OpenML
Supervised Classification on tic-tac-toe

Supervised Classification on tic-tac-toe

Task 145804 Supervised Classification tic-tac-toe 270274 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 706.3249, mean_absolute_error: 0.1426, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.3148, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.4129, scimark_benchmark: 1905.4931, usercpu_time_millis: 0.265, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.937, kappa: 0.8603, kb_relative_information_score: 727.2288, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9372, predictive_accuracy: 0.9374, prior_entropy: 0.9312, recall: 0.9374, relative_absolute_error: 0.2607, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4455, scimark_benchmark: 1868.6447, usercpu_time_millis: 0.259, usercpu_time_millis_testing: 0.253, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8697, f_measure: 0.8848, kappa: 0.7447, kb_relative_information_score: 704.6744, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8845, predictive_accuracy: 0.8852, prior_entropy: 0.9312, recall: 0.8852, relative_absolute_error: 0.2535, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3389, root_relative_squared_error: 0.7121, scimark_benchmark: 1870.1619, usercpu_time_millis: 0.255, usercpu_time_millis_testing: 0.247, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9843, kappa: 0.9651, kb_relative_information_score: 622.0588, mean_absolute_error: 0.1903, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9847, predictive_accuracy: 0.9843, prior_entropy: 0.9312, recall: 0.9843, relative_absolute_error: 0.42, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.4843, scimark_benchmark: 1828.661, usercpu_time_millis: 0.175, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9759, kappa: 0.9467, kb_relative_information_score: 722.9557, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.976, predictive_accuracy: 0.976, prior_entropy: 0.9312, recall: 0.976, relative_absolute_error: 0.2817, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.419, scimark_benchmark: 1863.6173, usercpu_time_millis: 0.278, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9286, kappa: 0.8417, kb_relative_information_score: 726.1637, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9287, predictive_accuracy: 0.929, prior_entropy: 0.9312, recall: 0.929, relative_absolute_error: 0.256, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.4578, scimark_benchmark: 1896.7468, usercpu_time_millis: 0.276, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 0.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9423, kappa: 0.8721, kb_relative_information_score: 726.781, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9424, predictive_accuracy: 0.9426, prior_entropy: 0.9312, recall: 0.9426, relative_absolute_error: 0.2661, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.4361, scimark_benchmark: 1874.1301, usercpu_time_millis: 0.272, usercpu_time_millis_testing: 0.265, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.937, kappa: 0.8603, kb_relative_information_score: 727.2288, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9372, predictive_accuracy: 0.9374, prior_entropy: 0.9312, recall: 0.9374, relative_absolute_error: 0.2607, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4455, scimark_benchmark: 1870.2804, usercpu_time_millis: 0.266, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 0.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 714.3961, mean_absolute_error: 0.1368, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9867, predictive_accuracy: 0.9864, prior_entropy: 0.9312, recall: 0.9864, relative_absolute_error: 0.3019, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1955, root_relative_squared_error: 0.4108, scimark_benchmark: 1843.602, usercpu_time_millis: 0.283, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 687.7714, mean_absolute_error: 0.1542, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.9312, recall: 0.9896, relative_absolute_error: 0.3404, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.4247, scimark_benchmark: 1765.7882, usercpu_time_millis: 0.295, usercpu_time_millis_testing: 0.291, usercpu_time_millis_training: 0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 680.4234, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.35, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.4305, scimark_benchmark: 1765.4372, usercpu_time_millis: 0.292, usercpu_time_millis_testing: 0.289, usercpu_time_millis_training: 0.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 687.7714, mean_absolute_error: 0.1542, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.9312, recall: 0.9896, relative_absolute_error: 0.3404, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.4247, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.273, usercpu_time_millis_testing: 0.267, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.937, kappa: 0.8603, kb_relative_information_score: 727.2288, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9372, predictive_accuracy: 0.9374, prior_entropy: 0.9312, recall: 0.9374, relative_absolute_error: 0.2607, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4455, scimark_benchmark: 1831.1822, usercpu_time_millis: 0.282, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.8848, kappa: 0.7447, kb_relative_information_score: 718.7433, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8845, predictive_accuracy: 0.8852, prior_entropy: 0.9312, recall: 