OpenML
Supervised Classification on pc1

Supervised Classification on pc1

Task 3918 Supervised Classification pc1 147053 runs submitted
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  • mythbusting_1 OpenML-CC18 OpenML100 study_1 study_123 study_14 study_15 study_20 study_41 study_7 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5788, f_measure: 0.8984, kappa: 0.0199, kb_relative_information_score: 2.6279, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8898, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9848, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2546, root_relative_squared_error: 1.0018, scimark_benchmark: 1870.2804, usercpu_time_millis: 1.038, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 1.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6762, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: -44.1948, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9645, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2517, root_relative_squared_error: 0.9901, scimark_benchmark: 1863.3053, usercpu_time_millis: 0.835, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.698, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -25.6769, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9863, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.9917, scimark_benchmark: 1865.8853, usercpu_time_millis: 7.39, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 7.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8269, f_measure: 0.921, kappa: 0.2716, kb_relative_information_score: 1.2831, mean_absolute_error: 0.1071, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9279, predictive_accuracy: 0.9387, prior_entropy: 0.3667, recall: 0.9387, relative_absolute_error: 0.8249, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2333, root_relative_squared_error: 0.9177, scimark_benchmark: 1871.8964, usercpu_time_millis: 3.239, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 3.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5534, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 5.3992, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9844, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2546, root_relative_squared_error: 1.0015, scimark_benchmark: 1872.9496, usercpu_time_millis: 0.894, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.524, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 17.3249, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9825, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.9935, scimark_benchmark: 1746.63, usercpu_time_millis: 1.976, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 1.945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.522, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 10.1576, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.985, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.995, scimark_benchmark: 1870.742, usercpu_time_millis: 7.04, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 7.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6656, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: -54.8334, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9674, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.991, scimark_benchmark: 1868.2531, usercpu_time_millis: 0.883, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6751, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: 19.3051, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9423, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2479, root_relative_squared_error: 0.9751, scimark_benchmark: 1877.8658, usercpu_time_millis: 1.071, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 1.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.696, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -26.2856, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9865, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.252, root_relative_squared_error: 0.9915, scimark_benchmark: 1864.5074, usercpu_time_millis: 7.342, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 7.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5172, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 17.7021, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.9936, scimark_benchmark: 1795.4156, usercpu_time_millis: 1.303, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 1.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6948, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -26.7627, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.987, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.252, root_relative_squared_error: 0.9915, scimark_benchmark: 1848.5525, usercpu_time_millis: 7.072, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 7.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6658, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: -54.0408, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9673, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.991, scimark_benchmark: 1848.5857, usercpu_time_millis: 0.858, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5247, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 10.9833, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.9998, scimark_benchmark: 1850.1514, usercpu_time_millis: 1.878, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 1.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.668, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: -52.5127, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9665, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.9907, scimark_benchmark: 1869.8223, usercpu_time_millis: 0.86, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4712, f_measure: 0.8967, kappa: -0.0018, kb_relative_information_score: -3.1305, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8659, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9946, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2555, root_relative_squared_error: 1.0052, scimark_benchmark: 1854.8036, usercpu_time_millis: 1.629, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 1.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4873, f_measure: 0.8971, kb_relative_information_score: 5.7502, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.866, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9893, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2546, root_relative_squared_error: 1.0016, scimark_benchmark: 1869.6309, usercpu_time_millis: 2.616, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 2.587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6963, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -34.8321, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9817, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.9932, scimark_benchmark: 1865.4271, usercpu_time_millis: 3.064, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 3.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6897, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: -66.7789, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.957, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.9881, scimark_benchmark: 1865.4271, usercpu_time_millis: 1.018, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8111, f_measure: 0.9153, kappa: 0.2143, kb_relative_information_score: 14.7087, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9193, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.8561, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2374, root_relative_squared_error: 0.9338, scimark_benchmark: 1848.0952, usercpu_time_millis: 2.883, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 2.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8143, f_measure: 0.9025, kappa: 0.0772, kb_relative_information_score: -261.904, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8965, predictive_accuracy: 0.9288, prior_entropy: 0.3667, recall: 0.9288, relative_absolute_error: 0.8961, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2438, root_relative_squared_error: 0.959, scimark_benchmark: 1858.9117, usercpu_time_millis: 1.82, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 1.777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.542, f_measure: 0.9015, kappa: 0.0473, kb_relative_information_score: 25.0829, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.937, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.974, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.9886, scimark_benchmark: 1864.5074, usercpu_time_millis: 4.813, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 4.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4717, f_measure: 0.8967, kappa: -0.0018, kb_relative_information_score: -3.4258, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8659, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9948, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2561, root_relative_squared_error: 1.0074, scimark_benchmark: 1742.9568, usercpu_time_millis: 4.254, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 4.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8072, f_measure: 0.9153, kappa: 0.2143, kb_relative_information_score: -74.5109, mean_absolute_error: 0.1116, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9193, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.8595, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2365, root_relative_squared_error: 0.9305, scimark_benchmark: 1857.9467, usercpu_time_millis: 1.779, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 1.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7314, f_measure: 0.9117, kappa: 0.1674, kb_relative_information_score: 96.5766, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9226, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.901, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.243, root_relative_squared_error: 0.9558, scimark_benchmark: 1871.2001, usercpu_time_millis: 3.948, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 3.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6964, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: -68.4872, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9588, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.9886, scimark_benchmark: 1837.8083, usercpu_time_millis: 1.134, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 1.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5332, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 11.9453, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.979, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2541, root_relative_squared_error: 0.9995, scimark_benchmark: 1853.8358, usercpu_time_millis: 1.765, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 1.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6328, f_measure: 0.9087, kappa: 0.1412, kb_relative_information_score: 47.623, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9117, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.9129, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.9535, scimark_benchmark: 1858.7318, usercpu_time_millis: 0.934, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6308, f_measure: 0.91, kappa: 0.1578, kb_relative_information_score: 34.1481, mean_absolute_error: 0.1204, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9116, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.927, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.245, root_relative_squared_error: 0.9637, scimark_benchmark: 1854.7429, usercpu_time_millis: 0.971, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7854, f_measure: 0.902, kappa: 0.0629, kb_relative_information_score: -337.0859, mean_absolute_error: 0.1164, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9029, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.8959, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2445, root_relative_squared_error: 0.9618, scimark_benchmark: 1849.0023, usercpu_time_millis: 1.037, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.998,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5841, f_measure: 0.8984, kappa: 0.0199, kb_relative_information_score: 2.23, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8898, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9823, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2543, root_relative_squared_error: 1.0005, scimark_benchmark: 1841.2703, usercpu_time_millis: 1.133, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 1.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7588, f_measure: 0.8967, kappa: -0.0018, kb_relative_information_score: -419.3086, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8659, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9529, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2468, root_relative_squared_error: 0.9711, scimark_benchmark: 1849.0023, usercpu_time_millis: 1.779, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 1.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6709, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: -29.1683, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9915, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2522, root_relative_squared_error: 0.9921, scimark_benchmark: 1841.9118, usercpu_time_millis: 38.342, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 38.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6814, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -30.6041, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.989, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.9917, scimark_benchmark: 1864.5074, usercpu_time_millis: 10.77, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 10.