OpenML
Supervised Classification on cmc

Supervised Classification on cmc

Task 23 Supervised Classification cmc 19084 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_98 study_99 under100k under1m
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19084 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.3432, kappa: 0.0004, kb_relative_information_score: 0.0738, mean_absolute_error: 0.4327, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.354, predictive_accuracy: 0.351, prior_entropy: 1.539, recall: 0.351, relative_absolute_error: 1.0043, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6578, root_relative_squared_error: 1.4173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7298, f_measure: 0.5498, kappa: 0.3017, kb_relative_information_score: 0.2707, mean_absolute_error: 0.3428, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5536, predictive_accuracy: 0.5499, prior_entropy: 1.539, recall: 0.5499, relative_absolute_error: 0.7958, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4307, root_relative_squared_error: 0.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6979, f_measure: 0.5087, kappa: 0.2389, kb_relative_information_score: 0.2729, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5091, predictive_accuracy: 0.5085, prior_entropy: 1.539, recall: 0.5085, relative_absolute_error: 0.7893, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4682, root_relative_squared_error: 1.0088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, f_measure: 0.5288, kappa: 0.2697, kb_relative_information_score: 0.2873, mean_absolute_error: 0.3349, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5287, predictive_accuracy: 0.5295, prior_entropy: 1.539, recall: 0.5295, relative_absolute_error: 0.7774, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4651, root_relative_squared_error: 1.0021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6696, f_measure: 0.5017, kappa: 0.2277, kb_relative_information_score: 0.221, mean_absolute_error: 0.3668, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5007, predictive_accuracy: 0.5031, prior_entropy: 1.539, recall: 0.5031, relative_absolute_error: 0.8515, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4605, root_relative_squared_error: 0.9922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6992, f_measure: 0.5078, kappa: 0.2373, kb_relative_information_score: 0.2862, mean_absolute_error: 0.3341, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5077, predictive_accuracy: 0.5085, prior_entropy: 1.539, recall: 0.5085, relative_absolute_error: 0.7755, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4898, root_relative_squared_error: 1.0553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6928, f_measure: 0.5064, kappa: 0.2354, kb_relative_information_score: 0.2865, mean_absolute_error: 0.3338, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5066, predictive_accuracy: 0.5064, prior_entropy: 1.539, recall: 0.5064, relative_absolute_error: 0.7748, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5136, root_relative_squared_error: 1.1067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.5256, kappa: 0.2644, kb_relative_information_score: 0.2811, mean_absolute_error: 0.338, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5265, predictive_accuracy: 0.5255, prior_entropy: 1.539, recall: 0.5255, relative_absolute_error: 0.7846, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4587, root_relative_squared_error: 0.9884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7037, f_measure: 0.5226, kappa: 0.26, kb_relative_information_score: 0.2856, mean_absolute_error: 0.3355, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5229, predictive_accuracy: 0.5227, prior_entropy: 1.539, recall: 0.5227, relative_absolute_error: 0.7787, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.466, root_relative_squared_error: 1.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6762, f_measure: 0.5055, kappa: 0.2334, kb_relative_information_score: 0.2445, mean_absolute_error: 0.3552, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5049, predictive_accuracy: 0.5064, prior_entropy: 1.539, recall: 0.5064, relative_absolute_error: 0.8246, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4684, root_relative_squared_error: 1.0092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6314, f_measure: 0.4449, kappa: 0.1362, kb_relative_information_score: 0.1537, mean_absolute_error: 0.3925, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4469, predictive_accuracy: 0.4555, prior_entropy: 1.539, recall: 0.4555, relative_absolute_error: 0.911, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4563, root_relative_squared_error: 0.9832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7453, f_measure: 0.5532, kappa: 0.3085, kb_relative_information_score: 0.2407, mean_absolute_error: 0.3562, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5608, predictive_accuracy: 0.558, prior_entropy: 1.539, recall: 0.558, relative_absolute_error: 0.8269, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4217, root_relative_squared_error: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7175, f_measure: 0.5314, kappa: 0.2735, kb_relative_information_score: 0.2767, mean_absolute_error: 0.3402, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5312, predictive_accuracy: 0.5322, prior_entropy: 1.539, recall: 0.5322, relative_absolute_error: 0.7896, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4443, root_relative_squared_error: 0.9574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7079, f_measure: 0.5085, kappa: 0.2377, kb_relative_information_score: 