OpenML
Supervised Classification on kr-vs-kp

Supervised Classification on kr-vs-kp

Task 3 Supervised Classification kr-vs-kp 173956 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_218 study_41 study_50 study_7 study_70 study_73 study_98 study_99 under100k under1m
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173956 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9687, kappa: 0.9373, kb_relative_information_score: 0.9057, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.499, weighted_recall: 0.9687, number_of_instances: 3196, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 0.9986, relative_absolute_error: 0.1039, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.286, unweighted_recall: 0.9687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9715, kappa: 0.9429, kb_relative_information_score: 0.536, mean_absolute_error: 0.2663, mean_prior_absolute_error: 0.499, weighted_recall: 0.9715, number_of_instances: 3196, precision: 0.9719, predictive_accuracy: 0.9715, prior_entropy: 0.9986, relative_absolute_error: 0.5336, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2878, root_relative_squared_error: 0.5762, unweighted_recall: 0.9708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 0.9582, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.499, weighted_recall: 0.995, number_of_instances: 3196, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.9986, relative_absolute_error: 0.0508, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0773, root_relative_squared_error: 0.1548, unweighted_recall: 0.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9897, kappa: 0.9793, kb_relative_information_score: 0.9511, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.499, weighted_recall: 0.9897, number_of_instances: 3196, precision: 0.9897, predictive_accuracy: 0.9897, prior_entropy: 0.9986, relative_absolute_error: 0.0554, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.1976, unweighted_recall: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9931, kappa: 0.9862, kb_relative_information_score: 0.9571, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.499, weighted_recall: 0.9931, number_of_instances: 3196, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.9986, relative_absolute_error: 0.0503, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0871, root_relative_squared_error: 0.1744, unweighted_recall: 0.9931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9922, kappa: 0.9843, kb_relative_information_score: 0.9725, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.499, weighted_recall: 0.9922, number_of_instances: 3196, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 0.9986, relative_absolute_error: 0.0308, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.1596, unweighted_recall: 0.9921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9847, kappa: 0.9693, kb_relative_information_score: 0.9517, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.499, weighted_recall: 0.9847, number_of_instances: 3196, precision: 0.9847, predictive_accuracy: 0.9847, prior_entropy: 0.9986, relative_absolute_error: 0.0524, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1077, root_relative_squared_error: 0.2157, unweighted_recall: 0.9846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9966, kappa: 0.9931, kb_relative_information_score: 0.9909, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.499, weighted_recall: 0.9966, number_of_instances: 3196, precision: 0.9966, predictive_accuracy: 0.9966, prior_entropy: 0.9986, relative_absolute_error: 0.0096, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0531, root_relative_squared_error: 0.1064, unweighted_recall: 0.9965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9959, kappa: 0.9918, kb_relative_information_score: 0.9832, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.499, weighted_recall: 0.9959, number_of_instances: 3196, precision: 0.9959, predictive_accuracy: 0.9959, prior_entropy: 0.9986, relative_absolute_error: 0.0192, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0577, root_relative_squared_error: 0.1155, unweighted_recall: 0.9959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9941, kappa: 0.9881, kb_relative_information_score: 0.9572, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.499, weighted_recall: 0.9941, number_of_instances: 3196, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.9986, relative_absolute_error: 0.0513, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0805, root_relative_squared_error: 0.1612, unweighted_recall: 0.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9753, kappa: 0.9504, kb_relative_information_score: 0.6324, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.499, weighted_recall: 0.9753, number_of_instances: 3196, precision: 0.9755, predictive_accuracy: 0.9753, prior_entropy: 0.9986, relative_absolute_error: 0.4299, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2472, root_relative_squared_error: 0.4949, unweighted_recall: 0.9747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9562, kappa: 0.9121, kb_relative_information_score: 0.5064, mean_absolute_error: 0.281, mean_prior_absolute_error: 0.499, weighted_recall: 0.9562, number_of_instances: 3196, precision: 0.9565, predictive_accuracy: 0.9562, prior_entropy: 0.9986, relative_absolute_error: 0.5632, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3013, root_relative_squared_error: 0.6033, unweighted_recall: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9844, kappa: 