OpenML
Supervised Classification on fri_c3_250_10

Supervised Classification on fri_c3_250_10

Task 3658 Supervised Classification fri_c3_250_10 564 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: 0.968, f_measure: 0.9039, kappa: 0.8063, kb_relative_information_score: 195.0295, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.9042, predictive_accuracy: 0.904, prior_entropy: 0.9955, recall: 0.904, relative_absolute_error: 0.2286, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2699, root_relative_squared_error: 0.5414, scimark_benchmark: 1319.3406, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.9079, kappa: 0.8145, kb_relative_information_score: 176.1525, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.9081, predictive_accuracy: 0.908, prior_entropy: 0.9955, recall: 0.908, relative_absolute_error: 0.3217, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2797, root_relative_squared_error: 0.5612, scimark_benchmark: 916.6405, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.8799, kappa: 0.7581, kb_relative_information_score: 142.6612, mean_absolute_error: 0.232, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.4671, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3165, root_relative_squared_error: 0.6349, scimark_benchmark: 1309.4998, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8819, f_measure: 0.871, kappa: 0.74, kb_relative_information_score: 163.8497, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8757, predictive_accuracy: 0.872, prior_entropy: 0.9955, recall: 0.872, relative_absolute_error: 0.3686, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.6568, scimark_benchmark: 922.1419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.8799, kappa: 0.7581, kb_relative_information_score: 142.6612, mean_absolute_error: 0.232, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.4671, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3165, root_relative_squared_error: 0.6349, scimark_benchmark: 1206.8386, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.8839, kappa: 0.7661, kb_relative_information_score: 109.7567, mean_absolute_error: 0.3088, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.884, predictive_accuracy: 0.884, prior_entropy: 0.9955, recall: 0.884, relative_absolute_error: 0.6215, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.6777, scimark_benchmark: 1348.7888, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.8878, kappa: 0.774, kb_relative_information_score: 150.1396, mean_absolute_error: 0.2186, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8881, predictive_accuracy: 0.888, prior_entropy: 0.9955, recall: 0.888, relative_absolute_error: 0.44, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2928, root_relative_squared_error: 0.5874, scimark_benchmark: 937.1527, usercpu_time_millis: 170, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9433, f_measure: 0.8602, kappa: 0.7191, kb_relative_information_score: 163.2474, mean_absolute_error: 0.182, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.861, predictive_accuracy: 0.86, prior_entropy: 0.9955, recall: 0.86, relative_absolute_error: 0.3663, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.6115, scimark_benchmark: 937.1527, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.8753, kappa: 0.7486, kb_relative_information_score: 166.0998, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8781, predictive_accuracy: 0.876, prior_entropy: 0.9955, recall: 0.876, relative_absolute_error: 0.356, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.5982, scimark_benchmark: 937.1527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, f_measure: 0.868, kappa: 0.7341, kb_relative_information_score: 173.353, mean_absolute_error: 0.1595, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8679, predictive_accuracy: 0.868, prior_entropy: 0.9955, recall: 0.868, relative_absolute_error: 0.321, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3409, root_relative_squared_error: 0.6839, scimark_benchmark: 1347.388, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.8958, kappa: 0.7901, kb_relative_information_score: 172.4424, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8961, predictive_accuracy: 0.896, prior_entropy: 0.9955, recall: 0.896, relative_absolute_error: 0.3357, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.5566, scimark_benchmark: 854.5188, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6341, f_measure: 0.6325, kappa: 0.2659, kb_relative_information_score: 64.2985, mean_absolute_error: 0.368, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.637, predictive_accuracy: 0.632, prior_entropy: 0.9955, recall: 0.632, relative_absolute_error: 0.7407, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.6066, root_relative_squared_error: 1.2172, scimark_benchmark: 935.5075, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6507, f_measure: 0.6523, kappa: 0.3009, kb_relative_information_score: 74.3899, mean_absolute_error: 0.348, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6528, predictive_accuracy: 0.652, prior_entropy: 0.9955, recall: 0.652, relative_absolute_error: 0.7004, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.5899, root_relative_squared_error: 1.1836, scimark_benchmark: 1261.7298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.872, kappa: 0.7424, kb_relative_information_score: 149.6767, mean_absolute_error: 