.074, weighted_recall: 0.6248, number_of_instances: 20000, precision: 0.6367, predictive_accuracy: 0.6248, prior_entropy: 4.6998, relative_absolute_error: 0.4224, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1542, root_relative_squared_error: 0.8019, unweighted_recall: 0.6247,

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

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

OpenML APIs