Task
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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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9486, kappa: 0.897, kb_relative_information_score: 2852.6898, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.949, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.1088, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.206, root_relative_squared_error: 0.4124, scimark_benchmark: 936.1714, usercpu_time_millis: 860, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.8677, kappa: 0.7347, kb_relative_information_score: 1569.0448, mean_absolute_error: 0.28, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.869, predictive_accuracy: 0.868, prior_entropy: 0.9986, recall: 0.868, relative_absolute_error: 0.561, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3392, root_relative_squared_error: 0.6791, scimark_benchmark: 929.0296, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9401, kappa: 0.8799, kb_relative_information_score: 2600.4011, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9415, predictive_accuracy: 0.9402, prior_entropy: 0.9986, recall: 0.9402, relative_absolute_error: 0.2045, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4207, scimark_benchmark: 929.0296, usercpu_time_millis: 90, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9474, kappa: 0.8945, kb_relative_information_score: 2697.8404, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9478, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.1696, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1935, root_relative_squared_error: 0.3873, scimark_benchmark: 926.5859, usercpu_time_millis: 160, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9474, kappa: 0.8945, kb_relative_information_score: 2724.0268, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9477, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.16, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.3814, scimark_benchmark: 894.7131, usercpu_time_millis: 80, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9474, kappa: 0.8945, kb_relative_information_score: 2724.0268, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9477, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.16, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.3814, scimark_benchmark: 926.5859, usercpu_time_millis: 140, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9474, kappa: 0.8945, kb_relative_information_score: 2724.0268, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9477, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.16, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.3814, scimark_benchmark: 926.5859, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 2964.454, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.9986, recall: 0.995, relative_absolute_error: 0.0885, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.102, root_relative_squared_error: 0.2042, scimark_benchmark: 889.4922, usercpu_time_millis: 3220, usercpu_time_millis_testing: 640, usercpu_time_millis_training: 2580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9956, kappa: 0.9912, kb_relative_information_score: 2970.183, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9956, predictive_accuracy: 0.9956, prior_entropy: 0.9986, recall: 0.9956, relative_absolute_error: 0.0864, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.2, scimark_benchmark: 911.2316, usercpu_time_millis: 7160, usercpu_time_millis_testing: 1420, usercpu_time_millis_training: 5740,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.995, kappa: 0.99, kb_relative_information_score: 2927.064, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.9986, recall: 0.995, relative_absolute_error: 0.1026, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.2188, scimark_benchmark: 917.2109, usercpu_time_millis: 13930, usercpu_time_millis_testing: 3780, usercpu_time_millis_training: 10150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9959, kappa: 0.9918, kb_relative_information_score: 2949.8931, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9959, predictive_accuracy: 0.9959, prior_entropy: 0.9986, recall: 0.9959, relative_absolute_error: 0.0949, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.102, root_relative_squared_error: 0.2042, scimark_benchmark: 943.6618, usercpu_time_millis: 33660, usercpu_time_millis_testing: 13900, usercpu_time_millis_training: 19760,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9947, kappa: 0.9893, kb_relative_information_score: 2916.0736, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.9986, recall: 0.9947, relative_absolute_error: 0.1064, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.2248, scimark_benchmark: 920.2531, usercpu_time_millis: 71230, usercpu_time_millis_testing: 28390, usercpu_time_millis_training: 42840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9903, kappa: 0.9806, kb_relative_information_score: 2912.0086, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9903, predictive_accuracy: 0.9903, prior_entropy: 0.9986, recall: 0.9903, relative_absolute_error: 0.1086, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.2164, scimark_benchmark: 901.4991, usercpu_time_millis: 610, usercpu_time_millis_testing: 170, usercpu_time_millis_training: 440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9803, kappa: 0.9605, kb_relative_information_score: 2976.3691, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9803, predictive_accuracy: 