Task
Supervised Classification on mfeat-fourier

Supervised Classification on mfeat-fourier

Task 14 Supervised Classification mfeat-fourier 23982 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_73 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, f_measure: 0.8317, kappa: 0.8139, kb_relative_information_score: 0.8248, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.18, weighted_recall: 0.8325, number_of_instances: 2000, precision: 0.8321, predictive_accuracy: 0.8325, prior_entropy: 3.3219, relative_absolute_error: 0.1861, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.183, root_relative_squared_error: 0.6101, usercpu_time_millis: 42.32, usercpu_time_millis_testing: 0.56, usercpu_time_millis_training: 41.76, unweighted_recall: 0.8325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.8046, kappa: 0.7811, kb_relative_information_score: 0.8069, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.18, weighted_recall: 0.803, number_of_instances: 2000, precision: 0.8067, predictive_accuracy: 0.803, prior_entropy: 3.3219, relative_absolute_error: 0.2466, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.5817, unweighted_recall: 0.803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.8229, kappa: 0.8017, kb_relative_information_score: 0.828, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.18, weighted_recall: 0.8215, number_of_instances: 2000, precision: 0.8249, predictive_accuracy: 0.8215, prior_entropy: 3.3219, relative_absolute_error: 0.2409, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.5276, unweighted_recall: 0.8215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.8233, kappa: 0.8022, kb_relative_information_score: 0.8273, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.18, weighted_recall: 0.822, number_of_instances: 2000, precision: 0.8251, predictive_accuracy: 0.822, prior_entropy: 3.3219, relative_absolute_error: 0.2466, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.5239, unweighted_recall: 0.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.8114, kappa: 0.7894, kb_relative_information_score: 0.8201, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.18, weighted_recall: 0.8105, number_of_instances: 2000, precision: 0.8134, predictive_accuracy: 0.8105, prior_entropy: 3.3219, relative_absolute_error: 0.2465, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1637, root_relative_squared_error: 0.5455, unweighted_recall: 0.8105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.8006, kappa: 0.7778, kb_relative_information_score: 0.7792, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.18, weighted_recall: 0.8, number_of_instances: 2000, precision: 0.8021, predictive_accuracy: 0.8, prior_entropy: 3.3219, relative_absolute_error: 0.3416, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.163, root_relative_squared_error: 0.5433, unweighted_recall: 0.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.8168, kappa: 0.7961, kb_relative_information_score: 0.8187, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.18, weighted_recall: 0.8165, number_of_instances: 2000, precision: 0.8179, predictive_accuracy: 0.8165, prior_entropy: 3.3219, relative_absolute_error: 0.2559, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.5364, unweighted_recall: 0.8165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.8338, kappa: 0.815, kb_relative_information_score: 0.842, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.18, weighted_recall: 0.8335, number_of_instances: 2000, precision: 0.8349, predictive_accuracy: 0.8335, prior_entropy: 3.3219, relative_absolute_error: 0.2202, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.5115, unweighted_recall: 0.8335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.8101, kappa: 0.7894, kb_relative_information_score: 0.7998, mean_absolute_error: 0.0561, mean_prior_absolute_error: 0.18, weighted_recall: 0.8105, number_of_instances: 2000, precision: 0.8108, predictive_accuracy: 0.8105, prior_entropy: 3.3219, relative_absolute_error: 0.3114, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.159, root_relative_squared_error: 0.5299, unweighted_recall: 0.8105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.8041, kappa: 0.7794, kb_relative_information_score: 0.8024, mean_absolute_error: 0.0452, mean_prior_absolute_error: 0.18, weighted_recall: 0.8015, number_of_instances: 2000, precision: 0.8075, predictive_accuracy: 0.8015, prior_entropy: 3.3219, relative_absolute_error: 0.2513, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1761, root_relative_squared_error: 0.5869, unweighted_recall: 0.8015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.8094, kappa: 0.7872, kb_relative_information_score: 0.8173, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.18, weighted_recall: 0.8085, number_of_instances: 2000, precision: 0.8112, predictive_accuracy: 0.8085, prior_entropy: 3.3219, relative_absolute_error: 0.2534, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.5471, unweighted_recall: 0.8085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8203, kappa: 0.7994, kb_relative_information_score: 0.8268, mean_absolute_error: 0.042, mean_prior_absolute_error: 0.18, weighted_recall: 0.8195, number_of_instances: 2000, precision: 0.8218, predictive_accuracy: 0.8195, prior_entropy: 3.3219, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1623, root_relative_squared_error: 