OpenML
Supervised Classification on mfeat-pixel

Supervised Classification on mfeat-pixel

Task 146824 Supervised Classification mfeat-pixel 11351 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5128, f_measure: 0.0629, kappa: 0.0256, kb_relative_information_score: 165.7414, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.123, prior_entropy: 3.3219, recall: 0.123, relative_absolute_error: 0.9744, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4188, root_relative_squared_error: 1.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5561, f_measure: 0.1868, kappa: 0.1122, kb_relative_information_score: 328.8795, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9111, predictive_accuracy: 0.201, prior_entropy: 3.3219, recall: 0.201, relative_absolute_error: 0.8878, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3997, root_relative_squared_error: 1.3325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.9062, kappa: 0.88, kb_relative_information_score: 1774.1164, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9438, predictive_accuracy: 0.892, prior_entropy: 3.3219, recall: 0.892, relative_absolute_error: 0.12, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.147, root_relative_squared_error: 0.4899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9815, kappa: 0.9794, kb_relative_information_score: 1961.307, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9816, predictive_accuracy: 0.9815, prior_entropy: 3.3219, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.976, kappa: 0.9733, kb_relative_information_score: 1949.8036, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9762, predictive_accuracy: 0.976, prior_entropy: 3.3219, recall: 0.976, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.2309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7692, f_measure: 0.659, kappa: 0.5383, kb_relative_information_score: 1130.9755, mean_absolute_error: 0.0831, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9164, predictive_accuracy: 0.5845, prior_entropy: 3.3219, recall: 0.5845, relative_absolute_error: 0.4617, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2883, root_relative_squared_error: 0.9609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6897, f_measure: 0.3907, kappa: 0.3794, kb_relative_information_score: 831.8889, mean_absolute_error: 0.1117, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7722, predictive_accuracy: 0.4415, prior_entropy: 3.3219, recall: 0.4415, relative_absolute_error: 0.6206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3342, root_relative_squared_error: 1.1141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.1982, kappa: 0.1656, kb_relative_information_score: 429.2722, mean_absolute_error: 0.1502, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7982, predictive_accuracy: 0.249, prior_entropy: 3.3219, recall: 0.249, relative_absolute_error: 0.8344, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3876, root_relative_squared_error: 1.2919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9686, kappa: 0.965, kb_relative_information_score: 1934.1173, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9691, predictive_accuracy: 0.9685, prior_entropy: 3.3219, recall: 0.9685, relative_absolute_error: 0.035, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0794, root_relative_squared_error: 0.2646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5886, f_measure: 0.2237, kappa: 0.1772, kb_relative_information_score: 451.2332, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8083, predictive_accuracy: 0.2595, prior_entropy: 3.3219, recall: 0.2595, relative_absolute_error: 0.8228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3848, root_relative_squared_error: 1.2828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5656, f_measure: 0.2108, kappa: 0.1311, kb_relative_information_score: 364.4353, mean_absolute_error: 0.1564, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9113, predictive_accuracy: 0.218, prior_entropy: 3.3219, recall: 0.218, relative_absolute_error: 0.8689, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3955, root_relative_squared_error: 1.3182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.982, kappa: 0.98, kb_relative_information_score: 1962.3527, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9821, predictive_accuracy: 0.982, prior_entropy: 3.3219, recall: 0.982, relative_absolute_error: 0.02, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.06, root_relative_squared_error: 0.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5089, f_measure: 0.0499, kappa: 0.0178, kb_relative_information_score: 151.1008, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.116, prior_entropy: 3.3219, recall: 0.116, relative_absolute_error: 0.9822, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4205, root_relative_squared_error: 1.4016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5197, f_measure: 0.0848, kappa: 0.0394, kb_relative_information_score: 191.8853, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9104, predictive_accuracy: 0.1355, prior_entropy: 3.3219, recall: 0.1355, relative_absolute_error: 0.9606, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4158, root_relative_squared_error: 1.386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7756, f_measure: 0.6267, kappa: 0.5511, kb_relative_information_score: 1155.0279, mean_absolute_error: 0.0808, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8769, predictive_accuracy: 0.596, prior_entropy: 3.3219, recall: 0.596, relative_absolute_error: 0.4489, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2843, root_relative_squared_error: 0.9475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5789, f_measure: 0.1642, kappa: 0.1578, kb_relative_information_score: 414.6316, mean_absolute_error: 0.1516, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7398, predictive_accuracy: 0.242, prior_entropy: 3.3219, recall: 0.242, relative_absolute_error: 0.8422, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3894, root_relative_squared_error: 1.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9815, kappa: 0.9794, kb_relative_information_score: 1961.307, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9816, predictive_accuracy: 0.9815, prior_entropy: 3.3219, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5081, f_measure: 0.0469, kappa: 0.0161, kb_relative_information_score: 147.9635, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9101, predictive_accuracy: 0.1145, prior_entropy: 3.3219, recall: 0.1145, relative_absolute_error: 0.9839, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4208, root_relative_squared_error: 1.4028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5083, f_measure: 0.0479, kappa: 0.0167, kb_relative_information_score: 149.0092, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.115, prior_entropy: 3.3219, recall: 0.115, relative_absolute_error: 0.9833, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4207, root_relative_squared_error: 1.4024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.973, kappa: 0.97, kb_relative_information_score: 1943.5291, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9732, predictive_accuracy: 0.973, prior_entropy: 3.3219, recall: 0.973, relative_absolute_error: 0.03, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0735, root_relative_squared_error: 0.2449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.936, kappa: 0.9289, kb_relative_information_score: 1866.143, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9378, predictive_accuracy: 0.936, prior_entropy: 3.3219, recall: 0.936, relative_absolute_error: 0.0711, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.3771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9601, kappa: 0.9556, kb_relative_information_score: 