0.9803, prior_entropy: 0.9986, recall: 0.9803, relative_absolute_error: 0.0755, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1353, root_relative_squared_error: 0.2708, scimark_benchmark: 901.4991, usercpu_time_millis: 8700, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 8670,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9148, kappa: 0.8291, kb_relative_information_score: 2141.8067, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9157, predictive_accuracy: 0.9149, prior_entropy: 0.9986, recall: 0.9149, relative_absolute_error: 0.3612, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.5331, scimark_benchmark: 945.6228, usercpu_time_millis: 70, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9906, kappa: 0.9812, kb_relative_information_score: 2999.1604, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9906, predictive_accuracy: 0.9906, prior_entropy: 0.9986, recall: 0.9906, relative_absolute_error: 0.0738, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0982, root_relative_squared_error: 0.1967, scimark_benchmark: 945.6228, usercpu_time_millis: 856880, usercpu_time_millis_testing: 3850, usercpu_time_millis_training: 853030,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9919, kappa: 0.9837, kb_relative_information_score: 3103.3841, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 0.9986, recall: 0.9919, relative_absolute_error: 0.0324, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.086, root_relative_squared_error: 0.1722, scimark_benchmark: 933.3455, usercpu_time_millis: 240, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9148, kappa: 0.8291, kb_relative_information_score: 2141.8067, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9157, predictive_accuracy: 0.9149, prior_entropy: 0.9986, recall: 0.9149, relative_absolute_error: 0.3612, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.5331, scimark_benchmark: 933.3455, usercpu_time_millis: 70, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9148, kappa: 0.8291, kb_relative_information_score: 2141.8067, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9157, predictive_accuracy: 0.9149, prior_entropy: 0.9986, recall: 0.9149, relative_absolute_error: 0.3612, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.5331, scimark_benchmark: 933.3455, usercpu_time_millis: 90, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9148, kappa: 0.8291, kb_relative_information_score: 2141.8067, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9157, predictive_accuracy: 0.9149, prior_entropy: 0.9986, recall: 0.9149, relative_absolute_error: 0.3612, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.5331, scimark_benchmark: 930.404, usercpu_time_millis: 120, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9148, kappa: 0.8291, kb_relative_information_score: 2141.8067, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9157, predictive_accuracy: 0.9149, prior_entropy: 0.9986, recall: 0.9149, relative_absolute_error: 0.3612, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.5331, scimark_benchmark: 938.1282, usercpu_time_millis: 80, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9386, kappa: 0.8768, kb_relative_information_score: 2802.877, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9397, predictive_accuracy: 0.9387, prior_entropy: 0.9986, recall: 0.9387, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2476, root_relative_squared_error: 0.4958, scimark_benchmark: 938.1282, usercpu_time_millis: 4530, usercpu_time_millis_testing: 1620, usercpu_time_millis_training: 2910,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.9386, kappa: 0.8768, kb_relative_information_score: 2802.877, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9397, predictive_accuracy: 0.9387, prior_entropy: 0.9986, recall: 0.9387, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2476, root_relative_squared_error: 0.4958, scimark_benchmark: 730.6551, usercpu_time_millis: 12580, usercpu_time_millis_testing: 7030, usercpu_time_millis_training: 5550,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9618, kappa: 0.9236, kb_relative_information_score: 2641.1464, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9625, predictive_accuracy: 0.9618, prior_entropy: 0.9986, recall: 0.9618, relative_absolute_error: 0.2022, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.3742, scimark_benchmark: 936.2574, usercpu_time_millis: 630, usercpu_time_millis_training: 630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.959, kappa: 0.9179, kb_relative_information_score: 2579.5251, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9592, predictive_accuracy: 0.959, prior_entropy: 0.9986, recall: 0.959, relative_absolute_error: 0.2194, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.3797, scimark_benchmark: 935.2002, usercpu_time_millis: 170, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: -0.004, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1519.1492, usercpu_time_millis: 5.598, usercpu_time_millis_testing: 2.839, usercpu_time_millis_training: 2.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.9665, kappa: 0.933, kb_relative_information_score: 2981.3843, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9667, predictive_accuracy: 0.9665, prior_entropy: 0.9986, recall: 0.9665, relative_absolute_error: 0.0671, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.183, root_relative_squared_error: 0.3663, scimark_benchmark: 1519.1492, usercpu_time_millis: 151.893, usercpu_time_millis_testing: 6.772, usercpu_time_millis_training: 145.