0.8852, relative_absolute_error: 0.2442, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.25, root_relative_squared_error: 0.5253, scimark_benchmark: 1833.7025, usercpu_time_millis: 0.26, usercpu_time_millis_testing: 0.256, usercpu_time_millis_training: 0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.8848, kappa: 0.7447, kb_relative_information_score: 709.5572, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8845, predictive_accuracy: 0.8852, prior_entropy: 0.9312, recall: 0.8852, relative_absolute_error: 0.2469, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.6339, scimark_benchmark: 1826.5987, usercpu_time_millis: 0.26, usercpu_time_millis_testing: 0.256, usercpu_time_millis_training: 0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8697, f_measure: 0.8848, kappa: 0.7447, kb_relative_information_score: 704.6744, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8845, predictive_accuracy: 0.8852, prior_entropy: 0.9312, recall: 0.8852, relative_absolute_error: 0.2535, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3389, root_relative_squared_error: 0.7121, scimark_benchmark: 1879.4996, usercpu_time_millis: 0.26, usercpu_time_millis_testing: 0.257, usercpu_time_millis_training: 0.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.8848, kappa: 0.7447, kb_relative_information_score: 714.0746, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8845, predictive_accuracy: 0.8852, prior_entropy: 0.9312, recall: 0.8852, relative_absolute_error: 0.2431, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.569, scimark_benchmark: 1868.7112, usercpu_time_millis: 0.262, usercpu_time_millis_testing: 0.258, usercpu_time_millis_training: 0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 672.8264, mean_absolute_error: 0.1629, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.9312, recall: 0.9875, relative_absolute_error: 0.3595, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.4369, scimark_benchmark: 1867.2952, usercpu_time_millis: 0.276, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 0.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 680.4234, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.35, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.4305, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.273, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 0.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 650.3493, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9867, predictive_accuracy: 0.9864, prior_entropy: 0.9312, recall: 0.9864, relative_absolute_error: 0.387, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.4572, scimark_benchmark: 1854.9622, usercpu_time_millis: 0.16, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 0.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.8848, kappa: 0.7447, kb_relative_information_score: 714.0746, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8845, predictive_accuracy: 0.8852, prior_entropy: 0.9312, recall: 0.8852, relative_absolute_error: 0.2431, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.569, scimark_benchmark: 1842.2401, usercpu_time_millis: 0.275, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.8848, kappa: 0.7447, kb_relative_information_score: 709.5572, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8845, predictive_accuracy: 0.8852, prior_entropy: 0.9312, recall: 0.8852, relative_absolute_error: 0.2469, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.6339, scimark_benchmark: 1824.0736, usercpu_time_millis: 0.276, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 0.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.937, kappa: 0.8603, kb_relative_information_score: 727.2288, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9372, predictive_accuracy: 0.9374, prior_entropy: 0.9312, recall: 0.9374, relative_absolute_error: 0.2607, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4455, scimark_benchmark: 1842.7681, usercpu_time_millis: 0.266, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9843, kappa: 0.9651, kb_relative_information_score: 628.9588, mean_absolute_error: 0.1867, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9847, predictive_accuracy: 0.9843, prior_entropy: 0.9312, recall: 0.9843, relative_absolute_error: 0.4121, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.4776, scimark_benchmark: 1867.6156, usercpu_time_millis: 0.272, usercpu_time_millis_testing: 0.156, usercpu_time_millis_training: 0.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9853, kappa: 0.9674, kb_relative_information_score: 635.9004, mean_absolute_error: 0.183, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9857, predictive_accuracy: 0.9854, prior_entropy: 0.9312, recall: 0.9854, relative_absolute_error: 0.404, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2241, root_relative_squared_error: 0.4709, scimark_benchmark: 1830.343, usercpu_time_millis: 0.279, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 0.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.8848, kappa: 0.7447, kb_relative_information_score: 709.5572, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8845, predictive_accuracy: 0.8852, prior_entropy: 0.9312, recall: 0.8852, relative_absolute_error: 0.2469, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.6339, scimark_benchmark: 1767.4342, usercpu_time_millis: 0.271, usercpu_time_millis_testing: 0.266, usercpu_time_millis_training: 0.