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: 1264.4129, usercpu_time_millis: 0.228, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 0.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6683, f_measure: 0.5165, kb_relative_information_score: 29.4186, mean_absolute_error: 0.4414, 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: 0.9744, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.465, root_relative_squared_error: 0.9771, scimark_benchmark: 1262.7055, usercpu_time_millis: 0.227, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 0.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.8927, kappa: 0.7583, kb_relative_information_score: 460.2101, mean_absolute_error: 0.2614, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9038, predictive_accuracy: 0.8967, prior_entropy: 0.9312, recall: 0.8967, relative_absolute_error: 0.577, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3078, root_relative_squared_error: 0.6468, scimark_benchmark: 1259.0144, usercpu_time_millis: 0.274, usercpu_time_millis_testing: 0.109, 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: 1284.7003, usercpu_time_millis: 0.225, usercpu_time_millis_testing: 0.109, usercpu_time_millis_training: 0.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9673, kappa: 0.9273, kb_relative_information_score: 575.2297, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9685, predictive_accuracy: 0.9676, prior_entropy: 0.9312, recall: 0.9676, relative_absolute_error: 0.47, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2537, root_relative_squared_error: 0.5331, scimark_benchmark: 1273.3044, usercpu_time_millis: 0.304, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 0.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9832, kappa: 0.9627, kb_relative_information_score: 731.8671, mean_absolute_error: 0.1323, 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: 0.2919, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.3705, scimark_benchmark: 1255.592, usercpu_time_millis: 0.383, usercpu_time_millis_testing: 0.126, usercpu_time_millis_training: 0.257,
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: 1280.2248, usercpu_time_millis: 0.242, usercpu_time_millis_testing: 0.116, 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: 1285.7953, usercpu_time_millis: 0.227, usercpu_time_millis_testing: 0.115, 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: 1280.7289, 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: 0.4957, 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: 1283.1877, usercpu_time_millis: 0.228, usercpu_time_millis_testing: 0.111, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7261, f_measure: 0.6929, kappa: 0.3119, kb_relative_information_score: 98.552, mean_absolute_error: 0.4113, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6904, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.9078, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.447, root_relative_squared_error: 0.9394, scimark_benchmark: 1262.8335, usercpu_time_millis: 3.831, usercpu_time_millis_testing: 0.352, usercpu_time_millis_training: 3.479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9226, kappa: 0.8259, kb_relative_information_score: 452.0868, mean_absolute_error: 0.2666, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9309, predictive_accuracy: 0.9248, prior_entropy: 0.9312, recall: 0.9248, relative_absolute_error: 0.5885, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3094, root_relative_squared_error: 0.6502, scimark_benchmark: 1270.3716, usercpu_time_millis: 9.241, usercpu_time_millis_testing: 0.685, usercpu_time_millis_training: 8.556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 658.1841, mean_absolute_error: 0.1702, 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: 0.3757, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.4543, scimark_benchmark: 1260.6992, usercpu_time_millis: 33.789, usercpu_time_millis_testing: 2.385, usercpu_time_millis_training: 31.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.745, f_measure: 0.526, kappa: 0.0157, kb_relative_information_score: 86.5528, mean_absolute_error: 0.4169, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7753, predictive_accuracy: 0.6576, prior_entropy: 0.9312, recall: 0.6576, relative_absolute_error: 0.9202, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.448, root_relative_squared_error: 0.9414, scimark_benchmark: 1255.8246, usercpu_time_millis: 6.869, usercpu_time_millis_testing: 0.777, usercpu_time_millis_training: 6.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 799.5736, mean_absolute_error: 0.0915, 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: 0.202, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.3166, scimark_benchmark: 1263.801, usercpu_time_millis: 65.242, usercpu_time_millis_testing: 3.582, usercpu_time_millis_training: 61.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 629.4197, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.9312, recall: 0.9906, relative_absolute_error: 0.4116, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.475, scimark_benchmark: 1270.0685, usercpu_time_millis: 37.016, usercpu_time_millis_testing: 3.03, usercpu_time_millis_training: 33.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 721.6904, mean_absolute_error: 0.1343, 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: 0.2965, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1917, root_relative_squared_error: 0.4029, scimark_benchmark: 1267.8323, usercpu_time_millis: 38.532, usercpu_time_millis_testing: 1.641, usercpu_time_millis_training: 36.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.7737, kappa: 0.489, kb_relative_information_score: 305.0782, mean_absolute_error: 0.318, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8181, predictive_accuracy: 0.7954, prior_entropy: 0.9312, recall: 0.7954, relative_absolute_error: 0.7019, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3678, root_relative_squared_error: 0.7728, scimark_benchmark: 1257.2757, usercpu_time_millis: 20.563, usercpu_time_millis_testing: 1.672, usercpu_time_millis_training: 18.