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: 0.5009, f_measure: 0.3574, kappa: 0.0018, kb_relative_information_score: 0.0864, mean_absolute_error: 0.4241, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.355, predictive_accuracy: 0.3639, prior_entropy: 1.539, recall: 0.3639, relative_absolute_error: 0.9843, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6512, root_relative_squared_error: 1.4031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6927, f_measure: 0.504, kappa: 0.2311, kb_relative_information_score: 0.2832, mean_absolute_error: 0.3349, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5039, predictive_accuracy: 0.5044, prior_entropy: 1.539, recall: 0.5044, relative_absolute_error: 0.7773, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5088, root_relative_squared_error: 1.0964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7233, f_measure: 0.5369, kappa: 0.2819, kb_relative_information_score: 0.2734, mean_absolute_error: 0.3418, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5376, predictive_accuracy: 0.537, prior_entropy: 1.539, recall: 0.537, relative_absolute_error: 0.7934, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4368, root_relative_squared_error: 0.9412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7002, f_measure: 0.517, kappa: 0.2516, kb_relative_information_score: 0.2907, mean_absolute_error: 0.3324, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5171, predictive_accuracy: 0.5173, prior_entropy: 1.539, recall: 0.5173, relative_absolute_error: 0.7717, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4929, root_relative_squared_error: 1.0621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7148, f_measure: 0.5378, kappa: 0.2829, kb_relative_information_score: 0.2699, mean_absolute_error: 0.3432, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5409, predictive_accuracy: 0.537, prior_entropy: 1.539, recall: 0.537, relative_absolute_error: 0.7966, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4396, root_relative_squared_error: 0.9472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7312, f_measure: 0.5405, kappa: 0.2875, kb_relative_information_score: 0.2721, mean_absolute_error: 0.3427, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5427, predictive_accuracy: 0.5397, prior_entropy: 1.539, recall: 0.5397, relative_absolute_error: 0.7953, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4304, root_relative_squared_error: 0.9274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.726, f_measure: 0.5458, kappa: 0.2949, kb_relative_information_score: 0.2314, mean_absolute_error: 0.362, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5447, predictive_accuracy: 0.5513, prior_entropy: 1.539, recall: 0.5513, relative_absolute_error: 0.8403, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.43, root_relative_squared_error: 0.9265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6789, f_measure: 0.497, kappa: 0.2198, kb_relative_information_score: 0.2437, mean_absolute_error: 0.3556, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4962, predictive_accuracy: 0.4983, prior_entropy: 1.539, recall: 0.4983, relative_absolute_error: 0.8253, 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: 0.5003, kappa: 0.0001, kb_relative_information_score: 0.1308, mean_absolute_error: 0.3933, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.41, prior_entropy: 1.539, recall: 0.41, relative_absolute_error: 0.9129, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6271, root_relative_squared_error: 1.3513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6583, f_measure: 0.4747, kappa: 0.1871, kb_relative_information_score: 0.2353, mean_absolute_error: 0.3594, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4749, predictive_accuracy: 0.4745, prior_entropy: 1.539, recall: 0.4745, relative_absolute_error: 0.8342, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4881, root_relative_squared_error: 1.0516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6892, f_measure: 0.4958, kappa: 0.2182, kb_relative_information_score: 0.2851, mean_absolute_error: 0.3341, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4958, predictive_accuracy: 0.4963, prior_entropy: 1.539, recall: 0.4963, relative_absolute_error: 0.7755, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.536, root_relative_squared_error: 1.155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6447, f_measure: 0.4818, kappa: 0.1913, kb_relative_information_score: 0.1554, mean_absolute_error: 0.3913, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4847, predictive_accuracy: 0.4908, prior_entropy: 1.539, recall: 0.4908, relative_absolute_error: 0.9083, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.452, root_relative_squared_error: 0.9739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6981, f_measure: 0.5147, kappa: 0.2472, kb_relative_information_score: 0.2715, mean_absolute_error: 0.3421, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5163, predictive_accuracy: 0.5146, prior_entropy: 1.539, recall: 