OpenML
Supervised Classification on fri_c1_250_50

Supervised Classification on fri_c1_250_50

Task 3635 Supervised Classification fri_c1_250_50 546 runs submitted
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  • mythbusting_1 study_1 study_107 study_15 study_20 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.388, kb_relative_information_score: 20.9877, mean_absolute_error: 0.452, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.3003, predictive_accuracy: 0.548, prior_entropy: 0.9934, recall: 0.548, relative_absolute_error: 0.9123, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6723, root_relative_squared_error: 1.3509, scimark_benchmark: 941.8057, usercpu_time_millis: 60, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.8344, kappa: 0.6651, kb_relative_information_score: 149.8604, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8391, predictive_accuracy: 0.836, prior_entropy: 0.9934, recall: 0.836, relative_absolute_error: 0.4182, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.337, root_relative_squared_error: 0.677, scimark_benchmark: 932.3943, usercpu_time_millis: 210, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9021, f_measure: 0.8841, kappa: 0.7664, kb_relative_information_score: 190.4673, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8845, predictive_accuracy: 0.884, prior_entropy: 0.9934, recall: 0.884, relative_absolute_error: 0.2375, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3403, root_relative_squared_error: 0.6837, scimark_benchmark: 945.3151, usercpu_time_millis: 2070, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2060,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8946, f_measure: 0.892, kappa: 0.7822, kb_relative_information_score: 194.6612, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8921, predictive_accuracy: 0.892, prior_entropy: 0.9934, recall: 0.892, relative_absolute_error: 0.2209, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3291, root_relative_squared_error: 0.6612, scimark_benchmark: 770.3451, usercpu_time_millis: 4090, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 4060,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.8279, kappa: 0.6525, kb_relative_information_score: 161.4849, mean_absolute_error: 0.1757, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8279, predictive_accuracy: 0.828, prior_entropy: 0.9934, recall: 0.828, relative_absolute_error: 0.3546, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3841, root_relative_squared_error: 0.7719, scimark_benchmark: 943.2817, usercpu_time_millis: 540, usercpu_time_millis_training: 540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6621, f_measure: 0.6284, kappa: 0.2508, kb_relative_information_score: 49.8634, mean_absolute_error: 0.3988, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6289, predictive_accuracy: 0.628, prior_entropy: 0.9934, recall: 0.628, relative_absolute_error: 0.805, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5337, root_relative_squared_error: 1.0723, scimark_benchmark: 917.1386, usercpu_time_millis: 240, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8721, kappa: 0.742, kb_relative_information_score: 188.3228, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8723, predictive_accuracy: 0.872, prior_entropy: 0.9934, recall: 0.872, relative_absolute_error: 0.2462, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3185, root_relative_squared_error: 0.6399, scimark_benchmark: 935.8986, usercpu_time_millis: 630, usercpu_time_millis_training: 630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.8344, kappa: 0.6651, kb_relative_information_score: 151.3971, mean_absolute_error: 0.2034, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8391, predictive_accuracy: 0.836, prior_entropy: 0.9934, recall: 0.836, relative_absolute_error: 0.4106, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.6743, scimark_benchmark: 923.9763, usercpu_time_millis: 310, usercpu_time_millis_testing: 260, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.388, kb_relative_information_score: 20.9877, mean_absolute_error: 0.452, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.3003, predictive_accuracy: 0.548, prior_entropy: 0.9934, recall: 0.548, relative_absolute_error: 0.9123, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6723, root_relative_squared_error: 1.3509, scimark_benchmark: 934.6252, usercpu_time_millis: 80, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.605, f_measure: 0.5941, kappa: 0.2048, kb_relative_information_score: 45.3047, mean_absolute_error: 0.404, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6134, predictive_accuracy: 