0.541, unweighted_recall: 0.8195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.7487, kappa: 0.7189, kb_relative_information_score: 0.7395, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.18, weighted_recall: 0.747, number_of_instances: 2000, precision: 0.7511, predictive_accuracy: 0.747, prior_entropy: 3.3219, relative_absolute_error: 0.3326, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.6521, unweighted_recall: 0.747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.7976, kappa: 0.7733, kb_relative_information_score: 0.8068, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.18, weighted_recall: 0.796, number_of_instances: 2000, precision: 0.8003, predictive_accuracy: 0.796, prior_entropy: 3.3219, relative_absolute_error: 0.2437, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5884, unweighted_recall: 0.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6126, f_measure: 0.3667, kappa: 0.2906, kb_relative_information_score: 0.3409, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.18, weighted_recall: 0.3615, number_of_instances: 2000, precision: 0.3865, predictive_accuracy: 0.3615, prior_entropy: 3.3219, relative_absolute_error: 0.7149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3511, root_relative_squared_error: 1.1703, unweighted_recall: 0.3615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.7128, kappa: 0.6772, kb_relative_information_score: 0.7087, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.18, weighted_recall: 0.7095, number_of_instances: 2000, precision: 0.7205, predictive_accuracy: 0.7095, prior_entropy: 3.3219, relative_absolute_error: 0.3464, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.221, root_relative_squared_error: 0.7367, unweighted_recall: 0.7095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.8225, kappa: 0.8022, kb_relative_information_score: 0.8289, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.18, weighted_recall: 0.822, number_of_instances: 2000, precision: 0.8241, predictive_accuracy: 0.822, prior_entropy: 3.3219, relative_absolute_error: 0.2351, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.5357, unweighted_recall: 0.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8101, kappa: 0.7867, kb_relative_information_score: 0.8176, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.18, weighted_recall: 0.808, number_of_instances: 2000, precision: 0.8138, predictive_accuracy: 0.808, prior_entropy: 3.3219, relative_absolute_error: 0.2305, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1707, root_relative_squared_error: 0.569, unweighted_recall: 0.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.8153, kappa: 0.7917, kb_relative_information_score: 0.8203, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.18, weighted_recall: 0.8125, number_of_instances: 2000, precision: 0.8197, predictive_accuracy: 0.8125, prior_entropy: 3.3219, relative_absolute_error: 0.2533, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.16, root_relative_squared_error: 0.5334, unweighted_recall: 0.8125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.8274, kappa: 0.8072, kb_relative_information_score: 0.8318, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.18, weighted_recall: 0.8265, number_of_instances: 2000, precision: 0.8294, predictive_accuracy: 0.8265, prior_entropy: 3.3219, relative_absolute_error: 0.2368, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1575, root_relative_squared_error: 0.5249, unweighted_recall: 0.8265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, f_measure: 0.8079, kappa: 0.7867, kb_relative_information_score: 0.7951, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.18, weighted_recall: 0.808, number_of_instances: 2000, precision: 0.8089, predictive_accuracy: 0.808, prior_entropy: 3.3219, relative_absolute_error: 0.3215, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1597, root_relative_squared_error: 0.5322, unweighted_recall: 0.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9524, f_measure: 0.7726, kappa: 0.745, kb_relative_information_score: 0.7776, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.18, weighted_recall: 0.7705, number_of_instances: 2000, precision: 0.7755, predictive_accuracy: 0.7705, prior_entropy: 3.3219, relative_absolute_error: 0.2759, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.6284, unweighted_recall: 0.7705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.7997, kappa: 0.7756, kb_relative_information_score: 0.8062, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.18, weighted_recall: 0.798, number_of_instances: 2000, precision: 0.8021, predictive_accuracy: 0.798, prior_entropy: 3.3219, relative_absolute_error: 0.2499, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.5813, unweighted_recall: 0.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.7986, kappa: 0.7756, kb_relative_information_score: 0.8136, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.18, weighted_recall: 0.798, number_of_instances: 2000, precision: 0.7998, predictive_accuracy: 0.798, prior_entropy: 3.3219, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.5646, unweighted_recall: 0.