0.9686, kb_relative_information_score: 0.8604, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.499, weighted_recall: 0.9844, number_of_instances: 3196, precision: 0.9844, predictive_accuracy: 0.9844, prior_entropy: 0.9986, relative_absolute_error: 0.1687, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1383, root_relative_squared_error: 0.2769, unweighted_recall: 0.9843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9894, kappa: 0.9787, kb_relative_information_score: 0.8386, mean_absolute_error: 0.0982, mean_prior_absolute_error: 0.499, weighted_recall: 0.9894, number_of_instances: 3196, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 0.9986, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1468, root_relative_squared_error: 0.2939, unweighted_recall: 0.9892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9944, kappa: 0.9887, kb_relative_information_score: 0.9452, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.499, weighted_recall: 0.9944, number_of_instances: 3196, precision: 0.9944, predictive_accuracy: 0.9944, prior_entropy: 0.9986, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.087, root_relative_squared_error: 0.1741, unweighted_recall: 0.9944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9944, kappa: 0.9887, kb_relative_information_score: 0.9743, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.499, weighted_recall: 0.9944, number_of_instances: 3196, precision: 0.9944, predictive_accuracy: 0.9944, prior_entropy: 0.9986, relative_absolute_error: 0.03, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0683, root_relative_squared_error: 0.1367, unweighted_recall: 0.9944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9919, kappa: 0.9837, kb_relative_information_score: 0.8963, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.499, weighted_recall: 0.9919, number_of_instances: 3196, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 0.9986, relative_absolute_error: 0.1271, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1156, root_relative_squared_error: 0.2314, unweighted_recall: 0.9918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9925, kappa: 0.9849, kb_relative_information_score: 0.9687, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.499, weighted_recall: 0.9925, number_of_instances: 3196, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 0.9986, relative_absolute_error: 0.0356, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.1617, unweighted_recall: 0.9924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9721, kappa: 0.9442, kb_relative_information_score: 0.7365, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.499, weighted_recall: 0.9722, number_of_instances: 3196, precision: 0.9722, predictive_accuracy: 0.9722, prior_entropy: 0.9986, relative_absolute_error: 0.3147, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.3957, unweighted_recall: 0.9719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9928, kappa: 0.9856, kb_relative_information_score: 0.956, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.499, weighted_recall: 0.9928, number_of_instances: 3196, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 0.9986, relative_absolute_error: 0.0512, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.1777, unweighted_recall: 0.9927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9856, kappa: 0.9712, kb_relative_information_score: 0.9101, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.499, weighted_recall: 0.9856, number_of_instances: 3196, precision: 0.9856, predictive_accuracy: 0.9856, prior_entropy: 0.9986, relative_absolute_error: 0.1063, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.2372, unweighted_recall: 0.9856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9856, kappa: 0.9712, kb_relative_information_score: 0.9101, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.499, weighted_recall: 0.9856, number_of_instances: 3196, precision: 0.9856, predictive_accuracy: 0.9856, prior_entropy: 0.9986, relative_absolute_error: 0.1063, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.2372, unweighted_recall: 0.9856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9925, kappa: 0.9849, kb_relative_information_score: 0.9608, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.499, weighted_recall: 0.9925, number_of_instances: 3196, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 0.9986, relative_absolute_error: 0.0447, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0894, root_relative_squared_error: 0.1789, unweighted_recall: 0.9924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9178, kappa: 0.8355, kb_relative_information_score: 0.2131, mean_absolute_error: 0.4169, mean_prior_absolute_error: 0.499, weighted_recall: 0.9183, number_of_instances: 3196, precision: 0.9239, predictive_accuracy: 0.9183, prior_entropy: 0.9986, relative_absolute_error: 0.8355, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4213, root_relative_squared_error: 0.8435, unweighted_recall: 0.9155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9947, kappa: 0.9893, kb_relative_information_score: 0.9703, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.499, weighted_recall: 0.9947, number_of_instances: 3196, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.9986, relative_absolute_error: 0.0351, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0723, root_relative_squared_error: 0.1448, unweighted_recall: 