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9758, kappa: 0.9461, kb_relative_information_score: 657.4055, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9768, predictive_accuracy: 0.976, prior_entropy: 0.9312, recall: 0.976, relative_absolute_error: 0.3657, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.4793, scimark_benchmark: 1248.5608, usercpu_time_millis: 61.681, usercpu_time_millis_testing: 2.122, usercpu_time_millis_training: 59.559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 755.9807, mean_absolute_error: 0.1157, 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: 0.2553, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.367, scimark_benchmark: 1269.3516, usercpu_time_millis: 29.074, usercpu_time_millis_testing: 1.195, usercpu_time_millis_training: 27.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4963, f_measure: 0.5165, kb_relative_information_score: 0.1314, 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: 1261.3804, usercpu_time_millis: 4.614, usercpu_time_millis_testing: 0.554, usercpu_time_millis_training: 4.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4969, f_measure: 0.5165, kb_relative_information_score: 0.1885, 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: 1265.6434, usercpu_time_millis: 7.466, usercpu_time_millis_testing: 0.89, usercpu_time_millis_training: 6.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 754.4791, mean_absolute_error: 0.1175, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.9312, recall: 0.9906, relative_absolute_error: 0.2593, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.3601, scimark_benchmark: 1262.5444, usercpu_time_millis: 40.659, usercpu_time_millis_testing: 1.958, usercpu_time_millis_training: 38.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8006, f_measure: 0.6906, kappa: 0.3138, kb_relative_information_score: 141.7472, mean_absolute_error: 0.39, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6893, predictive_accuracy: 0.6921, prior_entropy: 0.9312, recall: 0.6921, relative_absolute_error: 0.861, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4298, root_relative_squared_error: 0.9032, scimark_benchmark: 1261.4383, usercpu_time_millis: 16.162, usercpu_time_millis_testing: 1.11, usercpu_time_millis_training: 15.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4971, f_measure: 0.5165, kb_relative_information_score: 0.0135, 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: 1261.9701, usercpu_time_millis: 6.857, usercpu_time_millis_testing: 1.008, usercpu_time_millis_training: 5.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9379, kappa: 0.8606, kb_relative_information_score: 469.2, mean_absolute_error: 0.2587, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9446, predictive_accuracy: 0.9395, prior_entropy: 0.9312, recall: 0.9395, relative_absolute_error: 0.5711, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3043, root_relative_squared_error: 0.6394, scimark_benchmark: 1264.2638, usercpu_time_millis: 36.936, usercpu_time_millis_testing: 3.017, usercpu_time_millis_training: 33.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7821, f_measure: 0.6906, kappa: 0.302, kb_relative_information_score: 129.6693, mean_absolute_error: 0.3967, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6906, predictive_accuracy: 0.7035, prior_entropy: 0.9312, recall: 0.7035, relative_absolute_error: 0.8757, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4339, root_relative_squared_error: 0.9117, scimark_benchmark: 1270.3215, usercpu_time_millis: 13.936, usercpu_time_millis_testing: 1.289, usercpu_time_millis_training: 12.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9014, kappa: 0.7779, kb_relative_information_score: 470.4597, mean_absolute_error: 0.2433, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.913, predictive_accuracy: 0.905, prior_entropy: 0.9312, recall: 0.905, relative_absolute_error: 0.5371, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3126, root_relative_squared_error: 0.657, scimark_benchmark: 1261.4151, usercpu_time_millis: 16.244, usercpu_time_millis_testing: 0.771, usercpu_time_millis_training: 15.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8085, f_measure: 0.6963, kappa: 0.3161, kb_relative_information_score: 158.3574, mean_absolute_error: 0.3827, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6952, predictive_accuracy: 0.7067, prior_entropy: 0.9312, recall: 0.7067, relative_absolute_error: 0.8448, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.424, root_relative_squared_error: 0.8909, scimark_benchmark: 1265.9483, usercpu_time_millis: 0.993, usercpu_time_millis_testing: 0.205, usercpu_time_millis_training: 0.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5165, kb_relative_information_score: 0.2009, 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: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1239.5555, usercpu_time_millis: 4.805, usercpu_time_millis_testing: 0.67, usercpu_time_millis_training: 4.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8085, f_measure: 0.6511, kappa: 0.2345, kb_relative_information_score: 119.0344, mean_absolute_error: 0.4045, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7679, predictive_accuracy: 0.7161, prior_entropy: 0.9312, recall: 0.7161, relative_absolute_error: 0.893, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4336, root_relative_squared_error: 0.9111, scimark_benchmark: 1259.8092, usercpu_time_millis: 13.991, usercpu_time_millis_testing: 1.632, usercpu_time_millis_training: 12.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.5165, kb_relative_information_score: -0.5565, mean_absolute_error: 0.4531, 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: 1.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1265.5949, usercpu_time_millis: 2.135, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 1.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 684.4104, mean_absolute_error: 0.1574, 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: 0.3474, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.4214, scimark_benchmark: 1272.048, usercpu_time_millis: 65.111, usercpu_time_millis_testing: 4.315, usercpu_time_millis_training: 60.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 699.1578, mean_absolute_error: 0.1486, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.9312, recall: 0.9906, relative_absolute_error: 0.3281, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.4105, scimark_benchmark: 1256.8095, usercpu_time_millis: 32.409, usercpu_time_millis_testing: 1.928, usercpu_time_millis_training: 30.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8247, f_measure: 0.6939, kappa: 0.3114, kb_relative_information_score: 203.2844, mean_absolute_error: 0.3601, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6923, predictive_accuracy: 0.7035, prior_entropy: 0.9312, recall: 0.7035, relative_absolute_error: 0.7949, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.407, root_relative_squared_error: 0.8553, scimark_benchmark: 1264.0925, usercpu_time_millis: 34.167, usercpu_time_millis_testing: 1.714, usercpu_time_millis_training: 32.453,