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.8848, kappa: 0.7447, kb_relative_information_score: 709.5572, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8845, predictive_accuracy: 0.8852, prior_entropy: 0.9312, recall: 0.8852, relative_absolute_error: 0.2469, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.6339, scimark_benchmark: 1868.6447, usercpu_time_millis: 0.267, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9717, kappa: 0.9375, kb_relative_information_score: 724.3306, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9718, predictive_accuracy: 0.9718, prior_entropy: 0.9312, recall: 0.9718, relative_absolute_error: 0.2768, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2015, root_relative_squared_error: 0.4234, scimark_benchmark: 1863.8124, usercpu_time_millis: 0.268, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 0.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.8848, kappa: 0.7447, kb_relative_information_score: 718.7433, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8845, predictive_accuracy: 0.8852, prior_entropy: 0.9312, recall: 0.8852, relative_absolute_error: 0.2442, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.25, root_relative_squared_error: 0.5253, scimark_benchmark: 1869.8223, usercpu_time_millis: 0.262, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 0.001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 657.7166, mean_absolute_error: 0.1713, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.9312, recall: 0.9875, relative_absolute_error: 0.3781, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.4504, scimark_benchmark: 1793.1063, usercpu_time_millis: 0.16, usercpu_time_millis_testing: 0.157, usercpu_time_millis_training: 0.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, f_measure: 0.8848, kappa: 0.7447, kb_relative_information_score: 709.5572, mean_absolute_error: 0.1118, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8845, predictive_accuracy: 0.8852, prior_entropy: 0.9312, recall: 0.8852, relative_absolute_error: 0.2469, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.6339, scimark_benchmark: 1868.1196, usercpu_time_millis: 0.264, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 0.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 680.4234, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.35, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.4305, scimark_benchmark: 1870.1619, usercpu_time_millis: 0.273, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 0.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9832, kappa: 0.9628, kb_relative_information_score: 719.6136, mean_absolute_error: 0.132, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9836, predictive_accuracy: 0.9833, prior_entropy: 0.9312, recall: 0.9833, relative_absolute_error: 0.2914, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.413, scimark_benchmark: 1872.4881, usercpu_time_millis: 0.278, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9759, kappa: 0.9467, kb_relative_information_score: 722.9557, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.976, predictive_accuracy: 0.976, prior_entropy: 0.9312, recall: 0.976, relative_absolute_error: 0.2817, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.419, scimark_benchmark: 2172.6235, usercpu_time_millis: 0.237, usercpu_time_millis_testing: 0.233, usercpu_time_millis_training: 0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9843, kappa: 0.9651, kb_relative_information_score: 622.0588, mean_absolute_error: 0.1903, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9847, predictive_accuracy: 0.9843, prior_entropy: 0.9312, recall: 0.9843, relative_absolute_error: 0.42, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.4843, scimark_benchmark: 1872.8797, usercpu_time_millis: 0.167, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 0.005,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9686, kappa: 0.9305, kb_relative_information_score: 725.6482, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9687, predictive_accuracy: 0.9687, prior_entropy: 0.9312, recall: 0.9687, relative_absolute_error: 0.2716, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.429, scimark_benchmark: 1842.6274, usercpu_time_millis: 0.283, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 0.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9843, kappa: 0.9651, kb_relative_information_score: 628.9588, mean_absolute_error: 0.1867, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9847, predictive_accuracy: 0.9843, prior_entropy: 0.9312, recall: 0.9843, relative_absolute_error: 0.4121, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.4776, scimark_benchmark: 1787.3098, usercpu_time_millis: 0.295, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 0.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9801, kappa: 0.9558, kb_relative_information_score: 721.4641, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9312, recall: 0.9802, relative_absolute_error: 0.2865, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.4155, scimark_benchmark: 1869.7524, usercpu_time_millis: 0.266, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 0.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 694.76, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.3312, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.4196, scimark_benchmark: 1826.9225, usercpu_time_millis: 0.285, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 0.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 672.8264, mean_absolute_error: 0.1629, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.9312, recall: 0.9875, relative_absolute_error: 0.3595, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.4369, scimark_benchmark: 1843.8293, usercpu_time_millis: 0.287, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 657.7166, mean_absolute_error: 0.1713, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.9312, recall: 0.9875, relative_absolute_error: 0.3781, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.4504, scimark_benchmark: 1863.9791, usercpu_time_millis: 0.157, usercpu_time_millis_testing: 0.154, usercpu_time_millis_training: 0.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.8848, kappa: 0.7447, kb_relative_information_score: 714.0746, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8845, predictive_accuracy: 0.8852, prior_entropy: 0.9312, recall: 0.8852, relative_absolute_error: 0.2431, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.569, scimark_benchmark: 1844.1351, usercpu_time_millis: 0.257, usercpu_time_millis_testing: 0.254, usercpu_time_millis_training: 0.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 680.4234, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.35, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.4305, scimark_benchmark: 1873.9387, usercpu_time_millis: 0.272, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 687.7714, mean_absolute_error: 0.1542, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.9312, recall: 0.9896, relative_absolute_error: 0.3404, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.4247, scimark_benchmark: 1774.9035, usercpu_time_millis: 0.303, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9801, kappa: 0.9558, kb_relative_information_score: 721.4641, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9312, recall: 0.9802, relative_absolute_error: 0.2865, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.4155, scimark_benchmark: 1771.5041, usercpu_time_millis: 0.272, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 700.9403, mean_absolute_error: 0.1462, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.9312, recall: 0.9875, relative_absolute_error: 0.3226, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.4157, scimark_benchmark: 1865.9339, usercpu_time_millis: 0.278, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 710.7523, mean_absolute_error: 0.1395, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.308, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1957, root_relative_squared_error: 0.4112, scimark_benchmark: 1765.9641, usercpu_time_millis: 0.281, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.8848, kappa: 0.7447, kb_relative_information_score: 718.7433, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8845, predictive_accuracy: 0.8852, prior_entropy: 0.9312, recall: 0.8852, relative_absolute_error: 0.2442, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.25, root_relative_squared_error: 0.5253, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.256, usercpu_time_millis_testing: 0.252, usercpu_time_millis_training: 0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 672.8264, mean_absolute_error: 0.1629, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.9312, recall: 0.9875, relative_absolute_error: 0.3595, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.4369, scimark_benchmark: 1865.4271, usercpu_time_millis: 0.283, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 643.0208, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9867, predictive_accuracy: 0.9864, prior_entropy: 0.9312, recall: 0.9864, relative_absolute_error: 0.3957, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.4641, scimark_benchmark: 1868.5777, usercpu_time_millis: 0.28, usercpu_time_millis_testing: 0.156, usercpu_time_millis_training: 0.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9759, kappa: 0.9467, kb_relative_information_score: 722.9557, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.976, predictive_accuracy: 0.976, prior_entropy: 0.9312, recall: 0.976, relative_absolute_error: 0.2817, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.419, scimark_benchmark: 1870.1619, usercpu_time_millis: 0.261, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 0.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9853, kappa: 0.9675, kb_relative_information_score: 717.3513, mean_absolute_error: 0.1343, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9856, predictive_accuracy: 0.9854, prior_entropy: 0.9312, recall: 0.9854, relative_absolute_error: 0.2965, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.4114, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.266, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9286, kappa: 0.8417, kb_relative_information_score: 726.1637, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9287, predictive_accuracy: 0.929, prior_entropy: 0.9312, recall: 0.929, relative_absolute_error: 0.256, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.4578, scimark_benchmark: 1757.7227, usercpu_time_millis: 0.278, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 672.8264, mean_absolute_error: 0.1629, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.9312, recall: 0.9875, relative_absolute_error: 0.3595, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.4369, scimark_benchmark: 1869.7037, usercpu_time_millis: 0.279, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 706.3249, mean_absolute_error: 0.1426, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.3148, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1965, root_relative_squared_error: 