OpenML
Supervised Classification on first-order-theorem-proving

Supervised Classification on first-order-theorem-proving

Task 9985 Supervised Classification first-order-theorem-proving 18740 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_50 study_7 study_98 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7369, f_measure: 0.4556, kappa: 0.2736, kb_relative_information_score: 195.2168, mean_absolute_error: 0.2769, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4591, predictive_accuracy: 0.4948, prior_entropy: 2.3005, recall: 0.4948, relative_absolute_error: 1.104, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3715, root_relative_squared_error: 1.0491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, f_measure: 0.5839, kappa: 0.4499, kb_relative_information_score: 2317.6772, mean_absolute_error: 0.1812, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5828, predictive_accuracy: 0.6069, prior_entropy: 2.3005, recall: 0.6069, relative_absolute_error: 0.7227, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2955, root_relative_squared_error: 0.8346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.715, kappa: 0.1411, kb_relative_information_score: 176.2453, mean_absolute_error: 0.2776, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4488, prior_entropy: 2.3005, recall: 0.4488, relative_absolute_error: 1.1071, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3725, root_relative_squared_error: 1.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7676, f_measure: 0.5117, kappa: 0.3495, kb_relative_information_score: 581.6421, mean_absolute_error: 0.263, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5143, predictive_accuracy: 0.5201, prior_entropy: 2.3005, recall: 0.5201, relative_absolute_error: 1.0489, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.356, root_relative_squared_error: 1.0054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8624, f_measure: 0.587, kappa: 0.454, kb_relative_information_score: 2313.0382, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5849, predictive_accuracy: 0.6084, prior_entropy: 2.3005, recall: 0.6084, relative_absolute_error: 0.7176, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2955, root_relative_squared_error: 0.8346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7785, f_measure: 0.5135, kappa: 0.3549, kb_relative_information_score: 473.5805, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5234, predictive_accuracy: 0.5474, prior_entropy: 2.3005, recall: 0.5474, relative_absolute_error: 1.0613, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3587, root_relative_squared_error: 1.0132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8002, f_measure: 0.5209, kappa: 0.3634, kb_relative_information_score: 2200.9394, mean_absolute_error: 0.1839, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5146, predictive_accuracy: 0.5343, prior_entropy: 2.3005, recall: 0.5343, relative_absolute_error: 0.7332, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7879, f_measure: 0.5356, kappa: 0.383, kb_relative_information_score: 2420.3451, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.531, predictive_accuracy: 0.5422, prior_entropy: 2.3005, recall: 0.5422, relative_absolute_error: 0.6772, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.9254,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7947, f_measure: 0.5167, kappa: 0.3587, kb_relative_information_score: 2124.9019, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5098, predictive_accuracy: 0.5314, prior_entropy: 2.3005, recall: 0.5314, relative_absolute_error: 0.7376, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.9099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.5901, kappa: 0.4581, kb_relative_information_score: 2325.8476, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5908, predictive_accuracy: 0.6126, prior_entropy: 2.3005, recall: 0.6126, relative_absolute_error: 0.7202, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2944, root_relative_squared_error: 0.8313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.867, f_measure: 0.5891, kappa: 0.4564, kb_relative_information_score: 2352.406, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5877, predictive_accuracy: 0.6107, prior_entropy: 2.3005, recall: 0.6107, relative_absolute_error: 0.7158, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2938, root_relative_squared_error: 0.8298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.5945, kappa: 0.4639, kb_relative_information_score: 2420.9348, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5916, predictive_accuracy: 0.6143, prior_entropy: 2.3005, recall: 0.6143, relative_absolute_error: 0.7031, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.8245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.728, kappa: 0.1033, kb_relative_information_score: 518.6208, mean_absolute_error: 0.2519, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4546, prior_entropy: 2.3005, recall: 0.4546, relative_absolute_error: 1.0043, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3454, root_relative_squared_error: 0.9756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8298, f_measure: 0.5356, kappa: 0.3868, kb_relative_information_score: 208.9442, mean_absolute_error: 0.2759, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5444, predictive_accuracy: 0.568, prior_entropy: 2.3005, recall: 