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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: 1253.2358, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.067,
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: 1259.3477, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.074,
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: 1258.6979, usercpu_time_millis: 0.116, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6534, f_measure: 0.6557, kappa: 0.2211, kb_relative_information_score: 120.6781, mean_absolute_error: 0.4007, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6625, predictive_accuracy: 0.6827, prior_entropy: 0.9312, recall: 0.6827, relative_absolute_error: 0.8845, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4508, root_relative_squared_error: 0.9472, scimark_benchmark: 1285.2027, usercpu_time_millis: 0.127, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6686, f_measure: 0.7038, kappa: 0.3378, kb_relative_information_score: 155.985, mean_absolute_error: 0.3843, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7015, predictive_accuracy: 0.7088, prior_entropy: 0.9312, recall: 0.7088, relative_absolute_error: 0.8482, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4404, root_relative_squared_error: 0.9254, scimark_benchmark: 1249.9275, usercpu_time_millis: 0.147, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 121.1671, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9411, scimark_benchmark: 1269.99, usercpu_time_millis: 0.141, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.081,
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: 1267.7048, usercpu_time_millis: 0.124, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.071,
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: 1305.0564, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.062,
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: 1246.525, usercpu_time_millis: 0.142, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.093,
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: 1278.0616, usercpu_time_millis: 0.132, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.084,
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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: 1247.5186, usercpu_time_millis: 0.146, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.095,
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: 1252.2034, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.066,
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: 1274.4201, usercpu_time_millis: 0.124, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 121.1671, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9411, scimark_benchmark: 1277.4103, usercpu_time_millis: 0.145, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6469, f_measure: 0.6869, kappa: 0.3032, kb_relative_information_score: 104.917, mean_absolute_error: 0.4074, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6849, predictive_accuracy: 0.69, prior_entropy: 0.9312, recall: 0.69, relative_absolute_error: 0.8993, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4524, root_relative_squared_error: 0.9507, scimark_benchmark: 1277.0825, usercpu_time_millis: 0.147, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.081,
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: 1288.9134, usercpu_time_millis: 0.124, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.074,
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: 1279.7151, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.068,
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: 1248.583, usercpu_time_millis: 0.127, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9384, f_measure: 0.8734, kappa: 0.7224, kb_relative_information_score: 592.9815, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8748, predictive_accuracy: 0.8727, prior_entropy: 0.9312, recall: 0.8727, relative_absolute_error: 0.384, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2978, root_relative_squared_error: 0.6259, scimark_benchmark: 1281.8522, usercpu_time_millis: 0.146, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 121.1671, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9411, scimark_benchmark: 1263.0876, usercpu_time_millis: 0.131, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.073,
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: 1260.721, usercpu_time_millis: 0.148, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.088,
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: 1277.3943, usercpu_time_millis: 0.142, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.096,
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: 1280.0753, usercpu_time_millis: 0.14, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.094,
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: 1276.3331, usercpu_time_millis: 0.113, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 121.1671, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9411, scimark_benchmark: 1269.3146, usercpu_time_millis: 0.13, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.072,
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: 1282.3165, usercpu_time_millis: 0.149, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.102,
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: 1281.5413, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.063,
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: 1279.7454, usercpu_time_millis: 0.134, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.08,
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: 1255.2701, usercpu_time_millis: 0.122, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.074,

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