0.2178, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.872, predictive_accuracy: 0.872, prior_entropy: 0.9955, recall: 0.872, relative_absolute_error: 0.4384, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.5997, scimark_benchmark: 1307.3764, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6984, f_measure: 0.6443, kappa: 0.2848, kb_relative_information_score: 43.9331, mean_absolute_error: 0.4179, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6448, predictive_accuracy: 0.644, prior_entropy: 0.9955, recall: 0.644, relative_absolute_error: 0.8411, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4714, root_relative_squared_error: 0.9458, scimark_benchmark: 944.0517, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7447, f_measure: 0.6911, kappa: 0.3772, kb_relative_information_score: 52.8425, mean_absolute_error: 0.4072, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6912, predictive_accuracy: 0.692, prior_entropy: 0.9955, recall: 0.692, relative_absolute_error: 0.8197, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4578, root_relative_squared_error: 0.9186, scimark_benchmark: 904.3681, usercpu_time_millis: 260, usercpu_time_millis_testing: 260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, f_measure: 0.7082, kappa: 0.4134, kb_relative_information_score: 99.412, mean_absolute_error: 0.3012, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.7087, predictive_accuracy: 0.708, prior_entropy: 0.9955, recall: 0.708, relative_absolute_error: 0.6062, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4977, root_relative_squared_error: 0.9985, scimark_benchmark: 1316.7714, usercpu_time_millis: 1510, usercpu_time_millis_testing: 1510,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7816, f_measure: 0.7539, kappa: 0.5197, kb_relative_information_score: 86.6451, mean_absolute_error: 0.3406, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.7826, predictive_accuracy: 0.756, prior_entropy: 0.9955, recall: 0.756, relative_absolute_error: 0.6855, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4203, root_relative_squared_error: 0.8433, scimark_benchmark: 1313.0885, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.8997, kappa: 0.7978, kb_relative_information_score: 110.3777, mean_absolute_error: 0.3074, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.9008, predictive_accuracy: 0.9, prior_entropy: 0.9955, recall: 0.9, relative_absolute_error: 0.6187, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6779, scimark_benchmark: 1360.2771, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7506, f_measure: 0.7484, kappa: 0.497, kb_relative_information_score: 122.8291, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.7528, predictive_accuracy: 0.748, prior_entropy: 0.9955, recall: 0.748, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.502, root_relative_squared_error: 1.0072, scimark_benchmark: 1314.9535, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7089, f_measure: 0.6685, kappa: 0.3373, kb_relative_information_score: 65.1693, mean_absolute_error: 0.3728, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6726, predictive_accuracy: 0.668, prior_entropy: 0.9955, recall: 0.668, relative_absolute_error: 0.7503, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.484, root_relative_squared_error: 0.971, scimark_benchmark: 1340.9946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7089, f_measure: 0.6685, kappa: 0.3373, kb_relative_information_score: 65.1693, mean_absolute_error: 0.3728, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6726, predictive_accuracy: 0.668, prior_entropy: 0.9955, recall: 0.668, relative_absolute_error: 0.7503, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.484, root_relative_squared_error: 0.971, scimark_benchmark: 934.4732, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8819, f_measure: 0.871, kappa: 0.74, kb_relative_information_score: 163.8497, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8757, predictive_accuracy: 0.872, prior_entropy: 0.9955, recall: 0.872, relative_absolute_error: 0.3686, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.6568, scimark_benchmark: 1334.8495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6765, f_measure: 0.6555, kappa: 0.3058, kb_relative_information_score: 39.6345, mean_absolute_error: 0.4273, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6553, predictive_accuracy: 0.656, prior_entropy: 0.9955, recall: 0.656, relative_absolute_error: 0.8601, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4811, root_relative_squared_error: 0.9653, scimark_benchmark: 889.3151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7007, f_measure: 0.616, kappa: 0.2271, kb_relative_information_score: 39.8336, mean_absolute_error: 0.426, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.616, predictive_accuracy: 0.616, prior_entropy: 0.9955, recall: 0.616, relative_absolute_error: 0.8575, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4648, root_relative_squared_error: 0.9327, scimark_benchmark: 1313.9606, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6983, f_measure: 0.6482, kappa: 0.2924, kb_relative_information_score: 44.019, mean_absolute_error: 0.4177, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6485, predictive_accuracy: 0.648, prior_entropy: 0.9955, recall: 0.648, relative_absolute_error: 