0.568, relative_absolute_error: 1.1003, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3702, root_relative_squared_error: 1.0456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.867, f_measure: 0.592, kappa: 0.4603, kb_relative_information_score: 2369.293, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5911, predictive_accuracy: 0.6134, prior_entropy: 2.3005, recall: 0.6134, relative_absolute_error: 0.7161, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2939, root_relative_squared_error: 0.8302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7759, f_measure: 0.5414, kappa: 0.3898, kb_relative_information_score: 2493.9273, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.541, predictive_accuracy: 0.5428, prior_entropy: 2.3005, recall: 0.5428, relative_absolute_error: 0.657, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3382, root_relative_squared_error: 0.9552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8686, f_measure: 0.5973, kappa: 0.4672, kb_relative_information_score: 2433.1032, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.595, predictive_accuracy: 0.6172, prior_entropy: 2.3005, recall: 0.6172, relative_absolute_error: 0.7053, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.8259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.795, f_measure: 0.5336, kappa: 0.381, kb_relative_information_score: 2261.3459, mean_absolute_error: 0.1781, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5276, predictive_accuracy: 0.5436, prior_entropy: 2.3005, recall: 0.5436, relative_absolute_error: 0.7102, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.9111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8006, f_measure: 0.5208, kappa: 0.3632, kb_relative_information_score: 2201.2464, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5145, predictive_accuracy: 0.5343, prior_entropy: 2.3005, recall: 0.5343, relative_absolute_error: 0.733, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3191, root_relative_squared_error: 0.9012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7871, f_measure: 0.5389, kappa: 0.3871, kb_relative_information_score: 2529.4499, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5367, predictive_accuracy: 0.5423, prior_entropy: 2.3005, recall: 0.5423, relative_absolute_error: 0.6626, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3307, root_relative_squared_error: 0.9341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8649, f_measure: 0.5877, kappa: 0.4544, kb_relative_information_score: 2355.6533, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5866, predictive_accuracy: 0.6093, prior_entropy: 2.3005, recall: 0.6093, relative_absolute_error: 0.7166, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.8325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6121, f_measure: 0.1374, kappa: 0.0595, kb_relative_information_score: 358.364, mean_absolute_error: 0.2754, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3603, predictive_accuracy: 0.172, prior_entropy: 2.3005, recall: 0.172, relative_absolute_error: 1.0984, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5082, root_relative_squared_error: 1.4354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8731, f_measure: 0.6181, kappa: 0.495, kb_relative_information_score: 2641.7368, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6135, predictive_accuracy: 0.6326, prior_entropy: 2.3005, recall: 0.6326, relative_absolute_error: 0.6648, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.8148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8539, f_measure: 0.6123, kappa: 0.4863, kb_relative_information_score: 208.7089, mean_absolute_error: 0.2764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6072, predictive_accuracy: 0.6229, prior_entropy: 2.3005, recall: 0.6229, relative_absolute_error: 1.1022, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3708, root_relative_squared_error: 1.0473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7894, f_measure: 0.536, kappa: 0.3834, kb_relative_information_score: 2460.1733, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5337, predictive_accuracy: 0.5397, prior_entropy: 2.3005, recall: 0.5397, relative_absolute_error: 0.679, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3277, root_relative_squared_error: 0.9256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.779, f_measure: 0.5422, kappa: 0.3909, kb_relative_information_score: 2610.5712, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5423, predictive_accuracy: 0.5432, prior_entropy: 2.3005, recall: 0.5432, relative_absolute_error: 0.6419, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3358, root_relative_squared_error: 0.9483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8398, f_measure: 0.6133, kappa: 0.4872, kb_relative_information_score: 211.7288, mean_absolute_error: 0.2764, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6088, predictive_accuracy: 0.6218, prior_entropy: 2.3005, recall: 0.6218, relative_absolute_error: 1.1021, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3708, root_relative_squared_error: 1.0473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.6142, kappa: 0.4888, kb_relative_information_score: 219.8859, mean_absolute_error: 0.2759, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6094, predictive_accuracy: 0.625, prior_entropy: 2.3005, recall: 0.625, relative_absolute_error: 