Task
Supervised Classification on monks-problems-3

Supervised Classification on monks-problems-3

Task 146066 Supervised Classification monks-problems-3 32406 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1281.6447, usercpu_time_millis: 0.197, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 324.6766, mean_absolute_error: 0.2422, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.4851, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.5392, scimark_benchmark: 1277.4254, usercpu_time_millis: 0.186, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1261.4888, usercpu_time_millis: 0.186, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 99.7124, mean_absolute_error: 0.4317, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.8647, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.434, root_relative_squared_error: 0.8687, scimark_benchmark: 1265.0792, usercpu_time_millis: 0.202, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 475.0701, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1678, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1623, root_relative_squared_error: 0.3248, scimark_benchmark: 1273.0599, usercpu_time_millis: 0.228, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 0.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1275.6361, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1252.2108, usercpu_time_millis: 0.181, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9747, kappa: 0.9494, kb_relative_information_score: 499.636, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9748, predictive_accuracy: 0.9747, prior_entropy: 0.9989, recall: 0.9747, relative_absolute_error: 0.114, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.286, scimark_benchmark: 1273.5496, usercpu_time_millis: 0.334, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1251.6825, usercpu_time_millis: 0.185, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9747, kappa: 0.9494, kb_relative_information_score: 498.9934, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9748, predictive_accuracy: 0.9747, prior_entropy: 0.9989, recall: 0.9747, relative_absolute_error: 0.1153, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1435, root_relative_squared_error: 0.2872, scimark_benchmark: 1252.1356, usercpu_time_millis: 0.295, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 0.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.8156, kappa: 0.6347, kb_relative_information_score: 50.7972, mean_absolute_error: 0.466, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.8398, predictive_accuracy: 0.8195, prior_entropy: 0.9989, recall: 0.8195, relative_absolute_error: 0.9335, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.467, root_relative_squared_error: 0.9347, scimark_benchmark: 1256.565, usercpu_time_millis: 0.189, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1254.1384, usercpu_time_millis: 0.183, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 438.259, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.2505, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1886, root_relative_squared_error: 0.3775, scimark_benchmark: 1264.5544, usercpu_time_millis: 0.198, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1279.5313, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1282.9623, usercpu_time_millis: 0.188, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1279.3334, usercpu_time_millis: 0.199, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 479.6269, mean_absolute_error: 0.0787, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1576, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1589, root_relative_squared_error: 0.318, scimark_benchmark: 1259.7278, usercpu_time_millis: 0.233, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.8425, kappa: 0.6865, kb_relative_information_score: 57.621, mean_absolute_error: 0.4614, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.8584, predictive_accuracy: 0.8448, prior_entropy: 0.9989, recall: 0.8448, relative_absolute_error: 0.9242, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4625, root_relative_squared_error: 0.9256, scimark_benchmark: 1255.6553, usercpu_time_millis: 0.211, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1271.7846, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9693, kappa: 0.9386, kb_relative_information_score: 491.8364, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9696, predictive_accuracy: 0.9693, prior_entropy: 0.9989, recall: 0.9693, relative_absolute_error: 0.1307, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1496, root_relative_squared_error: 0.2995, scimark_benchmark: 1279.812, usercpu_time_millis: 0.324, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1275.5001, usercpu_time_millis: 0.181, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1276.7957, usercpu_time_millis: 0.193, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1262.9862, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 219.0196, mean_absolute_error: 0.3373, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.6757, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.349, root_relative_squared_error: 0.6985, scimark_benchmark: 1262.3339, usercpu_time_millis: 0.18, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1273.7811, usercpu_time_millis: 0.176, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 452.041, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.2197, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.178, root_relative_squared_error: 0.3562, scimark_benchmark: 1278.7924, usercpu_time_millis: 0.191, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1260.1358, usercpu_time_millis: 0.181, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1259.1963, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1258.1073, usercpu_time_millis: 0.183, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 0.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1272.4944, usercpu_time_millis: 0.178, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1270.0621, usercpu_time_millis: 0.187, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1292.7149, usercpu_time_millis: 0.173, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9812, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 439.3636, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.2479, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.381, scimark_benchmark: 1278.2164, usercpu_time_millis: 0.191, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1274.7378, usercpu_time_millis: 0.181, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.087,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1251.0879, usercpu_time_millis: 0.181, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 447.1375, mean_absolute_error: 0.1152, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.2308, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.3616, scimark_benchmark: 1260.5931, usercpu_time_millis: 0.332, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 0.