0.2784, mean_absolute_error: 0.3383, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5084, predictive_accuracy: 0.5092, prior_entropy: 1.539, recall: 0.5092, relative_absolute_error: 0.7852, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4575, root_relative_squared_error: 0.9858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, f_measure: 0.517, kappa: 0.2511, kb_relative_information_score: 0.2773, mean_absolute_error: 0.3387, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5173, predictive_accuracy: 0.5173, prior_entropy: 1.539, recall: 0.5173, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, f_measure: 0.517, kappa: 0.2511, kb_relative_information_score: 0.2773, mean_absolute_error: 0.3387, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5173, predictive_accuracy: 0.5173, prior_entropy: 1.539, recall: 0.5173, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, f_measure: 0.517, kappa: 0.2511, kb_relative_information_score: 0.2773, mean_absolute_error: 0.3387, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5173, predictive_accuracy: 0.5173, prior_entropy: 1.539, recall: 0.5173, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6409, f_measure: 0.5368, kappa: 0.2811, kb_relative_information_score: 0.338, mean_absolute_error: 0.3064, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5354, predictive_accuracy: 0.5404, prior_entropy: 1.539, recall: 0.5404, relative_absolute_error: 0.7112, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5535, root_relative_squared_error: 1.1927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.641, f_measure: 0.537, kappa: 0.2813, kb_relative_information_score: 0.3382, mean_absolute_error: 0.3064, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5356, predictive_accuracy: 0.5404, prior_entropy: 1.539, recall: 0.5404, relative_absolute_error: 0.7112, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5535, root_relative_squared_error: 1.1927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.643, f_measure: 0.5392, kappa: 0.2851, kb_relative_information_score: 0.3413, mean_absolute_error: 0.305, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5377, predictive_accuracy: 0.5424, prior_entropy: 1.539, recall: 0.5424, relative_absolute_error: 0.708, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5523, root_relative_squared_error: 1.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6402, f_measure: 0.5356, kappa: 0.2794, kb_relative_information_score: 0.3362, mean_absolute_error: 0.3073, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5341, predictive_accuracy: 0.539, prior_entropy: 1.539, recall: 0.539, relative_absolute_error: 0.7133, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5544, root_relative_squared_error: 1.1944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6482, f_measure: 0.546, kappa: 0.2959, kb_relative_information_score: 0.3524, mean_absolute_error: 0.2974, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5457, predictive_accuracy: 0.554, prior_entropy: 1.539, recall: 0.554, relative_absolute_error: 0.6902, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5453, root_relative_squared_error: 1.1749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6416, f_measure: 0.5377, kappa: 0.2824, kb_relative_information_score: 0.3391, mean_absolute_error: 0.306, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5362, predictive_accuracy: 0.5411, prior_entropy: 1.539, recall: 0.5411, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5531, root_relative_squared_error: 1.1918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6425, f_measure: 0.5385, kappa: 0.2842, kb_relative_information_score: 0.3406, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.537, predictive_accuracy: 0.5418, prior_entropy: 1.539, recall: 0.5418, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5527, root_relative_squared_error: 1.1909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6486, f_measure: 0.547, kappa: 0.2973, kb_relative_information_score: 0.354, mean_absolute_error: 0.2964, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5477, predictive_accuracy: 0.5553, prior_entropy: 1.539, recall: 0.5553, relative_absolute_error: 0.6881, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5445, root_relative_squared_error: 1.1731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6519, f_measure: 0.5511, kappa: 0.3038, kb_relative_information_score: 0.3597, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5517, predictive_accuracy: 0.5594, prior_entropy: 1.539, recall: 0.5594, relative_absolute_error: 0.6818, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.542, root_relative_squared_error: 1.1678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6541, f_measure: 0.5545, kappa: 0.3087, kb_relative_information_score: 0.3643, mean_absolute_error: 0.2919, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5549, predictive_accuracy: 0.5621, prior_entropy: 1.539, recall: 0.5621, relative_absolute_error: 0.6776, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5403, root_relative_squared_error: 1.1642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6525, f_measure: 0.5521, kappa: 0.3054, kb_relative_information_score: 0.3615, mean_absolute_error: 0.2928, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5532, predictive_accuracy: 0.5608, prior_entropy: 1.539, recall: 0.5608, relative_absolute_error: 0.6797, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5411, root_relative_squared_error: 1.