0.4129, scimark_benchmark: 1869.7037, usercpu_time_millis: 0.28, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9853, kappa: 0.9675, kb_relative_information_score: 717.3513, mean_absolute_error: 0.1343, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9856, predictive_accuracy: 0.9854, prior_entropy: 0.9312, recall: 0.9854, relative_absolute_error: 0.2965, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.4114, scimark_benchmark: 1869.7037, usercpu_time_millis: 0.279, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 694.76, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.3312, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.4196, scimark_benchmark: 1872.0299, usercpu_time_millis: 0.277, usercpu_time_millis_testing: 0.273, usercpu_time_millis_training: 0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9759, kappa: 0.9467, kb_relative_information_score: 722.9557, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.976, predictive_accuracy: 0.976, prior_entropy: 0.9312, recall: 0.976, relative_absolute_error: 0.2817, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.419, scimark_benchmark: 1745.8253, usercpu_time_millis: 0.29, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 0.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 694.76, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.3312, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1997, root_relative_squared_error: 0.4196, scimark_benchmark: 1754.7159, usercpu_time_millis: 0.281, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 0.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 687.7714, mean_absolute_error: 0.1542, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.9312, recall: 0.9896, relative_absolute_error: 0.3404, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.4247, scimark_benchmark: 1946.5834, usercpu_time_millis: 0.264, usercpu_time_millis_testing: 0.257, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9853, kappa: 0.9675, kb_relative_information_score: 717.3513, mean_absolute_error: 0.1343, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9856, predictive_accuracy: 0.9854, prior_entropy: 0.9312, recall: 0.9854, relative_absolute_error: 0.2965, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.4114, scimark_benchmark: 1756.9576, usercpu_time_millis: 0.285, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 0.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.8848, kappa: 0.7447, kb_relative_information_score: 714.0746, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8845, predictive_accuracy: 0.8852, prior_entropy: 0.9312, recall: 0.8852, relative_absolute_error: 0.2431, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.569, scimark_benchmark: 2156.1426, usercpu_time_millis: 0.241, usercpu_time_millis_testing: 0.236, usercpu_time_millis_training: 0.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.917, kappa: 0.8157, kb_relative_information_score: 721.5376, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9171, predictive_accuracy: 0.9175, prior_entropy: 0.9312, recall: 0.9175, relative_absolute_error: 0.2475, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2357, root_relative_squared_error: 0.4952, scimark_benchmark: 1872.0299, usercpu_time_millis: 0.274, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.917, kappa: 0.8157, kb_relative_information_score: 723.7399, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9171, predictive_accuracy: 0.9175, prior_entropy: 0.9312, recall: 0.9175, relative_absolute_error: 0.2516, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.4737, scimark_benchmark: 1759.8258, usercpu_time_millis: 0.279, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.917, kappa: 0.8157, kb_relative_information_score: 721.5376, mean_absolute_error: 0.1121, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9171, predictive_accuracy: 0.9175, prior_entropy: 0.9312, recall: 0.9175, relative_absolute_error: 0.2475, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2357, root_relative_squared_error: 0.4952, scimark_benchmark: 1760.5888, usercpu_time_millis: 0.284, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 714.3961, mean_absolute_error: 0.1368, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9867, predictive_accuracy: 0.9864, prior_entropy: 0.9312, recall: 0.9864, relative_absolute_error: 0.3019, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1955, root_relative_squared_error: 0.4108, scimark_benchmark: 1830.1259, usercpu_time_millis: 0.281, usercpu_time_millis_testing: 0.278, usercpu_time_millis_training: 0.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 672.8264, mean_absolute_error: 0.1629, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.9312, recall: 0.9875, relative_absolute_error: 0.3595, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2079, root_relative_squared_error: 0.4369, scimark_benchmark: 1850.8036, usercpu_time_millis: 0.288, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9853, kappa: 0.9675, kb_relative_information_score: 717.3513, mean_absolute_error: 0.1343, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9856, predictive_accuracy: 0.9854, prior_entropy: 0.9312, recall: 0.9854, relative_absolute_error: 0.2965, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.4114, scimark_benchmark: 1757.8285, usercpu_time_millis: 0.273, usercpu_time_millis_testing: 0.269, usercpu_time_millis_training: 0.004,

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