Task
Supervised Classification on letter

Supervised Classification on letter

Task 4545 Supervised Classification letter 205 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9906, kappa: 0.8761, kb_relative_information_score: 144305.1897, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9905, predictive_accuracy: 0.9908, prior_entropy: 0.2455, recall: 0.9908, relative_absolute_error: 0.1831, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.4611, scimark_benchmark: 1344.0499, usercpu_time_millis: 220, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9982, kappa: 0.9762, kb_relative_information_score: 192872.2281, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9982, predictive_accuracy: 0.9982, prior_entropy: 0.2455, recall: 0.9982, relative_absolute_error: 0.0234, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0427, root_relative_squared_error: 0.2163, scimark_benchmark: 1347.1763, usercpu_time_millis: 80310, usercpu_time_millis_testing: 7070, usercpu_time_millis_training: 73240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9824, kappa: 0.767, kb_relative_information_score: -84436.4185, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9822, predictive_accuracy: 0.983, prior_entropy: 0.2455, recall: 0.983, relative_absolute_error: 0.6867, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1295, root_relative_squared_error: 0.6559, scimark_benchmark: 1339.2472, usercpu_time_millis: 2390, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9915, kappa: 0.889, kb_relative_information_score: 146096.9639, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9915, predictive_accuracy: 0.9918, prior_entropy: 0.2455, recall: 0.9918, relative_absolute_error: 0.1754, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.438, scimark_benchmark: 1404.0159, usercpu_time_millis: 19520, usercpu_time_millis_testing: 190, usercpu_time_millis_training: 19330,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9967, kappa: 0.9568, kb_relative_information_score: 163425.8708, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9967, predictive_accuracy: 0.9968, prior_entropy: 0.2455, recall: 0.9968, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0519, root_relative_squared_error: 0.2626, scimark_benchmark: 1362.1309, usercpu_time_millis: 4350, usercpu_time_millis_testing: 520, usercpu_time_millis_training: 3830,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9982, kappa: 0.9762, kb_relative_information_score: 192872.2281, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9982, predictive_accuracy: 0.9982, prior_entropy: 0.2455, recall: 0.9982, relative_absolute_error: 0.0234, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0427, root_relative_squared_error: 0.2163, scimark_benchmark: 1341.3551, usercpu_time_millis: 54510, usercpu_time_millis_testing: 5810, usercpu_time_millis_training: 48700,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9915, kappa: 0.889, kb_relative_information_score: 146096.9639, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9915, predictive_accuracy: 0.9918, prior_entropy: 0.2455, recall: 0.9918, relative_absolute_error: 0.1754, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.438, scimark_benchmark: 1344.4042, usercpu_time_millis: 17250, usercpu_time_millis_testing: 180, usercpu_time_millis_training: 17070,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9967, kappa: 0.9568, kb_relative_information_score: 163425.8708, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9967, predictive_accuracy: 0.9968, prior_entropy: 0.2455, recall: 0.9968, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0519, root_relative_squared_error: 0.2626, scimark_benchmark: 942.9708, usercpu_time_millis: 6680, usercpu_time_millis_testing: 670, usercpu_time_millis_training: 6010,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9906, kappa: 0.8761, kb_relative_information_score: 144305.1897, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9905, predictive_accuracy: 0.9908, prior_entropy: 0.2455, recall: 0.9908, relative_absolute_error: 0.1831, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.4611, scimark_benchmark: 1384.4422, usercpu_time_millis: 150, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.9901, kappa: 0.8716, kb_relative_information_score: 155260.3376, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.99, predictive_accuracy: 0.9902, prior_entropy: 0.2455, recall: 0.9902, relative_absolute_error: 0.1429, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0941, root_relative_squared_error: 0.4765, scimark_benchmark: 1331.5882, usercpu_time_millis: 2260, usercpu_time_millis_testing: 340, usercpu_time_millis_training: 1920,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9803, kappa: 0.7401, kb_relative_information_score: 93437.7965, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.98, predictive_accuracy: 0.981, prior_entropy: 0.2455, recall: 0.981, relative_absolute_error: 0.3033, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1266, root_relative_squared_error: 0.6411, scimark_benchmark: 1348.2476, usercpu_time_millis: 170, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9857, kappa: 0.8111, kb_relative_information_score: 109010.1171, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9856, predictive_accuracy: 0.9862, prior_entropy: 0.2455, recall: 0.9862, relative_absolute_error: 0.2508, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.5028, scimark_benchmark: 1449.4352, usercpu_time_millis: 170, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9857, kappa: 