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6516, f_measure: 0.5502, kappa: 0.3025, kb_relative_information_score: 0.3581, mean_absolute_error: 0.2946, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5501, predictive_accuracy: 0.558, prior_entropy: 1.539, recall: 0.558, relative_absolute_error: 0.6839, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5428, root_relative_squared_error: 1.1696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6506, f_measure: 0.5495, kappa: 0.3011, kb_relative_information_score: 0.3573, mean_absolute_error: 0.2951, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5496, predictive_accuracy: 0.5574, prior_entropy: 1.539, recall: 0.5574, relative_absolute_error: 0.6849, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5432, root_relative_squared_error: 1.1705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.64, f_measure: 0.5357, kappa: 0.2795, kb_relative_information_score: 0.3366, mean_absolute_error: 0.3073, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5343, predictive_accuracy: 0.539, prior_entropy: 1.539, recall: 0.539, relative_absolute_error: 0.7133, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5544, root_relative_squared_error: 1.1944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6406, f_measure: 0.5363, kappa: 0.2804, kb_relative_information_score: 0.3373, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5349, predictive_accuracy: 0.5397, prior_entropy: 1.539, recall: 0.5397, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5539, root_relative_squared_error: 1.1936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6486, f_measure: 0.5467, kappa: 0.2968, kb_relative_information_score: 0.3533, mean_absolute_error: 0.2969, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5468, predictive_accuracy: 0.5547, prior_entropy: 1.539, recall: 0.5547, relative_absolute_error: 0.6891, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5449, root_relative_squared_error: 1.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6414, f_measure: 0.5374, kappa: 0.2821, kb_relative_information_score: 0.3389, mean_absolute_error: 0.306, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.536, predictive_accuracy: 0.5411, prior_entropy: 1.539, recall: 0.5411, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5531, root_relative_squared_error: 1.1918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.641, f_measure: 0.5368, kappa: 0.2813, kb_relative_information_score: 0.3381, mean_absolute_error: 0.3064, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5353, predictive_accuracy: 0.5404, prior_entropy: 1.539, recall: 0.5404, relative_absolute_error: 0.7112, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5535, root_relative_squared_error: 1.1927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6426, f_measure: 0.5388, kappa: 0.2844, kb_relative_information_score: 0.3409, mean_absolute_error: 0.305, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5372, predictive_accuracy: 0.5424, prior_entropy: 1.539, recall: 0.5424, relative_absolute_error: 0.708, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5523, root_relative_squared_error: 1.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6423, f_measure: 0.5384, kappa: 0.2837, kb_relative_information_score: 0.3401, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5369, predictive_accuracy: 0.5418, prior_entropy: 1.539, recall: 0.5418, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5527, root_relative_squared_error: 1.1909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6502, f_measure: 0.5492, kappa: 0.3007, kb_relative_information_score: 0.3575, mean_absolute_error: 0.2946, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5502, predictive_accuracy: 0.558, prior_entropy: 1.539, recall: 0.558, relative_absolute_error: 0.6839, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5428, root_relative_squared_error: 1.1696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6409, f_measure: 0.5364, kappa: 0.2808, kb_relative_information_score: 0.3374, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5349, predictive_accuracy: 0.5397, prior_entropy: 1.539, recall: 0.5397, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5539, root_relative_squared_error: 1.1936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6424, f_measure: 0.5385, kappa: 0.284, kb_relative_information_score: 0.3404, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.537, predictive_accuracy: 0.5418, prior_entropy: 1.539, recall: 0.5418, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5527, root_relative_squared_error: 1.1909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6424, f_measure: 0.5385, kappa: 0.2839, kb_relative_information_score: 0.3402, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.537, predictive_accuracy: 0.5418, prior_entropy: 1.539, recall: 0.5418, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5527, root_relative_squared_error: 1.1909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6492, f_measure: 0.5481, kappa: 0.2988, kb_relative_information_score: 0.3554, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5486, predictive_accuracy: 0.556, prior_entropy: 1.539, recall: 0.556, relative_absolute_error: 0.687, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5441, root_relative_squared_error: 1.1722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6423, f_measure: 0.5383, kappa: 0.2836, kb_relative_information_score: 0.34, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5368, predictive_accuracy: 0.5418, prior_entropy: 1.539, recall: 0.5418, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5527, root_relative_squared_error: 1.1909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.641, f_measure: 0.5369, kappa: 0.2813, kb_relative_information_score: 0.3381, mean_absolute_error: 0.3064, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5355, predictive_accuracy: 0.5404, prior_entropy: 1.539, recall: 0.5404, relative_absolute_error: 0.7112, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5535, root_relative_squared_error: 1.1927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6423, f_measure: 0.5389, kappa: 0.2841, kb_relative_information_score: 0.341, mean_absolute_error: 0.305, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5375, predictive_accuracy: 0.5424, prior_entropy: 1.539, recall: 0.5424, relative_absolute_error: 0.708, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5523, root_relative_squared_error: 1.