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: 0.9971, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 863.306, mean_absolute_error: 0.0538, 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: 0.1187, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1257, root_relative_squared_error: 0.2641, scimark_benchmark: 1301.0578, usercpu_time_millis: 0.524, usercpu_time_millis_testing: 0.111, usercpu_time_millis_training: 0.413,
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: 1284.01, usercpu_time_millis: 0.262, usercpu_time_millis_testing: 0.124, usercpu_time_millis_training: 0.138,
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: 1265.0116, usercpu_time_millis: 0.219, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 0.112,
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: 1303.8396, usercpu_time_millis: 0.304, usercpu_time_millis_testing: 0.122, usercpu_time_millis_training: 0.182,
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: 1293.9965, 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: 0.7713, f_measure: 0.5165, kb_relative_information_score: 51.0197, mean_absolute_error: 0.4337, 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: 0.9573, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9609, scimark_benchmark: 1297.3239, usercpu_time_millis: 0.236, usercpu_time_millis_testing: 0.11, 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: 1292.03, usercpu_time_millis: 0.226, usercpu_time_millis_testing: 0.112, 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: 1277.7722, usercpu_time_millis: 0.227, usercpu_time_millis_testing: 0.112, 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: 1267.8078, usercpu_time_millis: 0.221, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 0.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7775, f_measure: 0.7155, kappa: 0.3599, kb_relative_information_score: 151.5777, mean_absolute_error: 0.3868, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7635, predictive_accuracy: 0.7484, prior_entropy: 0.9312, recall: 0.7484, relative_absolute_error: 0.8538, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.426, root_relative_squared_error: 0.8952, scimark_benchmark: 1277.952, usercpu_time_millis: 0.232, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6682, f_measure: 0.5165, kb_relative_information_score: 24.5131, mean_absolute_error: 0.4434, 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: 0.9788, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4667, root_relative_squared_error: 0.9808, scimark_benchmark: 1294.7536, usercpu_time_millis: 0.239, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 0.125,
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: 1281.8133, usercpu_time_millis: 0.233, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 0.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7923, f_measure: 0.7238, kappa: 0.3791, kb_relative_information_score: 152.7588, mean_absolute_error: 0.3888, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7788, predictive_accuracy: 0.7568, prior_entropy: 0.9312, recall: 0.7568, relative_absolute_error: 0.8583, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4243, root_relative_squared_error: 0.8916, scimark_benchmark: 1279.4747, usercpu_time_millis: 0.231, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 0.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7877, f_measure: 0.7151, kappa: 0.3577, kb_relative_information_score: 169.0756, mean_absolute_error: 0.3782, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7534, predictive_accuracy: 0.7453, prior_entropy: 0.9312, recall: 0.7453, relative_absolute_error: 0.8349, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4214, root_relative_squared_error: 0.8854, scimark_benchmark: 1301.342, usercpu_time_millis: 0.239, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 0.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 722.2083, mean_absolute_error: 0.1375, 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: 0.3035, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1812, root_relative_squared_error: 0.3807, scimark_benchmark: 1293.0725, usercpu_time_millis: 0.35, usercpu_time_millis_testing: 0.117, usercpu_time_millis_training: 0.233,
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: 1264.1893, usercpu_time_millis: 0.23, usercpu_time_millis_testing: 0.111, usercpu_time_millis_training: 0.119,
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: 1265.3853, usercpu_time_millis: 0.25, usercpu_time_millis_testing: 0.12, usercpu_time_millis_training: 0.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9625, f_measure: 0.8585, kappa: 0.6803, kb_relative_information_score: 425.6032, mean_absolute_error: 0.2754, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8749, predictive_accuracy: 0.8653, prior_entropy: 0.9312, recall: 0.8653, relative_absolute_error: 0.6079, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.6771, scimark_benchmark: 1301.672, usercpu_time_millis: 0.258, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 0.154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7701, f_measure: 0.5165, kb_relative_information_score: 47.9493, mean_absolute_error: 0.4349, 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: 0.96, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4584, root_relative_squared_error: 0.9633, scimark_benchmark: 1297.6782, usercpu_time_millis: 0.235, usercpu_time_millis_testing: 0.111, usercpu_time_millis_training: 0.124,