0.9946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9919, kappa: 0.9837, kb_relative_information_score: 0.9625, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.499, weighted_recall: 0.9919, number_of_instances: 3196, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 0.9986, relative_absolute_error: 0.0432, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.172, unweighted_recall: 0.9918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9778, kappa: 0.9555, kb_relative_information_score: 0.9177, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.499, weighted_recall: 0.9778, number_of_instances: 3196, precision: 0.9778, predictive_accuracy: 0.9778, prior_entropy: 0.9986, relative_absolute_error: 0.0918, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.129, root_relative_squared_error: 0.2583, unweighted_recall: 0.9777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9869, kappa: 0.9737, kb_relative_information_score: 0.8847, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.499, weighted_recall: 0.9869, number_of_instances: 3196, precision: 0.9869, predictive_accuracy: 0.9869, prior_entropy: 0.9986, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1241, root_relative_squared_error: 0.2485, unweighted_recall: 0.9869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9696, kappa: 0.9392, kb_relative_information_score: 0.9167, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.499, weighted_recall: 0.9696, number_of_instances: 3196, precision: 0.9696, predictive_accuracy: 0.9696, prior_entropy: 0.9986, relative_absolute_error: 0.0895, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1422, root_relative_squared_error: 0.2847, unweighted_recall: 0.9695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9787, kappa: 0.9574, kb_relative_information_score: 0.9338, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.499, weighted_recall: 0.9787, number_of_instances: 3196, precision: 0.9787, predictive_accuracy: 0.9787, prior_entropy: 0.9986, relative_absolute_error: 0.0713, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.2499, unweighted_recall: 0.9787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.989, kappa: 0.9781, kb_relative_information_score: 0.9507, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.499, weighted_recall: 0.989, number_of_instances: 3196, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 0.9986, relative_absolute_error: 0.056, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0992, root_relative_squared_error: 0.1986, unweighted_recall: 0.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9887, kappa: 0.9774, kb_relative_information_score: 0.8421, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.499, weighted_recall: 0.9887, number_of_instances: 3196, precision: 0.9887, predictive_accuracy: 0.9887, prior_entropy: 0.9986, relative_absolute_error: 0.1937, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1414, root_relative_squared_error: 0.2831, unweighted_recall: 0.9886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9869, kappa: 0.9737, kb_relative_information_score: 0.9563, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.499, weighted_recall: 0.9869, number_of_instances: 3196, precision: 0.9869, predictive_accuracy: 0.9869, prior_entropy: 0.9986, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1016, root_relative_squared_error: 0.2034, unweighted_recall: 0.9867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 0.9858, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.499, weighted_recall: 0.995, number_of_instances: 3196, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.9986, relative_absolute_error: 0.0154, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0641, root_relative_squared_error: 0.1283, unweighted_recall: 0.9949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9934, kappa: 0.9868, kb_relative_information_score: 0.9388, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.499, weighted_recall: 0.9934, number_of_instances: 3196, precision: 0.9934, predictive_accuracy: 0.9934, prior_entropy: 0.9986, relative_absolute_error: 0.074, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.1876, unweighted_recall: 0.9934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9925, kappa: 0.9849, kb_relative_information_score: 0.9508, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.499, weighted_recall: 0.9925, number_of_instances: 3196, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 0.9986, relative_absolute_error: 0.059, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.1718, unweighted_recall: 0.9924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9947, kappa: 0.9893, kb_relative_information_score: 0.9736, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.499, weighted_recall: 0.9947, number_of_instances: 3196, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.9986, relative_absolute_error: 0.0307, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.1434, unweighted_recall: 0.9947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9869, kappa: 0.9737, kb_relative_information_score: 0.8546, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.499, weighted_recall: 0.9869, number_of_instances: 3196, precision: 0.9869, predictive_accuracy: 0.9869, prior_entropy: 0.9986, relative_absolute_error: 0.1778, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1366, root_relative_squared_error: 0.2735, unweighted_recall: 0.9868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9687, kappa: 0.9373, kb_relative_information_score: 0.9048, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.499, weighted_recall: 0.9687, number_of_instances: 3196, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 0.9986, relative_absolute_error: 0.105, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.2864, unweighted_recall: 0.9687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.989, kappa: 0.9781, kb_relative_information_score: 0.8782, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.499, weighted_recall: 0.989, number_of_instances: 3196, precision: 0.9891, predictive_accuracy: 0.989, prior_entropy: 0.9986, relative_absolute_error: 0.1492, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1249, root_relative_squared_error: 0.2501, unweighted_recall: 0.