OpenML
Supervised Classification on first-order-theorem-proving

Supervised Classification on first-order-theorem-proving

Task 9985 Supervised Classification first-order-theorem-proving 18738 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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18738 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.849, f_measure: 0.5795, kappa: 0.4422, kb_relative_information_score: 0.4222, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5736, predictive_accuracy: 0.5915, prior_entropy: 2.3, recall: 0.5915, relative_absolute_error: 0.6684, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.8518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8471, f_measure: 0.5726, kappa: 0.4333, kb_relative_information_score: 0.3534, mean_absolute_error: 0.1872, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5702, predictive_accuracy: 0.594, prior_entropy: 2.3, recall: 0.594, relative_absolute_error: 0.7464, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.301, root_relative_squared_error: 0.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, kappa: -0.0003, kb_relative_information_score: 0.01, mean_absolute_error: 0.2757, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.1729, prior_entropy: 2.3, recall: 0.1729, relative_absolute_error: 1.0994, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5251, root_relative_squared_error: 1.4829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8302, f_measure: 0.5462, kappa: 0.3976, kb_relative_information_score: 0.333, mean_absolute_error: 0.1921, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5446, predictive_accuracy: 0.5701, prior_entropy: 2.3, recall: 0.5701, relative_absolute_error: 0.766, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3068, root_relative_squared_error: 0.8665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.6082, kappa: 0.4805, kb_relative_information_score: 0.467, mean_absolute_error: 0.1515, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6033, predictive_accuracy: 0.6175, prior_entropy: 2.3, recall: 0.6175, relative_absolute_error: 0.6042, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3, root_relative_squared_error: 0.8473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.5998, kappa: 0.4693, kb_relative_information_score: 0.4325, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5946, predictive_accuracy: 0.612, prior_entropy: 2.3, recall: 0.612, relative_absolute_error: 0.6556, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2955, root_relative_squared_error: 0.8344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8644, f_measure: 0.6037, kappa: 0.4747, kb_relative_information_score: 0.447, mean_absolute_error: 0.1597, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5989, predictive_accuracy: 0.6147, prior_entropy: 2.3, recall: 0.6147, relative_absolute_error: 0.6369, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2946, root_relative_squared_error: 0.8321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7383, kappa: 0.0837, kb_relative_information_score: 0.1356, mean_absolute_error: 0.2317, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4467, prior_entropy: 2.3, recall: 0.4467, relative_absolute_error: 0.9238, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3351, root_relative_squared_error: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8253, f_measure: 0.5346, kappa: 0.3813, kb_relative_information_score: 0.3185, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5336, predictive_accuracy: 0.5618, prior_entropy: 2.3, recall: 0.5618, relative_absolute_error: 0.779, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3086, root_relative_squared_error: 0.8715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.6108, kappa: 0.4842, kb_relative_information_score: 0.4844, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6058, predictive_accuracy: 0.62, prior_entropy: 2.3, recall: 0.62, relative_absolute_error: 0.574, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8698, f_measure: 0.6172, kappa: 0.4922, kb_relative_information_score: 0.5014, mean_absolute_error: 0.1351, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6129, predictive_accuracy: 0.6239, prior_entropy: 2.3, recall: 0.6239, relative_absolute_error: 0.5388, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3103, root_relative_squared_error: 0.8765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.868, f_measure: 0.6038, kappa: 0.4748, kb_relative_information_score: 0.4312, mean_absolute_error: 0.1652, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5993, predictive_accuracy: 0.6164, prior_entropy: 2.3, recall: 0.6164, relative_absolute_error: 0.6587, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8675, f_measure: 0.6169, kappa: 0.4921, kb_relative_information_score: 0.4929, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6121, predictive_accuracy: 0.6242, prior_entropy: 2.3, recall: 0.6242, relative_absolute_error: 0.5581, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3065, root_relative_squared_error: 0.8655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.6053, kappa: 0.4773, kb_relative_information_score: 0.4407, mean_absolute_error: 0.1624, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6004, predictive_accuracy: 