0.8408, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4714, root_relative_squared_error: 0.9459, scimark_benchmark: 923.6051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6277, f_measure: 0.6311, kappa: 0.2564, kb_relative_information_score: 64.2985, mean_absolute_error: 0.368, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6309, predictive_accuracy: 0.632, prior_entropy: 0.9955, recall: 0.632, relative_absolute_error: 0.7407, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.6066, root_relative_squared_error: 1.2172, scimark_benchmark: 1334.8272, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4799, f_measure: 0.3787, kb_relative_information_score: -0.0764, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.2916, predictive_accuracy: 0.54, prior_entropy: 0.9955, recall: 0.54, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4985, root_relative_squared_error: 1.0002, scimark_benchmark: 1329.0992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.8761, kappa: 0.7509, kb_relative_information_score: 187.4145, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8765, predictive_accuracy: 0.876, prior_entropy: 0.9955, recall: 0.876, relative_absolute_error: 0.2496, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3521, root_relative_squared_error: 0.7065, scimark_benchmark: 1419.2433, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.8633, kappa: 0.7245, kb_relative_information_score: 153.7419, mean_absolute_error: 0.2059, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8655, predictive_accuracy: 0.864, prior_entropy: 0.9955, recall: 0.864, relative_absolute_error: 0.4143, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3091, root_relative_squared_error: 0.6202, scimark_benchmark: 1352.1951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8794, kappa: 0.7569, kb_relative_information_score: 156.6971, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8817, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.402, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3039, root_relative_squared_error: 0.6098, scimark_benchmark: 1361.2664, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.8799, kappa: 0.7581, kb_relative_information_score: 142.6612, mean_absolute_error: 0.232, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8799, predictive_accuracy: 0.88, prior_entropy: 0.9955, recall: 0.88, relative_absolute_error: 0.4671, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3165, root_relative_squared_error: 0.6349, scimark_benchmark: 1324.3755, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6536, f_measure: 0.6834, kappa: 0.3619, kb_relative_information_score: 46.7335, mean_absolute_error: 0.4189, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6833, predictive_accuracy: 0.684, prior_entropy: 0.9955, recall: 0.684, relative_absolute_error: 0.8433, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.468, root_relative_squared_error: 0.9389, scimark_benchmark: 1321.7236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.758, f_measure: 0.7564, kappa: 0.5123, kb_relative_information_score: 126.8656, mean_absolute_error: 0.244, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.7597, predictive_accuracy: 0.756, prior_entropy: 0.9955, recall: 0.756, relative_absolute_error: 0.4911, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.494, root_relative_squared_error: 0.9911, scimark_benchmark: 1334.3805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8554, f_measure: 0.8279, kappa: 0.6536, kb_relative_information_score: 144.5598, mean_absolute_error: 0.2165, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8279, predictive_accuracy: 0.828, prior_entropy: 0.9955, recall: 0.828, relative_absolute_error: 0.4358, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3817, root_relative_squared_error: 0.7658, scimark_benchmark: 1321.7236, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8673, f_measure: 0.8481, kappa: 0.6944, kb_relative_information_score: 168.8032, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8483, predictive_accuracy: 0.848, prior_entropy: 0.9955, recall: 0.848, relative_absolute_error: 0.3304, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.373, root_relative_squared_error: 0.7485, scimark_benchmark: 932.0242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.9079, kappa: 0.8145, kb_relative_information_score: 176.1525, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.9081, predictive_accuracy: 0.908, prior_entropy: 0.9955, recall: 0.908, relative_absolute_error: 0.3217, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2797, root_relative_squared_error: 0.5612, scimark_benchmark: 942.6843, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.9079, kappa: 0.8145, kb_relative_information_score: 176.1525, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.9081, predictive_accuracy: 0.908, prior_entropy: 0.9955, recall: 0.908, relative_absolute_error: 0.3217, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2797, root_relative_squared_error: 0.5612, scimark_benchmark: 1331.6907, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, f_measure: 0.8993, kappa: 0.797, kb_relative_information_score: 193.3591, mean_absolute_error: 0.1134, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.9036, predictive_accuracy: 0.9, prior_entropy: 0.9955, recall: 0.9, relative_absolute_error: 0.2283, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2942, root_relative_squared_error: 