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6514, f_measure: 0.55, kappa: 0.3022, kb_relative_information_score: 0.3579, mean_absolute_error: 0.2946, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5507, predictive_accuracy: 0.558, prior_entropy: 1.539, recall: 0.558, relative_absolute_error: 0.6839, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5428, root_relative_squared_error: 1.1696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6521, f_measure: 0.551, kappa: 0.3037, kb_relative_information_score: 0.3592, mean_absolute_error: 0.2942, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5509, predictive_accuracy: 0.5587, prior_entropy: 1.539, recall: 0.5587, relative_absolute_error: 0.6828, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5424, root_relative_squared_error: 1.1687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6417, f_measure: 0.5378, kappa: 0.2826, kb_relative_information_score: 0.3393, mean_absolute_error: 0.306, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5364, predictive_accuracy: 0.5411, prior_entropy: 1.539, recall: 0.5411, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5531, root_relative_squared_error: 1.1918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6524, f_measure: 0.5513, kappa: 0.3044, kb_relative_information_score: 0.3598, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5515, predictive_accuracy: 0.5594, prior_entropy: 1.539, recall: 0.5594, relative_absolute_error: 0.6818, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.542, root_relative_squared_error: 1.1678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6404, f_measure: 0.5362, kappa: 0.28, kb_relative_information_score: 0.3371, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5347, predictive_accuracy: 0.5397, prior_entropy: 1.539, recall: 0.5397, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5539, root_relative_squared_error: 1.1936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6506, f_measure: 0.5497, kappa: 0.3014, kb_relative_information_score: 0.358, mean_absolute_error: 0.2946, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5504, predictive_accuracy: 0.558, prior_entropy: 1.539, recall: 0.558, relative_absolute_error: 0.6839, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5428, root_relative_squared_error: 1.1696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.641, f_measure: 0.5367, kappa: 0.2812, kb_relative_information_score: 0.3381, mean_absolute_error: 0.3064, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5352, predictive_accuracy: 0.5404, prior_entropy: 1.539, recall: 0.5404, relative_absolute_error: 0.7112, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5535, root_relative_squared_error: 1.1927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6435, f_measure: 0.5399, kappa: 0.2862, kb_relative_information_score: 0.3424, mean_absolute_error: 0.3046, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5384, predictive_accuracy: 0.5431, prior_entropy: 1.539, recall: 0.5431, relative_absolute_error: 0.707, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5519, root_relative_squared_error: 1.1892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.65, f_measure: 0.549, kappa: 0.3003, kb_relative_information_score: 0.3571, mean_absolute_error: 0.2951, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5494, predictive_accuracy: 0.5574, prior_entropy: 1.539, recall: 0.5574, relative_absolute_error: 0.6849, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5432, root_relative_squared_error: 1.1705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6469, f_measure: 0.5444, kappa: 0.2936, kb_relative_information_score: 0.3508, mean_absolute_error: 0.2978, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5446, predictive_accuracy: 0.5533, prior_entropy: 1.539, recall: 0.5533, relative_absolute_error: 0.6912, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5457, root_relative_squared_error: 1.1758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6436, f_measure: 0.5401, kappa: 0.2862, kb_relative_information_score: 0.3423, mean_absolute_error: 0.3046, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5386, predictive_accuracy: 0.5431, prior_entropy: 1.539, recall: 0.5431, relative_absolute_error: 0.707, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5519, root_relative_squared_error: 1.1892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6417, f_measure: 0.5376, kappa: 0.2824, kb_relative_information_score: 0.339, mean_absolute_error: 0.306, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5361, predictive_accuracy: 0.5411, prior_entropy: 1.539, recall: 0.5411, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5531, root_relative_squared_error: 1.1918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6408, f_measure: 