1.1002, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3702, root_relative_squared_error: 1.0455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8706, f_measure: 0.609, kappa: 0.4829, kb_relative_information_score: 2619.3067, mean_absolute_error: 0.1672, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6044, predictive_accuracy: 0.6246, prior_entropy: 2.3005, recall: 0.6246, relative_absolute_error: 0.6669, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2898, root_relative_squared_error: 0.8185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8508, f_measure: 0.6023, kappa: 0.4728, kb_relative_information_score: 2972.1812, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6005, predictive_accuracy: 0.6169, prior_entropy: 2.3005, recall: 0.6169, relative_absolute_error: 0.5639, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.31, root_relative_squared_error: 0.8757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7915, f_measure: 0.5412, kappa: 0.3903, kb_relative_information_score: 2517.1516, mean_absolute_error: 0.1674, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5381, predictive_accuracy: 0.5464, prior_entropy: 2.3005, recall: 0.5464, relative_absolute_error: 0.6675, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3274, root_relative_squared_error: 0.9246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8584, f_measure: 0.566, kappa: 0.4256, kb_relative_information_score: 2134.7855, mean_absolute_error: 0.1881, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5705, predictive_accuracy: 0.5941, prior_entropy: 2.3005, recall: 0.5941, relative_absolute_error: 0.75, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2992, root_relative_squared_error: 0.8451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.5652, kappa: 0.4244, kb_relative_information_score: 2148.3537, mean_absolute_error: 0.1885, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5691, predictive_accuracy: 0.5932, prior_entropy: 2.3005, recall: 0.5932, relative_absolute_error: 0.7517, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, f_measure: 0.5719, kappa: 0.4338, kb_relative_information_score: 2172.4434, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5731, predictive_accuracy: 0.5976, prior_entropy: 2.3005, recall: 0.5976, relative_absolute_error: 0.7414, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2985, root_relative_squared_error: 0.8431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8569, f_measure: 0.5691, kappa: 0.4301, kb_relative_information_score: 2174.7163, mean_absolute_error: 0.1869, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5715, predictive_accuracy: 0.5958, prior_entropy: 2.3005, recall: 0.5958, relative_absolute_error: 0.7455, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.8456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, f_measure: 0.6044, kappa: 0.4771, kb_relative_information_score: 2521.9706, mean_absolute_error: 0.1719, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6008, predictive_accuracy: 0.6221, prior_entropy: 2.3005, recall: 0.6221, relative_absolute_error: 0.6856, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2899, root_relative_squared_error: 0.8186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8709, f_measure: 0.6106, kappa: 0.485, kb_relative_information_score: 2650.1562, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6055, predictive_accuracy: 0.6247, prior_entropy: 2.3005, recall: 0.6247, relative_absolute_error: 0.6549, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2898, root_relative_squared_error: 0.8183,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8394, f_measure: 0.5853, kappa: 0.4501, kb_relative_information_score: 1994.5215, mean_absolute_error: 0.2036, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5878, predictive_accuracy: 0.6049, prior_entropy: 2.3005, recall: 0.6049, relative_absolute_error: 0.8118, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3092, root_relative_squared_error: 0.8733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.718, kappa: 0.1306, kb_relative_information_score: 182.2067, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.458, prior_entropy: 2.3005, recall: 0.458, relative_absolute_error: 1.1052, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3718, root_relative_squared_error: 1.0502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7976, f_measure: 0.5364, kappa: 0.3832, kb_relative_information_score: 575.1819, mean_absolute_error: 0.2641, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5358, predictive_accuracy: 0.5443, prior_entropy: 2.3005, recall: 0.5443, relative_absolute_error: 1.0533, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3567, root_relative_squared_error: 1.0075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6786, kappa: 0.0954, kb_relative_information_score: 177.5108, mean_absolute_error: 0.2775, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4413, prior_entropy: 2.3005, recall: 0.4413, relative_absolute_error: 1.1064, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3722, root_relative_squared_error: 1.0513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7763, f_measure: 0.4893, kappa: 0.3265, kb_relative_information_score: 183.4408, mean_absolute_error: 0.2774, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.514, predictive_accuracy: 0.5337, prior_entropy: 2.3005, recall: 