0.596, prior_entropy: 0.9934, recall: 0.596, relative_absolute_error: 0.8155, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6356, root_relative_squared_error: 1.2771, scimark_benchmark: 799.2185, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6839, build_cpu_time: 0.2265, build_memory: 445948345.6, f_measure: 0.6271, kappa: 0.2462, kb_relative_information_score: 60.7775, mean_absolute_error: 0.3756, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6268, predictive_accuracy: 0.628, prior_entropy: 0.9934, recall: 0.628, relative_absolute_error: 0.7582, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5327, root_relative_squared_error: 1.0703, scimark_benchmark: 940.2036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6839, build_cpu_time: 0.2243, build_memory: 1292781755.2, f_measure: 0.6271, kappa: 0.2462, kb_relative_information_score: 60.7775, mean_absolute_error: 0.3756, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6268, predictive_accuracy: 0.628, prior_entropy: 0.9934, recall: 0.628, relative_absolute_error: 0.7582, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5327, root_relative_squared_error: 1.0703, scimark_benchmark: 918.9027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6839, build_cpu_time: 0.2328, build_memory: 1202647224, f_measure: 0.6271, kappa: 0.2462, kb_relative_information_score: 60.7775, mean_absolute_error: 0.3756, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6268, predictive_accuracy: 0.628, prior_entropy: 0.9934, recall: 0.628, relative_absolute_error: 0.7582, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5327, root_relative_squared_error: 1.0703, scimark_benchmark: 927.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6887, build_cpu_time: 0.219, build_memory: 1090687263.2, f_measure: 0.6271, kappa: 0.2462, kb_relative_information_score: 61.5248, mean_absolute_error: 0.3742, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6268, predictive_accuracy: 0.628, prior_entropy: 0.9934, recall: 0.628, relative_absolute_error: 0.7553, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5308, root_relative_squared_error: 1.0664, scimark_benchmark: 947.2691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, build_cpu_time: 0.1127, build_memory: 644970612, f_measure: 0.8719, kappa: 0.7412, kb_relative_information_score: 181.1183, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8719, predictive_accuracy: 0.872, prior_entropy: 0.9934, recall: 0.872, relative_absolute_error: 0.2794, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.6406, scimark_benchmark: 923.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, build_cpu_time: 0.1927, build_memory: 195980710.4, f_measure: 0.8518, kappa: 0.7006, kb_relative_information_score: 176.6726, mean_absolute_error: 0.1455, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8519, predictive_accuracy: 0.852, prior_entropy: 0.9934, recall: 0.852, relative_absolute_error: 0.2936, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3452, root_relative_squared_error: 0.6937, scimark_benchmark: 940.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, build_cpu_time: 0.4052, build_memory: 376316772, f_measure: 0.8602, kappa: 0.7185, kb_relative_information_score: 178.5525, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8611, predictive_accuracy: 0.86, prior_entropy: 0.9934, recall: 0.86, relative_absolute_error: 0.2846, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3489, root_relative_squared_error: 0.7009, scimark_benchmark: 938.8409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, build_cpu_time: 0.7454, build_memory: 80980728.8, f_measure: 0.8761, kappa: 0.7503, kb_relative_information_score: 185.4943, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8765, predictive_accuracy: 0.876, prior_entropy: 0.9934, recall: 0.876, relative_absolute_error: 0.258, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3365, root_relative_squared_error: 0.676, scimark_benchmark: 940.