OpenML
Supervised Classification on phoneme

Supervised Classification on phoneme

Task 145857 Supervised Classification phoneme 102354 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1293.8828, usercpu_time_millis: 0.2, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7391, kappa: 0.3535, kb_relative_information_score: 1276.7295, mean_absolute_error: 0.3127, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.736, predictive_accuracy: 0.7491, prior_entropy: 0.8733, recall: 0.7491, relative_absolute_error: 0.754, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1301.766, usercpu_time_millis: 0.251, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7376, kappa: 0.3493, kb_relative_information_score: 1262.9284, mean_absolute_error: 0.314, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7345, predictive_accuracy: 0.748, prior_entropy: 0.8733, recall: 0.748, relative_absolute_error: 0.7572, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1298.8641, usercpu_time_millis: 0.311, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 0.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8113, f_measure: 0.5901, kappa: 0.0103, kb_relative_information_score: 551.6531, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7711, predictive_accuracy: 0.7085, prior_entropy: 0.8733, recall: 0.7085, relative_absolute_error: 0.9041, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4189, root_relative_squared_error: 0.92, scimark_benchmark: 1303.516, usercpu_time_millis: 0.238, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7154, kappa: 0.2866, kb_relative_information_score: 1080.0942, mean_absolute_error: 0.331, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7144, predictive_accuracy: 0.735, prior_entropy: 0.8733, recall: 0.735, relative_absolute_error: 0.798, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3984, root_relative_squared_error: 0.8749, scimark_benchmark: 1304.6923, usercpu_time_millis: 0.216, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1298.9578, usercpu_time_millis: 0.136, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1331.2229, usercpu_time_millis: 0.122, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1304.9668, usercpu_time_millis: 0.154, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1335.8065, usercpu_time_millis: 0.265, usercpu_time_millis_testing: 0.192, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7376, kappa: 0.3493, kb_relative_information_score: 1262.9805, mean_absolute_error: 0.314, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7345, predictive_accuracy: 0.748, prior_entropy: 0.8733, recall: 0.748, relative_absolute_error: 0.7572, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1332.443, usercpu_time_millis: 0.143, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1322.7435, usercpu_time_millis: 0.154, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1333.1603, usercpu_time_millis: 0.14, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1335.2908, usercpu_time_millis: 0.122, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1322.4629, usercpu_time_millis: 0.195, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 0.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1329.1421, usercpu_time_millis: 0.149, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7381, kappa: 0.3508, kb_relative_information_score: 1268.1376, mean_absolute_error: 0.3135, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.735, predictive_accuracy: 0.7483, prior_entropy: 0.8733, recall: 0.7483, relative_absolute_error: 0.756, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8726, scimark_benchmark: 1334.9286, usercpu_time_millis: 0.148, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1313.3098, usercpu_time_millis: 0.138, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8106, f_measure: 0.5969, kappa: 0.0238, kb_relative_information_score: 574.6859, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.752, predictive_accuracy: 0.711, prior_entropy: 0.8733, recall: 0.711, relative_absolute_error: 0.8996, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4177, root_relative_squared_error: 0.9172, scimark_benchmark: 1330.1096, usercpu_time_millis: 0.155, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.725, kappa: 0.3138, kb_relative_information_score: 1158.0032, mean_absolute_error: 0.3239, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7228, predictive_accuracy: 0.7402, prior_entropy: 0.8733, recall: 0.7402, relative_absolute_error: 0.7809, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8728, scimark_benchmark: 1304.2392, usercpu_time_millis: 0.174, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1302.3751, usercpu_time_millis: 0.123, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7382, kappa: 0.351, kb_relative_information_score: 1272.0974, mean_absolute_error: 0.3132, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7351, predictive_accuracy: 0.7483, prior_entropy: 0.8733, recall: 0.7483, relative_absolute_error: 0.7551, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8726, scimark_benchmark: 1334.632, usercpu_time_millis: 0.166, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8023, f_measure: 0.589, kappa: 0.0058, kb_relative_information_score: 536.1644, mean_absolute_error: 0.3755, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6406, predictive_accuracy: 0.7063, prior_entropy: 0.8733, recall: 0.7063, relative_absolute_error: 0.9054, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4201, root_relative_squared_error: 0.9225, scimark_benchmark: 1302.4151, usercpu_time_millis: 0.215, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1305.0479, usercpu_time_millis: 0.259, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8101, f_measure: 0.68, kappa: 0.1922, kb_relative_information_score: 865.8055, mean_absolute_error: 0.3494, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6896, predictive_accuracy: 0.7209, prior_entropy: 0.8733, recall: 0.7209, relative_absolute_error: 0.8425, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4046, root_relative_squared_error: 0.8885, scimark_benchmark: 1322.1464, usercpu_time_millis: 0.171, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7245, kappa: 0.3122, kb_relative_information_score: 1157.3095, mean_absolute_error: 0.3241, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7225, predictive_accuracy: 0.7402, prior_entropy: 0.8733, recall: 0.7402, relative_absolute_error: 0.7813, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1300.9046, usercpu_time_millis: 0.215, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7899, f_measure: 0.585, kb_relative_information_score: 321.8446, mean_absolute_error: 0.3924, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9462, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4336, root_relative_squared_error: 0.9522, scimark_benchmark: 1334.8075, usercpu_time_millis: 0.208, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8055, f_measure: 0.6042, kappa: 0.0313, kb_relative_information_score: 619.642, mean_absolute_error: 0.3692, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6545, predictive_accuracy: 0.7073, prior_entropy: 0.8733, recall: 0.7073, relative_absolute_error: 0.8901, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4156, root_relative_squared_error: 0.9126, scimark_benchmark: 1305.3932, usercpu_time_millis: 0.17, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1307.6216, usercpu_time_millis: 0.13, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7333, f_measure: 0.585, kb_relative_information_score: 69.7019, mean_absolute_error: 0.4102, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9891, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4506, root_relative_squared_error: 0.9895, scimark_benchmark: 1307.7762, usercpu_time_millis: 0.149, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7268, kappa: 0.3185, kb_relative_information_score: 1176.335, mean_absolute_error: 0.3223, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7245, predictive_accuracy: 0.7415, prior_entropy: 0.8733, recall: 0.7415, relative_absolute_error: 0.777, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8723, scimark_benchmark: 1298.4685, usercpu_time_millis: 0.45, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 0.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.7065, kappa: 0.2622, kb_relative_information_score: 1030.3044, mean_absolute_error: 0.3355, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.707, predictive_accuracy: 0.7304, prior_entropy: 0.8733, recall: 0.7304, relative_absolute_error: 0.8089, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3993, root_relative_squared_error: 0.8769, scimark_benchmark: 1332.9389, usercpu_time_millis: 0.24, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7301, kappa: 0.3278, kb_relative_information_score: 1198.463, mean_absolute_error: 0.3202, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7275, predictive_accuracy: 0.7435, prior_entropy: 0.8733, recall: 0.7435, relative_absolute_error: 0.7719, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8722, scimark_benchmark: 1333.712, usercpu_time_millis: 0.206, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 0.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1297.3167, usercpu_time_millis: 0.344, usercpu_time_millis_testing: 0.159, usercpu_time_millis_training: 0.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.7262, kappa: 0.3168, kb_relative_information_score: 1168.6963, mean_absolute_error: 0.323, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.724, predictive_accuracy: 0.7413, prior_entropy: 0.8733, recall: 0.7413, relative_absolute_error: 0.7787, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8724, scimark_benchmark: 1334.7727, usercpu_time_millis: 0.232, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7257, kappa: 0.3158, kb_relative_information_score: 1169.6887, mean_absolute_error: 0.3228, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7232, predictive_accuracy: 0.7404, prior_entropy: 0.8733, recall: 0.7404, relative_absolute_error: 0.7783, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8726, scimark_benchmark: 1331.8015, usercpu_time_millis: 0.17, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1304.8454, usercpu_time_millis: 0.149, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.082,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7345, f_measure: 0.7603, kappa: 0.4471, kb_relative_information_score: 1119.1755, mean_absolute_error: 0.3277, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7764, predictive_accuracy: 0.7531, prior_entropy: 0.8733, recall: 0.7531, relative_absolute_error: 0.7902, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4058, root_relative_squared_error: 0.8912, scimark_benchmark: 1326.4706, usercpu_time_millis: 0.435, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.414,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7345, f_measure: 0.7603, kappa: 0.4471, kb_relative_information_score: 1119.1755, mean_absolute_error: 0.3277, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7764, predictive_accuracy: 0.7531, prior_entropy: 0.8733, recall: 0.7531, relative_absolute_error: 0.7902, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4058, root_relative_squared_error: 0.8912, scimark_benchmark: 1345.0081, usercpu_time_millis: 0.518, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1347.2483, usercpu_time_millis: 0.487, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 0.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1360.171, usercpu_time_millis: 0.317, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.306,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7549, f_measure: 0.775, kappa: 0.4601, kb_relative_information_score: 1331.5616, mean_absolute_error: 0.3145, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7762, predictive_accuracy: 0.7739, prior_entropy: 0.8733, recall: 0.7739, relative_absolute_error: 0.7582, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3989, root_relative_squared_error: 0.8759, scimark_benchmark: 1305.4522, usercpu_time_millis: 1.294, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 1.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7345, f_measure: 0.7603, kappa: 0.4471, kb_relative_information_score: 1119.1755, mean_absolute_error: 0.3277, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7764, predictive_accuracy: 0.7531, prior_entropy: 0.8733, recall: 0.7531, relative_absolute_error: 0.7902, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4058, root_relative_squared_error: 0.8912, scimark_benchmark: 1314.7435, usercpu_time_millis: 1.061, usercpu_time_millis_testing: 0.079, usercpu_time_millis_training: 0.982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1351.0347, usercpu_time_millis: 0.625, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 0.613,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1353.2248, usercpu_time_millis: 0.346, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 0.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7345, f_measure: 0.7603, kappa: 0.4471, kb_relative_information_score: 1119.1755, mean_absolute_error: 0.3277, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7764, predictive_accuracy: 0.7531, prior_entropy: 0.8733, recall: 0.7531, relative_absolute_error: 0.7902, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4058, root_relative_squared_error: 0.8912, scimark_benchmark: 1346.8055, usercpu_time_millis: 0.649, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.631,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1355.7561, usercpu_time_millis: 0.283, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 0.272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3301, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1375.1746, usercpu_time_millis: 0.284, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 0.272,

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