0.6174, prior_entropy: 2.3, recall: 0.6174, relative_absolute_error: 0.6477, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2927, root_relative_squared_error: 0.8268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8515, f_measure: 0.5789, kappa: 0.4419, kb_relative_information_score: 0.3831, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5746, predictive_accuracy: 0.5958, prior_entropy: 2.3, recall: 0.5958, relative_absolute_error: 0.7142, 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: 0.8194, f_measure: 0.5153, kappa: 0.3561, kb_relative_information_score: 0.2917, mean_absolute_error: 0.2021, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5242, predictive_accuracy: 0.5526, prior_entropy: 2.3, recall: 0.5526, relative_absolute_error: 0.806, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3116, root_relative_squared_error: 0.8801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8655, f_measure: 0.6145, kappa: 0.4888, kb_relative_information_score: 0.5033, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.61, predictive_accuracy: 0.6229, prior_entropy: 2.3, recall: 0.6229, relative_absolute_error: 0.5253, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.8975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.6065, kappa: 0.4781, kb_relative_information_score: 0.4935, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6017, predictive_accuracy: 0.6139, prior_entropy: 2.3, recall: 0.6139, relative_absolute_error: 0.5365, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3283, root_relative_squared_error: 0.9271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8698, f_measure: 0.6153, kappa: 0.49, kb_relative_information_score: 0.494, mean_absolute_error: 0.1385, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6106, predictive_accuracy: 0.6246, prior_entropy: 2.3, recall: 0.6246, relative_absolute_error: 0.5522, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3045, root_relative_squared_error: 0.8599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.872, f_measure: 0.6121, kappa: 0.486, kb_relative_information_score: 0.4531, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6078, predictive_accuracy: 0.6239, prior_entropy: 2.3, recall: 0.6239, relative_absolute_error: 0.6313, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.8207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8632, f_measure: 0.6044, kappa: 0.4754, kb_relative_information_score: 0.4903, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5995, predictive_accuracy: 0.6126, prior_entropy: 2.3, recall: 0.6126, relative_absolute_error: 0.5543, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3129, root_relative_squared_error: 0.8837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.5913, kappa: 0.4588, kb_relative_information_score: 0.4145, mean_absolute_error: 0.1701, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5856, predictive_accuracy: 0.6046, prior_entropy: 2.3, recall: 0.6046, relative_absolute_error: 0.6784, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.8358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.6029, kappa: 0.474, kb_relative_information_score: 0.4332, mean_absolute_error: 0.1649, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5982, predictive_accuracy: 0.6162, prior_entropy: 2.3, recall: 0.6162, relative_absolute_error: 0.6576, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.8253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8667, f_measure: 0.6109, kappa: 0.484, kb_relative_information_score: 0.5005, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6061, predictive_accuracy: 0.6192, prior_entropy: 2.3, recall: 0.6192, relative_absolute_error: 0.5359, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3141, root_relative_squared_error: 0.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.6183, kappa: 0.4942, kb_relative_information_score: 0.4889, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.614, predictive_accuracy: 0.6275, prior_entropy: 2.3, recall: 0.6275, relative_absolute_error: 0.5583, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3045, root_relative_squared_error: 0.8599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7901, f_measure: 0.4745, kappa: 0.2991, kb_relative_information_score: 0.243, mean_absolute_error: 0.2125, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4945, predictive_accuracy: 0.5216, prior_entropy: 2.3, recall: 0.5216, relative_absolute_error: 0.8475, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.9049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8473, f_measure: 0.572, kappa: 0.4329, kb_relative_information_score: 0.3764, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5663, predictive_accuracy: 0.5892, prior_entropy: 2.3, recall: 0.5892, relative_absolute_error: 0.7219, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3005, root_relative_squared_error: 0.8488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8743, f_measure: 0.6238, kappa: 0.5013, kb_relative_information_score: 0.491, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6191, predictive_accuracy: 0.6324, prior_entropy: 2.3, recall: 0.6324, relative_absolute_error: 0.5683, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.8369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, kappa: 