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, build_cpu_time: 1.1628, build_memory: 759060632, f_measure: 0.884, kappa: 0.766, kb_relative_information_score: 190.9752, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8841, predictive_accuracy: 0.884, prior_entropy: 0.9934, recall: 0.884, relative_absolute_error: 0.2357, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.6486, scimark_benchmark: 941.7891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, build_cpu_time: 0.0054, build_memory: 627487065.6, f_measure: 0.6685, kappa: 0.3324, kb_relative_information_score: 81.7804, mean_absolute_error: 0.332, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6695, predictive_accuracy: 0.668, prior_entropy: 0.9934, recall: 0.668, relative_absolute_error: 0.6701, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5762, root_relative_squared_error: 1.1577, scimark_benchmark: 939.8609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, build_cpu_time: 0.0061, build_memory: 175658592.8, f_measure: 0.6685, kappa: 0.3324, kb_relative_information_score: 81.7804, mean_absolute_error: 0.332, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6695, predictive_accuracy: 0.668, prior_entropy: 0.9934, recall: 0.668, relative_absolute_error: 0.6701, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5762, root_relative_squared_error: 1.1577, scimark_benchmark: 907.3828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, build_cpu_time: 0.0042, build_memory: 1389895960, f_measure: 0.6685, kappa: 0.3324, kb_relative_information_score: 81.7804, mean_absolute_error: 0.332, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6695, predictive_accuracy: 0.668, prior_entropy: 0.9934, recall: 0.668, relative_absolute_error: 0.6701, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5762, root_relative_squared_error: 1.1577, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, build_cpu_time: 0.0038, build_memory: 2904005813.6, f_measure: 0.6685, kappa: 0.3324, kb_relative_information_score: 81.7804, mean_absolute_error: 0.332, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6695, predictive_accuracy: 0.668, prior_entropy: 0.9934, recall: 0.668, relative_absolute_error: 0.6701, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5762, root_relative_squared_error: 1.1577, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6669, build_cpu_time: 0.0036, build_memory: 927798497.6, f_measure: 0.6685, kappa: 0.3324, kb_relative_information_score: 81.7804, mean_absolute_error: 0.332, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6695, predictive_accuracy: 0.668, prior_entropy: 0.9934, recall: 0.668, relative_absolute_error: 0.6701, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5762, root_relative_squared_error: 1.1577, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, build_cpu_time: 0.1301, build_memory: 383484448.8, f_measure: 0.8435, kappa: 0.6834, kb_relative_information_score: 78.8327, mean_absolute_error: 0.3642, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8442, predictive_accuracy: 0.844, prior_entropy: 0.9934, recall: 0.844, relative_absolute_error: 0.7352, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3867, root_relative_squared_error: 0.7771, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, build_cpu_time: 0.1042, build_memory: 757985752, f_measure: 0.8435, kappa: 0.6834, kb_relative_information_score: 78.8327, mean_absolute_error: 0.3642, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8442, predictive_accuracy: 0.844, prior_entropy: 0.9934, recall: 0.844, relative_absolute_error: 0.7352, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3867, root_relative_squared_error: 0.7771, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, build_cpu_time: 0.1279, build_memory: 435828804.8, f_measure: 0.8435, kappa: 0.6834, kb_relative_information_score: 78.8327, mean_absolute_error: 0.3642, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8442, predictive_accuracy: 0.844, prior_entropy: 0.9934, recall: 0.844, relative_absolute_error: 0.7352, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3867, root_relative_squared_error: 0.7771, scimark_benchmark: 920.6725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, build_cpu_time: 0.141, build_memory: 386573958.4, f_measure: 0.8435, kappa: 0.6834, kb_relative_information_score: 78.8327, mean_absolute_error: 0.3642, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8442, predictive_accuracy: 0.844, prior_entropy: 0.9934, recall: 0.844, relative_absolute_error: 0.7352, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3867, root_relative_squared_error: 0.7771, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, build_cpu_time: 0.1052, build_memory: 1200788364.8, f_measure: 0.8435, kappa: 0.6834, kb_relative_information_score: 78.8327, mean_absolute_error: 0.3642, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8442, predictive_accuracy: 0.844, prior_entropy: 0.9934, recall: 0.844, relative_absolute_error: 0.7352, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3867, root_relative_squared_error: 0.7771, scimark_benchmark: 892.8005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, build_cpu_time: 0.4526, build_memory: 213981235.2, f_measure: 0.7994, kappa: 0.5944, kb_relative_information_score: 