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: -0.004, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1519.1492, usercpu_time_millis: 1.572, usercpu_time_millis_testing: 1.032, usercpu_time_millis_training: 0.54,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9947, kappa: 0.9893, kb_relative_information_score: 3147.1038, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.9986, recall: 0.9947, relative_absolute_error: 0.0169, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0722, root_relative_squared_error: 0.1445, scimark_benchmark: 1519.1492, usercpu_time_millis: 13.115, usercpu_time_millis_testing: 1.396, usercpu_time_millis_training: 11.719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: -0.004, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1519.1492, usercpu_time_millis: 2.023, usercpu_time_millis_testing: 1.626, usercpu_time_millis_training: 0.397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9947, kappa: 0.9893, kb_relative_information_score: 3147.1038, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.9986, recall: 0.9947, relative_absolute_error: 0.0169, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0722, root_relative_squared_error: 0.1445, scimark_benchmark: 1519.1492, usercpu_time_millis: 13.106, usercpu_time_millis_testing: 1.38, usercpu_time_millis_training: 11.726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9947, kappa: 0.9893, kb_relative_information_score: 3147.1038, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.9986, recall: 0.9947, relative_absolute_error: 0.0169, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0722, root_relative_squared_error: 0.1445, scimark_benchmark: 819.5729, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9903, kappa: 0.9806, kb_relative_information_score: 2912.0086, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9903, predictive_accuracy: 0.9903, prior_entropy: 0.9986, recall: 0.9903, relative_absolute_error: 0.1086, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.2164, scimark_benchmark: 943.1009, usercpu_time_millis: 620, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9803, kappa: 0.9605, kb_relative_information_score: 2976.3691, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9803, predictive_accuracy: 0.9803, prior_entropy: 0.9986, recall: 0.9803, relative_absolute_error: 0.0755, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1353, root_relative_squared_error: 0.2708, scimark_benchmark: 937.5117, usercpu_time_millis: 7900, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 7870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.9148, kappa: 0.8291, kb_relative_information_score: 2141.8067, mean_absolute_error: 0.1802, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9157, predictive_accuracy: 0.9149, prior_entropy: 0.9986, recall: 0.9149, relative_absolute_error: 0.3612, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.5331, scimark_benchmark: 974.2014, usercpu_time_millis: 90, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.8741, kappa: 0.7477, kb_relative_information_score: 1948.4424, mean_absolute_error: 0.2086, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8743, predictive_accuracy: 0.8742, prior_entropy: 0.9986, recall: 0.8742, relative_absolute_error: 0.418, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3033, root_relative_squared_error: 0.6072, scimark_benchmark: 932.438, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6664, f_measure: 0.6233, kappa: 0.3396, kb_relative_information_score: 676.8474, mean_absolute_error: 0.397, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8015, predictive_accuracy: 0.6605, prior_entropy: 0.9986, recall: 0.6605, relative_absolute_error: 0.7955, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4455, root_relative_squared_error: 0.8919, scimark_benchmark: 479.2609, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9386, kappa: 0.877, kb_relative_information_score: 2570.808, mean_absolute_error: 0.1063, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9388, predictive_accuracy: 0.9387, prior_entropy: 0.9986, recall: 0.9387, relative_absolute_error: 0.2129, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.445, scimark_benchmark: 473.1656, usercpu_time_millis: 110, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9743, kappa: 0.9486, kb_relative_information_score: 2941.1048, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9744, predictive_accuracy: 0.9743, prior_entropy: 0.9986, recall: 0.9743, relative_absolute_error: 0.0856, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1509, root_relative_squared_error: 0.3021, scimark_benchmark: 1254.1389, usercpu_time_millis: 240, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9947, kappa: 0.9893, kb_relative_information_score: 3147.1038, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.9986, recall: 0.9947, relative_absolute_error: 0.0169, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0722, root_relative_squared_error: 0.1445, scimark_benchmark: 473.1656, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9586, kappa: 0.917, kb_relative_information_score: 2646.0029, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.96, predictive_accuracy: 0.9587, prior_entropy: 0.9986, recall: 0.9587, relative_absolute_error: 0.1915, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2009, root_relative_squared_error: 0.4022, scimark_benchmark: 473.1656, usercpu_time_millis: 6690, usercpu_time_millis_testing: 6690,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.3583, kb_relative_information_score: -0.004, mean_absolute_error: 0.499, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4995, root_relative_squared_error: 1, scimark_benchmark: 1600.256, usercpu_time_millis: 5.304, usercpu_time_millis_testing: 4.875, usercpu_time_millis_training: 0.