OpenML
Supervised Classification on sylva_agnostic

Supervised Classification on sylva_agnostic

Task 3889 Supervised Classification sylva_agnostic 60368 runs submitted
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  • mythbusting_1 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 under100k
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.9768, kappa: 0.7891, kb_relative_information_score: 9255.7423, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9771, predictive_accuracy: 0.978, prior_entropy: 0.3338, recall: 0.978, relative_absolute_error: 0.3542, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.6055, scimark_benchmark: 1862.7356, usercpu_time_millis: 6.603, usercpu_time_millis_testing: 0.519, usercpu_time_millis_training: 6.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1736.0929, usercpu_time_millis: 1.482, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 1.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1737.8652, usercpu_time_millis: 1.606, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 1.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1734.798, usercpu_time_millis: 1.495, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 1.42,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9426, kappa: 0.4105, kb_relative_information_score: 4199.845, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9555, predictive_accuracy: 0.9548, prior_entropy: 0.3338, recall: 0.9548, relative_absolute_error: 0.6734, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.7136, scimark_benchmark: 1733.7613, usercpu_time_millis: 1.696, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 1.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1737.4645, usercpu_time_millis: 1.576, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 1.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9349, kappa: 0.3194, kb_relative_information_score: 3839.417, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9522, predictive_accuracy: 0.9506, prior_entropy: 0.3338, recall: 0.9506, relative_absolute_error: 0.7166, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.7484, scimark_benchmark: 1733.3606, usercpu_time_millis: 1.758, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 1.674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1733.7594, usercpu_time_millis: 1.657, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 1.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.5333, kappa: 0.0003, kb_relative_information_score: -89829.5255, mean_absolute_error: 0.5876, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8847, predictive_accuracy: 0.4124, prior_entropy: 0.3338, recall: 0.4124, relative_absolute_error: 5.0844, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.7666, root_relative_squared_error: 3.1896, scimark_benchmark: 1738.3274, usercpu_time_millis: 4.553, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 4.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1734.3348, usercpu_time_millis: 1.468, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 1.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0071, kb_relative_information_score: -152045.1229, mean_absolute_error: 0.9385, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.0038, predictive_accuracy: 0.0615, prior_entropy: 0.3338, recall: 0.0615, relative_absolute_error: 8.1198, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.9687, root_relative_squared_error: 4.0308, scimark_benchmark: 1737.7605, usercpu_time_millis: 4.489, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 4.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1728.9285, usercpu_time_millis: 1.535, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 1.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1735.1328, usercpu_time_millis: 1.763, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 1.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1729.3991, usercpu_time_millis: 1.885, usercpu_time_millis_testing: 0.102, usercpu_time_millis_training: 1.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1736.5552, usercpu_time_millis: 1.931, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 1.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1856.6531, usercpu_time_millis: 1.495, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 1.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5334, kappa: -0.0001, kb_relative_information_score: -89817.2056, mean_absolute_error: 0.5876, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8844, predictive_accuracy: 0.4124, prior_entropy: 0.3338, recall: 0.4124, relative_absolute_error: 5.0838, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.7665, root_relative_squared_error: 3.1894, scimark_benchmark: 1734.7321, usercpu_time_millis: 7.329, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 7.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1736.621, usercpu_time_millis: 1.969, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 1.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1737.9267, usercpu_time_millis: 1.963, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 1.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9801, kappa: 0.817, kb_relative_information_score: 6888.1425, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9813, predictive_accuracy: 0.9815, prior_entropy: 0.3338, recall: 0.9815, relative_absolute_error: 0.4571, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.5372, scimark_benchmark: 1859.2084, usercpu_time_millis: 1.894, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 1.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1741.5466, usercpu_time_millis: 1.534, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 1.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1854.8794, usercpu_time_millis: 1.566, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 1.488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9087, kb_relative_information_score: 2923.4478, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.8183, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.8289, scimark_benchmark: 1732.4995, usercpu_time_millis: 2.135, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 2.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1856.4486, usercpu_time_millis: 1.513, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 1.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1734.6023, usercpu_time_millis: 1.653, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 1.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9732, kappa: 0.7471, kb_relative_information_score: 6238.3831, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9756, predictive_accuracy: 0.9757, prior_entropy: 0.3338, recall: 0.9757, relative_absolute_error: 0.5169, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.5799, scimark_benchmark: 1732.4995, usercpu_time_millis: 1.916, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 1.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 1.557, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 1.476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1734.6706, usercpu_time_millis: 1.716, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 1.624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1736.9559, usercpu_time_millis: 1.714, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 1.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1856.7354, usercpu_time_millis: 1.695, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 1.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.4337, kappa: 0.0002, kb_relative_information_score: -105377.2649, mean_absolute_error: 0.6753, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8847, predictive_accuracy: 0.3247, prior_entropy: 0.3338, recall: 0.3247, relative_absolute_error: 5.843, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.8218, root_relative_squared_error: 3.4193, scimark_benchmark: 1734.7321, usercpu_time_millis: 3.259, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 3.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 1.833, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 1.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1857.1082, usercpu_time_millis: 1.854, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 1.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1853.0716, usercpu_time_millis: 1.577, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 1.496,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9087, kb_relative_information_score: 382.906, mean_absolute_error: 0.1134, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9808, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.9814, scimark_benchmark: 1850.2875, usercpu_time_millis: 1.898, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 1.814,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1733.7613, usercpu_time_millis: 1.708, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 1.621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1736.5552, usercpu_time_millis: 1.686, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 1.