0.8111, kb_relative_information_score: 109010.1171, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9856, predictive_accuracy: 0.9862, prior_entropy: 0.2455, recall: 0.9862, relative_absolute_error: 0.2508, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.5028, scimark_benchmark: 1341.5795, usercpu_time_millis: 210, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9948, kappa: 0.9318, kb_relative_information_score: 177101.9951, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9948, predictive_accuracy: 0.9948, prior_entropy: 0.2455, recall: 0.9948, relative_absolute_error: 0.0843, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0706, root_relative_squared_error: 0.3575, scimark_benchmark: 1280.6338, usercpu_time_millis: 440, usercpu_time_millis_training: 440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9857, kappa: 0.8111, kb_relative_information_score: 109010.1171, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9856, predictive_accuracy: 0.9862, prior_entropy: 0.2455, recall: 0.9862, relative_absolute_error: 0.2508, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.5028, scimark_benchmark: 938.0414, usercpu_time_millis: 320, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9984, kappa: 0.9794, kb_relative_information_score: 188247.2571, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9984, predictive_accuracy: 0.9984, prior_entropy: 0.2455, recall: 0.9984, relative_absolute_error: 0.0341, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0353, root_relative_squared_error: 0.1789, scimark_benchmark: 1284.2094, usercpu_time_millis: 1652560, usercpu_time_millis_testing: 1652560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9824, kappa: 0.767, kb_relative_information_score: -84436.4185, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9822, predictive_accuracy: 0.983, prior_entropy: 0.2455, recall: 0.983, relative_absolute_error: 0.6867, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1295, root_relative_squared_error: 0.6559, scimark_benchmark: 1295.0797, usercpu_time_millis: 1480, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9967, kappa: 0.9568, kb_relative_information_score: 163425.8708, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9967, predictive_accuracy: 0.9968, prior_entropy: 0.2455, recall: 0.9968, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0519, root_relative_squared_error: 0.2626, scimark_benchmark: 1315.933, usercpu_time_millis: 5370, usercpu_time_millis_testing: 520, usercpu_time_millis_training: 4850,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9857, kappa: 0.8111, kb_relative_information_score: 109010.1171, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9856, predictive_accuracy: 0.9862, prior_entropy: 0.2455, recall: 0.9862, relative_absolute_error: 0.2508, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.5028, scimark_benchmark: 1350.073, usercpu_time_millis: 190, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9857, kappa: 0.8111, kb_relative_information_score: 109010.1171, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9856, predictive_accuracy: 0.9862, prior_entropy: 0.2455, recall: 0.9862, relative_absolute_error: 0.2508, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.5028, scimark_benchmark: 1354.3488, usercpu_time_millis: 200, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9803, kappa: 0.7401, kb_relative_information_score: 93437.7965, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.98, predictive_accuracy: 0.981, prior_entropy: 0.2455, recall: 0.981, relative_absolute_error: 0.3033, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1266, root_relative_squared_error: 0.6411, scimark_benchmark: 933.1165, usercpu_time_millis: 350, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9906, kappa: 0.8761, kb_relative_information_score: 144305.1897, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9905, predictive_accuracy: 0.9908, prior_entropy: 0.2455, recall: 0.9908, relative_absolute_error: 0.1831, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.4611, scimark_benchmark: 1334.6745, usercpu_time_millis: 150, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.9825, kappa: 0.7557, kb_relative_information_score: -94881.5393, mean_absolute_error: 0.0589, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9837, predictive_accuracy: 0.984, prior_entropy: 0.2455, recall: 0.984, relative_absolute_error: 0.7549, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1252, root_relative_squared_error: 0.6338, scimark_benchmark: 1310.6407, usercpu_time_millis: 3760, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 3740,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9824, kappa: 0.767, kb_relative_information_score: -84436.4185, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9822, predictive_accuracy: 0.983, prior_entropy: 0.2455, recall: 0.983, relative_absolute_error: 0.6867, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1295, root_relative_squared_error: 0.6559, scimark_benchmark: 1340.1351, usercpu_time_millis: 1730, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.9921, kappa: 0.8976, kb_relative_information_score: 162444.9101, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.992, predictive_accuracy: 0.9922, prior_entropy: 0.2455, recall: 0.9922, relative_absolute_error: 0.1255, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.4283, scimark_benchmark: 1293.6566, usercpu_time_millis: 2830, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2820,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9825, kappa: 