0.5364, kappa: 0.2805, kb_relative_information_score: 0.3371, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5349, predictive_accuracy: 0.5397, prior_entropy: 1.539, recall: 0.5397, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5539, root_relative_squared_error: 1.1936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6538, f_measure: 0.5533, kappa: 0.3074, kb_relative_information_score: 0.3627, mean_absolute_error: 0.2924, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5536, predictive_accuracy: 0.5614, prior_entropy: 1.539, recall: 0.5614, relative_absolute_error: 0.6786, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5407, root_relative_squared_error: 1.1651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6515, f_measure: 0.5509, kappa: 0.3034, kb_relative_information_score: 0.3598, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5517, predictive_accuracy: 0.5594, prior_entropy: 1.539, recall: 0.5594, relative_absolute_error: 0.6818, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.542, root_relative_squared_error: 1.1678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6511, f_measure: 0.5497, kappa: 0.3019, kb_relative_information_score: 0.3578, mean_absolute_error: 0.2946, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5499, predictive_accuracy: 0.558, prior_entropy: 1.539, recall: 0.558, relative_absolute_error: 0.6839, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5428, root_relative_squared_error: 1.1696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6423, f_measure: 0.5383, kappa: 0.2836, kb_relative_information_score: 0.34, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5368, predictive_accuracy: 0.5418, prior_entropy: 1.539, recall: 0.5418, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5527, root_relative_squared_error: 1.1909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6466, f_measure: 0.5443, kappa: 0.2931, kb_relative_information_score: 0.3502, mean_absolute_error: 0.2983, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5449, predictive_accuracy: 0.5526, prior_entropy: 1.539, recall: 0.5526, relative_absolute_error: 0.6923, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5461, root_relative_squared_error: 1.1767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6431, f_measure: 0.5397, kappa: 0.2857, kb_relative_information_score: 0.3422, mean_absolute_error: 0.3046, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5383, predictive_accuracy: 0.5431, prior_entropy: 1.539, recall: 0.5431, relative_absolute_error: 0.707, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5519, root_relative_squared_error: 1.1892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6546, f_measure: 0.5552, kappa: 0.3098, kb_relative_information_score: 0.3653, mean_absolute_error: 0.2915, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5558, predictive_accuracy: 0.5628, prior_entropy: 1.539, recall: 0.5628, relative_absolute_error: 0.6765, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5399, root_relative_squared_error: 1.1633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6522, f_measure: 0.5517, kappa: 0.3047, kb_relative_information_score: 0.3606, mean_absolute_error: 0.2933, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.553, predictive_accuracy: 0.5601, prior_entropy: 1.539, recall: 0.5601, relative_absolute_error: 0.6807, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5416, root_relative_squared_error: 1.1669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6534, f_measure: 0.5529, kappa: 0.3068, kb_relative_information_score: 0.3624, mean_absolute_error: 0.2924, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.554, predictive_accuracy: 0.5614, prior_entropy: 1.539, recall: 0.5614, relative_absolute_error: 0.6786, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5407, root_relative_squared_error: 1.1651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6436, f_measure: 0.5398, kappa: 0.286, kb_relative_information_score: 0.3419, mean_absolute_error: 0.3046, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5382, predictive_accuracy: 0.5431, prior_entropy: 1.539, recall: 0.5431, relative_absolute_error: 0.707, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5519, root_relative_squared_error: 1.1892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6415, f_measure: 0.5373, kappa: 0.282, kb_relative_information_score: 0.3385, mean_absolute_error: 0.3064, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5359, predictive_accuracy: 0.5404, prior_entropy: 1.539, recall: 0.5404, relative_absolute_error: 0.7112, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5535, root_relative_squared_error: 1.1927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6423, f_measure: 0.5384, kappa: 0.2837, kb_relative_information_score: 0.3402, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5369, predictive_accuracy: 0.5418, prior_entropy: 1.539, recall: 0.5418, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5527, root_relative_squared_error: 1.1909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6409, f_measure: 0.5365, kappa: 0.2807, kb_relative_information_score: 0.3372, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.535, predictive_accuracy: 0.5397, prior_entropy: 1.539, recall: 0.5397, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5539, root_relative_squared_error: 1.1936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6404, f_measure: 0.5361, kappa: 0.2801, kb_relative_information_score: 0.3371, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5346, predictive_accuracy: 0.5397, prior_entropy: 