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9825, kappa: 0.9649, kb_relative_information_score: 0.8932, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.499, weighted_recall: 0.9825, number_of_instances: 3196, precision: 0.9825, predictive_accuracy: 0.9825, prior_entropy: 0.9986, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.2606, unweighted_recall: 0.9824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9947, kappa: 0.9893, kb_relative_information_score: 0.9433, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.499, weighted_recall: 0.9947, number_of_instances: 3196, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.9986, relative_absolute_error: 0.0691, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0887, root_relative_squared_error: 0.1776, unweighted_recall: 0.9947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9815, kappa: 0.963, kb_relative_information_score: 0.7834, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.499, weighted_recall: 0.9815, number_of_instances: 3196, precision: 0.9817, predictive_accuracy: 0.9815, prior_entropy: 0.9986, relative_absolute_error: 0.2566, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.3696, unweighted_recall: 0.9811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9828, kappa: 0.9655, kb_relative_information_score: 0.7358, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.499, weighted_recall: 0.9828, number_of_instances: 3196, precision: 0.9828, predictive_accuracy: 0.9828, prior_entropy: 0.9986, relative_absolute_error: 0.3184, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.3886, unweighted_recall: 0.9826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.989, kappa: 0.9781, kb_relative_information_score: 0.9154, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.499, weighted_recall: 0.989, number_of_instances: 3196, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 0.9986, relative_absolute_error: 0.0989, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1182, root_relative_squared_error: 0.2367, unweighted_recall: 0.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9734, kappa: 0.9467, kb_relative_information_score: 0.732, mean_absolute_error: 0.1601, mean_prior_absolute_error: 0.499, weighted_recall: 0.9734, number_of_instances: 3196, precision: 0.9735, predictive_accuracy: 0.9734, prior_entropy: 0.9986, relative_absolute_error: 0.3208, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.198, root_relative_squared_error: 0.3963, unweighted_recall: 0.973,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9768, kappa: 0.9536, kb_relative_information_score: 0.7762, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.499, weighted_recall: 0.9768, number_of_instances: 3196, precision: 0.9769, predictive_accuracy: 0.9768, prior_entropy: 0.9986, relative_absolute_error: 0.2693, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.3561, unweighted_recall: 0.9765,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9784, kappa: 0.9567, kb_relative_information_score: 0.9245, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.499, weighted_recall: 0.9784, number_of_instances: 3196, precision: 0.9784, predictive_accuracy: 0.9784, prior_entropy: 0.9986, relative_absolute_error: 0.0831, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1275, root_relative_squared_error: 0.2552, unweighted_recall: 0.9784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9916, kappa: 0.9831, kb_relative_information_score: 0.9263, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.499, weighted_recall: 0.9916, number_of_instances: 3196, precision: 0.9916, predictive_accuracy: 0.9916, prior_entropy: 0.9986, relative_absolute_error: 0.0898, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0992, root_relative_squared_error: 0.1986, unweighted_recall: 0.9915,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9894, kappa: 0.9787, kb_relative_information_score: 0.9598, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.499, weighted_recall: 0.9894, number_of_instances: 3196, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 0.9986, relative_absolute_error: 0.0446, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0946, root_relative_squared_error: 0.1893, unweighted_recall: 0.9893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 0.9709, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.499, weighted_recall: 0.995, number_of_instances: 3196, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.9986, relative_absolute_error: 0.0347, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0681, root_relative_squared_error: 0.1364, unweighted_recall: 0.