148.6834, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7998, predictive_accuracy: 0.8, prior_entropy: 0.9934, recall: 0.8, relative_absolute_error: 0.4034, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4322, root_relative_squared_error: 0.8684, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8531, build_cpu_time: 0.2714, build_memory: 1239322160.8, f_measure: 0.7795, kappa: 0.5542, kb_relative_information_score: 138.7643, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7796, predictive_accuracy: 0.78, prior_entropy: 0.9934, recall: 0.78, relative_absolute_error: 0.4426, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4531, root_relative_squared_error: 0.9105, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.877, build_cpu_time: 0.1648, build_memory: 749943383.2, f_measure: 0.8113, kappa: 0.6184, kb_relative_information_score: 147.1813, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.812, predictive_accuracy: 0.812, prior_entropy: 0.9934, recall: 0.812, relative_absolute_error: 0.4121, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4282, root_relative_squared_error: 0.8605, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, build_cpu_time: 0.0538, build_memory: 1880004734.4, f_measure: 0.7799, kappa: 0.5556, kb_relative_information_score: 136.6818, mean_absolute_error: 0.225, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7798, predictive_accuracy: 0.78, prior_entropy: 0.9934, recall: 0.78, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4348, root_relative_squared_error: 0.8737, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, build_cpu_time: 0.0278, build_memory: 307442038.4, f_measure: 0.776, kappa: 0.5478, kb_relative_information_score: 128.3551, mean_absolute_error: 0.2431, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.776, predictive_accuracy: 0.776, prior_entropy: 0.9934, recall: 0.776, relative_absolute_error: 0.4907, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4263, root_relative_squared_error: 0.8565, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7065, build_cpu_time: 0.1122, build_memory: 641665732, f_measure: 0.6599, kappa: 0.3131, kb_relative_information_score: 73.558, mean_absolute_error: 0.3497, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6597, predictive_accuracy: 0.66, prior_entropy: 0.9934, recall: 0.66, relative_absolute_error: 0.7058, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5354, root_relative_squared_error: 1.0758, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6992, build_cpu_time: 0.2269, build_memory: 1344978839.2, f_measure: 0.6642, kappa: 0.3228, kb_relative_information_score: 75.273, mean_absolute_error: 0.346, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6646, predictive_accuracy: 0.664, prior_entropy: 0.9934, recall: 0.664, relative_absolute_error: 0.6984, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.5496, root_relative_squared_error: 1.1044, scimark_benchmark: 943.2074,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.605, build_cpu_time: 0.0655, build_memory: 491684394.4, f_measure: 0.5941, kappa: 0.2048, kb_relative_information_score: 45.3047, mean_absolute_error: 0.404, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6134, predictive_accuracy: 0.596, prior_entropy: 0.9934, recall: 0.596, relative_absolute_error: 0.8155, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6356, root_relative_squared_error: 1.2771, scimark_benchmark: 940.4464,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8711, build_cpu_time: 0.0146, build_memory: 738099099.2, f_measure: 0.8799, kappa: 0.7574, kb_relative_information_score: 184.3858, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9934, recall: 0.88, relative_absolute_error: 0.2675, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3433, root_relative_squared_error: 0.6898, scimark_benchmark: 946.9694,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7409, build_cpu_time: 0.0027, build_memory: 139372420, f_measure: 0.6664, kappa: 0.3251, kb_relative_information_score: 63.6003, mean_absolute_error: 0.3753, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6665, predictive_accuracy: 0.668, prior_entropy: 0.9934, recall: 0.668, relative_absolute_error: 0.7575, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4604, root_relative_squared_error: 0.9251, scimark_benchmark: 940.3415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6346, build_cpu_time: 0.0543, build_memory: 747770804.8, f_measure: 0.6366, kappa: 0.2681, kb_relative_information_score: 65.569, mean_absolute_error: 0.364, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6376, predictive_accuracy: 