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7687, f_measure: 0.9106, kappa: 0.1609, kb_relative_information_score: 98.4918, mean_absolute_error: 0.1163, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9147, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.8952, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.242, root_relative_squared_error: 0.952, scimark_benchmark: 1854.6858, usercpu_time_millis: 3.84, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 3.768,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.742, f_measure: 0.9193, kappa: 0.2541, kb_relative_information_score: 120.3503, mean_absolute_error: 0.1145, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9261, predictive_accuracy: 0.9378, prior_entropy: 0.3667, recall: 0.9378, relative_absolute_error: 0.8817, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2401, root_relative_squared_error: 0.9446, scimark_benchmark: 1863.6877, usercpu_time_millis: 4.584, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 4.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4742, f_measure: 0.8967, kappa: -0.0018, kb_relative_information_score: -4.2888, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8659, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2559, root_relative_squared_error: 1.0067, scimark_benchmark: 1851.0585, usercpu_time_millis: 1.779, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 1.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8147, f_measure: 0.9141, kappa: 0.1993, kb_relative_information_score: -148.969, mean_absolute_error: 0.1132, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9199, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.8718, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2383, root_relative_squared_error: 0.9375, scimark_benchmark: 1858.4577, usercpu_time_millis: 1.367, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 1.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5223, f_measure: 0.901, kappa: 0.045, kb_relative_information_score: 18.4305, mean_absolute_error: 0.1273, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9138, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9799, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.993, scimark_benchmark: 1852.0263, usercpu_time_millis: 1.599, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 1.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.535, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 15.2593, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9823, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2538, root_relative_squared_error: 0.9986, scimark_benchmark: 1854.2319, usercpu_time_millis: 4.336, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 4.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.533, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 7.5338, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9816, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2542, root_relative_squared_error: 0.9999, scimark_benchmark: 1863.2116, usercpu_time_millis: 2.757, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 2.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5614, f_measure: 0.9005, kappa: 0.0428, kb_relative_information_score: 5.8362, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9021, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9863, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2543, root_relative_squared_error: 1.0005, scimark_benchmark: 1860.5921, usercpu_time_millis: 0.95, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5631, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 3.0563, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9837, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2544, root_relative_squared_error: 1.0007, scimark_benchmark: 1847.3472, usercpu_time_millis: 3.608, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 3.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6053, f_measure: 0.913, kappa: 0.1836, kb_relative_information_score: 93.2892, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9209, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.9009, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2421, root_relative_squared_error: 0.9524, scimark_benchmark: 1865.2449, usercpu_time_millis: 4.73, usercpu_time_millis_testing: 0.078, usercpu_time_millis_training: 4.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6657, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: -52.8502, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9672, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.991, scimark_benchmark: 1861.0453, usercpu_time_millis: 0.912, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.88,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5328, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 10.5951, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2538, root_relative_squared_error: 0.9984, scimark_benchmark: 1865.8853, usercpu_time_millis: 1.39, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 1.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5101, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 15.9315, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9795, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.9948, scimark_benchmark: 1848.0952, usercpu_time_millis: 0.979, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 0.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6816, f_measure: 0.91, kappa: 0.1578, kb_relative_information_score: 39.8611, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9116, predictive_accuracy: 0.9324, prior_entropy: 0.3667, recall: 0.9324, relative_absolute_error: 0.9208, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.9607, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.891, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6935, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -39.9676, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9784, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.9928, scimark_benchmark: 1859.2172, usercpu_time_millis: 2.454, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 2.424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6804, f_measure: 0.9141, kappa: 0.1993, kb_relative_information_score: 95.8965, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9199, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.9024, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2426, root_relative_squared_error: 0.9545, scimark_benchmark: 1871.8506, usercpu_time_millis: 4.854, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 4.78,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5101, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 18.5218, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.9931, scimark_benchmark: 1867.7274, usercpu_time_millis: 1.266, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 1.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6165, f_measure: 0.9118, kappa: 0.177, kb_relative_information_score: 47.0562, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9144, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.9145, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.243, root_relative_squared_error: 0.9559, scimark_benchmark: 1879.6726, usercpu_time_millis: 0.954, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.512, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 18.8307, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9792, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.9929, scimark_benchmark: 1864.2071, usercpu_time_millis: 1.058, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 1.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5333, f_measure: 0.8967, kappa: -0.0018, kb_relative_information_score: 17.0403, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8659, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9812, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.994, scimark_benchmark: 1848.6824, usercpu_time_millis: 4.536, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 4.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5149, f_measure: 0.8993, kappa: 0.0239, kb_relative_information_score: 17.9357, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9362, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9793, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.9933, scimark_benchmark: 1870.9126, usercpu_time_millis: 1.028, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 1.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.607, f_measure: 0.913, kappa: 0.1836, kb_relative_information_score: 93.2601, mean_absolute_error: 0.1171, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9209, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.9012, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.242, root_relative_squared_error: 0.9521, scimark_benchmark: 1877.7472, usercpu_time_millis: 4.658, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 4.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.774, f_measure: 0.9106, kappa: 0.1609, kb_relative_information_score: 98.6485, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9147, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.8944, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2419, root_relative_squared_error: 0.9516, scimark_benchmark: 1855.7107, usercpu_time_millis: 3.825, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 3.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6317, f_measure: 0.9141, kappa: 0.1993, kb_relative_information_score: 85.3938, mean_absolute_error: 0.1191, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9199, predictive_accuracy: 0.9351, prior_entropy: 0.3667, recall: 0.9351, relative_absolute_error: 0.9166, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.245, root_relative_squared_error: 0.9637, scimark_benchmark: 1850.0393, usercpu_time_millis: 5.356, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 5.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7272, f_measure: 0.9111, kappa: 0.1641, kb_relative_information_score: 101.3251, mean_absolute_error: 0.1157, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9183, predictive_accuracy: 0.9342, prior_entropy: 0.3667, recall: 0.9342, relative_absolute_error: 0.8905, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2418, root_relative_squared_error: 0.9512, scimark_benchmark: 1858.9715, usercpu_time_millis: 1.652, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 1.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7411, f_measure: 0.8967, kappa: -0.0018, kb_relative_information_score: -372.6511, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8659, predictive_accuracy: 0.9297, prior_entropy: 0.3667, recall: 0.9297, relative_absolute_error: 0.9431, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2503, root_relative_squared_error: 0.9848, scimark_benchmark: 1868.5678, usercpu_time_millis: 0.938, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6204, f_measure: 0.9093, kappa: 0.1442, kb_relative_information_score: 42.7093, mean_absolute_error: 0.1193, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9154, predictive_accuracy: 0.9333, prior_entropy: 0.3667, recall: 0.9333, relative_absolute_error: 0.9183, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.9557, scimark_benchmark: 1868.5678, usercpu_time_millis: 1.054, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 1.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8003, f_measure: 0.8948, kappa: -0.0085, kb_relative_information_score: -328.5322, mean_absolute_error: 0.1216, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.8657, predictive_accuracy: 0.9261, prior_entropy: 0.3667, recall: 0.9261, relative_absolute_error: 0.9363, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.9854, scimark_benchmark: 1885.1209, usercpu_time_millis: 1.413, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 1.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5417, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: 13.8877, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9805, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.9974, scimark_benchmark: 1859.9421, usercpu_time_millis: 0.877, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6614, f_measure: 0.9025, kappa: 0.0653, kb_relative_information_score: -64.4349, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9099, predictive_accuracy: 0.9315, prior_entropy: 0.3667, recall: 0.9315, relative_absolute_error: 0.9687, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.9909, scimark_benchmark: 1856.9428, usercpu_time_millis: 0.849, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6945, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: -40.3861, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9779, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.9927, scimark_benchmark: 1860.8554, usercpu_time_millis: 2.592, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 2.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5678, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 1.5424, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9841, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2544, root_relative_squared_error: 1.001, scimark_benchmark: 1863.3902, usercpu_time_millis: 4.228, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 4.197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5178, f_measure: 0.8988, kappa: 0.0219, kb_relative_information_score: 13.1337, mean_absolute_error: 0.1277, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9014, predictive_accuracy: 0.9306, prior_entropy: 0.3667, recall: 0.9306, relative_absolute_error: 0.9829, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2539, root_relative_squared_error: 0.9989, scimark_benchmark: 1866.1582, usercpu_time_millis: 2.187, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 2.157,

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

OpenML bootcamp

From your own software

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

OpenML APIs