0.5337, relative_absolute_error: 1.106, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3721, root_relative_squared_error: 1.0509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8022, f_measure: 0.5246, kappa: 0.3683, kb_relative_information_score: 2224.4895, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5182, predictive_accuracy: 0.5371, prior_entropy: 2.3005, recall: 0.5371, relative_absolute_error: 0.7287, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.9002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.5303, kappa: 0.3761, kb_relative_information_score: 2329.3883, mean_absolute_error: 0.1742, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5255, predictive_accuracy: 0.5379, prior_entropy: 2.3005, recall: 0.5379, relative_absolute_error: 0.6946, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9211,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7908, f_measure: 0.5378, kappa: 0.3859, kb_relative_information_score: 2403.5946, mean_absolute_error: 0.1707, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5338, predictive_accuracy: 0.5436, prior_entropy: 2.3005, recall: 0.5436, relative_absolute_error: 0.6807, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.9233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8453, f_measure: 0.5337, kappa: 0.3835, kb_relative_information_score: 1911.1764, mean_absolute_error: 0.1965, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5462, predictive_accuracy: 0.5718, prior_entropy: 2.3005, recall: 0.5718, relative_absolute_error: 0.7835, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3056, root_relative_squared_error: 0.8632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8556, f_measure: 0.6025, kappa: 0.4722, kb_relative_information_score: 3024.9309, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6008, predictive_accuracy: 0.6154, prior_entropy: 2.3005, recall: 0.6154, relative_absolute_error: 0.5343, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.91,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8468, f_measure: 0.5358, kappa: 0.3849, kb_relative_information_score: 1938.4674, mean_absolute_error: 0.1956, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.547, predictive_accuracy: 0.5721, prior_entropy: 2.3005, recall: 0.5721, relative_absolute_error: 0.7798, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.305, root_relative_squared_error: 0.8614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.5543, kappa: 0.41, kb_relative_information_score: 2067.9112, mean_absolute_error: 0.1904, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5613, predictive_accuracy: 0.585, prior_entropy: 2.3005, recall: 0.585, relative_absolute_error: 0.7594, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3012, root_relative_squared_error: 0.8506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8595, f_measure: 0.5722, kappa: 0.4342, kb_relative_information_score: 2220.0324, mean_absolute_error: 0.1851, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5726, predictive_accuracy: 0.5973, prior_entropy: 2.3005, recall: 0.5973, relative_absolute_error: 0.7382, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2982, root_relative_squared_error: 0.8421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8479, f_measure: 0.5993, kappa: 0.4691, kb_relative_information_score: 2557.0088, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6003, predictive_accuracy: 0.6149, prior_entropy: 2.3005, recall: 0.6149, relative_absolute_error: 0.686, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2992, root_relative_squared_error: 0.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.868, f_measure: 0.5972, kappa: 0.4676, kb_relative_information_score: 2427.3389, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5937, predictive_accuracy: 0.6164, prior_entropy: 2.3005, recall: 0.6164, relative_absolute_error: 0.6985, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.8259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.823, f_measure: 0.5904, kappa: 0.4548, kb_relative_information_score: 187.5016, mean_absolute_error: 0.2773, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.591, predictive_accuracy: 0.5922, prior_entropy: 2.3005, recall: 0.5922, relative_absolute_error: 1.1058, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.372, root_relative_squared_error: 1.0507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7681, f_measure: 0.5421, kappa: 0.3908, kb_relative_information_score: 2559.0215, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5423, predictive_accuracy: 0.5432, prior_entropy: 2.3005, recall: 0.5432, relative_absolute_error: 0.6453, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3416, root_relative_squared_error: 0.9648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.805, f_measure: 0.5279, kappa: 0.3728, kb_relative_information_score: 2265.897, mean_absolute_error: 0.1811, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5216, predictive_accuracy: 0.5404, prior_entropy: 2.3005, recall: 0.5404, relative_absolute_error: 0.722, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.318, root_relative_squared_error: 0.