0.7586, kb_relative_information_score: 46644.8222, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9831, predictive_accuracy: 0.9838, prior_entropy: 0.2455, recall: 0.9838, relative_absolute_error: 0.4369, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.6, scimark_benchmark: 892.0148, usercpu_time_millis: 1240, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7605, f_measure: 0.9394, kb_relative_information_score: -294702.7313, mean_absolute_error: 0.0743, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 0.9526, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.9763, scimark_benchmark: 894.7222, usercpu_time_millis: 140, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9893, kappa: 0.8539, kb_relative_information_score: 120620.0666, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9901, predictive_accuracy: 0.99, prior_entropy: 0.2455, recall: 0.99, relative_absolute_error: 0.297, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0838, root_relative_squared_error: 0.4243, scimark_benchmark: 1347.5461, usercpu_time_millis: 1620, usercpu_time_millis_testing: 170, usercpu_time_millis_training: 1450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.9915, kappa: 0.889, kb_relative_information_score: 146096.9639, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9915, predictive_accuracy: 0.9918, prior_entropy: 0.2455, recall: 0.9918, relative_absolute_error: 0.1754, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.438, scimark_benchmark: 854.5188, usercpu_time_millis: 15620, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 15530,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.996, kappa: 0.9477, kb_relative_information_score: 181007.1302, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.996, predictive_accuracy: 0.9961, prior_entropy: 0.2455, recall: 0.9961, relative_absolute_error: 0.0593, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0549, root_relative_squared_error: 0.278, scimark_benchmark: 937.6212, usercpu_time_millis: 71710, usercpu_time_millis_testing: 230, usercpu_time_millis_training: 71480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9943, kappa: 0.9256, kb_relative_information_score: 150778.1336, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9945, predictive_accuracy: 0.9945, prior_entropy: 0.2455, recall: 0.9945, relative_absolute_error: 0.1498, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0651, root_relative_squared_error: 0.3299, scimark_benchmark: 1341.4232, usercpu_time_millis: 1740, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1710,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9901, kappa: 0.8693, kb_relative_information_score: 116168.6163, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.99, predictive_accuracy: 0.9903, prior_entropy: 0.2455, recall: 0.9903, relative_absolute_error: 0.2417, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.4512, scimark_benchmark: 1449.4352, usercpu_time_millis: 4070, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 4060,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9906, kappa: 0.8761, kb_relative_information_score: 144305.1897, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9905, predictive_accuracy: 0.9908, prior_entropy: 0.2455, recall: 0.9908, relative_absolute_error: 0.1831, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.4611, scimark_benchmark: 1314.0383, usercpu_time_millis: 280, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, f_measure: 0.9394, kb_relative_information_score: -127194.2477, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 0.7585, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.9401, scimark_benchmark: 1322.4968, usercpu_time_millis: 1223220, usercpu_time_millis_testing: 1223220,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9987, kappa: 0.9836, kb_relative_information_score: 194949.8471, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9987, predictive_accuracy: 0.9987, prior_entropy: 0.2455, recall: 0.9987, relative_absolute_error: 0.0164, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0358, root_relative_squared_error: 0.1812, scimark_benchmark: 1328.8457, usercpu_time_millis: 108890, usercpu_time_millis_testing: 108890,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.985, kappa: 0.7995, kb_relative_information_score: 112364.1306, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9849, predictive_accuracy: 0.9856, prior_entropy: 0.2455, recall: 0.9856, relative_absolute_error: 0.2979, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.5667, scimark_benchmark: 939.5205, usercpu_time_millis: 490, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9834, kappa: 0.7766, kb_relative_information_score: 95008.4837, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9833, predictive_accuracy: 0.9842, prior_entropy: 0.2455, recall: 0.9842, relative_absolute_error: 0.321, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1083, root_relative_squared_error: 0.5486, scimark_benchmark: 882.7843, usercpu_time_millis: 14660, usercpu_time_millis_testing: 130, usercpu_time_millis_training: 14530,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.983, kappa: 0.7687, kb_relative_information_score: 81097.8083, mean_absolute_error: 0.0288, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9832, predictive_accuracy: 0.9841, prior_entropy: 0.2455, recall: 0.9841, relative_absolute_error: 0.3696, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1149, root_relative_squared_error: 0.582, scimark_benchmark: 1324.8395, usercpu_time_millis: 5210, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 