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: 1265.6307, usercpu_time_millis: 0.221, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 0.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.8768, kappa: 0.7221, kb_relative_information_score: 445.3424, mean_absolute_error: 0.2671, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8906, predictive_accuracy: 0.882, prior_entropy: 0.9312, recall: 0.882, relative_absolute_error: 0.5896, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3142, root_relative_squared_error: 0.6603, scimark_benchmark: 1294.8474, usercpu_time_millis: 0.272, usercpu_time_millis_testing: 0.111, usercpu_time_millis_training: 0.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.8835, kappa: 0.7372, kb_relative_information_score: 448.9631, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.897, predictive_accuracy: 0.8883, prior_entropy: 0.9312, recall: 0.8883, relative_absolute_error: 0.5877, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3123, root_relative_squared_error: 0.6563, scimark_benchmark: 1263.8141, usercpu_time_millis: 0.278, usercpu_time_millis_testing: 0.111, usercpu_time_millis_training: 0.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7894, f_measure: 0.7183, kappa: 0.3651, kb_relative_information_score: 170.4188, mean_absolute_error: 0.3779, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7584, predictive_accuracy: 0.7484, prior_entropy: 0.9312, recall: 0.7484, relative_absolute_error: 0.8342, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4208, root_relative_squared_error: 0.8843, scimark_benchmark: 1270.5521, usercpu_time_millis: 0.247, usercpu_time_millis_testing: 0.112, 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: 1289.135, usercpu_time_millis: 0.219, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8179, f_measure: 0.7474, kappa: 0.4295, kb_relative_information_score: 215.6057, mean_absolute_error: 0.359, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7844, predictive_accuracy: 0.7714, prior_entropy: 0.9312, recall: 0.7714, relative_absolute_error: 0.7924, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4063, root_relative_squared_error: 0.8539, scimark_benchmark: 1270.46, usercpu_time_millis: 0.258, usercpu_time_millis_testing: 0.118, usercpu_time_millis_training: 0.14,
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: 1295.7594, usercpu_time_millis: 0.214, usercpu_time_millis_testing: 0.103, 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: 1298.7222, 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: 1304.4266, usercpu_time_millis: 0.23, usercpu_time_millis_testing: 0.112, 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: 1273.3148, usercpu_time_millis: 0.217, usercpu_time_millis_testing: 0.104, 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: 1306.1917, usercpu_time_millis: 0.229, usercpu_time_millis_testing: 0.115, 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: 1288.7322, usercpu_time_millis: 0.225, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.117,
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: 1303.7544, 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: 1300.9028, usercpu_time_millis: 0.217, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.112,
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: 1264.3948, usercpu_time_millis: 0.219, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 0.115,
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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: 1302.8901, usercpu_time_millis: 0.226, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.118,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 786.8122, mean_absolute_error: 0.1009, 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: 0.2227, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1513, root_relative_squared_error: 0.318, scimark_benchmark: 1274.7045, usercpu_time_millis: 0.38, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 0.259,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7873, f_measure: 0.7155, kappa: 0.3599, kb_relative_information_score: 163.4554, mean_absolute_error: 0.3816, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7635, predictive_accuracy: 0.7484, prior_entropy: 0.9312, recall: 0.7484, relative_absolute_error: 0.8423, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4224, root_relative_squared_error: 0.8877, scimark_benchmark: 1303.7713, usercpu_time_millis: 0.228, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8648, f_measure: 0.7598, kappa: 0.4577, kb_relative_information_score: 261.1107, mean_absolute_error: 0.3415, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8008, predictive_accuracy: 0.7829, prior_entropy: 0.9312, recall: 0.7829, relative_absolute_error: 0.7539, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3887, root_relative_squared_error: 0.8169, scimark_benchmark: 1295.7298, usercpu_time_millis: 0.241, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 0.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7846, f_measure: 0.6701, kappa: 0.2733, kb_relative_information_score: 106.8254, mean_absolute_error: 0.41, 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: 0.9051, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4383, root_relative_squared_error: 0.921, scimark_benchmark: 1300.8005, usercpu_time_millis: 0.215, usercpu_time_millis_testing: 0.1, 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: 1294.6885, usercpu_time_millis: 0.218, usercpu_time_millis_testing: 0.104, 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: 1301.6763, usercpu_time_millis: 0.31, usercpu_time_millis_testing: 0.173, usercpu_time_millis_training: 0.137,
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: 1301.535, usercpu_time_millis: 0.233, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 0.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 831.1632, mean_absolute_error: 0.074, 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: 0.1635, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1346, root_relative_squared_error: 0.2828, scimark_benchmark: 1302.4104, usercpu_time_millis: 0.393, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 0.286,