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.8033, kappa: 0.7794, kb_relative_information_score: 0.8177, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.18, weighted_recall: 0.8015, number_of_instances: 2000, precision: 0.8057, predictive_accuracy: 0.8015, prior_entropy: 3.3219, relative_absolute_error: 0.239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1683, root_relative_squared_error: 0.5611, unweighted_recall: 0.8015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.8196, kappa: 0.7983, kb_relative_information_score: 0.8253, mean_absolute_error: 0.0436, mean_prior_absolute_error: 0.18, weighted_recall: 0.8185, number_of_instances: 2000, precision: 0.8213, predictive_accuracy: 0.8185, prior_entropy: 3.3219, relative_absolute_error: 0.2425, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.16, root_relative_squared_error: 0.5332, unweighted_recall: 0.8185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.7988, kappa: 0.7761, kb_relative_information_score: 0.8028, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.18, weighted_recall: 0.7985, number_of_instances: 2000, precision: 0.7998, predictive_accuracy: 0.7985, prior_entropy: 3.3219, relative_absolute_error: 0.2707, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1687, root_relative_squared_error: 0.5624, unweighted_recall: 0.7985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9706, f_measure: 0.7775, kappa: 0.7511, kb_relative_information_score: 0.7824, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.18, weighted_recall: 0.776, number_of_instances: 2000, precision: 0.7797, predictive_accuracy: 0.776, prior_entropy: 3.3219, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.5969, unweighted_recall: 0.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.8157, kappa: 0.7944, kb_relative_information_score: 0.8171, mean_absolute_error: 0.0489, mean_prior_absolute_error: 0.18, weighted_recall: 0.815, number_of_instances: 2000, precision: 0.8172, predictive_accuracy: 0.815, prior_entropy: 3.3219, relative_absolute_error: 0.2718, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.5272, unweighted_recall: 0.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.8192, kappa: 0.7989, kb_relative_information_score: 0.8236, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.18, weighted_recall: 0.819, number_of_instances: 2000, precision: 0.82, predictive_accuracy: 0.819, prior_entropy: 3.3219, relative_absolute_error: 0.2646, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1551, root_relative_squared_error: 0.5171, unweighted_recall: 0.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7688, f_measure: 0.565, kappa: 0.5194, kb_relative_information_score: 0.5669, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.18, weighted_recall: 0.5675, number_of_instances: 2000, precision: 0.5819, predictive_accuracy: 0.5675, prior_entropy: 3.3219, relative_absolute_error: 0.4875, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2778, root_relative_squared_error: 0.926, unweighted_recall: 0.5675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9772, f_measure: 0.8148, kappa: 0.7933, kb_relative_information_score: 0.8181, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.18, weighted_recall: 0.814, number_of_instances: 2000, precision: 0.8164, predictive_accuracy: 0.814, prior_entropy: 3.3219, relative_absolute_error: 0.2438, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1661, root_relative_squared_error: 0.5537, unweighted_recall: 0.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9599, f_measure: 0.7863, kappa: 0.7594, kb_relative_information_score: 0.7911, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.18, weighted_recall: 0.7835, number_of_instances: 2000, precision: 0.7903, predictive_accuracy: 0.7835, prior_entropy: 3.3219, relative_absolute_error: 0.2537, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.6197, unweighted_recall: 0.7835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.8037, kappa: 0.7811, kb_relative_information_score: 0.803, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.18, weighted_recall: 0.803, number_of_instances: 2000, precision: 0.8054, predictive_accuracy: 0.803, prior_entropy: 3.3219, relative_absolute_error: 0.2905, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.5395, unweighted_recall: 0.803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.8005, kappa: 0.7778, kb_relative_information_score: 0.8074, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.18, weighted_recall: 0.8, number_of_instances: 2000, precision: 0.8017, predictive_accuracy: 0.8, prior_entropy: 3.3219, relative_absolute_error: 0.2632, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1695, root_relative_squared_error: 0.5651, unweighted_recall: 0.