1.539, recall: 0.5397, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5539, root_relative_squared_error: 1.1936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6527, f_measure: 0.552, kappa: 0.3053, kb_relative_information_score: 0.3608, mean_absolute_error: 0.2933, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5525, predictive_accuracy: 0.5601, prior_entropy: 1.539, recall: 0.5601, relative_absolute_error: 0.6807, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5416, root_relative_squared_error: 1.1669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6497, f_measure: 0.5485, kappa: 0.2996, kb_relative_information_score: 0.3561, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5487, predictive_accuracy: 0.5567, prior_entropy: 1.539, recall: 0.5567, relative_absolute_error: 0.686, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.1714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6483, f_measure: 0.5467, kappa: 0.2969, kb_relative_information_score: 0.3539, mean_absolute_error: 0.2964, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5474, predictive_accuracy: 0.5553, prior_entropy: 1.539, recall: 0.5553, relative_absolute_error: 0.6881, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5445, root_relative_squared_error: 1.1731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6505, f_measure: 0.5496, kappa: 0.3011, kb_relative_information_score: 0.3574, mean_absolute_error: 0.2951, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5502, predictive_accuracy: 0.5574, prior_entropy: 1.539, recall: 0.5574, relative_absolute_error: 0.6849, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5432, root_relative_squared_error: 1.1705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6526, f_measure: 0.5517, kappa: 0.3049, kb_relative_information_score: 0.3606, mean_absolute_error: 0.2933, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5524, predictive_accuracy: 0.5601, prior_entropy: 1.539, recall: 0.5601, relative_absolute_error: 0.6807, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5416, root_relative_squared_error: 1.1669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6396, f_measure: 0.535, kappa: 0.2783, kb_relative_information_score: 0.3354, mean_absolute_error: 0.3078, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5335, predictive_accuracy: 0.5384, prior_entropy: 1.539, recall: 0.5384, relative_absolute_error: 0.7144, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5548, root_relative_squared_error: 1.1953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6397, f_measure: 0.5348, kappa: 0.2781, kb_relative_information_score: 0.3349, mean_absolute_error: 0.3078, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5332, predictive_accuracy: 0.5384, prior_entropy: 1.539, recall: 0.5384, relative_absolute_error: 0.7144, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5548, root_relative_squared_error: 1.1953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6404, f_measure: 0.5362, kappa: 0.28, kb_relative_information_score: 0.3371, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5347, predictive_accuracy: 0.5397, prior_entropy: 1.539, recall: 0.5397, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5539, root_relative_squared_error: 1.1936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6428, f_measure: 0.5391, kappa: 0.2846, kb_relative_information_score: 0.341, mean_absolute_error: 0.305, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5377, predictive_accuracy: 0.5424, prior_entropy: 1.539, recall: 0.5424, relative_absolute_error: 0.708, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5523, root_relative_squared_error: 1.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6413, f_measure: 0.537, kappa: 0.2816, kb_relative_information_score: 0.3382, mean_absolute_error: 0.3064, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5355, predictive_accuracy: 0.5404, prior_entropy: 1.539, recall: 0.5404, relative_absolute_error: 0.7112, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5535, root_relative_squared_error: 1.1927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6506, f_measure: 0.5502, kappa: 0.3021, kb_relative_information_score: 0.3589, mean_absolute_error: 0.2942, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5513, predictive_accuracy: 0.5587, prior_entropy: 1.539, recall: 0.5587, relative_absolute_error: 0.6828, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5424, root_relative_squared_error: 1.1687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6497, f_measure: 0.5483, kappa: 0.2993, kb_relative_information_score: 0.3558, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5494, predictive_accuracy: 0.5567, prior_entropy: 1.539, recall: 0.5567, relative_absolute_error: 0.686, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.1714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6404, f_measure: 0.5363, kappa: 0.2802, kb_relative_information_score: 0.3373, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5349, predictive_accuracy: 0.5397, prior_entropy: 1.539, recall: 0.5397, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5539, root_relative_squared_error: 1.1936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6506, f_measure: 0.5493, kappa: 0.3012, kb_relative_information_score: 0.3575, mean_absolute_error: 0.2946, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5501, predictive_accuracy: 0.558, prior_entropy: 1.539, recall: 0.558, relative_absolute_error: 0.6839, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5428, root_relative_squared_error: 