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: 1253.8427, usercpu_time_millis: 0.23, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.163,
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: 1276.7645, 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: 0.8096, f_measure: 0.6568, kappa: 0.1367, kb_relative_information_score: 780.6515, mean_absolute_error: 0.3565, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6761, predictive_accuracy: 0.7143, prior_entropy: 0.8733, recall: 0.7143, relative_absolute_error: 0.8595, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4079, root_relative_squared_error: 0.8957, scimark_benchmark: 1280.3975, usercpu_time_millis: 0.187, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8018, f_measure: 0.585, kb_relative_information_score: 137.1292, mean_absolute_error: 0.4052, 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: 0.977, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4454, root_relative_squared_error: 0.978, scimark_benchmark: 1277.0828, usercpu_time_millis: 0.134, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.083,
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: 1321.4515, usercpu_time_millis: 0.116, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.065,
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: 1250.5139, usercpu_time_millis: 0.215, usercpu_time_millis_testing: 0.077, usercpu_time_millis_training: 0.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.7328, kappa: 0.3356, kb_relative_information_score: 1226.2217, mean_absolute_error: 0.3176, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.73, predictive_accuracy: 0.745, prior_entropy: 0.8733, recall: 0.745, relative_absolute_error: 0.7657, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8721, scimark_benchmark: 1250.1273, usercpu_time_millis: 0.228, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8098, f_measure: 0.6808, kappa: 0.1944, kb_relative_information_score: 870.4854, mean_absolute_error: 0.349, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6892, predictive_accuracy: 0.7206, prior_entropy: 0.8733, recall: 0.7206, relative_absolute_error: 0.8415, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4045, root_relative_squared_error: 0.8882, scimark_benchmark: 1280.7901, usercpu_time_millis: 0.193, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.141,
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: 1250.6194, usercpu_time_millis: 0.182, usercpu_time_millis_testing: 0.065, 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: 1250.1485, usercpu_time_millis: 0.159, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.101,
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: 1279.8969, usercpu_time_millis: 0.173, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.111,
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: 1278.5734, usercpu_time_millis: 0.132, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.7257, kappa: 0.3153, kb_relative_information_score: 1158.1217, mean_absolute_error: 0.3239, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7237, predictive_accuracy: 0.7411, prior_entropy: 0.8733, recall: 0.7411, relative_absolute_error: 0.781, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8726, scimark_benchmark: 1280.998, usercpu_time_millis: 0.166, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.111,
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: 1265.429, 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: 0.8122, f_measure: 0.6885, kappa: 0.214, kb_relative_information_score: 911.2014, mean_absolute_error: 0.3458, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6953, predictive_accuracy: 0.7241, prior_entropy: 0.8733, recall: 0.7241, relative_absolute_error: 0.8337, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4027, root_relative_squared_error: 0.8843, scimark_benchmark: 1290.9554, usercpu_time_millis: 0.141, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.09,
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: 1253.6575, usercpu_time_millis: 0.161, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.099,
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: 1246.6976, usercpu_time_millis: 0.258, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.186,
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: 1278.7687, usercpu_time_millis: 0.149, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7386, kappa: 0.3523, kb_relative_information_score: 1274.0416, mean_absolute_error: 0.313, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7356, predictive_accuracy: 0.7487, prior_entropy: 0.8733, recall: 0.7487, relative_absolute_error: 0.7546, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1247.7941, usercpu_time_millis: 0.29, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.223,
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: 1247.1392, usercpu_time_millis: 0.269, usercpu_time_millis_testing: 0.102, usercpu_time_millis_training: 0.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8111, f_measure: 0.6668, kappa: 0.16, kb_relative_information_score: 823.2211, mean_absolute_error: 0.3531, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6816, predictive_accuracy: 0.7169, prior_entropy: 0.8733, recall: 0.7169, relative_absolute_error: 0.8514, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.406, root_relative_squared_error: 0.8916, scimark_benchmark: 1264.2015, usercpu_time_millis: 0.304, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.234,
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: 1259.0818, usercpu_time_millis: 0.146, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7343, kappa: 0.3399, kb_relative_information_score: 1232.6808, mean_absolute_error: 0.3169, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7315, predictive_accuracy: 0.7461, prior_entropy: 0.8733, recall: 0.7461, relative_absolute_error: 0.7642, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8721, scimark_benchmark: 1224.9528, usercpu_time_millis: 0.26, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.166,