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.719, kappa: 0.6839, kb_relative_information_score: 0.7268, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.18, weighted_recall: 0.7155, number_of_instances: 2000, precision: 0.7269, predictive_accuracy: 0.7155, prior_entropy: 3.3219, relative_absolute_error: 0.3588, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2013, root_relative_squared_error: 0.671, unweighted_recall: 0.7155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.8165, kappa: 0.7928, kb_relative_information_score: 0.8214, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.18, weighted_recall: 0.8135, number_of_instances: 2000, precision: 0.8205, predictive_accuracy: 0.8135, prior_entropy: 3.3219, relative_absolute_error: 0.2309, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.5571, unweighted_recall: 0.8135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.8069, kappa: 0.7839, kb_relative_information_score: 0.8181, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.18, weighted_recall: 0.8055, number_of_instances: 2000, precision: 0.809, predictive_accuracy: 0.8055, prior_entropy: 3.3219, relative_absolute_error: 0.2337, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1701, root_relative_squared_error: 0.567, unweighted_recall: 0.8055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.8226, kappa: 0.8022, kb_relative_information_score: 0.8337, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.18, weighted_recall: 0.822, number_of_instances: 2000, precision: 0.8237, predictive_accuracy: 0.822, prior_entropy: 3.3219, relative_absolute_error: 0.2426, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.5135, unweighted_recall: 0.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8084, kappa: 0.7872, kb_relative_information_score: 0.8041, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.18, weighted_recall: 0.8085, number_of_instances: 2000, precision: 0.8091, predictive_accuracy: 0.8085, prior_entropy: 3.3219, relative_absolute_error: 0.3006, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1589, root_relative_squared_error: 0.5297, unweighted_recall: 0.8085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.8191, kappa: 0.7967, kb_relative_information_score: 0.8268, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.18, weighted_recall: 0.817, number_of_instances: 2000, precision: 0.8219, predictive_accuracy: 0.817, prior_entropy: 3.3219, relative_absolute_error: 0.2369, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.5384, unweighted_recall: 0.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.8056, kappa: 0.7817, kb_relative_information_score: 0.8142, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.18, weighted_recall: 0.8035, number_of_instances: 2000, precision: 0.8088, predictive_accuracy: 0.8035, prior_entropy: 3.3219, relative_absolute_error: 0.2329, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.5757, unweighted_recall: 0.8035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.8094, kappa: 0.7867, kb_relative_information_score: 0.8177, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.18, weighted_recall: 0.808, number_of_instances: 2000, precision: 0.8122, predictive_accuracy: 0.808, prior_entropy: 3.3219, relative_absolute_error: 0.25, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1637, root_relative_squared_error: 0.5455, unweighted_recall: 0.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.8202, kappa: 0.7994, kb_relative_information_score: 0.8225, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.18, weighted_recall: 0.8195, number_of_instances: 2000, precision: 0.8213, predictive_accuracy: 0.8195, prior_entropy: 3.3219, relative_absolute_error: 0.2505, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.5329, unweighted_recall: 0.8195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.8135, kappa: 0.7911, kb_relative_information_score: 0.8201, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.18, weighted_recall: 0.812, number_of_instances: 2000, precision: 0.8163, predictive_accuracy: 0.812, prior_entropy: 3.3219, relative_absolute_error: 0.2542, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.5357, unweighted_recall: 0.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9783, f_measure: 0.8186, kappa: 0.7961, kb_relative_information_score: 0.8194, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.18, weighted_recall: 0.8165, number_of_instances: 2000, precision: 0.8216, predictive_accuracy: 0.8165, prior_entropy: 3.3219, relative_absolute_error: 0.2546, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1603, root_relative_squared_error: 0.5343, unweighted_recall: 0.8165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.8111, kappa: 0.7889, kb_relative_information_score: 0.8196, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.18, weighted_recall: 0.81, number_of_instances: 2000, precision: 0.8126, predictive_accuracy: 0.81, prior_entropy: 3.3219, relative_absolute_error: 0.2314, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1699, root_relative_squared_error: 0.5664, unweighted_recall: 0.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.8156, kappa: 0.7928, kb_relative_information_score: 0.8207, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.18, weighted_recall: 0.8135, number_of_instances: 2000, precision: 0.8185, predictive_accuracy: 0.8135, prior_entropy: 3.3219, relative_absolute_error: 0.236, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.5547, unweighted_recall: 0.8135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.8231, kappa: 0.8017, kb_relative_information_score: 0.8165, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.18, weighted_recall: 0.8215, number_of_instances: 2000, precision: 0.8254, predictive_accuracy: 0.8215, prior_entropy: 3.3219, relative_absolute_error: 0.2737, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1548, root_relative_squared_error: 0.5158, unweighted_recall: 0.8215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.8228, kappa: 0.8022, kb_relative_information_score: 0.8329, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.18, weighted_recall: 0.822, number_of_instances: 2000, precision: 0.8242, predictive_accuracy: 0.822, prior_entropy: 3.3219, relative_absolute_error: 0.2454, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.154, root_relative_squared_error: 0.5132, unweighted_recall: 0.