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9959, kappa: 0.9918, kb_relative_information_score: 0.9899, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.499, weighted_recall: 0.9959, number_of_instances: 3196, precision: 0.9959, predictive_accuracy: 0.9959, prior_entropy: 0.9986, relative_absolute_error: 0.0108, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.056, root_relative_squared_error: 0.112, unweighted_recall: 0.9959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9928, kappa: 0.9856, kb_relative_information_score: 0.9462, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.499, weighted_recall: 0.9928, number_of_instances: 3196, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 0.9986, relative_absolute_error: 0.0643, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.1826, unweighted_recall: 0.9928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9928, kappa: 0.9856, kb_relative_information_score: 0.9516, mean_absolute_error: 0.0292, mean_prior_absolute_error: 0.499, weighted_recall: 0.9928, number_of_instances: 3196, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 0.9986, relative_absolute_error: 0.0584, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0841, root_relative_squared_error: 0.1683, unweighted_recall: 0.9927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9318, f_measure: 0.8478, kappa: 0.6982, kb_relative_information_score: 0.0625, mean_absolute_error: 0.4765, mean_prior_absolute_error: 0.499, weighted_recall: 0.8511, number_of_instances: 3196, precision: 0.8731, predictive_accuracy: 0.8511, prior_entropy: 0.9986, relative_absolute_error: 0.9548, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4775, root_relative_squared_error: 0.9559, unweighted_recall: 0.8452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9872, kappa: 0.9743, kb_relative_information_score: 0.9571, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.499, weighted_recall: 0.9872, number_of_instances: 3196, precision: 0.9872, predictive_accuracy: 0.9872, prior_entropy: 0.9986, relative_absolute_error: 0.0466, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1013, root_relative_squared_error: 0.2029, unweighted_recall: 0.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 0.9727, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.499, weighted_recall: 0.995, number_of_instances: 3196, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.9986, relative_absolute_error: 0.032, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0685, root_relative_squared_error: 0.1371, unweighted_recall: 0.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9643, kappa: 0.9285, kb_relative_information_score: 0.7183, mean_absolute_error: 0.1661, mean_prior_absolute_error: 0.499, weighted_recall: 0.9643, number_of_instances: 3196, precision: 0.9643, predictive_accuracy: 0.9643, prior_entropy: 0.9986, relative_absolute_error: 0.3328, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.4226, unweighted_recall: 0.9643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9881, kappa: 0.9762, kb_relative_information_score: 0.9148, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.499, weighted_recall: 0.9881, number_of_instances: 3196, precision: 0.9881, predictive_accuracy: 0.9881, prior_entropy: 0.9986, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1187, root_relative_squared_error: 0.2376, unweighted_recall: 0.9881,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9937, kappa: 0.9875, kb_relative_information_score: 0.9386, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.499, weighted_recall: 0.9937, number_of_instances: 3196, precision: 0.9937, predictive_accuracy: 0.9937, prior_entropy: 0.9986, relative_absolute_error: 0.0746, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.1854, unweighted_recall: 0.9937,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9937, kappa: 0.9875, kb_relative_information_score: 0.9396, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.499, weighted_recall: 0.9937, number_of_instances: 3196, precision: 0.9937, predictive_accuracy: 0.9937, prior_entropy: 0.9986, relative_absolute_error: 0.0737, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.1801, unweighted_recall: 0.9938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9809, kappa: 0.9617, kb_relative_information_score: 0.7639, mean_absolute_error: 0.1423, mean_prior_absolute_error: 0.499, weighted_recall: 0.9809, number_of_instances: 3196, precision: 0.9809, predictive_accuracy: 0.9809, prior_entropy: 0.9986, relative_absolute_error: 0.2852, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.3635, unweighted_recall: 0.9807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9706, kappa: 0.9411, kb_relative_information_score: 0.8159, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.499, weighted_recall: 0.9706, number_of_instances: 3196, precision: 0.9706, predictive_accuracy: 0.9706, prior_entropy: 0.9986, relative_absolute_error: 0.2183, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1677, root_relative_squared_error: 0.3358, unweighted_recall: 0.9707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9916, kappa: 0.9831, kb_relative_information_score: 0.9263, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.499, weighted_recall: 0.9916, number_of_instances: 3196, precision: 0.9916, predictive_accuracy: 0.9916, prior_entropy: 0.9986, relative_absolute_error: 0.0897, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0992, root_relative_squared_error: 0.1986, unweighted_recall: 0.9915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9956, kappa: 