0.0001, kb_relative_information_score: 0.0977, mean_absolute_error: 0.2342, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.2973, prior_entropy: 2.3, recall: 0.2973, relative_absolute_error: 0.9341, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.484, root_relative_squared_error: 1.3669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.6096, kappa: 0.483, kb_relative_information_score: 0.4604, mean_absolute_error: 0.1544, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6043, predictive_accuracy: 0.6206, prior_entropy: 2.3, recall: 0.6206, relative_absolute_error: 0.6156, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2943, root_relative_squared_error: 0.8313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8626, f_measure: 0.6143, kappa: 0.4884, kb_relative_information_score: 0.5036, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.61, predictive_accuracy: 0.6218, prior_entropy: 2.3, recall: 0.6218, relative_absolute_error: 0.5141, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, f_measure: 0.6123, kappa: 0.4859, kb_relative_information_score: 0.5046, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6078, predictive_accuracy: 0.6193, prior_entropy: 2.3, recall: 0.6193, relative_absolute_error: 0.5146, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3314, root_relative_squared_error: 0.9359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.863, f_measure: 0.5988, kappa: 0.4685, kb_relative_information_score: 0.4285, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5939, predictive_accuracy: 0.6118, prior_entropy: 2.3, recall: 0.6118, relative_absolute_error: 0.6621, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2953, root_relative_squared_error: 0.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, kappa: 0.0002, kb_relative_information_score: 0.0674, mean_absolute_error: 0.2496, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.2511, prior_entropy: 2.3, recall: 0.2511, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4996, root_relative_squared_error: 1.4111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8626, f_measure: 0.6126, kappa: 0.4864, kb_relative_information_score: 0.5035, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6082, predictive_accuracy: 0.6208, prior_entropy: 2.3, recall: 0.6208, relative_absolute_error: 0.516, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3291, root_relative_squared_error: 0.9296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8407, f_measure: 0.5939, kappa: 0.4611, kb_relative_information_score: 0.4779, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5898, predictive_accuracy: 0.5994, prior_entropy: 2.3, recall: 0.5994, relative_absolute_error: 0.5518, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3382, root_relative_squared_error: 0.9551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.872, f_measure: 0.6221, kappa: 0.4991, kb_relative_information_score: 0.4997, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6175, predictive_accuracy: 0.6299, prior_entropy: 2.3, recall: 0.6299, relative_absolute_error: 0.5458, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3049, root_relative_squared_error: 0.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, f_measure: 0.5773, kappa: 0.4386, kb_relative_information_score: 0.3617, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5779, predictive_accuracy: 0.5991, prior_entropy: 2.3, recall: 0.5991, relative_absolute_error: 0.7388, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2972, root_relative_squared_error: 0.8395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8459, f_measure: 0.5647, kappa: 0.4226, kb_relative_information_score: 0.3517, mean_absolute_error: 0.1876, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5635, predictive_accuracy: 0.5881, prior_entropy: 2.3, recall: 0.5881, relative_absolute_error: 0.748, 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: 0.8629, f_measure: 0.6127, kappa: 0.4864, kb_relative_information_score: 0.5035, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6082, predictive_accuracy: 0.62, prior_entropy: 2.3, recall: 0.62, relative_absolute_error: 0.5143, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3311, root_relative_squared_error: 0.9351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8385, f_measure: 0.3815, kappa: 0.1681, kb_relative_information_score: 0.1859, mean_absolute_error: 0.2253, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5657, predictive_accuracy: 0.4879, prior_entropy: 2.3, recall: 0.4879, relative_absolute_error: 0.8983, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.324, root_relative_squared_error: 0.