0.5146, relative_absolute_error: 0.7942, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4624, root_relative_squared_error: 0.9964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7344, f_measure: 0.5555, kappa: 0.3108, kb_relative_information_score: 0.2741, mean_absolute_error: 0.3419, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5573, predictive_accuracy: 0.5553, prior_entropy: 1.539, recall: 0.5553, relative_absolute_error: 0.7936, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4297, root_relative_squared_error: 0.9258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.3273, kappa: -0.0002, kb_relative_information_score: 0.0457, mean_absolute_error: 0.4517, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3539, predictive_accuracy: 0.3225, prior_entropy: 1.539, recall: 0.3225, relative_absolute_error: 1.0484, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6721, root_relative_squared_error: 1.4481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7171, f_measure: 0.5362, kappa: 0.2804, kb_relative_information_score: 0.2809, mean_absolute_error: 0.3388, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5373, predictive_accuracy: 0.5363, prior_entropy: 1.539, recall: 0.5363, relative_absolute_error: 0.7864, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4448, root_relative_squared_error: 0.9584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7128, f_measure: 0.5254, kappa: 0.2641, kb_relative_information_score: 0.2757, mean_absolute_error: 0.3404, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5261, predictive_accuracy: 0.5255, prior_entropy: 1.539, recall: 0.5255, relative_absolute_error: 0.79, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4476, root_relative_squared_error: 0.9644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.3496, kappa: 0.0007, kb_relative_information_score: 0.0935, mean_absolute_error: 0.4191, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3547, predictive_accuracy: 0.3714, prior_entropy: 1.539, recall: 0.3714, relative_absolute_error: 0.9728, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6474, root_relative_squared_error: 1.3949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.2783, kappa: -0.0008, kb_relative_information_score: 0.0143, mean_absolute_error: 0.4734, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3535, predictive_accuracy: 0.2899, prior_entropy: 1.539, recall: 0.2899, relative_absolute_error: 1.0988, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.688, root_relative_squared_error: 1.4825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7454, f_measure: 0.5541, kappa: 0.3093, kb_relative_information_score: 0.2409, mean_absolute_error: 0.3561, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5619, predictive_accuracy: 0.5587, prior_entropy: 1.539, recall: 0.5587, relative_absolute_error: 0.8265, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4216, root_relative_squared_error: 0.9084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.716, f_measure: 0.5338, kappa: 0.279, kb_relative_information_score: 0.2827, mean_absolute_error: 0.3382, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5371, predictive_accuracy: 0.5316, prior_entropy: 1.539, recall: 0.5316, relative_absolute_error: 0.785, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4468, root_relative_squared_error: 0.9628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7172, f_measure: 0.5356, kappa: 0.2809, kb_relative_information_score: 0.282, mean_absolute_error: 0.3377, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5369, predictive_accuracy: 0.535, prior_entropy: 1.539, recall: 0.535, relative_absolute_error: 0.7839, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4462, root_relative_squared_error: 0.9613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7203, f_measure: 0.5401, kappa: 0.2872, kb_relative_information_score: 0.2689, mean_absolute_error: 0.344, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5441, predictive_accuracy: 0.5384, prior_entropy: 1.539, recall: 0.5384, relative_absolute_error: 0.7985, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4367, root_relative_squared_error: 0.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6999, f_measure: 0.5067, kappa: 0.2357, kb_relative_information_score: 0.2874, mean_absolute_error: 0.3341, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5066, predictive_accuracy: 0.5071, prior_entropy: 1.539, recall: 0.5071, relative_absolute_error: 0.7755, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4892, root_relative_squared_error: 1.