1.1696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.652, f_measure: 0.5516, kappa: 0.3043, kb_relative_information_score: 0.3602, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5524, predictive_accuracy: 0.5594, prior_entropy: 1.539, recall: 0.5594, relative_absolute_error: 0.6818, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.542, root_relative_squared_error: 1.1678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6398, f_measure: 0.5355, kappa: 0.2791, kb_relative_information_score: 0.3365, mean_absolute_error: 0.3073, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.534, predictive_accuracy: 0.539, prior_entropy: 1.539, recall: 0.539, relative_absolute_error: 0.7133, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5544, root_relative_squared_error: 1.1944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6423, f_measure: 0.5383, kappa: 0.2836, kb_relative_information_score: 0.34, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5368, predictive_accuracy: 0.5418, prior_entropy: 1.539, recall: 0.5418, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5527, root_relative_squared_error: 1.1909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6423, f_measure: 0.5384, kappa: 0.2837, kb_relative_information_score: 0.3401, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.537, predictive_accuracy: 0.5418, prior_entropy: 1.539, recall: 0.5418, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5527, root_relative_squared_error: 1.1909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6506, f_measure: 0.5493, kappa: 0.3009, kb_relative_information_score: 0.357, mean_absolute_error: 0.2951, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.55, predictive_accuracy: 0.5574, prior_entropy: 1.539, recall: 0.5574, relative_absolute_error: 0.6849, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5432, root_relative_squared_error: 1.1705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6409, f_measure: 0.5367, kappa: 0.2811, kb_relative_information_score: 0.338, mean_absolute_error: 0.3064, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5352, predictive_accuracy: 0.5404, prior_entropy: 1.539, recall: 0.5404, relative_absolute_error: 0.7112, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5535, root_relative_squared_error: 1.1927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6488, f_measure: 0.5476, kappa: 0.2979, kb_relative_information_score: 0.3546, mean_absolute_error: 0.2964, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5478, predictive_accuracy: 0.5553, prior_entropy: 1.539, recall: 0.5553, relative_absolute_error: 0.6881, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5445, root_relative_squared_error: 1.1731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6433, f_measure: 0.5395, kappa: 0.2855, kb_relative_information_score: 0.3418, mean_absolute_error: 0.3046, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.538, predictive_accuracy: 0.5431, prior_entropy: 1.539, recall: 0.5431, relative_absolute_error: 0.707, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5519, root_relative_squared_error: 1.1892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.64, f_measure: 0.5358, kappa: 0.2795, kb_relative_information_score: 0.3366, mean_absolute_error: 0.3073, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5344, predictive_accuracy: 0.539, prior_entropy: 1.539, recall: 0.539, relative_absolute_error: 0.7133, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5544, root_relative_squared_error: 1.1944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6417, f_measure: 0.5377, kappa: 0.2825, kb_relative_information_score: 0.3391, mean_absolute_error: 0.306, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5362, predictive_accuracy: 0.5411, prior_entropy: 1.539, recall: 0.5411, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5531, root_relative_squared_error: 1.1918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6534, f_measure: 0.5524, kappa: 0.3062, kb_relative_information_score: 0.3615, mean_absolute_error: 0.2928, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5522, predictive_accuracy: 0.5608, prior_entropy: 1.539, recall: 0.5608, relative_absolute_error: 0.6797, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5411, root_relative_squared_error: 1.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6531, f_measure: 0.5521, kappa: 0.3056, kb_relative_information_score: 0.3608, mean_absolute_error: 0.2933, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5523, predictive_accuracy: 0.5601, prior_entropy: 1.539, recall: 0.5601, relative_absolute_error: 0.6807, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5416, root_relative_squared_error: 1.1669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6503, f_measure: 0.5492, kappa: 0.3007, kb_relative_information_score: 0.3572, mean_absolute_error: 0.2951, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5497, predictive_accuracy: 0.5574, prior_entropy: 1.539, recall: 0.5574, relative_absolute_error: 0.6849, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5432, root_relative_squared_error: 1.1705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6413, f_measure: 0.5375, kappa: 0.2821, kb_relative_information_score: 0.3391, mean_absolute_error: 0.306, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5361, predictive_accuracy: 0.5411, prior_entropy: 1.539, recall: 0.5411, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5531, root_relative_squared_error: 1.1918,

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

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

OpenML APIs