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7419, kb_relative_information_score: 0.064, mean_absolute_error: 0.2426, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4175, prior_entropy: 2.3, recall: 0.4175, relative_absolute_error: 0.9675, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3441, root_relative_squared_error: 0.9718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.6134, kappa: 0.4877, kb_relative_information_score: 0.4769, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6081, predictive_accuracy: 0.6232, prior_entropy: 2.3, recall: 0.6232, relative_absolute_error: 0.5822, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.8481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8716, f_measure: 0.6121, kappa: 0.4861, kb_relative_information_score: 0.4852, mean_absolute_error: 0.1426, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.607, predictive_accuracy: 0.6219, prior_entropy: 2.3, recall: 0.6219, relative_absolute_error: 0.5688, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3001, root_relative_squared_error: 0.8476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8498, f_measure: 0.5931, kappa: 0.4602, kb_relative_information_score: 0.4669, mean_absolute_error: 0.1491, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.588, predictive_accuracy: 0.6013, prior_entropy: 2.3, recall: 0.6013, relative_absolute_error: 0.5945, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3145, root_relative_squared_error: 0.8883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8636, f_measure: 0.6094, kappa: 0.482, kb_relative_information_score: 0.4893, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.605, predictive_accuracy: 0.617, prior_entropy: 2.3, recall: 0.617, relative_absolute_error: 0.5613, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.309, root_relative_squared_error: 0.8728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, kappa: -0.0008, kb_relative_information_score: 0.0661, mean_absolute_error: 0.25, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.2501, prior_entropy: 2.3, recall: 0.2501, relative_absolute_error: 0.9968, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5, root_relative_squared_error: 1.4121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kappa: -0.0003, kb_relative_information_score: 0.0143, mean_absolute_error: 0.2742, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.1773, prior_entropy: 2.3, recall: 0.1773, relative_absolute_error: 1.0935, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5237, root_relative_squared_error: 1.4789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.6143, kappa: 0.4884, kb_relative_information_score: 0.5065, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6101, predictive_accuracy: 0.6216, prior_entropy: 2.3, recall: 0.6216, relative_absolute_error: 0.5125, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.9302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8559, f_measure: 0.5989, kappa: 0.4678, kb_relative_information_score: 0.4849, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5942, predictive_accuracy: 0.6062, prior_entropy: 2.3, recall: 0.6062, relative_absolute_error: 0.5579, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3215, root_relative_squared_error: 0.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.867, f_measure: 0.611, kappa: 0.4844, kb_relative_information_score: 0.4951, mean_absolute_error: 0.1367, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.606, predictive_accuracy: 0.6196, prior_entropy: 2.3, recall: 0.6196, relative_absolute_error: 0.5451, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3093, root_relative_squared_error: 0.8736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.2162, kappa: -0.0002, kb_relative_information_score: 0.0324, mean_absolute_error: 0.2654, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2477, predictive_accuracy: 0.2037, prior_entropy: 2.3, recall: 0.2037, relative_absolute_error: 1.0585, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5152, root_relative_squared_error: 1.4551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8415, f_measure: 0.5628, kappa: 0.421, kb_relative_information_score: 0.3573, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5579, predictive_accuracy: 0.5829, prior_entropy: 2.3, recall: 0.5829, relative_absolute_error: 0.7413, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3027, root_relative_squared_error: 0.8549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kappa: -0.0002, kb_relative_information_score: 0.1115, mean_absolute_error: 0.2265, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.3204, prior_entropy: 2.3, recall: 0.3204, relative_absolute_error: 0.9034, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.476, root_relative_squared_error: 1.3443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8659, f_measure: 0.5991, kappa: 0.4694, kb_relative_information_score: 0.4237, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5942, predictive_accuracy: 0.6133, prior_entropy: 2.3, recall: 0.6133, relative_absolute_error: 0.6688, 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: 0.5002, kappa: 0.0003, kb_relative_information_score: 0.1128, mean_absolute_error: 0.2279, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.3163, prior_entropy: 2.3, recall: 0.3163, relative_absolute_error: 0.9088, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4774, root_relative_squared_error: 1.3483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.5982, kappa: 0.4675, kb_relative_information_score: 0.4256, mean_absolute_error: 0.1666, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5931, predictive_accuracy: 0.6111, prior_entropy: 2.3, recall: 0.6111, relative_absolute_error: 0.6642, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.8326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8581, f_measure: 0.5953, kappa: 0.4637, kb_relative_information_score: 0.424, mean_absolute_error: 0.167, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5902, predictive_accuracy: 0.6077, prior_entropy: 2.3, recall: 0.6077, relative_absolute_error: 0.6658, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.296, root_relative_squared_error: 0.