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6585, f_measure: 0.4602, kappa: 0.1634, kb_relative_information_score: 0.2369, mean_absolute_error: 0.3572, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4606, predictive_accuracy: 0.4603, prior_entropy: 1.539, recall: 0.4603, relative_absolute_error: 0.8292, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.507, root_relative_squared_error: 1.0923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6872, f_measure: 0.498, kappa: 0.2217, kb_relative_information_score: 0.2838, mean_absolute_error: 0.3343, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4982, predictive_accuracy: 0.4983, prior_entropy: 1.539, recall: 0.4983, relative_absolute_error: 0.7759, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5434, root_relative_squared_error: 1.1708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6878, f_measure: 0.5006, kappa: 0.2262, kb_relative_information_score: 0.2858, mean_absolute_error: 0.3332, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4999, predictive_accuracy: 0.5017, prior_entropy: 1.539, recall: 0.5017, relative_absolute_error: 0.7735, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5199, root_relative_squared_error: 1.1202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6557, f_measure: 0.4645, kappa: 0.1689, kb_relative_information_score: 0.2359, mean_absolute_error: 0.3575, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4646, predictive_accuracy: 0.465, prior_entropy: 1.539, recall: 0.465, relative_absolute_error: 0.8298, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5096, root_relative_squared_error: 1.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7135, f_measure: 0.5342, kappa: 0.2785, kb_relative_information_score: 0.2871, mean_absolute_error: 0.3351, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5354, predictive_accuracy: 0.5336, prior_entropy: 1.539, recall: 0.5336, relative_absolute_error: 0.7777, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4542, root_relative_squared_error: 0.9786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6946, f_measure: 0.5043, kappa: 0.2319, kb_relative_information_score: 0.2815, mean_absolute_error: 0.3355, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5033, predictive_accuracy: 0.5058, prior_entropy: 1.539, recall: 0.5058, relative_absolute_error: 0.7787, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4964, root_relative_squared_error: 1.0696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7191, f_measure: 0.5325, kappa: 0.2748, kb_relative_information_score: 0.2735, mean_absolute_error: 0.3417, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.534, predictive_accuracy: 0.5322, prior_entropy: 1.539, recall: 0.5322, relative_absolute_error: 0.7931, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4401, root_relative_squared_error: 0.9483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7155, f_measure: 0.5319, kappa: 0.2745, kb_relative_information_score: 0.2656, mean_absolute_error: 0.3451, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5349, predictive_accuracy: 0.5309, prior_entropy: 1.539, recall: 0.5309, relative_absolute_error: 0.8011, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4393, root_relative_squared_error: 0.9466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.683, f_measure: 0.5006, kappa: 0.2254, kb_relative_information_score: 0.2492, mean_absolute_error: 0.3534, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5, predictive_accuracy: 0.5017, prior_entropy: 1.539, recall: 0.5017, relative_absolute_error: 0.8202, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4635, root_relative_squared_error: 0.9986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7477, f_measure: 0.5652, kappa: 0.3249, kb_relative_information_score: 0.2422, mean_absolute_error: 0.3556, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5739, predictive_accuracy: 0.5682, prior_entropy: 1.539, recall: 0.5682, relative_absolute_error: 0.8254, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4208, root_relative_squared_error: 0.9066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7141, f_measure: 0.5387, kappa: 0.2854, kb_relative_information_score: 0.2907, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5405, predictive_accuracy: 0.5384, prior_entropy: 1.539, recall: 0.5384, relative_absolute_error: 0.7742, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4543, root_relative_squared_error: 0.9789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6437, f_measure: 0.4611, kappa: 0.1643, kb_relative_information_score: 0.2259, mean_absolute_error: 0.3628, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4608, predictive_accuracy: 0.4616, prior_entropy: 1.539, recall: 0.4616, relative_absolute_error: 0.8421, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5483, root_relative_squared_error: 1.1814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7354, f_measure: 0.5445, kappa: 0.2927, kb_relative_information_score: 0.2314, mean_absolute_error: 0.3598, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5479, predictive_accuracy: 0.5451, prior_entropy: 1.539, recall: 0.5451, relative_absolute_error: 0.8351, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4248, root_relative_squared_error: 0.9154,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7376, f_measure: 0.554, kappa: 0.3079, kb_relative_information_score: 0.2675, mean_absolute_error: 0.3449, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5566, predictive_accuracy: 