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: 1269.1177, usercpu_time_millis: 0.162, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8078, f_measure: 0.6036, kappa: 0.0334, kb_relative_information_score: 619.6716, mean_absolute_error: 0.3693, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6823, predictive_accuracy: 0.71, prior_entropy: 0.8733, recall: 0.71, relative_absolute_error: 0.8905, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4154, root_relative_squared_error: 0.9123, scimark_benchmark: 1254.6621, usercpu_time_millis: 0.16, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.6985, kappa: 0.2406, kb_relative_information_score: 977.8169, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7006, predictive_accuracy: 0.7265, prior_entropy: 0.8733, recall: 0.7265, relative_absolute_error: 0.8199, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8799, scimark_benchmark: 1263.1356, usercpu_time_millis: 0.166, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.109,
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: 1249.9152, usercpu_time_millis: 0.139, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7377, kappa: 0.3492, kb_relative_information_score: 1255.3244, mean_absolute_error: 0.3148, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7347, predictive_accuracy: 0.7483, prior_entropy: 0.8733, recall: 0.7483, relative_absolute_error: 0.7589, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8724, scimark_benchmark: 1240.2952, usercpu_time_millis: 0.185, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7386, kappa: 0.3523, kb_relative_information_score: 1273.3338, mean_absolute_error: 0.313, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7356, predictive_accuracy: 0.7487, prior_entropy: 0.8733, recall: 0.7487, relative_absolute_error: 0.7548, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1255.4382, usercpu_time_millis: 0.225, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8112, f_measure: 0.695, kappa: 0.2308, kb_relative_information_score: 933.7881, mean_absolute_error: 0.3437, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7, predictive_accuracy: 0.7269, prior_entropy: 0.8733, recall: 0.7269, relative_absolute_error: 0.8288, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4022, root_relative_squared_error: 0.8832, scimark_benchmark: 1278.8359, usercpu_time_millis: 0.163, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.108,
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: 1278.5254, usercpu_time_millis: 0.393, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 0.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.733, kappa: 0.336, kb_relative_information_score: 1224.7203, mean_absolute_error: 0.3177, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7302, predictive_accuracy: 0.7452, prior_entropy: 0.8733, recall: 0.7452, relative_absolute_error: 0.7661, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8721, scimark_benchmark: 1281.7848, usercpu_time_millis: 0.284, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.176,
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: 1280.0725, usercpu_time_millis: 0.206, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.6638, kappa: 0.1545, kb_relative_information_score: 805.373, mean_absolute_error: 0.3548, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6892, predictive_accuracy: 0.7208, prior_entropy: 0.8733, recall: 0.7208, relative_absolute_error: 0.8554, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4065, root_relative_squared_error: 0.8927, scimark_benchmark: 1280.8977, usercpu_time_millis: 0.26, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8118, f_measure: 0.6958, kappa: 0.2333, kb_relative_information_score: 955.6587, mean_absolute_error: 0.3419, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.699, predictive_accuracy: 0.7258, prior_entropy: 0.8733, recall: 0.7258, relative_absolute_error: 0.8244, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4014, root_relative_squared_error: 0.8815, scimark_benchmark: 1256.9103, usercpu_time_millis: 0.18, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7388, kappa: 0.3526, kb_relative_information_score: 1273.0318, mean_absolute_error: 0.3131, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7357, predictive_accuracy: 0.7489, prior_entropy: 0.8733, recall: 0.7489, relative_absolute_error: 0.7549, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8726, scimark_benchmark: 1274.3829, usercpu_time_millis: 0.198, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.135,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.738, kappa: 0.3501, kb_relative_information_score: 1259.0204, mean_absolute_error: 0.3144, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.735, predictive_accuracy: 0.7485, prior_entropy: 0.8733, recall: 0.7485, relative_absolute_error: 0.7581, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8724, scimark_benchmark: 1255.0943, usercpu_time_millis: 0.16, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.102,
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: 1280.4301, usercpu_time_millis: 0.153, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8113, f_measure: 0.6535, kappa: 0.1313, kb_relative_information_score: 763.3957, mean_absolute_error: 0.3581, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.685, predictive_accuracy: 0.7182, prior_entropy: 0.8733, recall: 0.7182, relative_absolute_error: 0.8634, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4084, root_relative_squared_error: 0.8969, scimark_benchmark: 1282.8744, usercpu_time_millis: 0.163, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7377, kappa: 0.3497, kb_relative_information_score: 1261.8186, mean_absolute_error: 0.3141, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7347, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, relative_absolute_error: 0.7574, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8725, scimark_benchmark: 1247.5306, usercpu_time_millis: 0.166, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7386, kappa: 0.3523, kb_relative_information_score: 1273.8268, mean_absolute_error: 0.313, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7356, predictive_accuracy: 0.7487, prior_entropy: 0.8733, recall: 0.7487, relative_absolute_error: 0.7546, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1282.0369, usercpu_time_millis: 0.152, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.099,
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: 1280.538, usercpu_time_millis: 0.179, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.13,
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: 1280.3304, usercpu_time_millis: 0.153, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.097,
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: 1272.0375, usercpu_time_millis: 0.131, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.077,
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: 1243.7077, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7937, f_measure: 0.5854, kappa: 0.0009, kb_relative_information_score: 400.3903, mean_absolute_error: 0.3862, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7927, predictive_accuracy: 0.7067, prior_entropy: 0.8733, recall: 0.7067, relative_absolute_error: 0.9312, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4284, root_relative_squared_error: 0.9408, scimark_benchmark: 1245.2871, usercpu_time_millis: 0.169, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.109,
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: 1257.6101, usercpu_time_millis: 0.134, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7288, kappa: 0.3244, kb_relative_information_score: 1193.8407, mean_absolute_error: 0.3206, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7263, predictive_accuracy: 0.7426, prior_entropy: 0.8733, recall: 0.7426, relative_absolute_error: 0.7729, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1251.3982, usercpu_time_millis: 0.262, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.198,
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: 1252.4316, usercpu_time_millis: 0.208, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7372, kappa: 0.3476, kb_relative_information_score: 1247.2118, mean_absolute_error: 0.3156, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7343, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, relative_absolute_error: 0.7609, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1249.7164, usercpu_time_millis: 0.21, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7374, kappa: 0.3486, kb_relative_information_score: 1258.1546, mean_absolute_error: 0.3145, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7344, predictive_accuracy: 0.748, prior_entropy: 0.8733, recall: 0.748, relative_absolute_error: 0.7583, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8724, scimark_benchmark: 1260.608, usercpu_time_millis: 0.185, usercpu_time_millis_testing: 0.059, 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: 1275.7073, usercpu_time_millis: 0.152, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.812, f_measure: 0.6938, kappa: 0.2282, kb_relative_information_score: 961.4462, mean_absolute_error: 0.3414, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6968, predictive_accuracy: 0.7243, prior_entropy: 0.8733, recall: 0.7243, relative_absolute_error: 0.8232, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4012, root_relative_squared_error: 0.881, scimark_benchmark: 1244.2652, usercpu_time_millis: 0.16, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7306, kappa: 0.329, kb_relative_information_score: 1198.9536, mean_absolute_error: 0.3201, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.728, predictive_accuracy: 0.7439, prior_entropy: 0.8733, recall: 0.7439, relative_absolute_error: 0.7718, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8721, scimark_benchmark: 1278.0679, usercpu_time_millis: 0.179, usercpu_time_millis_testing: 0.062, 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: 1274.6289, usercpu_time_millis: 0.135, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.804, f_measure: 0.6175, kappa: 0.0537, kb_relative_information_score: 658.7134, mean_absolute_error: 0.366, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.652, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.8824, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4139, root_relative_squared_error: 0.9089, scimark_benchmark: 1320.2003, usercpu_time_millis: 0.163, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.114,
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: 1256.8981, usercpu_time_millis: 0.139, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.083,
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: 1274.5338, usercpu_time_millis: 0.145, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.086,
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: 1256.9574, usercpu_time_millis: 0.167, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.104,
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: 1277.616, usercpu_time_millis: 0.134, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.078,
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: 1261.1151, usercpu_time_millis: 0.213, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.149,
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: 1260.1033, usercpu_time_millis: 0.169, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8025, f_measure: 0.6141, kappa: 0.0467, kb_relative_information_score: 645.6521, mean_absolute_error: 0.3669, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6476, predictive_accuracy: 0.7056, prior_entropy: 0.8733, recall: 0.7056, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4146, root_relative_squared_error: 0.9105, scimark_benchmark: 1278.665, usercpu_time_millis: 0.19, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.132,
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: 1279.2019, usercpu_time_millis: 0.164, usercpu_time_millis_testing: 0.069, 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: 1281.3576, usercpu_time_millis: 0.176, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.109,
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: 1283.148, usercpu_time_millis: 0.194, usercpu_time_millis_testing: 0.076, usercpu_time_millis_training: 0.118,

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