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.5914, kappa: 0.4595, kb_relative_information_score: 2358.9269, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5893, predictive_accuracy: 0.6123, prior_entropy: 2.3005, recall: 0.6123, relative_absolute_error: 0.7134, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2935, root_relative_squared_error: 0.8288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7773, f_measure: 0.5457, kappa: 0.396, kb_relative_information_score: 2547.0251, mean_absolute_error: 0.163, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5446, predictive_accuracy: 0.5477, prior_entropy: 2.3005, recall: 0.5477, relative_absolute_error: 0.6499, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.9479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8684, f_measure: 0.5988, kappa: 0.4691, kb_relative_information_score: 2438.7886, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5967, predictive_accuracy: 0.6183, prior_entropy: 2.3005, recall: 0.6183, relative_absolute_error: 0.7043, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.8259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.784, f_measure: 0.5377, kappa: 0.3837, kb_relative_information_score: 569.4365, mean_absolute_error: 0.2639, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5407, predictive_accuracy: 0.549, prior_entropy: 2.3005, recall: 0.549, relative_absolute_error: 1.0525, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3567, root_relative_squared_error: 1.0073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.5932, kappa: 0.4618, kb_relative_information_score: 2374.6527, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5914, predictive_accuracy: 0.6139, prior_entropy: 2.3005, recall: 0.6139, relative_absolute_error: 0.7155, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2939, root_relative_squared_error: 0.8299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7489, f_measure: 0.5513, kappa: 0.4032, kb_relative_information_score: 2666.7974, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5562, predictive_accuracy: 0.5474, prior_entropy: 2.3005, recall: 0.5474, relative_absolute_error: 0.606, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3603, root_relative_squared_error: 1.0176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7948, f_measure: 0.5332, kappa: 0.3797, kb_relative_information_score: 2431.1579, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5294, predictive_accuracy: 0.5394, prior_entropy: 2.3005, recall: 0.5394, relative_absolute_error: 0.6872, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.9181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.5429, kappa: 0.3949, kb_relative_information_score: 1976.3202, mean_absolute_error: 0.194, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5534, predictive_accuracy: 0.5775, prior_entropy: 2.3005, recall: 0.5775, relative_absolute_error: 0.7736, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.8579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8354, f_measure: 0.5846, kappa: 0.448, kb_relative_information_score: 2542.5998, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5812, predictive_accuracy: 0.5912, prior_entropy: 2.3005, recall: 0.5912, relative_absolute_error: 0.6936, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3082, root_relative_squared_error: 0.8703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8438, f_measure: 0.5967, kappa: 0.4652, kb_relative_information_score: 2984.9684, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5918, predictive_accuracy: 0.6084, prior_entropy: 2.3005, recall: 0.6084, relative_absolute_error: 0.5275, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7893, f_measure: 0.5363, kappa: 0.3838, kb_relative_information_score: 2460.1957, mean_absolute_error: 0.1703, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5338, predictive_accuracy: 0.5402, prior_entropy: 2.3005, recall: 0.5402, relative_absolute_error: 0.679, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.9253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8392, f_measure: 0.5983, kappa: 0.4678, kb_relative_information_score: 1763.9372, mean_absolute_error: 0.2153, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6028, predictive_accuracy: 0.6152, prior_entropy: 2.3005, recall: 0.6152, relative_absolute_error: 0.8586, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3153, root_relative_squared_error: 0.8905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8685, f_measure: 0.5991, kappa: 0.4704, kb_relative_information_score: 2433.6697, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5958, predictive_accuracy: 0.6183, prior_entropy: 2.3005, recall: 0.6183, relative_absolute_error: 0.6971, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.8252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.778, f_measure: 0.4957, kappa: 0.333, kb_relative_information_score: 522.0106, mean_absolute_error: 0.2633, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5111, predictive_accuracy: 0.5391, prior_entropy: 2.3005, recall: 0.5391, relative_absolute_error: 1.0501, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3556, root_relative_squared_error: 1.0044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8721, f_measure: 0.6068, kappa: 0.4803, kb_relative_information_score: 2581.9442, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6028, predictive_accuracy: 0.6239, prior_entropy: 2.3005, recall: 0.6239, relative_absolute_error: 0.6768, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.8181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8604, f_measure: 0.5752, kappa: 