0.554, prior_entropy: 1.539, recall: 0.554, relative_absolute_error: 0.8005, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4262, root_relative_squared_error: 0.9184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7075, f_measure: 0.5153, kappa: 0.2526, kb_relative_information_score: 0.111, mean_absolute_error: 0.4039, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5304, predictive_accuracy: 0.5363, prior_entropy: 1.539, recall: 0.5363, relative_absolute_error: 0.9375, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4421, root_relative_squared_error: 0.9527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5211, f_measure: 0.3699, kappa: 0.0591, kb_relative_information_score: 0.1039, mean_absolute_error: 0.424, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.398, predictive_accuracy: 0.3652, prior_entropy: 1.539, recall: 0.3652, relative_absolute_error: 0.9841, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6384, root_relative_squared_error: 1.3754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7228, f_measure: 0.5321, kappa: 0.2744, kb_relative_information_score: 0.2781, mean_absolute_error: 0.3387, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5335, predictive_accuracy: 0.5322, prior_entropy: 1.539, recall: 0.5322, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4388, root_relative_squared_error: 0.9455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6977, f_measure: 0.515, kappa: 0.2486, kb_relative_information_score: 0.2868, mean_absolute_error: 0.3346, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5159, predictive_accuracy: 0.5146, prior_entropy: 1.539, recall: 0.5146, relative_absolute_error: 0.7767, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4891, root_relative_squared_error: 1.0539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6993, f_measure: 0.5338, kappa: 0.2769, kb_relative_information_score: 0.22, mean_absolute_error: 0.3666, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.533, predictive_accuracy: 0.5356, prior_entropy: 1.539, recall: 0.5356, relative_absolute_error: 0.8509, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.441, root_relative_squared_error: 0.9502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6471, f_measure: 0.4586, kappa: 0.1603, kb_relative_information_score: 0.2294, mean_absolute_error: 0.3608, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4587, predictive_accuracy: 0.4589, prior_entropy: 1.539, recall: 0.4589, relative_absolute_error: 0.8374, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5397, root_relative_squared_error: 1.1629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7257, f_measure: 0.5419, kappa: 0.2901, kb_relative_information_score: 0.28, mean_absolute_error: 0.3396, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5429, predictive_accuracy: 0.5418, prior_entropy: 1.539, recall: 0.5418, relative_absolute_error: 0.7882, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4367, root_relative_squared_error: 0.9409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.642, f_measure: 0.4764, kappa: 0.1836, kb_relative_information_score: 0.1542, mean_absolute_error: 0.3919, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.478, predictive_accuracy: 0.484, prior_entropy: 1.539, recall: 0.484, relative_absolute_error: 0.9097, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4529, root_relative_squared_error: 0.9759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6883, f_measure: 0.5032, kappa: 0.2297, kb_relative_information_score: 0.2929, mean_absolute_error: 0.3296, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5034, predictive_accuracy: 0.5037, prior_entropy: 1.539, recall: 0.5037, relative_absolute_error: 0.7649, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5376, root_relative_squared_error: 1.1583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7085, f_measure: 0.5278, kappa: 0.2686, kb_relative_information_score: 0.2931, mean_absolute_error: 0.3321, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5285, predictive_accuracy: 0.5275, prior_entropy: 1.539, recall: 0.5275, relative_absolute_error: 0.7708, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4679, root_relative_squared_error: 1.0083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7472, f_measure: 0.5535, kappa: 0.3082, kb_relative_information_score: 0.2314, mean_absolute_error: 0.36, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5601, predictive_accuracy: 0.558, prior_entropy: 1.539, recall: 0.558, relative_absolute_error: 0.8355, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4216, root_relative_squared_error: 0.9084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7446, f_measure: 0.5539, kappa: 0.3079, kb_relative_information_score: 0.2118, mean_absolute_error: 0.3685, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.562, predictive_accuracy: 0.5587, prior_entropy: 1.539, recall: 0.5587, relative_absolute_error: 0.8554, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.423, root_relative_squared_error: 