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.7955, kappa: 0.7717, kb_relative_information_score: 0.7947, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.18, weighted_recall: 0.7945, number_of_instances: 2000, precision: 0.7971, predictive_accuracy: 0.7945, prior_entropy: 3.3219, relative_absolute_error: 0.2961, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1651, root_relative_squared_error: 0.5502, unweighted_recall: 0.7945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.8231, kappa: 0.8011, kb_relative_information_score: 0.8335, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.18, weighted_recall: 0.821, number_of_instances: 2000, precision: 0.8265, predictive_accuracy: 0.821, prior_entropy: 3.3219, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1548, root_relative_squared_error: 0.5159, unweighted_recall: 0.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.812, kappa: 0.7878, kb_relative_information_score: 0.8142, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.18, weighted_recall: 0.809, number_of_instances: 2000, precision: 0.8162, predictive_accuracy: 0.809, prior_entropy: 3.3219, relative_absolute_error: 0.232, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.5811, unweighted_recall: 0.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.8049, kappa: 0.7828, kb_relative_information_score: 0.8155, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.18, weighted_recall: 0.8045, number_of_instances: 2000, precision: 0.8063, predictive_accuracy: 0.8045, prior_entropy: 3.3219, relative_absolute_error: 0.2451, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.5626, unweighted_recall: 0.8045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.8167, kappa: 0.7956, kb_relative_information_score: 0.8213, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.18, weighted_recall: 0.816, number_of_instances: 2000, precision: 0.8183, predictive_accuracy: 0.816, prior_entropy: 3.3219, relative_absolute_error: 0.2456, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.5449, unweighted_recall: 0.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.8163, kappa: 0.7956, kb_relative_information_score: 0.8313, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.18, weighted_recall: 0.816, number_of_instances: 2000, precision: 0.8174, predictive_accuracy: 0.816, prior_entropy: 3.3219, relative_absolute_error: 0.2381, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.5241, unweighted_recall: 0.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.8006, kappa: 0.7761, kb_relative_information_score: 0.811, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.18, weighted_recall: 0.7985, number_of_instances: 2000, precision: 0.8033, predictive_accuracy: 0.7985, prior_entropy: 3.3219, relative_absolute_error: 0.2492, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.5673, unweighted_recall: 0.7985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.8136, kappa: 0.7922, kb_relative_information_score: 0.822, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.18, weighted_recall: 0.813, number_of_instances: 2000, precision: 0.8149, predictive_accuracy: 0.813, prior_entropy: 3.3219, relative_absolute_error: 0.2575, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.5286, unweighted_recall: 0.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.8237, kappa: 0.8039, kb_relative_information_score: 0.8275, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.18, weighted_recall: 0.8235, number_of_instances: 2000, precision: 0.8244, predictive_accuracy: 0.8235, prior_entropy: 3.3219, relative_absolute_error: 0.2609, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1532, root_relative_squared_error: 0.5108, unweighted_recall: 0.8235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.8057, kappa: 0.7822, kb_relative_information_score: 0.8049, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.18, weighted_recall: 0.804, number_of_instances: 2000, precision: 0.8082, predictive_accuracy: 0.804, prior_entropy: 3.3219, relative_absolute_error: 0.2418, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.5914, unweighted_recall: 0.804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.877, f_measure: 0.6943, kappa: 0.6583, kb_relative_information_score: 0.6937, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.18, weighted_recall: 0.6925, number_of_instances: 2000, precision: 0.7017, predictive_accuracy: 0.6925, prior_entropy: 3.3219, relative_absolute_error: 0.3669, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.7558, unweighted_recall: 0.6925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.8049, kappa: 0.7822, kb_relative_information_score: 0.8169, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.18, weighted_recall: 0.804, number_of_instances: 2000, precision: 0.8064, predictive_accuracy: 0.804, prior_entropy: 3.3219, relative_absolute_error: 0.2641, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.5381, unweighted_recall: 0.804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.8168, kappa: 0.7956, kb_relative_information_score: 0.8321, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.18, weighted_recall: 0.816, number_of_instances: 2000, precision: 0.8181, predictive_accuracy: 0.816, prior_entropy: 3.3219, relative_absolute_error: 0.2266, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1615, root_relative_squared_error: 0.5382, unweighted_recall: 0.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.8134, kappa: 0.7911, kb_relative_information_score: 0.8043, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.18, weighted_recall: 0.812, number_of_instances: 2000, precision: 0.8157, predictive_accuracy: 0.812, prior_entropy: 3.3219, relative_absolute_error: 0.2914, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.5329, unweighted_recall: 0.812,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.8144, kappa: 0.7917, kb_relative_information_score: 0.8223, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.18, weighted_recall: 0.8125, number_of_instances: 2000, precision: 0.817, predictive_accuracy: 0.8125, prior_entropy: 3.3219, relative_absolute_error: 0.2376, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1642, root_relative_squared_error: 0.5474, unweighted_recall: 0.8125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.804, kappa: 0.7822, kb_relative_information_score: 0.8123, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.18, weighted_recall: 0.804, number_of_instances: 2000, precision: 0.8044, predictive_accuracy: 0.804, prior_entropy: 3.3219, relative_absolute_error: 0.2428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1716, root_relative_squared_error: 0.5719, unweighted_recall: 0.804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.8102, kappa: 0.7867, kb_relative_information_score: 0.8117, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.18, weighted_recall: 0.808, number_of_instances: 2000, precision: 0.8141, predictive_accuracy: 0.808, prior_entropy: 3.3219, relative_absolute_error: 0.2532, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1676, root_relative_squared_error: 0.5588, unweighted_recall: 0.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.82, kappa: 0.7978, kb_relative_information_score: 0.8234, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.18, weighted_recall: 0.818, number_of_instances: 2000, precision: 0.8231, predictive_accuracy: 0.818, prior_entropy: 3.3219, relative_absolute_error: 0.252, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1591, root_relative_squared_error: 0.5302, unweighted_recall: 0.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.6521, kappa: 0.6111, kb_relative_information_score: 0.6575, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.18, weighted_recall: 0.65, number_of_instances: 2000, precision: 0.6891, predictive_accuracy: 0.65, prior_entropy: 3.3219, relative_absolute_error: 0.4295, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.7764, unweighted_recall: 0.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.8075, kappa: 0.7856, kb_relative_information_score: 0.8134, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.18, weighted_recall: 0.807, number_of_instances: 2000, precision: 0.8085, predictive_accuracy: 0.807, prior_entropy: 3.3219, relative_absolute_error: 0.2709, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.5394, unweighted_recall: 0.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.8042, kappa: 0.7817, kb_relative_information_score: 0.8137, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.18, weighted_recall: 0.8035, number_of_instances: 2000, precision: 0.8055, predictive_accuracy: 0.8035, prior_entropy: 3.3219, relative_absolute_error: 0.2472, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.5606, unweighted_recall: 0.8035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.8156, kappa: 0.7933, kb_relative_information_score: 0.8219, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.18, weighted_recall: 0.814, number_of_instances: 2000, precision: 0.8181, predictive_accuracy: 0.814, prior_entropy: 3.3219, relative_absolute_error: 0.2372, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1651, root_relative_squared_error: 0.5502, unweighted_recall: 0.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.8009, kappa: 0.7756, kb_relative_information_score: 0.8068, mean_absolute_error: 0.0436, mean_prior_absolute_error: 0.18, weighted_recall: 0.798, number_of_instances: 2000, precision: 0.8048, predictive_accuracy: 0.798, prior_entropy: 3.3219, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.5872, unweighted_recall: 0.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.7805, kappa: 0.7544, kb_relative_information_score: 0.7764, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.18, weighted_recall: 0.779, number_of_instances: 2000, precision: 0.7827, predictive_accuracy: 0.779, prior_entropy: 3.3219, relative_absolute_error: 0.3071, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.5813, unweighted_recall: 0.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.694, kappa: 0.6633, kb_relative_information_score: 0.7036, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.18, weighted_recall: 0.697, number_of_instances: 2000, precision: 0.6999, predictive_accuracy: 0.697, prior_entropy: 3.3219, relative_absolute_error: 0.364, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.7403, unweighted_recall: 0.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.8293, kappa: 0.81, kb_relative_information_score: 0.832, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.18, weighted_recall: 0.829, number_of_instances: 2000, precision: 0.8303, predictive_accuracy: 0.829, prior_entropy: 3.3219, relative_absolute_error: 0.2467, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1539, root_relative_squared_error: 0.513, unweighted_recall: 0.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.8122, kappa: 0.7917, kb_relative_information_score: 0.8215, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.18, weighted_recall: 0.8125, number_of_instances: 2000, precision: 0.8131, predictive_accuracy: 0.8125, prior_entropy: 3.3219, relative_absolute_error: 0.2451, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.163, root_relative_squared_error: 0.5432, unweighted_recall: 0.8125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, f_measure: 0.8092, kappa: 0.7856, kb_relative_information_score: 0.813, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.18, weighted_recall: 0.807, number_of_instances: 2000, precision: 0.8127, predictive_accuracy: 0.807, prior_entropy: 3.3219, relative_absolute_error: 0.2473, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.5628, unweighted_recall: 0.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9103, f_measure: 0.5725, kappa: 0.5289, kb_relative_information_score: 0.5848, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.18, weighted_recall: 0.576, number_of_instances: 2000, precision: 0.6005, predictive_accuracy: 0.576, prior_entropy: 3.3219, relative_absolute_error: 0.5321, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2481, root_relative_squared_error: 0.8271, unweighted_recall: 0.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.8356, kappa: 0.8156, kb_relative_information_score: 0.8347, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.18, weighted_recall: 0.834, number_of_instances: 2000, precision: 0.8378, predictive_accuracy: 0.834, prior_entropy: 3.3219, relative_absolute_error: 0.2267, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.156, root_relative_squared_error: 0.5201, unweighted_recall: 0.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.8192, kappa: 0.7989, kb_relative_information_score: 0.8341, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.18, weighted_recall: 0.819, number_of_instances: 2000, precision: 0.8204, predictive_accuracy: 0.819, prior_entropy: 3.3219, relative_absolute_error: 0.235, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1563, root_relative_squared_error: 0.521, unweighted_recall: 0.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5983, f_measure: 0.3547, kappa: 0.2867, kb_relative_information_score: 0.3382, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.18, weighted_recall: 0.358, number_of_instances: 2000, precision: 0.3681, predictive_accuracy: 0.358, prior_entropy: 3.3219, relative_absolute_error: 0.7151, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3525, root_relative_squared_error: 1.175, unweighted_recall: 0.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.8319, kappa: 0.8122, kb_relative_information_score: 0.8106, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.18, weighted_recall: 0.831, number_of_instances: 2000, precision: 0.8333, predictive_accuracy: 0.831, prior_entropy: 3.3219, relative_absolute_error: 0.2916, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1538, root_relative_squared_error: 0.5126, unweighted_recall: 0.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.8183, kappa: 0.7978, kb_relative_information_score: 0.8281, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.18, weighted_recall: 0.818, number_of_instances: 2000, precision: 0.819, predictive_accuracy: 0.818, prior_entropy: 3.3219, relative_absolute_error: 0.2442, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.5283, unweighted_recall: 0.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.7454, kappa: 0.7139, kb_relative_information_score: 0.7449, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.18, weighted_recall: 0.7425, number_of_instances: 2000, precision: 0.7492, predictive_accuracy: 0.7425, prior_entropy: 3.3219, relative_absolute_error: 0.3124, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2016, root_relative_squared_error: 0.672, unweighted_recall: 0.7425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9328, f_measure: 0.7422, kappa: 0.7106, kb_relative_information_score: 0.7423, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.18, weighted_recall: 0.7395, number_of_instances: 2000, precision: 0.7462, predictive_accuracy: 0.7395, prior_entropy: 3.3219, relative_absolute_error: 0.3172, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2009, root_relative_squared_error: 0.6696, unweighted_recall: 0.7395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.8172, kappa: 0.7972, kb_relative_information_score: 0.8237, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.18, weighted_recall: 0.8175, number_of_instances: 2000, precision: 0.8178, predictive_accuracy: 0.8175, prior_entropy: 3.3219, relative_absolute_error: 0.2425, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.5392, unweighted_recall: 0.8175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.8248, kappa: 0.805, kb_relative_information_score: 