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9692, kappa: 0.7049, kb_relative_information_score: 6024.4257, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9728, predictive_accuracy: 0.9726, prior_entropy: 0.3338, recall: 0.9726, relative_absolute_error: 0.5406, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.5944, scimark_benchmark: 1731.9625, usercpu_time_millis: 1.8, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 1.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1796.7085, usercpu_time_millis: 1.734, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 1.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1799.7839, usercpu_time_millis: 1.748, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 1.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1793.5139, usercpu_time_millis: 1.486, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 1.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1795.5991, usercpu_time_millis: 1.833, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 1.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1785.7059, usercpu_time_millis: 1.87, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 1.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1732.9618, usercpu_time_millis: 1.715, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 1.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1791.3298, usercpu_time_millis: 1.879, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 1.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1790.3436, usercpu_time_millis: 1.873, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 1.782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.6182, kappa: -0.0005, kb_relative_information_score: -74441.9451, mean_absolute_error: 0.5009, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8842, predictive_accuracy: 0.4991, prior_entropy: 0.3338, recall: 0.4991, relative_absolute_error: 4.3337, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.7077, root_relative_squared_error: 2.9447, scimark_benchmark: 1857.0408, usercpu_time_millis: 20.561, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 20.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1818.1888, usercpu_time_millis: 1.682, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 1.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1818.0319, usercpu_time_millis: 1.763, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 1.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1853.9849, usercpu_time_millis: 1.733, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 1.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.9592, kappa: 0.598, kb_relative_information_score: 5545.129, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9655, predictive_accuracy: 0.9653, prior_entropy: 0.3338, recall: 0.9653, relative_absolute_error: 0.5843, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1526, root_relative_squared_error: 0.6351, scimark_benchmark: 1857.5664, usercpu_time_millis: 1.932, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 1.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.9758, kappa: 0.7745, kb_relative_information_score: 6817.7926, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9775, predictive_accuracy: 0.9778, prior_entropy: 0.3338, recall: 0.9778, relative_absolute_error: 0.4462, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1435, root_relative_squared_error: 0.597, scimark_benchmark: 1855.4813, usercpu_time_millis: 2.369, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 2.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.941, kappa: 0.3915, kb_relative_information_score: 4145.1382, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9548, predictive_accuracy: 0.9539, prior_entropy: 0.3338, recall: 0.9539, relative_absolute_error: 0.6897, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.7263, scimark_benchmark: 1852.5502, usercpu_time_millis: 1.946, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 1.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9831, kappa: 0.8463, kb_relative_information_score: 7288.6941, mean_absolute_error: 0.0489, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9838, predictive_accuracy: 0.984, prior_entropy: 0.3338, recall: 0.984, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1227, root_relative_squared_error: 0.5104, scimark_benchmark: 1846.6513, usercpu_time_millis: 2.007, usercpu_time_millis_testing: 0.075, usercpu_time_millis_training: 1.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1848.2722, usercpu_time_millis: 1.672, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 1.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.619, kappa: -0.0003, kb_relative_information_score: -74294.106, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8844, predictive_accuracy: 0.5, prior_entropy: 0.3338, recall: 0.5, relative_absolute_error: 4.3265, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.7071, root_relative_squared_error: 2.9423, scimark_benchmark: 1815.7027, usercpu_time_millis: 5.025, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 4.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.3165, kappa: -0.0001, kb_relative_information_score: -120949.6441, mean_absolute_error: 0.7631, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8842, predictive_accuracy: 0.2369, prior_entropy: 0.3338, recall: 0.2369, relative_absolute_error: 6.6027, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.8736, root_relative_squared_error: 3.6348, scimark_benchmark: 1806.8025, usercpu_time_millis: 5.639, usercpu_time_millis_testing: 0.085, usercpu_time_millis_training: 5.554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.1766, kappa: -0.0001, kb_relative_information_score: -136509.7034, mean_absolute_error: 0.8509, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8842, predictive_accuracy: 0.1491, prior_entropy: 0.3338, recall: 0.1491, relative_absolute_error: 7.3619, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.9224, root_relative_squared_error: 3.838, scimark_benchmark: 1786.1102, usercpu_time_millis: 7.512, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 7.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1844.8847, usercpu_time_millis: 1.861, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 1.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9087, kb_relative_information_score: 2511.9009, mean_absolute_error: 0.0982, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.8493, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.8549, scimark_benchmark: 1839.5885, usercpu_time_millis: 1.952, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 1.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.5332, kappa: 0.0001, kb_relative_information_score: -89841.8454, mean_absolute_error: 0.5877, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8845, predictive_accuracy: 0.4123, prior_entropy: 0.3338, recall: 0.4123, relative_absolute_error: 5.085, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.7666, root_relative_squared_error: 3.1898, scimark_benchmark: 1816.7069, usercpu_time_millis: 4.772, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 4.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7909, f_measure: 0.9087, kb_relative_information_score: 389.3108, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9807, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.9815, scimark_benchmark: 1842.42, usercpu_time_millis: 1.945, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 1.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9214, kappa: 0.1568, kb_relative_information_score: 3754.5929, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.9464, predictive_accuracy: 0.9439, prior_entropy: 0.3338, recall: 0.9439, relative_absolute_error: 0.7356, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.7609, scimark_benchmark: 1843.1261, usercpu_time_millis: 2.022, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 1.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1846.6923, usercpu_time_millis: 1.934, usercpu_time_millis_testing: 0.102, usercpu_time_millis_training: 1.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.9087, kb_relative_information_score: 3.5401, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.1156, number_of_instances: 14395, precision: 0.8807, predictive_accuracy: 0.9385, prior_entropy: 0.3338, recall: 0.9385, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2403, root_mean_squared_error: 0.2403, root_relative_squared_error: 1, scimark_benchmark: 1844.5362, usercpu_time_millis: 1.949, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 1.851,

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