0.9114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.3553, kappa: -0.0017, kb_relative_information_score: 0.0834, mean_absolute_error: 0.4254, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3528, predictive_accuracy: 0.3618, prior_entropy: 1.539, recall: 0.3618, relative_absolute_error: 0.9875, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6523, root_relative_squared_error: 1.4054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6956, f_measure: 0.5026, kappa: 0.2287, kb_relative_information_score: 0.2828, mean_absolute_error: 0.3358, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5017, predictive_accuracy: 0.5044, prior_entropy: 1.539, recall: 0.5044, relative_absolute_error: 0.7795, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4882, root_relative_squared_error: 1.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7309, f_measure: 0.5493, kappa: 0.3009, kb_relative_information_score: 0.2721, mean_absolute_error: 0.3428, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5516, predictive_accuracy: 0.5492, prior_entropy: 1.539, recall: 0.5492, 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: 0.7023, f_measure: 0.5141, kappa: 0.2469, kb_relative_information_score: 0.2831, mean_absolute_error: 0.336, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5147, predictive_accuracy: 0.5139, prior_entropy: 1.539, recall: 0.5139, relative_absolute_error: 0.7799, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4739, root_relative_squared_error: 1.0211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7465, f_measure: 0.558, kappa: 0.3143, kb_relative_information_score: 0.2415, mean_absolute_error: 0.3559, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5661, predictive_accuracy: 0.5614, prior_entropy: 1.539, recall: 0.5614, relative_absolute_error: 0.8261, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4211, root_relative_squared_error: 0.9073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.719, f_measure: 0.5368, kappa: 0.2824, kb_relative_information_score: 0.2778, mean_absolute_error: 0.3401, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.539, predictive_accuracy: 0.5356, prior_entropy: 1.539, recall: 0.5356, relative_absolute_error: 0.7894, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.442, root_relative_squared_error: 0.9524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6968, f_measure: 0.5105, kappa: 0.2416, kb_relative_information_score: 0.2942, mean_absolute_error: 0.3308, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5119, predictive_accuracy: 0.5098, prior_entropy: 1.539, recall: 0.5098, relative_absolute_error: 0.7679, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5082, root_relative_squared_error: 1.0949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5087, f_measure: 0.3585, kappa: 0.0439, kb_relative_information_score: 0.0662, mean_absolute_error: 0.4431, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3851, predictive_accuracy: 0.3537, prior_entropy: 1.539, recall: 0.3537, relative_absolute_error: 1.0284, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6387, root_relative_squared_error: 1.3763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7021, f_measure: 0.5106, kappa: 0.2412, kb_relative_information_score: 0.2845, mean_absolute_error: 0.3349, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5099, predictive_accuracy: 0.5119, prior_entropy: 1.539, recall: 0.5119, relative_absolute_error: 0.7773, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4768, root_relative_squared_error: 1.0274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.515, f_measure: 0.3974, kappa: 0.0764, kb_relative_information_score: 0.1499, mean_absolute_error: 0.3932, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4072, predictive_accuracy: 0.4243, prior_entropy: 1.539, recall: 0.4243, relative_absolute_error: 0.9128, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5951, root_relative_squared_error: 1.2823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7197, f_measure: 0.5437, kappa: 0.2925, kb_relative_information_score: 0.2724, mean_absolute_error: 0.3428, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5456, predictive_accuracy: 0.5431, prior_entropy: 1.539, recall: 0.5431, relative_absolute_error: 0.7956, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4393, root_relative_squared_error: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7015, f_measure: 0.5046, kappa: 0.2323, kb_relative_information_score: 0.2828, mean_absolute_error: 0.3358, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5044, predictive_accuracy: 0.5051, prior_entropy: 1.539, recall: 0.5051, relative_absolute_error: 0.7795, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4762, root_relative_squared_error: 1.0261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5259, f_measure: 0.3853, kappa: 0.0495, kb_relative_information_score: 0.1353, mean_absolute_error: 0.3987, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3871, predictive_accuracy: 0.4019, prior_entropy: 