5150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9799, kappa: 0.7205, kb_relative_information_score: 59723.071, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9805, predictive_accuracy: 0.9816, prior_entropy: 0.2455, recall: 0.9816, relative_absolute_error: 0.4628, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1303, root_relative_squared_error: 0.6599, scimark_benchmark: 1287.514, usercpu_time_millis: 3310, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 3270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9438, kappa: 0.0854, kb_relative_information_score: 18601.5999, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9545, predictive_accuracy: 0.9608, prior_entropy: 0.2455, recall: 0.9608, relative_absolute_error: 0.5773, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1477, root_relative_squared_error: 0.7477, scimark_benchmark: 937.1527, usercpu_time_millis: 2010, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1980,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.9394, kb_relative_information_score: -40845.6782, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 0.6795, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.153, root_relative_squared_error: 0.7747, scimark_benchmark: 915.9324, usercpu_time_millis: 850, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 830,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9986, kappa: 0.9823, kb_relative_information_score: 183865.5678, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9986, predictive_accuracy: 0.9986, prior_entropy: 0.2455, recall: 0.9986, relative_absolute_error: 0.0409, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0359, root_relative_squared_error: 0.1819, scimark_benchmark: 916.6405, usercpu_time_millis: 61510, usercpu_time_millis_testing: 61510,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9987, kappa: 0.9838, kb_relative_information_score: 189266.6909, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9987, predictive_accuracy: 0.9987, prior_entropy: 0.2455, recall: 0.9987, relative_absolute_error: 0.0297, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0334, root_relative_squared_error: 0.1691, scimark_benchmark: 1384.4418, usercpu_time_millis: 39330, usercpu_time_millis_testing: 39330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9394, kb_relative_information_score: 44865.6984, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 0.5209, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.2016, root_relative_squared_error: 1.021, scimark_benchmark: 1325.2092, usercpu_time_millis: 1550, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9394, kb_relative_information_score: 44865.6984, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 0.5209, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.2016, root_relative_squared_error: 1.021, scimark_benchmark: 930.5999, usercpu_time_millis: 97690, usercpu_time_millis_testing: 6850, usercpu_time_millis_training: 90840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6537, f_measure: 0.9644, kappa: 0.4583, kb_relative_information_score: 91774.1426, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.972, predictive_accuracy: 0.9717, prior_entropy: 0.2455, recall: 0.9717, relative_absolute_error: 0.3632, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.8525, scimark_benchmark: 1297.6356, usercpu_time_millis: 1280, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9731, kappa: 0.6146, kb_relative_information_score: 4912.6406, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9746, predictive_accuracy: 0.9764, prior_entropy: 0.2455, recall: 0.9764, relative_absolute_error: 0.5096, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1371, root_relative_squared_error: 0.6943, scimark_benchmark: 1321.527, usercpu_time_millis: 8460, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 8440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7441, f_measure: 0.963, kappa: 0.5132, kb_relative_information_score: 62134.7152, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9622, predictive_accuracy: 0.9639, prior_entropy: 0.2455, recall: 0.9639, relative_absolute_error: 0.4629, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9624, scimark_benchmark: 869.6028, usercpu_time_millis: 2040, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 2010,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9967, kappa: 0.9568, kb_relative_information_score: 163425.8708, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9967, predictive_accuracy: 0.9968, prior_entropy: 0.2455, recall: 0.9968, relative_absolute_error: 0.1221, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0519, root_relative_squared_error: 0.2626, scimark_benchmark: 1072.3689, usercpu_time_millis: 4510, usercpu_time_millis_testing: 520, usercpu_time_millis_training: 3990,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9501, f_measure: 0.9923, kappa: 0.9018, kb_relative_information_score: 170666.4835, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9923, predictive_accuracy: 0.9924, prior_entropy: 0.2455, recall: 0.9924, relative_absolute_error: 0.098, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0875, root_relative_squared_error: 0.4429, scimark_benchmark: 1315.0767, usercpu_time_millis: 90, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9923, kappa: 0.9002, kb_relative_information_score: 157689.3466, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9923, predictive_accuracy: 0.9924, prior_entropy: 0.2455, recall: 0.9924, relative_absolute_error: 