0.9912, kb_relative_information_score: 0.9747, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.499, weighted_recall: 0.9956, number_of_instances: 3196, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9986, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0698, root_relative_squared_error: 0.1398, unweighted_recall: 0.9956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9953, kappa: 0.9906, kb_relative_information_score: 0.9689, mean_absolute_error: 0.0183, mean_prior_absolute_error: 0.499, weighted_recall: 0.9953, number_of_instances: 3196, precision: 0.9953, predictive_accuracy: 0.9953, prior_entropy: 0.9986, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0752, root_relative_squared_error: 0.1505, unweighted_recall: 0.9953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9834, kappa: 0.9668, kb_relative_information_score: 0.7092, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.499, weighted_recall: 0.9834, number_of_instances: 3196, precision: 0.9835, predictive_accuracy: 0.9834, prior_entropy: 0.9986, relative_absolute_error: 0.3446, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.4268, unweighted_recall: 0.9831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9941, kappa: 0.9881, kb_relative_information_score: 0.9543, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.499, weighted_recall: 0.9941, number_of_instances: 3196, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.9986, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0826, root_relative_squared_error: 0.1654, unweighted_recall: 0.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9584, kappa: 0.9165, kb_relative_information_score: 0.5239, mean_absolute_error: 0.2722, mean_prior_absolute_error: 0.499, weighted_recall: 0.9584, number_of_instances: 3196, precision: 0.9586, predictive_accuracy: 0.9584, prior_entropy: 0.9986, relative_absolute_error: 0.5454, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.5878, unweighted_recall: 0.9578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9956, kappa: 0.9912, kb_relative_information_score: 0.9821, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.499, weighted_recall: 0.9956, number_of_instances: 3196, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9986, relative_absolute_error: 0.0205, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0602, root_relative_squared_error: 0.1205, unweighted_recall: 0.9956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 0.9752, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.499, weighted_recall: 0.995, number_of_instances: 3196, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.9986, relative_absolute_error: 0.029, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.066, root_relative_squared_error: 0.1322, unweighted_recall: 0.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9944, kappa: 0.9887, kb_relative_information_score: 0.9804, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.499, weighted_recall: 0.9944, number_of_instances: 3196, precision: 0.9944, predictive_accuracy: 0.9944, prior_entropy: 0.9986, relative_absolute_error: 0.0219, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0684, root_relative_squared_error: 0.137, unweighted_recall: 0.9944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9941, kappa: 0.9881, kb_relative_information_score: 0.9461, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.499, weighted_recall: 0.9941, number_of_instances: 3196, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.9986, relative_absolute_error: 0.0659, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.085, root_relative_squared_error: 0.1702, unweighted_recall: 0.9941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9959, kappa: 0.9918, kb_relative_information_score: 0.9859, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.499, weighted_recall: 0.9959, number_of_instances: 3196, precision: 0.9959, predictive_accuracy: 0.9959, prior_entropy: 0.9986, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0542, root_relative_squared_error: 0.1086, unweighted_recall: 0.9959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9894, kappa: 0.9787, kb_relative_information_score: 0.9569, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.499, weighted_recall: 0.9894, number_of_instances: 3196, precision: 0.9894, predictive_accuracy: 0.9894, prior_entropy: 0.9986, relative_absolute_error: 0.0482, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0956, root_relative_squared_error: 0.1914, unweighted_recall: 0.9892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9953, kappa: 0.9906, kb_relative_information_score: 0.9785, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.499, weighted_recall: 0.9953, number_of_instances: 3196, precision: 0.9953, predictive_accuracy: 0.9953, prior_entropy: 0.9986, relative_absolute_error: 0.0251, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0634, root_relative_squared_error: 0.127, unweighted_recall: 0.9953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9884, kappa: 0.9768, kb_relative_information_score: 0.9554, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.499, weighted_recall: 0.9884, number_of_instances: 3196, precision: 0.9884, predictive_accuracy: 0.9884, prior_entropy: 0.9986, relative_absolute_error: 0.0498, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0992, root_relative_squared_error: 0.1986, unweighted_recall: 0.9884,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs