OpenML
Supervised Classification on car

Supervised Classification on car

Task 21 Supervised Classification car 12568 runs submitted
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  • at2 basic OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_73 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1210.2723, usercpu_time_millis: 240, usercpu_time_millis_testing: 230, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1211.9043, usercpu_time_millis: 220, usercpu_time_millis_testing: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1229.6549, usercpu_time_millis: 230, usercpu_time_millis_testing: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1207.5992, usercpu_time_millis: 240, usercpu_time_millis_testing: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1224.0849, usercpu_time_millis: 230, usercpu_time_millis_testing: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1216.6271, usercpu_time_millis: 230, usercpu_time_millis_testing: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1221.9157, usercpu_time_millis: 240, usercpu_time_millis_testing: 230, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1227.2756, usercpu_time_millis: 230, usercpu_time_millis_testing: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1224.1922, usercpu_time_millis: 240, usercpu_time_millis_testing: 230, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1234.1414, usercpu_time_millis: 230, usercpu_time_millis_testing: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1226.3788, usercpu_time_millis: 240, usercpu_time_millis_testing: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1225.2567, usercpu_time_millis: 230, usercpu_time_millis_testing: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1224.5983, usercpu_time_millis: 230, usercpu_time_millis_testing: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1219.4109, usercpu_time_millis: 240, usercpu_time_millis_testing: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1194.4699, usercpu_time_millis: 230, usercpu_time_millis_testing: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1201.5368, usercpu_time_millis: 290, usercpu_time_millis_testing: 290,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1180.8277, usercpu_time_millis: 240, usercpu_time_millis_testing: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1223.6622, usercpu_time_millis: 230, usercpu_time_millis_testing: 230,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1175.7022, usercpu_time_millis: 230, usercpu_time_millis_testing: 230,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1213.5616, usercpu_time_millis: 240, usercpu_time_millis_testing: 230, usercpu_time_millis_training: 10,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.923, kappa: 0.8514, kb_relative_information_score: 1092.5099, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9395, predictive_accuracy: 0.9346, prior_entropy: 1.2099, recall: 0.9346, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.5773, scimark_benchmark: 1225.2993, usercpu_time_millis: 230, usercpu_time_millis_testing: 230,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.855, kappa: 0.7407, kb_relative_information_score: 831.1507, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8319, predictive_accuracy: 0.8854, prior_entropy: 1.2099, recall: 0.8854, relative_absolute_error: 0.5929, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.6673, scimark_benchmark: 1223.2238, usercpu_time_millis: 27850, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 27840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.8218, kappa: 0.6632, kb_relative_information_score: 882.4819, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8078, predictive_accuracy: 0.8472, prior_entropy: 1.2099, recall: 0.8472, relative_absolute_error: 0.5596, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2348, root_relative_squared_error: 0.6943, scimark_benchmark: 1219.8325, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.8205, kappa: 0.6563, kb_relative_information_score: 899.9016, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.7981, predictive_accuracy: 0.849, prior_entropy: 1.2099, recall: 0.849, relative_absolute_error: 0.5222, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2383, root_relative_squared_error: 0.7049, scimark_benchmark: 1218.5298, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.8757, kappa: 0.7285, kb_relative_information_score: 1113.9137, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.877, predictive_accuracy: 0.8762, prior_entropy: 1.2099, recall: 0.8762, relative_absolute_error: 0.4122, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.6298, scimark_benchmark: 1210.7575, usercpu_time_millis: 750, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 740,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.8537, kappa: 0.7032, kb_relative_information_score: 971.2952, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8625, predictive_accuracy: 0.8692, prior_entropy: 1.2099, recall: 0.8692, relative_absolute_error: 0.545, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.6437, scimark_benchmark: 1214.7544, usercpu_time_millis: 18760, usercpu_time_millis_training: 18760,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9919, kappa: 0.9823, kb_relative_information_score: 1680.4591, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 1.2099, recall: 0.9919, relative_absolute_error: 0.0299, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.054, root_relative_squared_error: 0.1598, scimark_benchmark: 1224.7978, usercpu_time_millis: 1750, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1730,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9035, kappa: 0.7981, kb_relative_information_score: 1289.8187, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9179, predictive_accuracy: 0.9074, prior_entropy: 1.2099, recall: 0.9074, relative_absolute_error: 0.2832, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1818, root_relative_squared_error: 0.5377, scimark_benchmark: 1220.7111, usercpu_time_millis: 510, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 500,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9301, kappa: 0.864, kb_relative_information_score: 1399.2979, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9359, predictive_accuracy: 0.9375, prior_entropy: 1.2099, recall: 0.9375, relative_absolute_error: 0.2444, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1483, root_relative_squared_error: 0.4387, scimark_benchmark: 1192.8027, usercpu_time_millis: 32270, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 32260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.8852, kappa: 0.781, kb_relative_information_score: 1196.0109, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8723, predictive_accuracy: 0.901, prior_entropy: 1.2099, recall: 0.901, relative_absolute_error: 0.3724, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.5468, scimark_benchmark: 1222.88, usercpu_time_millis: 6590, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 6580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.8846, kappa: 0.797, kb_relative_information_score: 1217.5747, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8769, predictive_accuracy: 0.9086, prior_entropy: 1.2099, recall: 0.9086, relative_absolute_error: 0.3146, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.5631, scimark_benchmark: 1224.5156, usercpu_time_millis: 13550, usercpu_time_millis_training: 13550,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9703, f_measure: 0.862, kappa: 0.7594, kb_relative_information_score: 1077.1071, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8431, predictive_accuracy: 0.8918, prior_entropy: 1.2099, recall: 0.8918, relative_absolute_error: 0.417, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2052, root_relative_squared_error: 0.6069, scimark_benchmark: 1210.9766, usercpu_time_millis: 350, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.8165, kappa: 0.6455, kb_relative_information_score: 885.2399, mean_absolute_error: 0.1251, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.7934, predictive_accuracy: 0.8449, prior_entropy: 1.2099, recall: 0.8449, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.6936, scimark_benchmark: 1219.6041, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9366, kappa: 0.8612, kb_relative_information_score: 1397.8886, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9372, predictive_accuracy: 0.9363, prior_entropy: 1.2099, recall: 0.9363, relative_absolute_error: 0.2277, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1577, root_relative_squared_error: 0.4663, scimark_benchmark: 1195.7935, usercpu_time_millis: 1190, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.8796, kappa: 0.758, kb_relative_information_score: 1156.1121, mean_absolute_error: 0.0928, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9049, predictive_accuracy: 0.8895, prior_entropy: 1.2099, recall: 0.8895, relative_absolute_error: 0.4052, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1947, root_relative_squared_error: 0.5759, scimark_benchmark: 1204.8581, usercpu_time_millis: 93120, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 93110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9891, kappa: 0.976, kb_relative_information_score: 1631.1444, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9894, predictive_accuracy: 0.989, prior_entropy: 1.2099, recall: 0.989, relative_absolute_error: 0.078, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.205, scimark_benchmark: 1205.7996, usercpu_time_millis: 104980, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 104960,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9386, kappa: 0.8753, kb_relative_information_score: 1497.5989, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9426, predictive_accuracy: 0.9427, prior_entropy: 1.2099, recall: 0.9427, relative_absolute_error: 0.1532, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1372, root_relative_squared_error: 0.4058, scimark_benchmark: 1216.6015, usercpu_time_millis: 44340, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 44330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.8578, kappa: 0.7425, kb_relative_information_score: 1034.8836, mean_absolute_error: 0.1076, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8482, predictive_accuracy: 0.8866, prior_entropy: 1.2099, recall: 0.8866, relative_absolute_error: 0.4699, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2023, root_relative_squared_error: 0.5983, scimark_benchmark: 1216.6361, usercpu_time_millis: 28180, usercpu_time_millis_training: 28180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.8954, kappa: 0.7975, kb_relative_information_score: 1234.9223, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8997, predictive_accuracy: 0.908, prior_entropy: 1.2099, recall: 0.908, relative_absolute_error: 0.3356, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.5282, scimark_benchmark: 1212.9358, usercpu_time_millis: 1230, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.9586, kappa: 0.9093, kb_relative_information_score: 1528.4041, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9591, predictive_accuracy: 0.9583, prior_entropy: 1.2099, recall: 0.9583, relative_absolute_error: 0.1335, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1292, root_relative_squared_error: 0.382, scimark_benchmark: 1220.3304, usercpu_time_millis: 3120, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 3100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7441, f_measure: 0.5768, kb_relative_information_score: 379.8848, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.4903, predictive_accuracy: 0.7002, prior_entropy: 1.2099, recall: 0.7002, relative_absolute_error: 0.7063, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3779, root_relative_squared_error: 1.1176, scimark_benchmark: 1213.5678, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.933, kappa: 0.8533, kb_relative_information_score: 1405.77, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9331, predictive_accuracy: 0.9334, prior_entropy: 1.2099, recall: 0.9334, relative_absolute_error: 0.2293, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.4618, scimark_benchmark: 1216.0587, usercpu_time_millis: 1520, usercpu_time_millis_training: 1520,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9299, kappa: 0.8465, kb_relative_information_score: 1411.1935, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9302, predictive_accuracy: 0.93, prior_entropy: 1.2099, recall: 0.93, relative_absolute_error: 0.2047, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.4775, scimark_benchmark: 1222.4688, usercpu_time_millis: 2320, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9503, kappa: 0.8912, kb_relative_information_score: 1508.9242, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9508, predictive_accuracy: 0.9502, prior_entropy: 1.2099, recall: 0.9502, relative_absolute_error: 0.1404, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.1403, root_relative_squared_error: 0.415, scimark_benchmark: 1204.0883, usercpu_time_millis: 7090, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 7080,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8962, f_measure: 0.8639, kappa: 0.718, kb_relative_information_score: 1102.5412, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.8644, predictive_accuracy: 0.8692, prior_entropy: 1.2099, recall: 0.8692, relative_absolute_error: 0.2856, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.7563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5768, kb_relative_information_score: 394.7627, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.4903, predictive_accuracy: 0.7002, prior_entropy: 1.2099, recall: 0.7002, relative_absolute_error: 0.6546, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3871, root_relative_squared_error: 1.145,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: trace file contains no fields with prefix 'parameter_' (i.e., parameters are not registered).
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: trace file contains no fields with prefix 'parameter_' (i.e., parameters are not registered).

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

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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

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