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: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1275.5957, usercpu_time_millis: 0.263, usercpu_time_millis_testing: 0.129, usercpu_time_millis_training: 0.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7926, f_measure: 0.7252, kappa: 0.3823, kb_relative_information_score: 153.2414, mean_absolute_error: 0.3885, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7798, predictive_accuracy: 0.7578, prior_entropy: 0.9312, recall: 0.7578, relative_absolute_error: 0.8576, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4241, root_relative_squared_error: 0.8912, scimark_benchmark: 1299.1531, usercpu_time_millis: 0.552, usercpu_time_millis_testing: 0.242, usercpu_time_millis_training: 0.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 819.7122, mean_absolute_error: 0.0811, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.9312, recall: 0.9833, relative_absolute_error: 0.1791, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.2909, scimark_benchmark: 1305.8383, usercpu_time_millis: 0.394, usercpu_time_millis_testing: 0.102, usercpu_time_millis_training: 0.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7922, f_measure: 0.7092, kappa: 0.343, kb_relative_information_score: 183.4071, mean_absolute_error: 0.371, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7344, predictive_accuracy: 0.7359, prior_entropy: 0.9312, recall: 0.7359, relative_absolute_error: 0.819, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4181, root_relative_squared_error: 0.8786, scimark_benchmark: 1304.2635, usercpu_time_millis: 0.254, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 0.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 737.4369, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.9312, recall: 0.9833, relative_absolute_error: 0.2853, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1735, root_relative_squared_error: 0.3645, scimark_benchmark: 1274.6578, usercpu_time_millis: 0.353, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 0.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1302.496, usercpu_time_millis: 0.231, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 820.3342, mean_absolute_error: 0.0807, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.9312, recall: 0.9833, relative_absolute_error: 0.1781, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1383, root_relative_squared_error: 0.2906, scimark_benchmark: 1296.9002, usercpu_time_millis: 0.414, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 0.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1269.0713, usercpu_time_millis: 0.222, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 0.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9526, f_measure: 0.8388, kappa: 0.6357, kb_relative_information_score: 392.903, mean_absolute_error: 0.2899, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8575, predictive_accuracy: 0.8476, prior_entropy: 0.9312, recall: 0.8476, relative_absolute_error: 0.64, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3348, root_relative_squared_error: 0.7035, scimark_benchmark: 1276.2008, usercpu_time_millis: 0.287, usercpu_time_millis_testing: 0.115, usercpu_time_millis_training: 0.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1285.925, usercpu_time_millis: 0.218, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1279.4488, usercpu_time_millis: 0.221, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 721.5539, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.9312, recall: 0.9833, relative_absolute_error: 0.3047, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1812, root_relative_squared_error: 0.3807, scimark_benchmark: 1303.1667, usercpu_time_millis: 0.31, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 0.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9363, kappa: 0.8575, kb_relative_information_score: 540.7889, mean_absolute_error: 0.2278, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9394, predictive_accuracy: 0.9374, prior_entropy: 0.9312, recall: 0.9374, relative_absolute_error: 0.5028, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.57, scimark_benchmark: 1298.6984, usercpu_time_millis: 0.271, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 0.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1299.7948, usercpu_time_millis: 0.289, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 0.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7925, f_measure: 0.7115, kappa: 0.3482, kb_relative_information_score: 186.9116, mean_absolute_error: 0.3695, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7372, predictive_accuracy: 0.738, prior_entropy: 0.9312, recall: 0.738, relative_absolute_error: 0.8157, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4172, root_relative_squared_error: 0.8767, scimark_benchmark: 1292.7595, usercpu_time_millis: 0.239, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 0.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1288.3867, usercpu_time_millis: 0.237, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 0.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1298.1936, usercpu_time_millis: 0.216, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9275, kappa: 0.8375, kb_relative_information_score: 519.069, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9319, predictive_accuracy: 0.929, prior_entropy: 0.9312, recall: 0.929, relative_absolute_error: 0.5231, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2816, root_relative_squared_error: 0.5918, scimark_benchmark: 1303.5619, usercpu_time_millis: 0.267, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 0.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1266.1304, usercpu_time_millis: 0.227, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7838, f_measure: 0.6701, kappa: 0.2733, kb_relative_information_score: 106.3618, mean_absolute_error: 0.4102, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7853, predictive_accuracy: 0.7286, prior_entropy: 0.9312, recall: 0.7286, relative_absolute_error: 0.9054, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.9214, scimark_benchmark: 1271.1118, usercpu_time_millis: 0.233, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1303.7403, usercpu_time_millis: 0.219, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1304.0817, usercpu_time_millis: 0.216, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 803.3623, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.9312, recall: 0.9833, relative_absolute_error: 0.201, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.3037, scimark_benchmark: 1269.3229, usercpu_time_millis: 0.449, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 0.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1282.1931, usercpu_time_millis: 0.226, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.8295, kappa: 0.6145, kb_relative_information_score: 339.7384, mean_absolute_error: 0.31, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8492, predictive_accuracy: 0.8392, prior_entropy: 0.9312, recall: 0.8392, relative_absolute_error: 0.6843, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3576, root_relative_squared_error: 0.7515, scimark_benchmark: 1284.0441, usercpu_time_millis: 0.249, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 0.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 827.3799, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.9312, recall: 0.9833, relative_absolute_error: 0.1687, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1358, root_relative_squared_error: 0.2853, scimark_benchmark: 1281.522, usercpu_time_millis: 0.484, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 0.377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7679, f_measure: 0.6856, kappa: 0.2981, kb_relative_information_score: 100.2863, mean_absolute_error: 0.4111, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7533, predictive_accuracy: 0.7307, prior_entropy: 0.9312, recall: 0.7307, relative_absolute_error: 0.9074, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4424, root_relative_squared_error: 0.9297, scimark_benchmark: 1299.3011, usercpu_time_millis: 0.238, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 0.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1269.0392, usercpu_time_millis: 0.258, usercpu_time_millis_testing: 0.126, usercpu_time_millis_training: 0.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1257.0666, usercpu_time_millis: 0.246, usercpu_time_millis_testing: 0.117, usercpu_time_millis_training: 0.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1298.7953, usercpu_time_millis: 0.229, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6686, f_measure: 0.5165, kb_relative_information_score: 16.8456, mean_absolute_error: 0.4465, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9855, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4695, root_relative_squared_error: 0.9866, scimark_benchmark: 1277.3573, usercpu_time_millis: 0.272, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 0.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.832, f_measure: 0.7437, kappa: 0.4206, kb_relative_information_score: 250.047, mean_absolute_error: 0.3428, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7735, predictive_accuracy: 0.7662, prior_entropy: 0.9312, recall: 0.7662, relative_absolute_error: 0.7566, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3962, root_relative_squared_error: 0.8325, scimark_benchmark: 1293.6038, usercpu_time_millis: 0.245, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 0.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 797.31, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.9312, recall: 0.9833, relative_absolute_error: 0.2087, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1471, root_relative_squared_error: 0.3091, scimark_benchmark: 1296.3861, usercpu_time_millis: 0.44, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 0.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 810.2702, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.9312, recall: 0.9833, relative_absolute_error: 0.1916, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.142, root_relative_squared_error: 0.2984, scimark_benchmark: 1273.9757, usercpu_time_millis: 0.399, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 0.286,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9108, kappa: 0.7995, kb_relative_information_score: 489.0173, mean_absolute_error: 0.2513, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9183, predictive_accuracy: 0.9134, prior_entropy: 0.9312, recall: 0.9134, relative_absolute_error: 0.5547, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.294, root_relative_squared_error: 0.6179, scimark_benchmark: 1297.4244, usercpu_time_millis: 0.258, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 0.154,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 727.5459, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.9312, recall: 0.9833, relative_absolute_error: 0.297, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.3753, scimark_benchmark: 1288.4402, usercpu_time_millis: 0.347, usercpu_time_millis_testing: 0.116, usercpu_time_millis_training: 0.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.979, kappa: 0.9532, kb_relative_information_score: 619.4148, mean_absolute_error: 0.1916, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9798, predictive_accuracy: 0.9791, prior_entropy: 0.9312, recall: 0.9791, relative_absolute_error: 0.4229, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2321, root_relative_squared_error: 0.4877, scimark_benchmark: 1265.8549, usercpu_time_millis: 0.302, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7864, f_measure: 0.7128, kappa: 0.3535, kb_relative_information_score: 163.8776, mean_absolute_error: 0.3811, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7571, predictive_accuracy: 0.7453, prior_entropy: 0.9312, recall: 0.7453, relative_absolute_error: 0.8413, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4225, root_relative_squared_error: 0.8878, scimark_benchmark: 1276.7493, usercpu_time_millis: 0.232, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7911, f_measure: 0.7243, kappa: 0.3801, kb_relative_information_score: 166.0027, mean_absolute_error: 0.3815, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7775, predictive_accuracy: 0.7568, prior_entropy: 0.9312, recall: 0.7568, relative_absolute_error: 0.8423, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4211, root_relative_squared_error: 0.8848, scimark_benchmark: 1302.8549, usercpu_time_millis: 0.22, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8221, f_measure: 0.7501, kappa: 0.4359, kb_relative_information_score: 216.9578, mean_absolute_error: 0.3595, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7902, predictive_accuracy: 0.7745, prior_entropy: 0.9312, recall: 0.7745, relative_absolute_error: 0.7936, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4048, root_relative_squared_error: 0.8507, scimark_benchmark: 1303.0753, usercpu_time_millis: 0.245, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 0.