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5187, f_measure: 0.285, kappa: 0.0348, kb_relative_information_score: 0.115, mean_absolute_error: 0.2307, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2725, predictive_accuracy: 0.3078, prior_entropy: 2.3, recall: 0.3078, relative_absolute_error: 0.9201, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4804, root_relative_squared_error: 1.3566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.862, f_measure: 0.601, kappa: 0.471, kb_relative_information_score: 0.4398, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5959, predictive_accuracy: 0.6113, prior_entropy: 2.3, recall: 0.6113, relative_absolute_error: 0.6451, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2956, root_relative_squared_error: 0.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.6118, kappa: 0.4854, kb_relative_information_score: 0.5031, mean_absolute_error: 0.1292, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6074, predictive_accuracy: 0.6196, prior_entropy: 2.3, recall: 0.6196, relative_absolute_error: 0.5154, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.9302,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.791, f_measure: 0.467, kappa: 0.2899, kb_relative_information_score: 0.2381, mean_absolute_error: 0.214, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4898, predictive_accuracy: 0.5198, prior_entropy: 2.3, recall: 0.5198, relative_absolute_error: 0.8532, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3211, root_relative_squared_error: 0.9068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7828, f_measure: 0.4606, kappa: 0.2794, kb_relative_information_score: 0.2249, mean_absolute_error: 0.2161, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4925, predictive_accuracy: 0.5154, prior_entropy: 2.3, recall: 0.5154, relative_absolute_error: 0.8618, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8695, f_measure: 0.619, kappa: 0.495, kb_relative_information_score: 0.5056, mean_absolute_error: 0.1318, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6146, predictive_accuracy: 0.6267, prior_entropy: 2.3, recall: 0.6267, relative_absolute_error: 0.5255, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.316, root_relative_squared_error: 0.8924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5078, f_measure: 0.2372, kappa: 0.0133, kb_relative_information_score: 0.0648, mean_absolute_error: 0.2514, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2572, predictive_accuracy: 0.2458, prior_entropy: 2.3, recall: 0.2458, relative_absolute_error: 1.0025, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5014, root_relative_squared_error: 1.416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8659, f_measure: 0.608, kappa: 0.4803, kb_relative_information_score: 0.4672, mean_absolute_error: 0.1524, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6028, predictive_accuracy: 0.6175, prior_entropy: 2.3, recall: 0.6175, relative_absolute_error: 0.6078, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.297, root_relative_squared_error: 0.8388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8756, f_measure: 0.62, kappa: 0.4966, kb_relative_information_score: 0.4791, mean_absolute_error: 0.1475, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6152, predictive_accuracy: 0.6298, prior_entropy: 2.3, recall: 0.6298, relative_absolute_error: 0.5882, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.293, root_relative_squared_error: 0.8276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, kappa: 0.0005, kb_relative_information_score: 0.1005, mean_absolute_error: 0.233, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.3011, prior_entropy: 2.3, recall: 0.3011, relative_absolute_error: 0.9291, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4827, root_relative_squared_error: 1.3632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8493, f_measure: 0.5709, kappa: 0.4314, kb_relative_information_score: 0.3781, mean_absolute_error: 0.1806, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5656, predictive_accuracy: 0.5883, prior_entropy: 2.3, recall: 0.5883, relative_absolute_error: 0.7201, 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: 0.8514, f_measure: 0.5752, kappa: 0.4369, kb_relative_information_score: 0.3767, mean_absolute_error: 0.181, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5707, predictive_accuracy: 0.5938, prior_entropy: 2.3, recall: 0.5938, relative_absolute_error: 0.7217, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.8442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.6093, kappa: 0.4819, kb_relative_information_score: 0.4612, mean_absolute_error: 0.1545, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6043, predictive_accuracy: 0.6188, prior_entropy: 2.3, recall: 0.6188, relative_absolute_error: 0.616, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2974, root_relative_squared_error: 