1.539, recall: 0.4019, relative_absolute_error: 0.9255, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6315, root_relative_squared_error: 1.3606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7016, f_measure: 0.5149, kappa: 0.2479, kb_relative_information_score: 0.277, mean_absolute_error: 0.339, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5165, predictive_accuracy: 0.5146, prior_entropy: 1.539, recall: 0.5146, relative_absolute_error: 0.7869, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.463, root_relative_squared_error: 0.9975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7362, f_measure: 0.5596, kappa: 0.3169, kb_relative_information_score: 0.2528, mean_absolute_error: 0.351, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5625, predictive_accuracy: 0.5594, prior_entropy: 1.539, recall: 0.5594, relative_absolute_error: 0.8148, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.425, root_relative_squared_error: 0.9157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.726, f_measure: 0.5494, kappa: 0.3014, kb_relative_information_score: 0.264, mean_absolute_error: 0.346, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5519, predictive_accuracy: 0.5485, prior_entropy: 1.539, recall: 0.5485, relative_absolute_error: 0.8032, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4311, root_relative_squared_error: 0.9288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, f_measure: 0.3553, kappa: -0.0012, kb_relative_information_score: 0.1033, mean_absolute_error: 0.4119, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3529, predictive_accuracy: 0.3822, prior_entropy: 1.539, recall: 0.3822, relative_absolute_error: 0.956, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6418, root_relative_squared_error: 1.3828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7308, f_measure: 0.5484, kappa: 0.2997, kb_relative_information_score: 0.2623, mean_absolute_error: 0.348, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5484, predictive_accuracy: 0.5492, prior_entropy: 1.539, recall: 0.5492, relative_absolute_error: 0.8078, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4307, root_relative_squared_error: 0.9279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7427, f_measure: 0.5598, kappa: 0.3172, kb_relative_information_score: 0.255, mean_absolute_error: 0.3504, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5653, predictive_accuracy: 0.5628, prior_entropy: 1.539, recall: 0.5628, relative_absolute_error: 0.8133, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.423, root_relative_squared_error: 0.9114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7453, f_measure: 0.5555, kappa: 0.3128, kb_relative_information_score: 0.2104, mean_absolute_error: 0.3683, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5644, predictive_accuracy: 0.5621, prior_entropy: 1.539, recall: 0.5621, relative_absolute_error: 0.8548, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4235, root_relative_squared_error: 0.9125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6354, f_measure: 0.4711, kappa: 0.1819, kb_relative_information_score: 0.218, mean_absolute_error: 0.3669, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4718, predictive_accuracy: 0.4705, prior_entropy: 1.539, recall: 0.4705, relative_absolute_error: 0.8515, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.51, root_relative_squared_error: 1.0989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6964, f_measure: 0.5053, kappa: 0.2333, kb_relative_information_score: 0.2768, mean_absolute_error: 0.3379, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.504, predictive_accuracy: 0.5071, prior_entropy: 1.539, recall: 0.5071, relative_absolute_error: 0.7844, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4833, root_relative_squared_error: 1.0414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7272, f_measure: 0.5394, kappa: 0.2852, kb_relative_information_score: 0.2518, mean_absolute_error: 0.3514, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5401, predictive_accuracy: 0.5404, prior_entropy: 1.539, recall: 0.5404, relative_absolute_error: 0.8157, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4298, root_relative_squared_error: 0.9261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7392, f_measure: 0.5644, kappa: 0.3246, kb_relative_information_score: 0.269, mean_absolute_error: 0.3448, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5665, predictive_accuracy: 0.5642, prior_entropy: 1.539, recall: 0.5642, relative_absolute_error: 0.8002, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4256, root_relative_squared_error: 0.