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, f_measure: 0.8403, kappa: 0.639, kb_relative_information_score: 394.346, mean_absolute_error: 0.2863, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8577, predictive_accuracy: 0.8486, prior_entropy: 0.9312, recall: 0.8486, relative_absolute_error: 0.6321, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3364, root_relative_squared_error: 0.7069, scimark_benchmark: 1299.7411, usercpu_time_millis: 0.261, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 0.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1282.1526, usercpu_time_millis: 0.23, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 0.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.776, f_measure: 0.7187, kappa: 0.3685, kb_relative_information_score: 127.7392, mean_absolute_error: 0.3995, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7773, predictive_accuracy: 0.7537, prior_entropy: 0.9312, recall: 0.7537, relative_absolute_error: 0.8819, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4323, root_relative_squared_error: 0.9085, scimark_benchmark: 1302.3215, usercpu_time_millis: 0.224, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 0.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 762.0657, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.9312, recall: 0.9833, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1623, root_relative_squared_error: 0.341, scimark_benchmark: 1303.1742, usercpu_time_millis: 0.365, usercpu_time_millis_testing: 0.111, usercpu_time_millis_training: 0.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1277.2889, usercpu_time_millis: 0.245, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 0.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5786, f_measure: 0.5165, kb_relative_information_score: 0.349, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4758, root_relative_squared_error: 0.9999, scimark_benchmark: 1302.3323, usercpu_time_millis: 0.212, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 0.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1271.9356, usercpu_time_millis: 0.224, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9652, kappa: 0.9225, kb_relative_information_score: 573.2937, mean_absolute_error: 0.2138, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9666, predictive_accuracy: 0.9656, prior_entropy: 0.9312, recall: 0.9656, relative_absolute_error: 0.4719, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2547, root_relative_squared_error: 0.5352, scimark_benchmark: 1269.3529, usercpu_time_millis: 0.277, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 0.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 819.1235, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.9312, recall: 0.9833, relative_absolute_error: 0.1799, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1386, root_relative_squared_error: 0.2913, scimark_benchmark: 1280.9411, usercpu_time_millis: 0.503, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 0.39,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9514, kappa: 0.8915, kb_relative_information_score: 562.1352, mean_absolute_error: 0.2185, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9532, predictive_accuracy: 0.952, prior_entropy: 0.9312, recall: 0.952, relative_absolute_error: 0.4824, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2606, root_relative_squared_error: 0.5476, scimark_benchmark: 1268.9898, usercpu_time_millis: 0.283, usercpu_time_millis_testing: 0.111, usercpu_time_millis_training: 0.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1299.3946, usercpu_time_millis: 0.222, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1300.5888, usercpu_time_millis: 0.215, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 0.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1303.3268, usercpu_time_millis: 0.221, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 833.1412, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.9312, recall: 0.9833, relative_absolute_error: 0.1608, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1339, root_relative_squared_error: 0.2814, scimark_benchmark: 1279.4863, usercpu_time_millis: 0.5, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 722.6312, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9837, predictive_accuracy: 0.9833, prior_entropy: 0.9312, recall: 0.9833, relative_absolute_error: 0.3031, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1809, root_relative_squared_error: 0.3801, scimark_benchmark: 1292.9074, usercpu_time_millis: 0.363, usercpu_time_millis_testing: 0.117, usercpu_time_millis_training: 0.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8136, f_measure: 0.7409, kappa: 0.4145, kb_relative_information_score: 214.3179, mean_absolute_error: 0.3585, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7715, predictive_accuracy: 0.7641, prior_entropy: 0.9312, recall: 0.7641, relative_absolute_error: 0.7915, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4077, root_relative_squared_error: 0.8568, scimark_benchmark: 1271.7484, usercpu_time_millis: 0.238, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 0.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1277.1099, usercpu_time_millis: 0.22, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1302.2365, usercpu_time_millis: 0.226, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1277.6894, usercpu_time_millis: 0.226, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1289.9395, usercpu_time_millis: 0.217, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 0.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1295.122, usercpu_time_millis: 0.22, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7599, f_measure: 0.5165, kb_relative_information_score: 10.4352, mean_absolute_error: 0.4492, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.472, root_relative_squared_error: 0.9919, scimark_benchmark: 1301.6059, usercpu_time_millis: 0.254, usercpu_time_millis_testing: 0.119, usercpu_time_millis_training: 0.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.8983, kappa: 0.771, kb_relative_information_score: 457.4745, mean_absolute_error: 0.2644, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9087, predictive_accuracy: 0.9019, prior_entropy: 0.9312, recall: 0.9019, relative_absolute_error: 0.5836, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3079, root_relative_squared_error: 0.647, scimark_benchmark: 1298.9831, usercpu_time_millis: 0.297, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 0.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1303.5341, usercpu_time_millis: 0.249, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 0.126,

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