0.8401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8672, f_measure: 0.6174, kappa: 0.4925, kb_relative_information_score: 0.5041, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6132, predictive_accuracy: 0.6249, prior_entropy: 2.3, recall: 0.6249, relative_absolute_error: 0.5221, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3213, root_relative_squared_error: 0.9073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6575, f_measure: 0.446, kappa: 0.2624, kb_relative_information_score: 0.2827, mean_absolute_error: 0.191, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.444, predictive_accuracy: 0.449, prior_entropy: 2.3, recall: 0.449, relative_absolute_error: 0.7615, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4096, root_relative_squared_error: 1.1569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.611, kappa: 0.4842, kb_relative_information_score: 0.4862, mean_absolute_error: 0.1417, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.606, predictive_accuracy: 0.62, prior_entropy: 2.3, recall: 0.62, relative_absolute_error: 0.5652, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3045, root_relative_squared_error: 0.8599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7535, kappa: 0.0332, kb_relative_information_score: 0.13, mean_absolute_error: 0.2324, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4305, prior_entropy: 2.3, recall: 0.4305, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3349, root_relative_squared_error: 0.9459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8693, f_measure: 0.6122, kappa: 0.4861, kb_relative_information_score: 0.4847, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6076, predictive_accuracy: 0.6214, prior_entropy: 2.3, recall: 0.6214, relative_absolute_error: 0.5719, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.6088, kappa: 0.4814, kb_relative_information_score: 0.474, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6042, predictive_accuracy: 0.617, prior_entropy: 2.3, recall: 0.617, relative_absolute_error: 0.5896, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3029, root_relative_squared_error: 0.8555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, kappa: 0.0003, kb_relative_information_score: 0.0505, mean_absolute_error: 0.2566, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.2301, prior_entropy: 2.3, recall: 0.2301, relative_absolute_error: 1.0233, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5066, root_relative_squared_error: 1.4307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7568, f_measure: 0.4179, kappa: 0.2219, kb_relative_information_score: 0.1811, mean_absolute_error: 0.2246, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.4439, predictive_accuracy: 0.4928, prior_entropy: 2.3, recall: 0.4928, relative_absolute_error: 0.8955, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.9311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.4847, kappa: 0.3139, kb_relative_information_score: 0.2509, mean_absolute_error: 0.2107, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5033, predictive_accuracy: 0.5297, prior_entropy: 2.3, recall: 0.5297, relative_absolute_error: 0.8402, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3189, root_relative_squared_error: 0.9008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8181, f_measure: 0.5169, kappa: 0.3586, kb_relative_information_score: 0.291, mean_absolute_error: 0.2023, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5224, predictive_accuracy: 0.5521, prior_entropy: 2.3, recall: 0.5521, relative_absolute_error: 0.8066, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3122, root_relative_squared_error: 0.8818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.5834, kappa: 0.4479, kb_relative_information_score: 0.4082, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5784, predictive_accuracy: 0.5981, prior_entropy: 2.3, recall: 0.5981, relative_absolute_error: 0.6865, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.8357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8631, f_measure: 0.6158, kappa: 0.4905, kb_relative_information_score: 0.5065, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6116, predictive_accuracy: 0.6229, prior_entropy: 2.3, recall: 0.6229, relative_absolute_error: 0.512, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3302, root_relative_squared_error: 0.9326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8626, f_measure: 0.6141, kappa: 0.4882, kb_relative_information_score: 0.502, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6098, predictive_accuracy: 0.6214, prior_entropy: 2.3, recall: 0.6214, relative_absolute_error: 0.5137, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.9402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, f_measure: 0.6183, kappa: 0.4944, kb_relative_information_score: 0.4894, mean_absolute_error: 0.1408, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6133, predictive_accuracy: 0.6275, prior_entropy: 2.3, recall: 0.6275, relative_absolute_error: 0.5615, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3033, root_relative_squared_error: 0.8567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, f_measure: 0.2548, kappa: 0.0019, kb_relative_information_score: 0.1186, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2161, predictive_accuracy: 