0.5903, scimark_benchmark: 1293.1919, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.8759, kappa: 0.7499, kb_relative_information_score: 149.8079, mean_absolute_error: 0.2192, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.876, predictive_accuracy: 0.876, prior_entropy: 0.9955, recall: 0.876, relative_absolute_error: 0.4412, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2933, root_relative_squared_error: 0.5885, scimark_benchmark: 938.9967, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8166, f_measure: 0.8194, kappa: 0.636, kb_relative_information_score: 159.1584, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8202, predictive_accuracy: 0.82, prior_entropy: 0.9955, recall: 0.82, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4243, root_relative_squared_error: 0.8513, scimark_benchmark: 1341.5768, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.3468, kappa: -0.0027, kb_relative_information_score: -20.47, mean_absolute_error: 0.536, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.4971, predictive_accuracy: 0.464, prior_entropy: 0.9955, recall: 0.464, relative_absolute_error: 1.0789, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.7321, root_relative_squared_error: 1.4689, scimark_benchmark: 1361.1055, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.8674, kappa: 0.7328, kb_relative_information_score: 176.8138, mean_absolute_error: 0.1494, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8692, predictive_accuracy: 0.868, prior_entropy: 0.9955, recall: 0.868, relative_absolute_error: 0.3008, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3461, root_relative_squared_error: 0.6943, scimark_benchmark: 1465.2979, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8159, f_measure: 0.8192, kappa: 0.6356, kb_relative_information_score: 159.1584, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8206, predictive_accuracy: 0.82, prior_entropy: 0.9955, recall: 0.82, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4243, root_relative_squared_error: 0.8513, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8457, f_measure: 0.8478, kappa: 0.6933, kb_relative_information_score: 173.2865, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.848, predictive_accuracy: 0.848, prior_entropy: 0.9955, recall: 0.848, relative_absolute_error: 0.3059, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.7823, scimark_benchmark: 1353.5686, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4799, f_measure: 0.3787, kb_relative_information_score: -0.0764, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.2916, predictive_accuracy: 0.54, prior_entropy: 0.9955, recall: 0.54, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4985, root_relative_squared_error: 1.0002, scimark_benchmark: 1353.5686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8673, f_measure: 0.8441, kappa: 0.6866, kb_relative_information_score: 167.4986, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8445, predictive_accuracy: 0.844, prior_entropy: 0.9955, recall: 0.844, relative_absolute_error: 0.3351, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3754, root_relative_squared_error: 0.7532, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.666, f_measure: 0.6475, kappa: 0.2896, kb_relative_information_score: 60.4497, mean_absolute_error: 0.3817, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6472, predictive_accuracy: 0.648, prior_entropy: 0.9955, recall: 0.648, relative_absolute_error: 0.7683, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.5311, root_relative_squared_error: 1.0655, scimark_benchmark: 931.2336, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6465, f_measure: 0.6394, kappa: 0.2735, kb_relative_information_score: 41.2977, mean_absolute_error: 0.4237, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6392, predictive_accuracy: 0.64, prior_entropy: 0.9955, recall: 0.64, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.507, root_relative_squared_error: 1.0172, scimark_benchmark: 945.6434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6795, f_measure: 0.6471, kappa: 0.2887, kb_relative_information_score: 45.8233, mean_absolute_error: 0.4153, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.647, predictive_accuracy: 0.648, prior_entropy: 0.9955, recall: 0.648, relative_absolute_error: 0.836, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.485, root_relative_squared_error: 0.9732, scimark_benchmark: 941.7954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6795, f_measure: 0.6471, kappa: 0.2887, kb_relative_information_score: 45.8233, mean_absolute_error: 0.4153, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.647, predictive_accuracy: 0.648, prior_entropy: 0.9955, recall: 0.648, relative_absolute_error: 0.836, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.485, root_relative_squared_error: 0.9732, scimark_benchmark: 923.7642, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6795, f_measure: 0.6471, kappa: 0.2887, kb_relative_information_score: 45.8233, mean_absolute_error: 0.4153, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.647, predictive_accuracy: 0.648, prior_entropy: 0.9955, recall: 0.648, relative_absolute_error: 0.836, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.485, root_relative_squared_error: 0.9732, scimark_benchmark: 