OpenML
Supervised Classification on steel-plates-fault

Supervised Classification on steel-plates-fault

Task 9967 Supervised Classification steel-plates-fault 142880 runs submitted
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  • OpenML100 study_123 study_14 study_50 study_7
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1749.6744, usercpu_time_millis: 0.217, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.232, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1755.4795, usercpu_time_millis: 0.25, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1906.2299, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0251, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0122, root_relative_squared_error: 0.0257, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.273, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1849.9654, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0377, root_relative_squared_error: 0.0793, scimark_benchmark: 1751.5974, usercpu_time_millis: 0.365, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1752.969, usercpu_time_millis: 0.248, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8922, f_measure: 0.5163, kb_relative_information_score: 197.9822, mean_absolute_error: 0.4143, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9145, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4379, root_relative_squared_error: 0.9201, scimark_benchmark: 1868.004, usercpu_time_millis: 0.23, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.566, kappa: 0.0837, kb_relative_information_score: 344.7168, mean_absolute_error: 0.3921, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.7834, predictive_accuracy: 0.6759, prior_entropy: 0.9313, recall: 0.6759, relative_absolute_error: 0.8655, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4146, root_relative_squared_error: 0.8712, scimark_benchmark: 1752.969, usercpu_time_millis: 0.235, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1870.0988, usercpu_time_millis: 0.215, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1496.1865, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.2997, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1457, root_relative_squared_error: 0.3061, scimark_benchmark: 1746.0599, usercpu_time_millis: 0.256, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1580.5467, mean_absolute_error: 0.1105, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9313, recall: 0.999, relative_absolute_error: 0.2439, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1269, root_relative_squared_error: 0.2666, scimark_benchmark: 1872.1262, usercpu_time_millis: 0.308, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.211, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1796.1476, mean_absolute_error: 0.0466, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.1028, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0527, root_relative_squared_error: 0.1108, scimark_benchmark: 1870.557, usercpu_time_millis: 0.302, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.239, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1799.947, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0529, root_relative_squared_error: 0.1111, scimark_benchmark: 1870.0988, usercpu_time_millis: 0.309, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1870.557, usercpu_time_millis: 0.233, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1872.9496, usercpu_time_millis: 0.237, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.8556, kappa: 0.6735, kb_relative_information_score: 668.5949, mean_absolute_error: 0.3305, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8885, predictive_accuracy: 0.8655, prior_entropy: 0.9313, recall: 0.8655, relative_absolute_error: 0.7294, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.355, root_relative_squared_error: 0.7458, scimark_benchmark: 1870.0988, usercpu_time_millis: 0.273, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.214, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1879.7843, usercpu_time_millis: 0.237, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1486.636, mean_absolute_error: 0.1385, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.3056, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1484, root_relative_squared_error: 0.3119, scimark_benchmark: 1878.1423, usercpu_time_millis: 0.28, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1871.2086, usercpu_time_millis: 0.261, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1875.4449, usercpu_time_millis: 0.247, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.249, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1904.0145, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0131, root_relative_squared_error: 0.0275, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.271, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1894.6873, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0335, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0164, root_relative_squared_error: 0.0345, scimark_benchmark: 1870.742, usercpu_time_millis: 0.308, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1871.5981, usercpu_time_millis: 0.234, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1713.4888, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.1583, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0835, root_relative_squared_error: 0.1755, scimark_benchmark: 1880.7916, usercpu_time_millis: 0.298, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1871.2001, usercpu_time_millis: 0.215, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1868.3805, usercpu_time_millis: 0.233, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1360.7943, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.3796, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.3925, scimark_benchmark: 1867.4545, usercpu_time_millis: 0.272, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1875.5079, usercpu_time_millis: 0.22, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1865.9069, usercpu_time_millis: 0.24, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1853.9736, usercpu_time_millis: 0.224, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.221, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.175,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1876.4503, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0465, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0241, root_relative_squared_error: 0.0506, scimark_benchmark: 1871.668, usercpu_time_millis: 0.276, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1746.743, mean_absolute_error: 0.0618, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.1363, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.1482, scimark_benchmark: 1871.5981, usercpu_time_millis: 0.272, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1873.8058, usercpu_time_millis: 0.224, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1831.2639, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0784, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0405, root_relative_squared_error: 0.0852, scimark_benchmark: 1873.8757, usercpu_time_millis: 0.287, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1875.5893, usercpu_time_millis: 0.221, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1875.9355, usercpu_time_millis: 0.218, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1763.375, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1258, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0612, root_relative_squared_error: 0.1285, scimark_benchmark: 1877.7472, usercpu_time_millis: 0.265, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1423.9638, mean_absolute_error: 0.1557, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.3437, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.3505, scimark_benchmark: 1869.1727, usercpu_time_millis: 0.244, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1866.8113, usercpu_time_millis: 0.233, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1586.7013, mean_absolute_error: 0.11, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.2427, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.2487, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.253, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1875.0475, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0473, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0267, root_relative_squared_error: 0.0562, scimark_benchmark: 1870.0988, usercpu_time_millis: 0.317, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1866.3532, usercpu_time_millis: 0.231, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1898.6288, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0159, root_relative_squared_error: 0.0334, scimark_benchmark: 1872.8797, usercpu_time_millis: 0.309, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1873.8757, usercpu_time_millis: 0.225, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.661, kappa: 0.2589, kb_relative_information_score: 466.5146, mean_absolute_error: 0.3696, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8072, predictive_accuracy: 0.7264, prior_entropy: 0.9313, recall: 0.7264, relative_absolute_error: 0.8159, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3919, root_relative_squared_error: 0.8235, scimark_benchmark: 1926.4611, usercpu_time_millis: 0.226, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1933.4582, usercpu_time_millis: 0.2, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1918.7527, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0079, root_relative_squared_error: 0.0166, scimark_benchmark: 1864.3281, usercpu_time_millis: 0.29, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1889.1452, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0374, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0197, root_relative_squared_error: 0.0413, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.296, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1872.9496, usercpu_time_millis: 0.227, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9938, kappa: 0.9863, kb_relative_information_score: 1248.1677, mean_absolute_error: 0.1993, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9939, predictive_accuracy: 0.9938, prior_entropy: 0.9313, recall: 0.9938, relative_absolute_error: 0.4398, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2216, root_relative_squared_error: 0.4656, scimark_benchmark: 1869.5708, usercpu_time_millis: 0.314, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1438.9938, mean_absolute_error: 0.1503, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9313, recall: 0.9985, relative_absolute_error: 0.3317, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1673, root_relative_squared_error: 0.3514, scimark_benchmark: 1870.0289, usercpu_time_millis: 0.28, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1863.5334, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0554, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0309, root_relative_squared_error: 0.065, scimark_benchmark: 1872.8797, usercpu_time_millis: 0.306, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1072.3344, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.5405, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2617, root_relative_squared_error: 0.5499, scimark_benchmark: 1870.0289, usercpu_time_millis: 0.251, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1277.864, mean_absolute_error: 0.1937, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.4276, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.4394, scimark_benchmark: 1870.0289, usercpu_time_millis: 0.234, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.192,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1875.4449, usercpu_time_millis: 0.246, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1868.6047, usercpu_time_millis: 0.242, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1869.0086, usercpu_time_millis: 0.228, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.2181, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1871.3925, usercpu_time_millis: 0.215, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.172,

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

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From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs