Task
Supervised Classification on qsar-biodeg

Supervised Classification on qsar-biodeg

Task 9957 Supervised Classification qsar-biodeg 149821 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_7 study_98 study_99
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149821 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.8271, kappa: 0.6093, kb_relative_information_score: 0.4786, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8294, number_of_instances: 1055, precision: 0.8268, predictive_accuracy: 0.8294, prior_entropy: 0.9223, relative_absolute_error: 0.5369, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3384, root_relative_squared_error: 0.7156, unweighted_recall: 0.7975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8375, kappa: 0.6358, kb_relative_information_score: 0.5519, mean_absolute_error: 0.2031, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8379, number_of_instances: 1055, precision: 0.8372, predictive_accuracy: 0.8379, prior_entropy: 0.9223, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.7195, unweighted_recall: 0.8163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.8529, kappa: 0.669, kb_relative_information_score: 0.5868, mean_absolute_error: 0.187, mean_prior_absolute_error: 0.4472, weighted_recall: 0.854, number_of_instances: 1055, precision: 0.8525, predictive_accuracy: 0.854, prior_entropy: 0.9223, relative_absolute_error: 0.418, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.6865, unweighted_recall: 0.8299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8335, kappa: 0.6262, kb_relative_information_score: 0.513, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8341, number_of_instances: 1055, precision: 0.833, predictive_accuracy: 0.8341, prior_entropy: 0.9223, relative_absolute_error: 0.4928, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.7406, unweighted_recall: 0.8107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9019, f_measure: 0.8327, kappa: 0.6231, kb_relative_information_score: 0.5174, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8341, number_of_instances: 1055, precision: 0.8321, predictive_accuracy: 0.8341, prior_entropy: 0.9223, relative_absolute_error: 0.4925, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3382, root_relative_squared_error: 0.7153, unweighted_recall: 0.8066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.847, kappa: 0.6536, kb_relative_information_score: 0.5632, mean_absolute_error: 0.1994, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8493, number_of_instances: 1055, precision: 0.8473, predictive_accuracy: 0.8493, prior_entropy: 0.9223, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.326, root_relative_squared_error: 0.6894, unweighted_recall: 0.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.8323, kappa: 0.6233, kb_relative_information_score: 0.5355, mean_absolute_error: 0.2089, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8332, number_of_instances: 1055, precision: 0.8318, predictive_accuracy: 0.8332, prior_entropy: 0.9223, relative_absolute_error: 0.4672, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3486, root_relative_squared_error: 0.7372, unweighted_recall: 0.8086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.844, kappa: 0.6499, kb_relative_information_score: 0.578, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8445, number_of_instances: 1055, precision: 0.8436, predictive_accuracy: 0.8445, prior_entropy: 0.9223, relative_absolute_error: 0.4247, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.7049, unweighted_recall: 0.8227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9151, f_measure: 0.8424, kappa: 0.6451, kb_relative_information_score: 0.5256, mean_absolute_error: 0.2173, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8436, number_of_instances: 1055, precision: 0.8419, predictive_accuracy: 0.8436, prior_entropy: 0.9223, relative_absolute_error: 0.486, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3286, root_relative_squared_error: 0.695, unweighted_recall: 0.8179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.8518, kappa: 0.6661, kb_relative_information_score: 0.5589, mean_absolute_error: 0.2014, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8531, number_of_instances: 1055, precision: 0.8514, predictive_accuracy: 0.8531, prior_entropy: 0.9223, relative_absolute_error: 0.4503, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.6859, unweighted_recall: 0.8278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.924, f_measure: 0.8623, kappa: 0.6896, kb_relative_information_score: 0.5447, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8635, number_of_instances: 1055, precision: 0.862, predictive_accuracy: 0.8635, prior_entropy: 0.9223, relative_absolute_error: 0.4733, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.318, root_relative_squared_error: 0.6725, unweighted_recall: 0.8391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.8228, kappa: 0.5989, kb_relative_information_score: 0.4901, mean_absolute_error: 0.2329, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8256, number_of_instances: 1055, precision: 0.8227, predictive_accuracy: 0.8256, prior_entropy: 0.9223, relative_absolute_error: 0.5207, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3462, root_relative_squared_error: 0.7321, unweighted_recall: 0.7912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9045, f_measure: 0.8388, kappa: 0.6358, kb_relative_information_score: 0.4875, mean_absolute_error: 0.2376, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8408, number_of_instances: 1055, precision: 0.8385, predictive_accuracy: 0.8408, prior_entropy: 0.9223, relative_absolute_error: 0.5312, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.7098, unweighted_recall: 0.8109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.8268, kappa: 0.6082, kb_relative_information_score: 0.4959, mean_absolute_error: 0.2329, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8294, number_of_instances: 1055, precision: 0.8267, predictive_accuracy: 0.8294, prior_entropy: 0.9223, relative_absolute_error: 0.5207, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3324, root_relative_squared_error: 0.7029, unweighted_recall: 0.7961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.8332, kappa: 0.6252, kb_relative_information_score: 0.5535, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8341, number_of_instances: 1055, precision: 0.8327, predictive_accuracy: 0.8341, prior_entropy: 0.9223, relative_absolute_error: 0.447, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3447, root_relative_squared_error: 0.729, unweighted_recall: 0.8093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.8395, kappa: 0.6372, kb_relative_information_score: 0.5275, mean_absolute_error: 0.217, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8417, number_of_instances: 1055, precision: 0.8395, predictive_accuracy: 0.8417, prior_entropy: 0.9223, relative_absolute_error: 0.4851, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.7134, unweighted_recall: 0.8109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.843, kappa: 0.646, kb_relative_information_score: 0.5115, mean_absolute_error: 0.226, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8445, number_of_instances: 1055, precision: 0.8426, predictive_accuracy: 0.8445, prior_entropy: 0.9223, relative_absolute_error: 0.5052, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.329, root_relative_squared_error: 0.6959, unweighted_recall: 0.8172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9023, f_measure: 0.8461, kappa: 0.6552, kb_relative_information_score: 0.5604, mean_absolute_error: 0.1988, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8464, number_of_instances: 1055, precision: 0.8459, predictive_accuracy: 0.8464, prior_entropy: 0.9223, relative_absolute_error: 0.4445, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3385, root_relative_squared_error: 0.7158, unweighted_recall: 0.8262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.8448, kappa: 0.6533, kb_relative_information_score: 0.5473, mean_absolute_error: 0.2063, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8445, number_of_instances: 1055, precision: 0.845, predictive_accuracy: 0.8445, prior_entropy: 0.9223, relative_absolute_error: 0.4612, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.7361, unweighted_recall: 0.8276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9126, f_measure: 0.8574, kappa: 0.6786, kb_relative_information_score: 0.5753, mean_absolute_error: 0.1947, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8588, number_of_instances: 1055, precision: 0.8572, predictive_accuracy: 0.8588, prior_entropy: 0.9223, relative_absolute_error: 0.4354, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.6859, unweighted_recall: 0.8335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.8368, kappa: 0.6327, kb_relative_information_score: 0.5669, mean_absolute_error: 0.1928, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8379, number_of_instances: 1055, precision: 0.8362, predictive_accuracy: 0.8379, prior_entropy: 0.9223, relative_absolute_error: 0.4311, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3432, root_relative_squared_error: 0.7258, unweighted_recall: 0.8122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.8379, kappa: 0.6356, kb_relative_information_score: 0.5332, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8389, number_of_instances: 1055, precision: 0.8374, predictive_accuracy: 0.8389, prior_entropy: 0.9223, relative_absolute_error: 0.4763, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.335, root_relative_squared_error: 0.7084, unweighted_recall: 0.8143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8988, f_measure: 0.8285, kappa: 0.6147, kb_relative_information_score: 0.5144, mean_absolute_error: 0.2207, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8294, number_of_instances: 1055, precision: 0.828, predictive_accuracy: 0.8294, prior_entropy: 0.9223, relative_absolute_error: 0.4935, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.7219, unweighted_recall: 0.8044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8594, kappa: 0.6829, kb_relative_information_score: 0.5562, mean_absolute_error: 0.2027, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8607, number_of_instances: 1055, precision: 0.8591, predictive_accuracy: 0.8607, prior_entropy: 0.9223, relative_absolute_error: 0.4532, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.6848, unweighted_recall: 0.8356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.8428, kappa: 0.6439, kb_relative_information_score: 0.4236, mean_absolute_error: 0.2743, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8455, number_of_instances: 1055, precision: 0.8433, predictive_accuracy: 0.8455, prior_entropy: 0.9223, relative_absolute_error: 0.6132, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3403, root_relative_squared_error: 0.7197, unweighted_recall: 0.8124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.892, f_measure: 0.8332, kappa: 0.6234, kb_relative_information_score: 0.5002, mean_absolute_error: 0.2268, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8351, number_of_instances: 1055, precision: 0.8328, predictive_accuracy: 0.8351, prior_entropy: 0.9223, relative_absolute_error: 0.507, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3511, root_relative_squared_error: 0.7426, unweighted_recall: 0.8052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.8183, kappa: 0.5941, kb_relative_information_score: 0.5096, mean_absolute_error: 0.2199, mean_prior_absolute_error: 0.4472, weighted_recall: 0.818, number_of_instances: 1055, precision: 0.8185, predictive_accuracy: 0.818, prior_entropy: 0.9223, relative_absolute_error: 0.4917, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3467, root_relative_squared_error: 0.7331, unweighted_recall: 0.7979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.8678, kappa: 0.7035, kb_relative_information_score: 0.6116, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8682, number_of_instances: 1055, precision: 0.8675, predictive_accuracy: 0.8682, prior_entropy: 0.9223, relative_absolute_error: 0.3956, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3169, root_relative_squared_error: 0.6702, unweighted_recall: 0.8496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.852, kappa: 0.6689, kb_relative_information_score: 0.5583, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8521, number_of_instances: 1055, precision: 0.8519, predictive_accuracy: 0.8521, prior_entropy: 0.9223, relative_absolute_error: 0.447, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.7041, unweighted_recall: 0.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.8624, kappa: 0.69, kb_relative_information_score: 0.5731, mean_absolute_error: 0.1978, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8635, number_of_instances: 1055, precision: 0.8621, predictive_accuracy: 0.8635, prior_entropy: 0.9223, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3153, root_relative_squared_error: 0.6668, unweighted_recall: 0.8398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.8713, kappa: 0.7108, kb_relative_information_score: 0.5987, mean_absolute_error: 0.1842, mean_prior_absolute_error: 0.4472, weighted_recall: 0.872, number_of_instances: 1055, precision: 0.871, predictive_accuracy: 0.872, prior_entropy: 0.9223, relative_absolute_error: 0.4118, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3171, root_relative_squared_error: 0.6706, unweighted_recall: 0.8517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.8567, kappa: 0.6771, kb_relative_information_score: 0.5686, mean_absolute_error: 0.1981, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8578, number_of_instances: 1055, precision: 0.8563, predictive_accuracy: 0.8578, prior_entropy: 0.9223, relative_absolute_error: 0.4429, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3205, root_relative_squared_error: 0.6778, unweighted_recall: 0.8334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9139, f_measure: 0.8574, kappa: 0.6786, kb_relative_information_score: 0.5544, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8588, number_of_instances: 1055, precision: 0.8572, predictive_accuracy: 0.8588, prior_entropy: 0.9223, relative_absolute_error: 0.4578, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.325, root_relative_squared_error: 0.6873, unweighted_recall: 0.8335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8983, f_measure: 0.8381, kappa: 0.6383, kb_relative_information_score: 0.5779, mean_absolute_error: 0.1878, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8379, number_of_instances: 1055, precision: 0.8383, predictive_accuracy: 0.8379, prior_entropy: 0.9223, relative_absolute_error: 0.42, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3484, root_relative_squared_error: 0.7369, unweighted_recall: 0.8198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9167, f_measure: 0.8627, kappa: 0.6898, kb_relative_information_score: 0.5593, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8645, number_of_instances: 1055, precision: 0.8629, predictive_accuracy: 0.8645, prior_entropy: 0.9223, relative_absolute_error: 0.457, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.6756, unweighted_recall: 0.8371,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, f_measure: 0.8593, kappa: 0.6845, kb_relative_information_score: 0.6166, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8597, number_of_instances: 1055, precision: 0.859, predictive_accuracy: 0.8597, prior_entropy: 0.9223, relative_absolute_error: 0.3842, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3312, root_relative_squared_error: 0.7004, unweighted_recall: 0.8404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.8392, kappa: 0.639, kb_relative_information_score: 0.5844, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8398, number_of_instances: 1055, precision: 0.8387, predictive_accuracy: 0.8398, prior_entropy: 0.9223, relative_absolute_error: 0.4112, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3461, root_relative_squared_error: 0.732, unweighted_recall: 0.8171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9173, f_measure: 0.8685, kappa: 0.7046, kb_relative_information_score: 0.5843, mean_absolute_error: 0.1916, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8692, number_of_instances: 1055, precision: 0.8682, predictive_accuracy: 0.8692, prior_entropy: 0.9223, relative_absolute_error: 0.4284, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3185, root_relative_squared_error: 0.6735, unweighted_recall: 0.8489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.8351, kappa: 0.6312, kb_relative_information_score: 0.5393, mean_absolute_error: 0.2079, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8351, number_of_instances: 1055, precision: 0.8351, predictive_accuracy: 0.8351, prior_entropy: 0.9223, relative_absolute_error: 0.4648, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3397, root_relative_squared_error: 0.7185, unweighted_recall: 0.8156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.8528, kappa: 0.6685, kb_relative_information_score: 0.5332, mean_absolute_error: 0.2143, mean_prior_absolute_error: 0.4472, weighted_recall: 0.854, number_of_instances: 1055, precision: 0.8525, predictive_accuracy: 0.854, prior_entropy: 0.9223, relative_absolute_error: 0.4791, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3321, root_relative_squared_error: 0.7023, unweighted_recall: 0.8292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.8283, kappa: 0.6123, kb_relative_information_score: 0.4828, mean_absolute_error: 0.2388, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8303, number_of_instances: 1055, precision: 0.8279, predictive_accuracy: 0.8303, prior_entropy: 0.9223, relative_absolute_error: 0.5339, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3373, root_relative_squared_error: 0.7133, unweighted_recall: 0.7996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9102, f_measure: 0.8549, kappa: 0.6733, kb_relative_information_score: 0.5614, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8559, number_of_instances: 1055, precision: 0.8545, predictive_accuracy: 0.8559, prior_entropy: 0.9223, relative_absolute_error: 0.4495, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.6902, unweighted_recall: 0.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.8444, kappa: 0.6519, kb_relative_information_score: 0.5792, mean_absolute_error: 0.1867, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8445, number_of_instances: 1055, precision: 0.8443, predictive_accuracy: 0.8445, prior_entropy: 0.9223, relative_absolute_error: 0.4174, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3453, root_relative_squared_error: 0.7302, unweighted_recall: 0.8255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.8551, kappa: 0.6763, kb_relative_information_score: 0.5949, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.4472, weighted_recall: 0.855, number_of_instances: 1055, precision: 0.8553, predictive_accuracy: 0.855, prior_entropy: 0.9223, relative_absolute_error: 0.4042, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3418, root_relative_squared_error: 0.7229, unweighted_recall: 0.8389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8311, kappa: 0.6198, kb_relative_information_score: 0.4861, mean_absolute_error: 0.2365, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8322, number_of_instances: 1055, precision: 0.8305, predictive_accuracy: 0.8322, prior_entropy: 0.9223, relative_absolute_error: 0.5288, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3415, root_relative_squared_error: 0.7223, unweighted_recall: 0.8059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.8481, kappa: 0.6599, kb_relative_information_score: 0.6014, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8483, number_of_instances: 1055, precision: 0.8479, predictive_accuracy: 0.8483, prior_entropy: 0.9223, relative_absolute_error: 0.3975, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3352, root_relative_squared_error: 0.7089, unweighted_recall: 0.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9037, f_measure: 0.8422, kappa: 0.643, kb_relative_information_score: 0.5234, mean_absolute_error: 0.2181, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8445, number_of_instances: 1055, precision: 0.8424, predictive_accuracy: 0.8445, prior_entropy: 0.9223, relative_absolute_error: 0.4876, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3351, root_relative_squared_error: 0.7088, unweighted_recall: 0.8131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.8335, kappa: 0.6244, kb_relative_information_score: 0.5051, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8351, number_of_instances: 1055, precision: 0.8329, predictive_accuracy: 0.8351, prior_entropy: 0.9223, relative_absolute_error: 0.506, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3424, root_relative_squared_error: 0.724, unweighted_recall: 0.8066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, f_measure: 0.8305, kappa: 0.6177, kb_relative_information_score: 0.5051, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8322, number_of_instances: 1055, precision: 0.83, predictive_accuracy: 0.8322, prior_entropy: 0.9223, relative_absolute_error: 0.504, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3419, root_relative_squared_error: 0.723, unweighted_recall: 0.8031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9048, f_measure: 0.8387, kappa: 0.637, kb_relative_information_score: 0.543, mean_absolute_error: 0.2087, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8398, number_of_instances: 1055, precision: 0.8382, predictive_accuracy: 0.8398, prior_entropy: 0.9223, relative_absolute_error: 0.4666, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3355, root_relative_squared_error: 0.7096, unweighted_recall: 0.8143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.8513, kappa: 0.6656, kb_relative_information_score: 0.5459, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8521, number_of_instances: 1055, precision: 0.8508, predictive_accuracy: 0.8521, prior_entropy: 0.9223, relative_absolute_error: 0.4633, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.6988, unweighted_recall: 0.8291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8352, kappa: 0.63, kb_relative_information_score: 0.5369, mean_absolute_error: 0.2074, mean_prior_absolute_error: 0.4472, weighted_recall: 0.836, number_of_instances: 1055, precision: 0.8348, predictive_accuracy: 0.836, prior_entropy: 0.9223, relative_absolute_error: 0.4636, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3458, root_relative_squared_error: 0.7313, unweighted_recall: 0.8122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9157, f_measure: 0.8588, kappa: 0.6823, kb_relative_information_score: 0.558, mean_absolute_error: 0.2031, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8597, number_of_instances: 1055, precision: 0.8584, predictive_accuracy: 0.8597, prior_entropy: 0.9223, relative_absolute_error: 0.454, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3213, root_relative_squared_error: 0.6795, unweighted_recall: 0.8369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.8317, kappa: 0.6206, kb_relative_information_score: 0.5117, mean_absolute_error: 0.223, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8332, number_of_instances: 1055, precision: 0.8311, predictive_accuracy: 0.8332, prior_entropy: 0.9223, relative_absolute_error: 0.4985, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3398, root_relative_squared_error: 0.7186, unweighted_recall: 0.8052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.8218, kappa: 0.5964, kb_relative_information_score: 0.4494, mean_absolute_error: 0.2545, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8246, number_of_instances: 1055, precision: 0.8217, predictive_accuracy: 0.8246, prior_entropy: 0.9223, relative_absolute_error: 0.5691, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.347, root_relative_squared_error: 0.7339, unweighted_recall: 0.7898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.8491, kappa: 0.6604, kb_relative_information_score: 0.594, mean_absolute_error: 0.1831, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8502, number_of_instances: 1055, precision: 0.8487, predictive_accuracy: 0.8502, prior_entropy: 0.9223, relative_absolute_error: 0.4093, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3253, root_relative_squared_error: 0.6881, unweighted_recall: 0.8256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9257, f_measure: 0.8754, kappa: 0.7206, kb_relative_information_score: 0.6133, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8758, number_of_instances: 1055, precision: 0.8752, predictive_accuracy: 0.8758, prior_entropy: 0.9223, relative_absolute_error: 0.3971, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.6473, unweighted_recall: 0.8581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.8531, kappa: 0.6681, kb_relative_information_score: 0.5424, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.4472, weighted_recall: 0.855, number_of_instances: 1055, precision: 0.8531, predictive_accuracy: 0.855, prior_entropy: 0.9223, relative_absolute_error: 0.4694, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3277, root_relative_squared_error: 0.693, unweighted_recall: 0.8265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.8345, kappa: 0.6268, kb_relative_information_score: 0.5112, mean_absolute_error: 0.225, mean_prior_absolute_error: 0.4472, weighted_recall: 0.836, number_of_instances: 1055, precision: 0.834, predictive_accuracy: 0.836, prior_entropy: 0.9223, relative_absolute_error: 0.503, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3315, root_relative_squared_error: 0.7011, unweighted_recall: 0.808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8893, f_measure: 0.8187, kappa: 0.5906, kb_relative_information_score: 0.5007, mean_absolute_error: 0.2251, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8209, number_of_instances: 1055, precision: 0.8181, predictive_accuracy: 0.8209, prior_entropy: 0.9223, relative_absolute_error: 0.5033, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7457, unweighted_recall: 0.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.8524, kappa: 0.6685, kb_relative_information_score: 0.5758, mean_absolute_error: 0.1936, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8531, number_of_instances: 1055, precision: 0.852, predictive_accuracy: 0.8531, prior_entropy: 0.9223, relative_absolute_error: 0.4328, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.6786, unweighted_recall: 0.8312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8778, f_measure: 0.8122, kappa: 0.5735, kb_relative_information_score: 0.4541, mean_absolute_error: 0.25, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8161, number_of_instances: 1055, precision: 0.8127, predictive_accuracy: 0.8161, prior_entropy: 0.9223, relative_absolute_error: 0.559, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3582, root_relative_squared_error: 0.7576, unweighted_recall: 0.7765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.8344, kappa: 0.6281, kb_relative_information_score: 0.5547, mean_absolute_error: 0.1993, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8351, number_of_instances: 1055, precision: 0.8339, predictive_accuracy: 0.8351, prior_entropy: 0.9223, relative_absolute_error: 0.4456, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3476, root_relative_squared_error: 0.7352, unweighted_recall: 0.8114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.8404, kappa: 0.6424, kb_relative_information_score: 0.585, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8408, number_of_instances: 1055, precision: 0.8401, predictive_accuracy: 0.8408, prior_entropy: 0.9223, relative_absolute_error: 0.4101, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3461, root_relative_squared_error: 0.7321, unweighted_recall: 0.8199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.8283, kappa: 0.6136, kb_relative_information_score: 0.5061, mean_absolute_error: 0.225, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8294, number_of_instances: 1055, precision: 0.8277, predictive_accuracy: 0.8294, prior_entropy: 0.9223, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3453, root_relative_squared_error: 0.7303, unweighted_recall: 0.803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9046, f_measure: 0.8393, kappa: 0.6379, kb_relative_information_score: 0.5489, mean_absolute_error: 0.2046, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8408, number_of_instances: 1055, precision: 0.8388, predictive_accuracy: 0.8408, prior_entropy: 0.9223, relative_absolute_error: 0.4574, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3365, root_relative_squared_error: 0.7116, unweighted_recall: 0.8137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.8445, kappa: 0.6504, kb_relative_information_score: 0.5529, mean_absolute_error: 0.2012, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8455, number_of_instances: 1055, precision: 0.8441, predictive_accuracy: 0.8455, prior_entropy: 0.9223, relative_absolute_error: 0.4498, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3374, root_relative_squared_error: 0.7135, unweighted_recall: 0.8214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8827, f_measure: 0.8483, kappa: 0.6608, kb_relative_information_score: 0.5209, mean_absolute_error: 0.2188, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8483, number_of_instances: 1055, precision: 0.8483, predictive_accuracy: 0.8483, prior_entropy: 0.9223, relative_absolute_error: 0.4892, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3522, root_relative_squared_error: 0.7448, unweighted_recall: 0.8304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9101, f_measure: 0.8484, kappa: 0.659, kb_relative_information_score: 0.5815, mean_absolute_error: 0.1896, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8493, number_of_instances: 1055, precision: 0.8479, predictive_accuracy: 0.8493, prior_entropy: 0.9223, relative_absolute_error: 0.424, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.6929, unweighted_recall: 0.8256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.8579, kappa: 0.6804, kb_relative_information_score: 0.5505, mean_absolute_error: 0.2079, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8588, number_of_instances: 1055, precision: 0.8575, predictive_accuracy: 0.8588, prior_entropy: 0.9223, relative_absolute_error: 0.4649, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.321, root_relative_squared_error: 0.6789, unweighted_recall: 0.8362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.8361, kappa: 0.6318, kb_relative_information_score: 0.5225, mean_absolute_error: 0.2168, mean_prior_absolute_error: 0.4472, weighted_recall: 0.837, number_of_instances: 1055, precision: 0.8356, predictive_accuracy: 0.837, prior_entropy: 0.9223, relative_absolute_error: 0.4848, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3431, root_relative_squared_error: 0.7256, unweighted_recall: 0.8129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.8307, kappa: 0.6201, kb_relative_information_score: 0.5006, mean_absolute_error: 0.2291, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8313, number_of_instances: 1055, precision: 0.8302, predictive_accuracy: 0.8313, prior_entropy: 0.9223, relative_absolute_error: 0.5123, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3387, root_relative_squared_error: 0.7162, unweighted_recall: 0.8079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.912, f_measure: 0.844, kappa: 0.6499, kb_relative_information_score: 0.5289, mean_absolute_error: 0.2157, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8445, number_of_instances: 1055, precision: 0.8436, predictive_accuracy: 0.8445, prior_entropy: 0.9223, relative_absolute_error: 0.4824, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3293, root_relative_squared_error: 0.6964, unweighted_recall: 0.8227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.8392, kappa: 0.639, kb_relative_information_score: 0.5565, mean_absolute_error: 0.1988, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8398, number_of_instances: 1055, precision: 0.8387, predictive_accuracy: 0.8398, prior_entropy: 0.9223, relative_absolute_error: 0.4445, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3368, root_relative_squared_error: 0.7123, unweighted_recall: 0.8171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.905, f_measure: 0.8416, kappa: 0.6437, kb_relative_information_score: 0.5611, mean_absolute_error: 0.1971, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8427, number_of_instances: 1055, precision: 0.8411, predictive_accuracy: 0.8427, prior_entropy: 0.9223, relative_absolute_error: 0.4407, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.7142, unweighted_recall: 0.8179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.8534, kappa: 0.6691, kb_relative_information_score: 0.5331, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.4472, weighted_recall: 0.855, number_of_instances: 1055, precision: 0.8532, predictive_accuracy: 0.855, prior_entropy: 0.9223, relative_absolute_error: 0.4806, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.6887, unweighted_recall: 0.8278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8536, kappa: 0.67, kb_relative_information_score: 0.5933, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.4472, weighted_recall: 0.855, number_of_instances: 1055, precision: 0.8533, predictive_accuracy: 0.855, prior_entropy: 0.9223, relative_absolute_error: 0.4048, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.343, root_relative_squared_error: 0.7253, unweighted_recall: 0.8292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8885, f_measure: 0.8195, kappa: 0.5935, kb_relative_information_score: 0.4829, mean_absolute_error: 0.2339, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8209, number_of_instances: 1055, precision: 0.8188, predictive_accuracy: 0.8209, prior_entropy: 0.9223, relative_absolute_error: 0.523, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3547, root_relative_squared_error: 0.7502, unweighted_recall: 0.7924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.8468, kappa: 0.6561, kb_relative_information_score: 0.5765, mean_absolute_error: 0.1914, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8474, number_of_instances: 1055, precision: 0.8464, predictive_accuracy: 0.8474, prior_entropy: 0.9223, relative_absolute_error: 0.4281, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3301, root_relative_squared_error: 0.6981, unweighted_recall: 0.8256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9107, f_measure: 0.8534, kappa: 0.6708, kb_relative_information_score: 0.6108, mean_absolute_error: 0.1724, mean_prior_absolute_error: 0.4472, weighted_recall: 0.854, number_of_instances: 1055, precision: 0.853, predictive_accuracy: 0.854, prior_entropy: 0.9223, relative_absolute_error: 0.3854, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3375, root_relative_squared_error: 0.7138, unweighted_recall: 0.8326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.8637, kappa: 0.6937, kb_relative_information_score: 0.592, mean_absolute_error: 0.1868, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8645, number_of_instances: 1055, precision: 0.8634, predictive_accuracy: 0.8645, prior_entropy: 0.9223, relative_absolute_error: 0.4176, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3182, root_relative_squared_error: 0.6729, unweighted_recall: 0.8433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8836, f_measure: 0.8245, kappa: 0.6036, kb_relative_information_score: 0.497, mean_absolute_error: 0.2266, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8265, number_of_instances: 1055, precision: 0.824, predictive_accuracy: 0.8265, prior_entropy: 0.9223, relative_absolute_error: 0.5066, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7569, unweighted_recall: 0.7954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.8581, kappa: 0.6813, kb_relative_information_score: 0.6057, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8588, number_of_instances: 1055, precision: 0.8577, predictive_accuracy: 0.8588, prior_entropy: 0.9223, relative_absolute_error: 0.3932, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.6973, unweighted_recall: 0.8376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.8521, kappa: 0.6671, kb_relative_information_score: 0.5682, mean_absolute_error: 0.1966, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8531, number_of_instances: 1055, precision: 0.8516, predictive_accuracy: 0.8531, prior_entropy: 0.9223, relative_absolute_error: 0.4396, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3293, root_relative_squared_error: 0.6963, unweighted_recall: 0.8292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.8402, kappa: 0.6414, kb_relative_information_score: 0.5746, mean_absolute_error: 0.1903, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8408, number_of_instances: 1055, precision: 0.8398, predictive_accuracy: 0.8408, prior_entropy: 0.9223, relative_absolute_error: 0.4254, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3366, root_relative_squared_error: 0.7118, unweighted_recall: 0.8185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.8437, kappa: 0.6505, kb_relative_information_score: 0.5864, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8436, number_of_instances: 1055, precision: 0.8437, predictive_accuracy: 0.8436, prior_entropy: 0.9223, relative_absolute_error: 0.4131, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3409, root_relative_squared_error: 0.721, unweighted_recall: 0.8255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.8425, kappa: 0.644, kb_relative_information_score: 0.5242, mean_absolute_error: 0.218, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8445, number_of_instances: 1055, precision: 0.8424, predictive_accuracy: 0.8445, prior_entropy: 0.9223, relative_absolute_error: 0.4873, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3338, root_relative_squared_error: 0.7059, unweighted_recall: 0.8145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9115, f_measure: 0.8407, kappa: 0.6402, kb_relative_information_score: 0.517, mean_absolute_error: 0.2232, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8427, number_of_instances: 1055, precision: 0.8405, predictive_accuracy: 0.8427, prior_entropy: 0.9223, relative_absolute_error: 0.499, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.329, root_relative_squared_error: 0.6958, unweighted_recall: 0.