0.4377, kb_relative_information_score: 2215.3155, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5768, predictive_accuracy: 0.6005, prior_entropy: 2.3005, recall: 0.6005, relative_absolute_error: 0.7401, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2979, root_relative_squared_error: 0.8413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8487, f_measure: 0.5413, kappa: 0.3937, kb_relative_information_score: 2013.1629, mean_absolute_error: 0.1932, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5492, predictive_accuracy: 0.576, prior_entropy: 2.3005, recall: 0.576, relative_absolute_error: 0.7705, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.8575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.768, f_measure: 0.5278, kappa: 0.373, kb_relative_information_score: 389.848, mean_absolute_error: 0.2699, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5326, predictive_accuracy: 0.5494, prior_entropy: 2.3005, recall: 0.5494, relative_absolute_error: 1.0761, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.363, root_relative_squared_error: 1.0253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.825, f_measure: 0.5903, kappa: 0.4552, kb_relative_information_score: 188.2769, mean_absolute_error: 0.2773, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5889, predictive_accuracy: 0.5924, prior_entropy: 2.3005, recall: 0.5924, relative_absolute_error: 1.1058, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.372, root_relative_squared_error: 1.0507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8587, f_measure: 0.6103, kappa: 0.4829, kb_relative_information_score: 3056.6667, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6074, predictive_accuracy: 0.621, prior_entropy: 2.3005, recall: 0.621, relative_absolute_error: 0.5233, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.9168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8153, f_measure: 0.5436, kappa: 0.3928, kb_relative_information_score: 1674.303, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.542, predictive_accuracy: 0.5489, prior_entropy: 2.3005, recall: 0.5489, relative_absolute_error: 0.876, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.322, root_relative_squared_error: 0.9095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.5624, kappa: 0.4203, kb_relative_information_score: 2164.6871, mean_absolute_error: 0.188, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5663, predictive_accuracy: 0.5902, prior_entropy: 2.3005, recall: 0.5902, relative_absolute_error: 0.7496, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.8456,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8578, f_measure: 0.6104, kappa: 0.4834, kb_relative_information_score: 221.8307, mean_absolute_error: 0.2757, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6057, predictive_accuracy: 0.6211, prior_entropy: 2.3005, recall: 0.6211, relative_absolute_error: 1.0996, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.37, root_relative_squared_error: 1.0449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7966, f_measure: 0.5191, kappa: 0.3615, kb_relative_information_score: 2169.6063, mean_absolute_error: 0.1826, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5117, predictive_accuracy: 0.5315, prior_entropy: 2.3005, recall: 0.5315, relative_absolute_error: 0.7284, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8676, f_measure: 0.595, kappa: 0.4645, kb_relative_information_score: 2446.1039, mean_absolute_error: 0.1757, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5921, predictive_accuracy: 0.6149, prior_entropy: 2.3005, recall: 0.6149, relative_absolute_error: 0.7007, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2928, root_relative_squared_error: 0.8268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.6035, kappa: 0.4757, kb_relative_information_score: 2563.9036, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5997, predictive_accuracy: 0.621, prior_entropy: 2.3005, recall: 0.621, relative_absolute_error: 0.6798, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.8197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7995, f_measure: 0.5337, kappa: 0.3806, kb_relative_information_score: 2396.2727, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.53, predictive_accuracy: 0.5402, prior_entropy: 2.3005, recall: 0.5402, relative_absolute_error: 0.6967, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.9077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7437, f_measure: 0.5508, kappa: 0.4027, kb_relative_information_score: 2674.5005, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5576, predictive_accuracy: 0.5464, prior_entropy: 2.3005, recall: 0.5464, relative_absolute_error: 0.6005, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3622, root_relative_squared_error: 1.0231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8315, f_measure: 0.6029, kappa: 0.4727, kb_relative_information_score: 189.748, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6001, predictive_accuracy: 0.6108, prior_entropy: 2.3005, recall: 0.6108, relative_absolute_error: 1.1054, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3719, root_relative_squared_error: 1.0504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8593, f_measure: 0.5675, kappa: 0.4285, kb_relative_information_score: 2143.3566, mean_absolute_error: 