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7406, f_measure: 0.5669, kappa: 0.3279, kb_relative_information_score: 0.2703, mean_absolute_error: 0.3434, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.571, predictive_accuracy: 0.5675, prior_entropy: 1.539, recall: 0.5675, relative_absolute_error: 0.7971, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4246, root_relative_squared_error: 0.9148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.718, f_measure: 0.5503, kappa: 0.3035, kb_relative_information_score: 0.2841, mean_absolute_error: 0.3373, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.552, predictive_accuracy: 0.5492, prior_entropy: 1.539, recall: 0.5492, relative_absolute_error: 0.7829, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4456, root_relative_squared_error: 0.9601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7097, f_measure: 0.5225, kappa: 0.2603, kb_relative_information_score: 0.2841, mean_absolute_error: 0.3362, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5225, predictive_accuracy: 0.5227, prior_entropy: 1.539, recall: 0.5227, relative_absolute_error: 0.7803, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.462, root_relative_squared_error: 0.9954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, kappa: -0.0007, kb_relative_information_score: 0.1149, mean_absolute_error: 0.4037, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.3944, prior_entropy: 1.539, recall: 0.3944, relative_absolute_error: 0.9371, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6354, root_relative_squared_error: 1.369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6707, f_measure: 0.5225, kappa: 0.2614, kb_relative_information_score: 0.2251, mean_absolute_error: 0.3647, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5229, predictive_accuracy: 0.5221, prior_entropy: 1.539, recall: 0.5221, relative_absolute_error: 0.8465, 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: 0.7114, f_measure: 0.5346, kappa: 0.2791, kb_relative_information_score: 0.2847, mean_absolute_error: 0.3364, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5363, predictive_accuracy: 0.5336, prior_entropy: 1.539, recall: 0.5336, relative_absolute_error: 0.7808, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4542, root_relative_squared_error: 0.9787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7075, f_measure: 0.5228, kappa: 0.2598, kb_relative_information_score: 0.2801, mean_absolute_error: 0.338, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5229, predictive_accuracy: 0.5241, prior_entropy: 1.539, recall: 0.5241, relative_absolute_error: 0.7845, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4579, root_relative_squared_error: 0.9867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6989, f_measure: 0.5102, kappa: 0.2402, kb_relative_information_score: 0.2901, mean_absolute_error: 0.3325, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5096, predictive_accuracy: 0.5119, prior_entropy: 1.539, recall: 0.5119, relative_absolute_error: 0.7719, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4924, root_relative_squared_error: 1.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.721, f_measure: 0.5429, kappa: 0.2915, kb_relative_information_score: 0.2773, mean_absolute_error: 0.3406, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5446, predictive_accuracy: 0.5424, prior_entropy: 1.539, recall: 0.5424, relative_absolute_error: 0.7906, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4389, root_relative_squared_error: 0.9457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.3345, kappa: 0.0003, kb_relative_information_score: 0.0803, mean_absolute_error: 0.4272, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3535, predictive_accuracy: 0.3591, prior_entropy: 1.539, recall: 0.3591, relative_absolute_error: 0.9917, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6536, root_relative_squared_error: 1.4084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7308, f_measure: 0.5517, kappa: 0.3041, kb_relative_information_score: 0.2676, mean_absolute_error: 0.3453, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5515, predictive_accuracy: 0.5533, prior_entropy: 1.539, recall: 0.5533, relative_absolute_error: 0.8015, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4315, root_relative_squared_error: 0.9296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7041, f_measure: 0.5215, kappa: 0.2581, kb_relative_information_score: 0.2926, mean_absolute_error: 0.3317, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5218, predictive_accuracy: 0.5221, prior_entropy: 1.539, recall: 0.5221, relative_absolute_error: 0.77, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4812, root_relative_squared_error: 1.0369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.692, f_measure: 0.5184, kappa: 0.253, kb_relative_information_score: 0.2458, mean_absolute_error: 0.3552, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5178, predictive_accuracy: 0.5193, prior_entropy: 1.539, recall: 0.5193, relative_absolute_error: 0.8245, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4527, root_relative_squared_error: 0.9754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.687, f_measure: 0.5058, kappa: 0.234, kb_relative_information_score: 0.2916, mean_absolute_error: 0.3304, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5055, predictive_accuracy: 0.5064, prior_entropy: 1.539, recall: 