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.8558, kappa: 0.6752, kb_relative_information_score: 0.5628, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8569, number_of_instances: 1055, precision: 0.8554, predictive_accuracy: 0.8569, prior_entropy: 0.9223, relative_absolute_error: 0.4494, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.6891, unweighted_recall: 0.8327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.859, kappa: 0.6832, kb_relative_information_score: 0.6104, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8597, number_of_instances: 1055, precision: 0.8586, predictive_accuracy: 0.8597, prior_entropy: 0.9223, relative_absolute_error: 0.3913, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3218, root_relative_squared_error: 0.6805, unweighted_recall: 0.8383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9002, f_measure: 0.8503, kappa: 0.6619, kb_relative_information_score: 0.563, mean_absolute_error: 0.199, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8521, number_of_instances: 1055, precision: 0.8502, predictive_accuracy: 0.8521, prior_entropy: 0.9223, relative_absolute_error: 0.445, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3338, root_relative_squared_error: 0.7061, unweighted_recall: 0.8236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.8447, kappa: 0.6528, kb_relative_information_score: 0.5791, mean_absolute_error: 0.1894, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8445, number_of_instances: 1055, precision: 0.8448, predictive_accuracy: 0.8445, prior_entropy: 0.9223, relative_absolute_error: 0.4235, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3333, root_relative_squared_error: 0.7049, unweighted_recall: 0.8269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.898, f_measure: 0.8369, kappa: 0.6332, kb_relative_information_score: 0.5716, mean_absolute_error: 0.1908, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8379, number_of_instances: 1055, precision: 0.8364, predictive_accuracy: 0.8379, prior_entropy: 0.9223, relative_absolute_error: 0.4266, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3447, root_relative_squared_error: 0.7289, unweighted_recall: 0.8129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.8389, kappa: 0.638, kb_relative_information_score: 0.5542, mean_absolute_error: 0.2017, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8398, number_of_instances: 1055, precision: 0.8384, predictive_accuracy: 0.8398, prior_entropy: 0.9223, relative_absolute_error: 0.451, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3326, root_relative_squared_error: 0.7035, unweighted_recall: 0.8157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.8333, kappa: 0.6239, kb_relative_information_score: 0.4577, mean_absolute_error: 0.2517, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8351, number_of_instances: 1055, precision: 0.8329, predictive_accuracy: 0.8351, prior_entropy: 0.9223, relative_absolute_error: 0.5628, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3427, root_relative_squared_error: 0.7248, unweighted_recall: 0.8059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.861, kappa: 0.6879, kb_relative_information_score: 0.5921, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8616, number_of_instances: 1055, precision: 0.8607, predictive_accuracy: 0.8616, prior_entropy: 0.9223, relative_absolute_error: 0.4147, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.6854, unweighted_recall: 0.8411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.8173, kappa: 0.5854, kb_relative_information_score: 0.4563, mean_absolute_error: 0.2508, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8209, number_of_instances: 1055, precision: 0.8177, predictive_accuracy: 0.8209, prior_entropy: 0.9223, relative_absolute_error: 0.5609, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3477, root_relative_squared_error: 0.7353, unweighted_recall: 0.7828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.8201, kappa: 0.5942, kb_relative_information_score: 0.4786, mean_absolute_error: 0.2371, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8218, number_of_instances: 1055, precision: 0.8194, predictive_accuracy: 0.8218, prior_entropy: 0.9223, relative_absolute_error: 0.5302, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3523, root_relative_squared_error: 0.7451, unweighted_recall: 0.7918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8954, f_measure: 0.8301, kappa: 0.6216, kb_relative_information_score: 0.5416, mean_absolute_error: 0.2032, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8294, number_of_instances: 1055, precision: 0.831, predictive_accuracy: 0.8294, prior_entropy: 0.9223, relative_absolute_error: 0.4544, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3563, root_relative_squared_error: 0.7536, unweighted_recall: 0.8134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9144, f_measure: 0.8426, kappa: 0.6429, kb_relative_information_score: 0.4987, mean_absolute_error: 0.2342, mean_prior_absolute_error: 0.4472, weighted_recall: 0.8455, number_of_instances: 1055, precision: 0.8434, predictive_accuracy: 0.8455, prior_entropy: 0.9223, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3282, root_relative_squared_error: 0.6942, unweighted_recall: 0.811,

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