0.1875, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5704, predictive_accuracy: 0.5955, prior_entropy: 2.3005, recall: 0.5955, relative_absolute_error: 0.7477, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.299, root_relative_squared_error: 0.8444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8602, f_measure: 0.6142, kappa: 0.4881, kb_relative_information_score: 3086.6265, mean_absolute_error: 0.1311, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6113, predictive_accuracy: 0.6244, prior_entropy: 2.3005, recall: 0.6244, relative_absolute_error: 0.5228, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3205, root_relative_squared_error: 0.9051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7945, f_measure: 0.5313, kappa: 0.3775, kb_relative_information_score: 2290.249, mean_absolute_error: 0.1762, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.526, predictive_accuracy: 0.5399, prior_entropy: 2.3005, recall: 0.5399, relative_absolute_error: 0.7028, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.323, root_relative_squared_error: 0.9122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7891, f_measure: 0.5344, kappa: 0.3813, kb_relative_information_score: 2420.2296, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5298, predictive_accuracy: 0.5409, prior_entropy: 2.3005, recall: 0.5409, relative_absolute_error: 0.6769, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.9253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8731, f_measure: 0.6103, kappa: 0.4849, kb_relative_information_score: 2579.3608, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6062, predictive_accuracy: 0.6268, prior_entropy: 2.3005, recall: 0.6268, relative_absolute_error: 0.6721, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2891, root_relative_squared_error: 0.8166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8537, f_measure: 0.6075, kappa: 0.4794, kb_relative_information_score: 2488.0804, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6076, predictive_accuracy: 0.6213, prior_entropy: 2.3005, recall: 0.6213, relative_absolute_error: 0.7105, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2973, root_relative_squared_error: 0.8395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8534, f_measure: 0.6033, kappa: 0.4739, kb_relative_information_score: 3031.7275, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6005, predictive_accuracy: 0.6167, prior_entropy: 2.3005, recall: 0.6167, relative_absolute_error: 0.531, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.9136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8046, f_measure: 0.5262, kappa: 0.3704, kb_relative_information_score: 2278.3826, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5201, predictive_accuracy: 0.5386, prior_entropy: 2.3005, recall: 0.5386, relative_absolute_error: 0.7189, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.318, root_relative_squared_error: 0.8982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7905, f_measure: 0.5342, kappa: 0.3812, kb_relative_information_score: 2376.6227, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5296, predictive_accuracy: 0.5407, prior_entropy: 2.3005, recall: 0.5407, relative_absolute_error: 0.6866, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.9224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8261, f_measure: 0.5732, kappa: 0.4326, kb_relative_information_score: 190.0552, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5692, predictive_accuracy: 0.5789, prior_entropy: 2.3005, recall: 0.5789, relative_absolute_error: 1.1055, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3719, root_relative_squared_error: 1.0504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8587, f_measure: 0.5664, kappa: 0.4258, kb_relative_information_score: 2182.5545, mean_absolute_error: 0.1869, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5686, predictive_accuracy: 0.5928, prior_entropy: 2.3005, recall: 0.5928, relative_absolute_error: 0.7454, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2988, root_relative_squared_error: 0.844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8718, f_measure: 0.6186, kappa: 0.4949, kb_relative_information_score: 2739.6858, mean_absolute_error: 0.1607, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6141, predictive_accuracy: 0.6306, prior_entropy: 2.3005, recall: 0.6306, relative_absolute_error: 0.641, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.8169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8537, f_measure: 0.5537, kappa: 0.4102, kb_relative_information_score: 2082.9732, mean_absolute_error: 0.1908, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5583, predictive_accuracy: 0.585, prior_entropy: 2.3005, recall: 0.585, relative_absolute_error: 0.7608, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.8517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8655, f_measure: 0.5973, kappa: 0.467, kb_relative_information_score: 2587.0896, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5918, predictive_accuracy: 0.6125, prior_entropy: 2.3005, recall: 0.6125, relative_absolute_error: 0.6719, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2921, root_relative_squared_error: 0.8251,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

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From your own software

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

OpenML APIs