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1272.1498, usercpu_time_millis: 0.195, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 0.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1261.1764, usercpu_time_millis: 0.196, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 0.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 470.1764, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1788, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3312, scimark_benchmark: 1276.436, usercpu_time_millis: 0.211, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1276.1571, usercpu_time_millis: 0.196, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 0.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9657, kappa: 0.9314, kb_relative_information_score: 488.2685, mean_absolute_error: 0.0691, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9662, predictive_accuracy: 0.9657, prior_entropy: 0.9989, recall: 0.9657, relative_absolute_error: 0.1384, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1523, root_relative_squared_error: 0.3048, scimark_benchmark: 1260.3165, usercpu_time_millis: 0.245, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1261.6038, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1286.1823, usercpu_time_millis: 0.185, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 273.5223, mean_absolute_error: 0.2897, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.5803, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.3083, root_relative_squared_error: 0.6171, scimark_benchmark: 1265.1211, usercpu_time_millis: 0.185, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 443.7658, mean_absolute_error: 0.1189, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.2382, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.3645, scimark_benchmark: 1283.3099, usercpu_time_millis: 0.195, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 454.8164, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.2136, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.3504, scimark_benchmark: 1262.653, usercpu_time_millis: 0.205, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1290.1422, usercpu_time_millis: 0.176, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1267.5634, usercpu_time_millis: 0.193, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 0.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1288.7312, usercpu_time_millis: 0.181, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 482.1131, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.152, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1571, root_relative_squared_error: 0.3145, scimark_benchmark: 1290.2475, usercpu_time_millis: 0.221, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1287.1172, usercpu_time_millis: 0.235, usercpu_time_millis_testing: 0.123, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 136.8408, mean_absolute_error: 0.4039, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.809, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4082, root_relative_squared_error: 0.817, scimark_benchmark: 1276.3112, usercpu_time_millis: 0.425, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 0.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9801, kappa: 0.9602, kb_relative_information_score: 502.3215, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9802, predictive_accuracy: 0.9801, prior_entropy: 0.9989, recall: 0.9801, relative_absolute_error: 0.1083, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1403, root_relative_squared_error: 0.2809, scimark_benchmark: 1264.6529, usercpu_time_millis: 0.242, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.149,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 416.6635, mean_absolute_error: 0.1487, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.2978, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.3999, scimark_benchmark: 1284.2107, usercpu_time_millis: 0.194, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.5196, kappa: 0.1788, kb_relative_information_score: 21.138, mean_absolute_error: 0.4858, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.765, predictive_accuracy: 0.6029, prior_entropy: 0.9989, recall: 0.6029, relative_absolute_error: 0.9731, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4862, root_relative_squared_error: 0.9732, scimark_benchmark: 1283.543, usercpu_time_millis: 0.185, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 332.2087, mean_absolute_error: 0.2349, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.4706, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.264, root_relative_squared_error: 0.5285, scimark_benchmark: 1262.6993, usercpu_time_millis: 0.189, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1255.1714, usercpu_time_millis: 0.18, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9657, kappa: 0.9314, kb_relative_information_score: 486.8873, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9662, predictive_accuracy: 0.9657, prior_entropy: 0.9989, recall: 0.9657, relative_absolute_error: 0.1415, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.3071, scimark_benchmark: 1272.6885, usercpu_time_millis: 0.241, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1279.2481, usercpu_time_millis: 0.183, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 446.7551, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.2316, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.3632, scimark_benchmark: 1281.2771, usercpu_time_millis: 0.192, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1261.0358, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1266.033, usercpu_time_millis: 0.182, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1285.6282, usercpu_time_millis: 0.179, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.6292, kappa: 0.3217, kb_relative_information_score: 17.6539, mean_absolute_error: 0.488, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.7692, predictive_accuracy: 0.6697, prior_entropy: 0.9989, recall: 0.6697, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4886, root_relative_squared_error: 0.9779, scimark_benchmark: 1259.2648, usercpu_time_millis: 0.182, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.089,

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