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: 1288.9933, usercpu_time_millis: 0.224, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 0.117,
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: 1304.7051, usercpu_time_millis: 0.23, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.873, kappa: 0.7132, kb_relative_information_score: 436.9843, mean_absolute_error: 0.2721, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8894, predictive_accuracy: 0.8789, prior_entropy: 0.9312, recall: 0.8789, relative_absolute_error: 0.6007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3167, root_relative_squared_error: 0.6656, scimark_benchmark: 1299.8827, usercpu_time_millis: 0.249, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 0.145,
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: 1299.9542, usercpu_time_millis: 0.21, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 0.11,
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: 1279.6122, usercpu_time_millis: 0.231, usercpu_time_millis_testing: 0.111, 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: 1277.7502, 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: 1293.8281, usercpu_time_millis: 0.222, usercpu_time_millis_testing: 0.107, 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: 1291.297, usercpu_time_millis: 0.236, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 0.124,
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: 1271.3711, usercpu_time_millis: 0.243, usercpu_time_millis_testing: 0.116, usercpu_time_millis_training: 0.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 829.9966, mean_absolute_error: 0.0748, 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: 0.1651, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1349, root_relative_squared_error: 0.2835, scimark_benchmark: 1264.2459, usercpu_time_millis: 0.534, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 0.404,
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: 1277.1527, usercpu_time_millis: 0.223, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9153, kappa: 0.8097, kb_relative_information_score: 502.6455, mean_absolute_error: 0.2441, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9219, predictive_accuracy: 0.9175, prior_entropy: 0.9312, recall: 0.9175, relative_absolute_error: 0.5389, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2891, root_relative_squared_error: 0.6074, scimark_benchmark: 1301.5707, usercpu_time_millis: 0.278, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 0.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9163, f_measure: 0.8181, kappa: 0.5885, kb_relative_information_score: 328.7352, mean_absolute_error: 0.3154, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8421, predictive_accuracy: 0.8299, prior_entropy: 0.9312, recall: 0.8299, relative_absolute_error: 0.6962, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3611, root_relative_squared_error: 0.7588, scimark_benchmark: 1300.1999, usercpu_time_millis: 0.263, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 0.154,
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: 1275.2975, usercpu_time_millis: 0.241, usercpu_time_millis_testing: 0.116, usercpu_time_millis_training: 0.125,
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: 1283.2806, usercpu_time_millis: 0.269, usercpu_time_millis_testing: 0.129, usercpu_time_millis_training: 0.14,
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: 1304.4666, usercpu_time_millis: 0.219, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9524, kappa: 0.894, kb_relative_information_score: 564.6779, mean_absolute_error: 0.2172, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9541, predictive_accuracy: 0.953, prior_entropy: 0.9312, recall: 0.953, relative_absolute_error: 0.4796, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2595, root_relative_squared_error: 0.5453, scimark_benchmark: 1304.519, usercpu_time_millis: 0.287, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 0.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.669, f_measure: 0.5165, kb_relative_information_score: 11.9289, mean_absolute_error: 0.4484, 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: 0.9898, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4713, root_relative_squared_error: 0.9904, scimark_benchmark: 1303.2272, usercpu_time_millis: 0.217, usercpu_time_millis_testing: 0.104, 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: 1274.2683, usercpu_time_millis: 0.23, usercpu_time_millis_testing: 0.111, usercpu_time_millis_training: 0.119,
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: 1296.6261, usercpu_time_millis: 0.242, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 0.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9821, kappa: 0.9603, kb_relative_information_score: 647.3254, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9827, predictive_accuracy: 0.9823, prior_entropy: 0.9312, recall: 0.9823, relative_absolute_error: 0.3919, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2181, root_relative_squared_error: 0.4583, scimark_benchmark: 1273.9884, usercpu_time_millis: 0.316, usercpu_time_millis_testing: 0.115, usercpu_time_millis_training: 0.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, f_measure: 0.7208, kappa: 0.3728, kb_relative_information_score: 150.5837, mean_absolute_error: 0.3896, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7769, predictive_accuracy: 0.7547, prior_entropy: 0.9312, recall: 0.7547, relative_absolute_error: 0.8601, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4248, root_relative_squared_error: 0.8927, scimark_benchmark: 1276.3354, usercpu_time_millis: 0.233, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 0.127,

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