0.1418, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0819, root_relative_squared_error: 0.4148, scimark_benchmark: 1319.9043, usercpu_time_millis: 240, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.9929, kappa: 0.9073, kb_relative_information_score: 165877.8586, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9929, predictive_accuracy: 0.993, prior_entropy: 0.2455, recall: 0.993, relative_absolute_error: 0.1252, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0816, root_relative_squared_error: 0.4135, scimark_benchmark: 1359.379, usercpu_time_millis: 5940, usercpu_time_millis_training: 5940,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7882, f_measure: 0.7429, kappa: 0.1101, kb_relative_information_score: -1185599.4051, mean_absolute_error: 0.3634, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9602, predictive_accuracy: 0.6366, prior_entropy: 0.2455, recall: 0.6366, relative_absolute_error: 4.6571, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.6028, root_relative_squared_error: 3.0527, scimark_benchmark: 1321.3021, usercpu_time_millis: 77030, usercpu_time_millis_testing: 8310, usercpu_time_millis_training: 68720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.9948, kappa: 0.9326, kb_relative_information_score: 178293.1925, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9947, predictive_accuracy: 0.9948, prior_entropy: 0.2455, recall: 0.9948, relative_absolute_error: 0.0752, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.3581, scimark_benchmark: 1330.0803, usercpu_time_millis: 650, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5123, f_measure: 0.9419, kappa: 0.0462, kb_relative_information_score: 48677.8434, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9619, predictive_accuracy: 0.9604, prior_entropy: 0.2455, recall: 0.9604, relative_absolute_error: 0.5081, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1991, root_relative_squared_error: 1.0083, scimark_benchmark: 1465.2979, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.9923, kappa: 0.901, kb_relative_information_score: 170761.7871, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9923, predictive_accuracy: 0.9924, prior_entropy: 0.2455, recall: 0.9924, relative_absolute_error: 0.0977, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.4422, scimark_benchmark: 1341.2341, usercpu_time_millis: 930, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 920,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4987, f_measure: 0.9394, kb_relative_information_score: -398.5074, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9204, predictive_accuracy: 0.9594, prior_entropy: 0.2455, recall: 0.9594, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.1975, root_relative_squared_error: 1, scimark_benchmark: 1480.5705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9943, kappa: 0.9271, kb_relative_information_score: 175499.5351, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9943, predictive_accuracy: 0.9944, prior_entropy: 0.2455, recall: 0.9944, relative_absolute_error: 0.0894, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.3701, scimark_benchmark: 1339.4189, usercpu_time_millis: 360, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, build_cpu_time: 293.0633, build_memory: 1028944083.92, f_measure: 0.9978, kappa: 0.971, kb_relative_information_score: 191684.3624, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9978, predictive_accuracy: 0.9978, prior_entropy: 0.2455, recall: 0.9978, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0455, root_relative_squared_error: 0.2306, scimark_benchmark: 845.9233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, build_cpu_time: 165.2966, build_memory: 1088976232.8, f_measure: 0.9967, kappa: 0.9565, kb_relative_information_score: 187502.3263, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9967, predictive_accuracy: 0.9967, prior_entropy: 0.2455, recall: 0.9967, relative_absolute_error: 0.0433, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0549, root_relative_squared_error: 0.2779, scimark_benchmark: 945.9825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, build_cpu_time: 74.0628, build_memory: 1047368054.4, f_measure: 0.9942, kappa: 0.9232, kb_relative_information_score: 178961.7287, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9942, predictive_accuracy: 0.9943, prior_entropy: 0.2455, recall: 0.9943, relative_absolute_error: 0.0741, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.0718, root_relative_squared_error: 0.3638, scimark_benchmark: 946.1004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, build_cpu_time: 42.119, build_memory: 770786728.8, f_measure: 0.9913, kappa: 0.8855, kb_relative_information_score: 167821.6809, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9913, predictive_accuracy: 0.9916, prior_entropy: 0.2455, recall: 0.9916, relative_absolute_error: 0.1097, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.087, root_relative_squared_error: 0.4408, scimark_benchmark: 945.6653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, build_cpu_time: 41.192, build_memory: 931462009.76, f_measure: 0.9913, kappa: 0.8855, kb_relative_information_score: 167821.6809, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.078, number_of_instances: 200000, precision: 0.9913, predictive_accuracy: 0.9916, prior_entropy: 0.2455, recall: 0.9916, relative_absolute_error: 0.1097, root_mean_prior_squared_error: 0.1975, root_mean_squared_error: 0.087, root_relative_squared_error: 0.4408, scimark_benchmark: 941.5865,

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