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9947, kappa: 0.9893, kb_relative_information_score: 3147.1038, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.9986, recall: 0.9947, relative_absolute_error: 0.0169, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0722, root_relative_squared_error: 0.1445, scimark_benchmark: 1600.256, usercpu_time_millis: 14.766, usercpu_time_millis_testing: 1.127, usercpu_time_millis_training: 13.639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.9615, kappa: 0.9229, kb_relative_information_score: 2949.2931, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9616, predictive_accuracy: 0.9615, prior_entropy: 0.9986, recall: 0.9615, relative_absolute_error: 0.0771, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1962, root_relative_squared_error: 0.3927, scimark_benchmark: 1600.256, usercpu_time_millis: 822.388, usercpu_time_millis_testing: 4.793, usercpu_time_millis_training: 817.595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.667, f_measure: 0.6639, kappa: 0.3387, kb_relative_information_score: 1110.0656, mean_absolute_error: 0.3254, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.689, predictive_accuracy: 0.6746, prior_entropy: 0.9986, recall: 0.6746, relative_absolute_error: 0.6521, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.5704, root_relative_squared_error: 1.142, scimark_benchmark: 1600.256, usercpu_time_millis: 14.609, usercpu_time_millis_testing: 2.936, usercpu_time_millis_training: 11.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9928, kappa: 0.9856, kb_relative_information_score: 3135.892, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 0.9986, recall: 0.9928, relative_absolute_error: 0.0201, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.1563, scimark_benchmark: 1237.8253, usercpu_time_millis: 33580, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 33540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.8741, kappa: 0.7477, kb_relative_information_score: 1943.5869, mean_absolute_error: 0.2095, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8743, predictive_accuracy: 0.8742, prior_entropy: 0.9986, recall: 0.8742, relative_absolute_error: 0.4199, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.6078, scimark_benchmark: 1230.432, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9947, kappa: 0.9893, kb_relative_information_score: 3101.3911, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.9986, recall: 0.9947, relative_absolute_error: 0.0354, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.145, scimark_benchmark: 1199.7286, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9941, kappa: 0.9881, kb_relative_information_score: 3141.3025, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.9986, recall: 0.9941, relative_absolute_error: 0.0185, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0717, root_relative_squared_error: 0.1435, scimark_benchmark: 1248.8894, usercpu_time_millis: 9020, usercpu_time_millis_testing: 730, usercpu_time_millis_training: 8290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9887, kappa: 0.9774, kb_relative_information_score: 3123.7891, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9888, predictive_accuracy: 0.9887, prior_entropy: 0.9986, recall: 0.9887, relative_absolute_error: 0.0226, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.2125, usercpu_time_millis: 23.03, usercpu_time_millis_testing: 1.404, usercpu_time_millis_training: 21.626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9941, kappa: 0.9881, kb_relative_information_score: 3157.886, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9941, predictive_accuracy: 0.9941, prior_entropy: 0.9986, recall: 0.9941, relative_absolute_error: 0.0119, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0771, root_relative_squared_error: 0.1544, usercpu_time_millis: 76.426, usercpu_time_millis_testing: 8.956, usercpu_time_millis_training: 67.47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9966, kappa: 0.9931, kb_relative_information_score: 3173.9316, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9966, predictive_accuracy: 0.9966, prior_entropy: 0.9986, recall: 0.9966, relative_absolute_error: 0.0069, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0587, root_relative_squared_error: 0.1175, usercpu_time_millis: 345.029, usercpu_time_millis_testing: 21.652, usercpu_time_millis_training: 323.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9526, f_measure: 0.9539, kappa: 0.9076, kb_relative_information_score: 2901.1563, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9554, predictive_accuracy: 0.954, prior_entropy: 0.9986, recall: 0.954, relative_absolute_error: 0.0922, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2145, root_relative_squared_error: 0.4294, usercpu_time_millis: 405.324, usercpu_time_millis_testing: 41.785, usercpu_time_millis_training: 363.