0.636, prior_entropy: 0.9934, recall: 0.636, relative_absolute_error: 0.7347, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.6033, root_relative_squared_error: 1.2122, scimark_benchmark: 935.7354,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7203, build_cpu_time: 0.642, build_memory: 883246940.8, f_measure: 0.6557, kappa: 0.3045, kb_relative_information_score: 67.0771, mean_absolute_error: 0.3664, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6555, predictive_accuracy: 0.656, prior_entropy: 0.9934, recall: 0.656, relative_absolute_error: 0.7396, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4821, root_relative_squared_error: 0.9687, scimark_benchmark: 901.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.717, build_cpu_time: 1.2429, build_memory: 845194854.4, f_measure: 0.6648, kappa: 0.3219, kb_relative_information_score: 64.8263, mean_absolute_error: 0.3714, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6665, predictive_accuracy: 0.668, prior_entropy: 0.9934, recall: 0.668, relative_absolute_error: 0.7497, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4825, root_relative_squared_error: 0.9694, scimark_benchmark: 921.6213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7155, build_cpu_time: 2.3605, build_memory: 866988420, f_measure: 0.6659, kappa: 0.3241, kb_relative_information_score: 62.2698, mean_absolute_error: 0.3757, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6664, predictive_accuracy: 0.668, prior_entropy: 0.9934, recall: 0.668, relative_absolute_error: 0.7582, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.483, root_relative_squared_error: 0.9705, scimark_benchmark: 944.9156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7146, build_cpu_time: 4.7625, build_memory: 879836807.2, f_measure: 0.6579, kappa: 0.3078, kb_relative_information_score: 61.9269, mean_absolute_error: 0.3761, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.6583, predictive_accuracy: 0.66, prior_entropy: 0.9934, recall: 0.66, relative_absolute_error: 0.7592, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4837, root_relative_squared_error: 0.9719, scimark_benchmark: 947.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, build_cpu_time: 0.8469, build_memory: 1612025619.2, f_measure: 0.884, kappa: 0.7657, kb_relative_information_score: 143.0101, mean_absolute_error: 0.2328, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8839, predictive_accuracy: 0.884, prior_entropy: 0.9934, recall: 0.884, relative_absolute_error: 0.4698, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.6176, scimark_benchmark: 945.7067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, build_cpu_time: 0.6896, build_memory: 955974237.6, f_measure: 0.884, kappa: 0.7657, kb_relative_information_score: 143.0101, mean_absolute_error: 0.2328, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8839, predictive_accuracy: 0.884, prior_entropy: 0.9934, recall: 0.884, relative_absolute_error: 0.4698, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.6176, scimark_benchmark: 939.8999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9527, build_cpu_time: 0.4515, build_memory: 1166948761.6, f_measure: 0.876, kappa: 0.7499, kb_relative_information_score: 143.9936, mean_absolute_error: 0.2305, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8761, predictive_accuracy: 0.876, prior_entropy: 0.9934, recall: 0.876, relative_absolute_error: 0.4653, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3044, root_relative_squared_error: 0.6116, scimark_benchmark: 945.7067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8569, build_cpu_time: 0.0407, build_memory: 1209290940, f_measure: 0.7756, kappa: 0.5464, kb_relative_information_score: 74.9872, mean_absolute_error: 0.3662, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.7756, predictive_accuracy: 0.776, prior_entropy: 0.9934, recall: 0.776, relative_absolute_error: 0.7392, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.4057, root_relative_squared_error: 0.8152, scimark_benchmark: 949.2096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9067, build_cpu_time: 0.1302, build_memory: 371977793.6, f_measure: 0.8432, kappa: 0.6829, kb_relative_information_score: 75.4201, mean_absolute_error: 0.3699, mean_prior_absolute_error: 0.4954, number_of_instances: 250, precision: 0.8447, predictive_accuracy: 0.844, prior_entropy: 0.9934, recall: 0.844, relative_absolute_error: 0.7465, root_mean_prior_squared_error: 0.4977, root_mean_squared_error: 0.3935, root_relative_squared_error: 0.7907, scimark_benchmark: 941.0866,

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