0.3285, prior_entropy: 2.3, recall: 0.3285, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4731, root_relative_squared_error: 1.3361,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6145, f_measure: 0.3978, kappa: 0.1959, kb_relative_information_score: 0.2402, mean_absolute_error: 0.1946, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.3871, predictive_accuracy: 0.4161, prior_entropy: 2.3, recall: 0.4161, relative_absolute_error: 0.7761, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4411, root_relative_squared_error: 1.2459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8541, f_measure: 0.6035, kappa: 0.4738, kb_relative_information_score: 0.4873, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.599, predictive_accuracy: 0.6105, prior_entropy: 2.3, recall: 0.6105, relative_absolute_error: 0.5504, 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: 0.8587, f_measure: 0.5989, kappa: 0.4679, kb_relative_information_score: 0.4387, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5936, predictive_accuracy: 0.6087, prior_entropy: 2.3, recall: 0.6087, relative_absolute_error: 0.6448, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2971, root_relative_squared_error: 0.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7585, kappa: 0.0608, kb_relative_information_score: 0.117, mean_absolute_error: 0.236, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.4421, prior_entropy: 2.3, recall: 0.4421, relative_absolute_error: 0.941, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.337, root_relative_squared_error: 0.9518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5137, f_measure: 0.2762, kappa: 0.0262, kb_relative_information_score: 0.1038, mean_absolute_error: 0.236, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.2682, predictive_accuracy: 0.2919, prior_entropy: 2.3, recall: 0.2919, relative_absolute_error: 0.9412, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4858, root_relative_squared_error: 1.3721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8517, f_measure: 0.5707, kappa: 0.4304, kb_relative_information_score: 0.3693, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5679, predictive_accuracy: 0.5914, prior_entropy: 2.3, recall: 0.5914, relative_absolute_error: 0.7291, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.8437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7896, f_measure: 0.4688, kappa: 0.2896, kb_relative_information_score: 0.2308, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5024, predictive_accuracy: 0.5227, prior_entropy: 2.3, recall: 0.5227, relative_absolute_error: 0.8574, 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: 0.8681, f_measure: 0.6124, kappa: 0.4859, kb_relative_information_score: 0.485, mean_absolute_error: 0.1426, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.6077, predictive_accuracy: 0.6206, prior_entropy: 2.3, recall: 0.6206, relative_absolute_error: 0.5687, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, kappa: 0.0009, kb_relative_information_score: 0.0448, mean_absolute_error: 0.2587, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.2239, prior_entropy: 2.3, recall: 0.2239, relative_absolute_error: 1.0316, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5086, root_relative_squared_error: 1.4365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8539, f_measure: 0.5788, kappa: 0.4421, kb_relative_information_score: 0.3985, mean_absolute_error: 0.1751, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5725, predictive_accuracy: 0.5938, prior_entropy: 2.3, recall: 0.5938, relative_absolute_error: 0.6984, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7752, f_measure: 0.526, kappa: 0.3707, kb_relative_information_score: 0.3553, mean_absolute_error: 0.1808, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5186, predictive_accuracy: 0.5397, prior_entropy: 2.3, recall: 0.5397, relative_absolute_error: 0.721, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.9401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8026, f_measure: 0.4922, kappa: 0.3233, kb_relative_information_score: 0.2572, mean_absolute_error: 0.2095, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, precision: 0.5118, predictive_accuracy: 0.5366, prior_entropy: 2.3, recall: 0.5366, relative_absolute_error: 0.8354, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.3171, root_relative_squared_error: 0.8957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, kappa: -0.0002, kb_relative_information_score: 0.0649, mean_absolute_error: 0.2505, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.2484, prior_entropy: 2.3, recall: 0.2484, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.5005, root_relative_squared_error: 1.4136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kappa: 0, kb_relative_information_score: 0.0959, mean_absolute_error: 0.2349, mean_prior_absolute_error: 0.2508, number_of_instances: 6118, predictive_accuracy: 0.2954, prior_entropy: 2.3, recall: 0.2954, relative_absolute_error: 0.9367, root_mean_prior_squared_error: 0.3541, root_mean_squared_error: 0.4846, root_relative_squared_error: 1.3688,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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

OpenML APIs