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9822, kappa: 0.9642, kb_relative_information_score: 3081.6694, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9822, predictive_accuracy: 0.9822, prior_entropy: 0.9986, recall: 0.9822, relative_absolute_error: 0.0357, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.2674, usercpu_time_millis: 4.493, usercpu_time_millis_testing: 0.636, usercpu_time_millis_training: 3.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3583, kb_relative_information_score: 133.2893, mean_absolute_error: 0.4778, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.2727, predictive_accuracy: 0.5222, prior_entropy: 0.9986, recall: 0.5222, relative_absolute_error: 0.9575, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.6912, root_relative_squared_error: 1.3838, usercpu_time_millis: 2.875, usercpu_time_millis_testing: 0.102, usercpu_time_millis_training: 2.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.9496, kappa: 0.8989, kb_relative_information_score: 2873.0765, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9499, predictive_accuracy: 0.9496, prior_entropy: 0.9986, recall: 0.9496, relative_absolute_error: 0.101, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2244, root_relative_squared_error: 0.4493, usercpu_time_millis: 12.412, usercpu_time_millis_testing: 0.275, usercpu_time_millis_training: 12.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.9586, kappa: 0.917, kb_relative_information_score: 2931.2418, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.96, predictive_accuracy: 0.9587, prior_entropy: 0.9986, recall: 0.9587, relative_absolute_error: 0.0828, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.4069, usercpu_time_millis: 15.741, usercpu_time_millis_testing: 2.833, usercpu_time_millis_training: 12.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9947, kappa: 0.9893, kb_relative_information_score: 3161.8974, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9947, predictive_accuracy: 0.9947, prior_entropy: 0.9986, recall: 0.9947, relative_absolute_error: 0.0107, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0729, root_relative_squared_error: 0.146, usercpu_time_millis: 3.666, usercpu_time_millis_testing: 1.453, usercpu_time_millis_training: 2.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9931, kappa: 0.9862, kb_relative_information_score: 3151.8689, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9931, predictive_accuracy: 0.9931, prior_entropy: 0.9986, recall: 0.9931, relative_absolute_error: 0.0138, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.083, root_relative_squared_error: 0.1661, usercpu_time_millis: 6.285, usercpu_time_millis_testing: 1.212, usercpu_time_millis_training: 5.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.9393, kappa: 0.8783, kb_relative_information_score: 2806.8884, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9393, predictive_accuracy: 0.9393, prior_entropy: 0.9986, recall: 0.9393, relative_absolute_error: 0.1216, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2464, root_relative_squared_error: 0.4932, usercpu_time_millis: 2.465, usercpu_time_millis_testing: 2.437, usercpu_time_millis_training: 0.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.9706, kappa: 0.9411, kb_relative_information_score: 3007.4584, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9706, predictive_accuracy: 0.9706, prior_entropy: 0.9986, recall: 0.9706, relative_absolute_error: 0.0589, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.3433, usercpu_time_millis: 5.911, usercpu_time_millis_testing: 0.501, usercpu_time_millis_training: 5.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.974, kappa: 0.948, kb_relative_information_score: 3029.5211, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.974, predictive_accuracy: 0.974, prior_entropy: 0.9986, recall: 0.974, relative_absolute_error: 0.052, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.3226, usercpu_time_millis: 2.154, usercpu_time_millis_testing: 0.396, usercpu_time_millis_training: 1.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8738, f_measure: 0.8744, kappa: 0.7483, kb_relative_information_score: 2391.7083, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.8746, predictive_accuracy: 0.8745, prior_entropy: 0.9986, recall: 0.8745, relative_absolute_error: 0.2514, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3542, root_relative_squared_error: 0.7091, usercpu_time_millis: 3.244, usercpu_time_millis_testing: 2.606, usercpu_time_millis_training: 0.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9837, kappa: 0.9674, kb_relative_information_score: 3091.6979, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9838, predictive_accuracy: 0.9837, prior_entropy: 0.9986, recall: 0.9837, relative_absolute_error: 0.0326, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1276, root_relative_squared_error: 0.2554, usercpu_time_millis: 4.646, usercpu_time_millis_testing: 0.414, usercpu_time_millis_training: 4.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.667, f_measure: 0.6639, kappa: 0.3387, kb_relative_information_score: 1110.0656, mean_absolute_error: 0.3254, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.689, predictive_accuracy: 0.6746, prior_entropy: 0.9986, recall: 0.6746, relative_absolute_error: 0.6521, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.5704, root_relative_squared_error: 1.142, usercpu_time_millis: 3.038, usercpu_time_millis_testing: 1.124, usercpu_time_millis_training: 1.914,

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