0.8313, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.18, weighted_recall: 0.8245, number_of_instances: 2000, precision: 0.8261, predictive_accuracy: 0.8245, prior_entropy: 3.3219, relative_absolute_error: 0.2525, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1524, root_relative_squared_error: 0.5081, unweighted_recall: 0.8245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.8254, kappa: 0.8039, kb_relative_information_score: 0.8329, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.18, weighted_recall: 0.8235, number_of_instances: 2000, precision: 0.8282, predictive_accuracy: 0.8235, prior_entropy: 3.3219, relative_absolute_error: 0.2361, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.5203, unweighted_recall: 0.8235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.8217, kappa: 0.8011, kb_relative_information_score: 0.8317, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.18, weighted_recall: 0.821, number_of_instances: 2000, precision: 0.8231, predictive_accuracy: 0.821, prior_entropy: 3.3219, relative_absolute_error: 0.2337, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.5287, unweighted_recall: 0.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9016, f_measure: 0.7213, kappa: 0.6883, kb_relative_information_score: 0.7251, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.18, weighted_recall: 0.7195, number_of_instances: 2000, precision: 0.7253, predictive_accuracy: 0.7195, prior_entropy: 3.3219, relative_absolute_error: 0.3205, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.721, unweighted_recall: 0.7195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.7989, kappa: 0.7744, kb_relative_information_score: 0.7987, mean_absolute_error: 0.0492, mean_prior_absolute_error: 0.18, weighted_recall: 0.797, number_of_instances: 2000, precision: 0.8013, predictive_accuracy: 0.797, prior_entropy: 3.3219, relative_absolute_error: 0.2734, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.5674, unweighted_recall: 0.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.6293, kappa: 0.5906, kb_relative_information_score: 0.6289, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.18, weighted_recall: 0.6315, number_of_instances: 2000, precision: 0.6551, predictive_accuracy: 0.6315, prior_entropy: 3.3219, relative_absolute_error: 0.4706, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2395, root_relative_squared_error: 0.7984, unweighted_recall: 0.6315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.8235, kappa: 0.8033, kb_relative_information_score: 0.8275, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.18, weighted_recall: 0.823, number_of_instances: 2000, precision: 0.825, predictive_accuracy: 0.823, prior_entropy: 3.3219, relative_absolute_error: 0.2451, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.5253, unweighted_recall: 0.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.7888, kappa: 0.7633, kb_relative_information_score: 0.7878, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.18, weighted_recall: 0.787, number_of_instances: 2000, precision: 0.7916, predictive_accuracy: 0.787, prior_entropy: 3.3219, relative_absolute_error: 0.2743, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.6013, unweighted_recall: 0.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.8175, kappa: 0.7967, kb_relative_information_score: 0.8244, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.18, weighted_recall: 0.817, number_of_instances: 2000, precision: 0.8187, predictive_accuracy: 0.817, prior_entropy: 3.3219, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.5435, unweighted_recall: 0.817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.8149, kappa: 0.7944, kb_relative_information_score: 0.8183, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.18, weighted_recall: 0.815, number_of_instances: 2000, precision: 0.8165, predictive_accuracy: 0.815, prior_entropy: 3.3219, relative_absolute_error: 0.2624, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.5341, unweighted_recall: 0.815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.8116, kappa: 0.79, kb_relative_information_score: 0.816, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.18, weighted_recall: 0.811, number_of_instances: 2000, precision: 0.8128, predictive_accuracy: 0.811, prior_entropy: 3.3219, relative_absolute_error: 0.2572, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.161, root_relative_squared_error: 0.5368, unweighted_recall: 0.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.8164, kappa: 0.7956, kb_relative_information_score: 0.8215, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.18, weighted_recall: 0.816, number_of_instances: 2000, precision: 0.8176, predictive_accuracy: 0.816, prior_entropy: 3.3219, relative_absolute_error: 0.2379, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.166, root_relative_squared_error: 0.5534, unweighted_recall: 0.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.8279, kappa: 0.8083, kb_relative_information_score: 0.8356, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.18, weighted_recall: 0.8275, number_of_instances: 2000, precision: 0.8294, predictive_accuracy: 0.8275, prior_entropy: 3.3219, relative_absolute_error: 0.2226, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.5307, unweighted_recall: 0.8275,

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

OpenML APIs