894.7455, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9543, f_measure: 0.908, kappa: 0.8147, kb_relative_information_score: 200.4579, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.908, predictive_accuracy: 0.908, prior_entropy: 0.9955, recall: 0.908, relative_absolute_error: 0.1994, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2911, root_relative_squared_error: 0.584, scimark_benchmark: 936.6206, usercpu_time_millis: 180, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.912, kappa: 0.8229, kb_relative_information_score: 202.0471, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.912, predictive_accuracy: 0.912, prior_entropy: 0.9955, recall: 0.912, relative_absolute_error: 0.194, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2793, root_relative_squared_error: 0.5603, scimark_benchmark: 938.2848, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.8881, kappa: 0.7748, kb_relative_information_score: 190.4568, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8882, predictive_accuracy: 0.888, prior_entropy: 0.9955, recall: 0.888, relative_absolute_error: 0.2403, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3011, root_relative_squared_error: 0.6042, scimark_benchmark: 942.1229, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, f_measure: 0.876, kappa: 0.7506, kb_relative_information_score: 173.8975, mean_absolute_error: 0.1561, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8761, predictive_accuracy: 0.876, prior_entropy: 0.9955, recall: 0.876, relative_absolute_error: 0.3142, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.668, scimark_benchmark: 922.9039, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8533, f_measure: 0.8277, kappa: 0.6527, kb_relative_information_score: 138.2036, mean_absolute_error: 0.2322, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.828, predictive_accuracy: 0.828, prior_entropy: 0.9955, recall: 0.828, relative_absolute_error: 0.4674, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.3944, root_relative_squared_error: 0.7914, scimark_benchmark: 938.4278, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.9079, kappa: 0.8145, kb_relative_information_score: 199.8267, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.9081, predictive_accuracy: 0.908, prior_entropy: 0.9955, recall: 0.908, relative_absolute_error: 0.2052, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2776, root_relative_squared_error: 0.5571, scimark_benchmark: 936.6206, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9039, kappa: 0.8063, kb_relative_information_score: 195.0295, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.9042, predictive_accuracy: 0.904, prior_entropy: 0.9955, recall: 0.904, relative_absolute_error: 0.2286, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2699, root_relative_squared_error: 0.5414, scimark_benchmark: 924.6116, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9078, kappa: 0.8142, kb_relative_information_score: 185.9693, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.9084, predictive_accuracy: 0.908, prior_entropy: 0.9955, recall: 0.908, relative_absolute_error: 0.2714, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2656, root_relative_squared_error: 0.533, scimark_benchmark: 924.6116, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.8958, kappa: 0.7901, kb_relative_information_score: 172.4424, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.8961, predictive_accuracy: 0.896, prior_entropy: 0.9955, recall: 0.896, relative_absolute_error: 0.3357, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.5566, scimark_benchmark: 947.9494, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.8993, kappa: 0.797, kb_relative_information_score: 151.706, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.9036, predictive_accuracy: 0.9, prior_entropy: 0.9955, recall: 0.9, relative_absolute_error: 0.432, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2969, root_relative_squared_error: 0.5957, scimark_benchmark: 929.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4799, f_measure: 0.3787, kb_relative_information_score: -0.0764, mean_absolute_error: 0.4969, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.2916, predictive_accuracy: 0.54, prior_entropy: 0.9955, recall: 0.54, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.4985, root_relative_squared_error: 1.0002, scimark_benchmark: 932.3943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6873, f_measure: 0.5263, kappa: 0.1567, kb_relative_information_score: 29.062, mean_absolute_error: 0.4413, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.6244, predictive_accuracy: 0.56, prior_entropy: 0.9955, recall: 0.56, relative_absolute_error: 0.8882, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.499, root_relative_squared_error: 1.0012, scimark_benchmark: 902.4773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.9157, kappa: 0.8302, kb_relative_information_score: 173.4016, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.4968, number_of_instances: 250, precision: 0.9169, predictive_accuracy: 0.916, prior_entropy: 0.9955, recall: 0.916, relative_absolute_error: 0.3384, root_mean_prior_squared_error: 0.4984, root_mean_squared_error: 0.2661, root_relative_squared_error: 0.534, scimark_benchmark: 943.6956, usercpu_time_millis: 20, usercpu_time_millis_training: 20,

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