0.5064, relative_absolute_error: 0.7669, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5427, root_relative_squared_error: 1.1694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7078, f_measure: 0.5143, kappa: 0.2476, kb_relative_information_score: 0.2793, mean_absolute_error: 0.3379, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5144, predictive_accuracy: 0.5146, prior_entropy: 1.539, recall: 0.5146, relative_absolute_error: 0.7842, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4623, root_relative_squared_error: 0.9961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6882, f_measure: 0.5063, kappa: 0.234, kb_relative_information_score: 0.292, mean_absolute_error: 0.3305, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5066, predictive_accuracy: 0.5071, prior_entropy: 1.539, recall: 0.5071, relative_absolute_error: 0.7672, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5374, root_relative_squared_error: 1.1579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6972, f_measure: 0.5307, kappa: 0.2744, kb_relative_information_score: 0.2808, mean_absolute_error: 0.3391, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5335, predictive_accuracy: 0.5289, prior_entropy: 1.539, recall: 0.5289, relative_absolute_error: 0.7871, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4692, root_relative_squared_error: 1.0109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kappa: -0.0012, kb_relative_information_score: 0.1271, mean_absolute_error: 0.396, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.406, prior_entropy: 1.539, recall: 0.406, relative_absolute_error: 0.9192, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6293, root_relative_squared_error: 1.3559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7179, f_measure: 0.5446, kappa: 0.2922, kb_relative_information_score: 0.2262, mean_absolute_error: 0.3641, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5438, predictive_accuracy: 0.5485, prior_entropy: 1.539, recall: 0.5485, relative_absolute_error: 0.845, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4329, root_relative_squared_error: 0.9327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6985, f_measure: 0.4968, kappa: 0.2199, kb_relative_information_score: 0.2821, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4966, predictive_accuracy: 0.4976, prior_entropy: 1.539, recall: 0.4976, relative_absolute_error: 0.7781, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4945, root_relative_squared_error: 1.0655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6842, f_measure: 0.5087, kappa: 0.2384, kb_relative_information_score: 0.295, mean_absolute_error: 0.3285, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5079, predictive_accuracy: 0.5098, prior_entropy: 1.539, recall: 0.5098, relative_absolute_error: 0.7624, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5423, root_relative_squared_error: 1.1684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7053, f_measure: 0.5119, kappa: 0.2434, kb_relative_information_score: 0.2899, mean_absolute_error: 0.3322, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.512, predictive_accuracy: 0.5126, prior_entropy: 1.539, recall: 0.5126, relative_absolute_error: 0.7711, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4798, root_relative_squared_error: 1.0339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7122, f_measure: 0.536, kappa: 0.2814, kb_relative_information_score: 0.2918, mean_absolute_error: 0.3332, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5367, predictive_accuracy: 0.5356, prior_entropy: 1.539, recall: 0.5356, relative_absolute_error: 0.7735, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4599, root_relative_squared_error: 0.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, kappa: -0.0011, kb_relative_information_score: 0.1066, mean_absolute_error: 0.4091, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, predictive_accuracy: 0.3863, prior_entropy: 1.539, recall: 0.3863, relative_absolute_error: 0.9497, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6396, root_relative_squared_error: 1.3782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7008, f_measure: 0.5089, kappa: 0.2393, kb_relative_information_score: 0.2818, mean_absolute_error: 0.3367, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5095, predictive_accuracy: 0.5085, prior_entropy: 1.539, recall: 0.5085, relative_absolute_error: 0.7814, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.472, root_relative_squared_error: 1.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6473, f_measure: 0.4836, kappa: 0.2009, kb_relative_information_score: 0.2208, mean_absolute_error: 0.3659, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.484, predictive_accuracy: 0.4834, prior_entropy: 1.539, recall: 0.4834, relative_absolute_error: 0.8493, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4875, root_relative_squared_error: 1.0505,

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

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

OpenML APIs