1916.3394, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9609, predictive_accuracy: 0.96, prior_entropy: 3.3219, recall: 0.96, relative_absolute_error: 0.0444, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0894, root_relative_squared_error: 0.2981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6183, f_measure: 0.3437, kappa: 0.2367, kb_relative_information_score: 563.1292, mean_absolute_error: 0.1374, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9127, predictive_accuracy: 0.313, prior_entropy: 3.3219, recall: 0.313, relative_absolute_error: 0.7633, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3707, root_relative_squared_error: 1.2356,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.916, kappa: 0.9067, kb_relative_information_score: 1824.3127, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9175, predictive_accuracy: 0.916, prior_entropy: 3.3219, recall: 0.916, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5831, f_measure: 0.1952, kappa: 0.1661, kb_relative_information_score: 430.318, mean_absolute_error: 0.1501, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7467, predictive_accuracy: 0.2495, prior_entropy: 3.3219, recall: 0.2495, relative_absolute_error: 0.8339, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3874, root_relative_squared_error: 1.2914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6006, f_measure: 0.2993, kappa: 0.2011, kb_relative_information_score: 496.2007, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9122, predictive_accuracy: 0.281, prior_entropy: 3.3219, recall: 0.281, relative_absolute_error: 0.7989, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3792, root_relative_squared_error: 1.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.976, kappa: 0.9733, kb_relative_information_score: 1949.8036, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9762, predictive_accuracy: 0.976, prior_entropy: 3.3219, recall: 0.976, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.2309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 1955.0324, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9787, predictive_accuracy: 0.9785, prior_entropy: 3.3219, recall: 0.9785, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5167, f_measure: 0.0751, kappa: 0.0333, kb_relative_information_score: 180.382, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9103, predictive_accuracy: 0.13, prior_entropy: 3.3219, recall: 0.13, relative_absolute_error: 0.9667, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4171, root_relative_squared_error: 1.3904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 1955.0324, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9787, predictive_accuracy: 0.9785, prior_entropy: 3.3219, recall: 0.9785, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 1958.1697, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9801, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5217, f_measure: 0.0902, kappa: 0.0433, kb_relative_information_score: 199.2056, mean_absolute_error: 0.1722, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9104, predictive_accuracy: 0.139, prior_entropy: 3.3219, recall: 0.139, relative_absolute_error: 0.9567, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.415, root_relative_squared_error: 1.3832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9725, kappa: 0.9694, kb_relative_information_score: 1942.4833, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9727, predictive_accuracy: 0.9725, prior_entropy: 3.3219, recall: 0.9725, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.2472,
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: 0.9889, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 1958.1697, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9801, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8619, f_measure: 0.7861, kappa: 0.7239, kb_relative_information_score: 1480.2585, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8981, predictive_accuracy: 0.7515, prior_entropy: 3.3219, recall: 0.7515, relative_absolute_error: 0.2761, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.7431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.916, kappa: 0.9067, kb_relative_information_score: 1824.3127, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9175, predictive_accuracy: 0.916, prior_entropy: 3.3219, recall: 0.916, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9566, kappa: 0.9517, kb_relative_information_score: 1909.0191, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9571, predictive_accuracy: 0.9565, prior_entropy: 3.3219, recall: 0.9565, relative_absolute_error: 0.0483, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0933, root_relative_squared_error: 0.3109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9723, kappa: 0.9683, kb_relative_information_score: 1940.3918, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9749, predictive_accuracy: 0.9715, prior_entropy: 3.3219, recall: 0.9715, relative_absolute_error: 0.0317, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0755, root_relative_squared_error: 0.2517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.916, kappa: 0.9067, kb_relative_information_score: 1824.3127, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9175, predictive_accuracy: 0.916, prior_entropy: 3.3219, recall: 0.916, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9746, kappa: 0.9717, kb_relative_information_score: 1946.6664, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9751, predictive_accuracy: 0.9745, prior_entropy: 3.3219, recall: 0.9745, relative_absolute_error: 0.0283, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0714, root_relative_squared_error: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5175, f_measure: 0.0779, kappa: 0.035, kb_relative_information_score: 183.5192, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9103, predictive_accuracy: 0.1315, prior_entropy: 3.3219, recall: 0.1315, relative_absolute_error: 0.965, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4168, root_relative_squared_error: 1.3892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9815, kappa: 0.9794, kb_relative_information_score: 1961.307, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9816, predictive_accuracy: 0.9815, prior_entropy: 3.3219, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5786, f_measure: 0.1451, kappa: 0.1572, kb_relative_information_score: 413.5859, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7149, predictive_accuracy: 0.2415, prior_entropy: 3.3219, recall: 0.2415, relative_absolute_error: 0.8428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3895, root_relative_squared_error: 1.2983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.1982, kappa: 0.1656, kb_relative_information_score: 429.2722, mean_absolute_error: 0.1502, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7982, predictive_accuracy: 0.249, prior_entropy: 3.3219, recall: 0.249, relative_absolute_error: 0.8344, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3876, root_relative_squared_error: 1.2919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5094, f_measure: 0.0518, kappa: 0.0189, kb_relative_information_score: 153.1923, mean_absolute_error: 0.1766, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.117, prior_entropy: 3.3219, recall: 0.117, relative_absolute_error: 0.9811, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4202, root_relative_squared_error: 1.4008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.51, f_measure: 0.0538, kappa: 0.02, kb_relative_information_score: 155.2838, mean_absolute_error: 0.1764, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.118, prior_entropy: 3.3219, recall: 0.118, relative_absolute_error: 0.98, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.42, root_relative_squared_error: 1.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9815, kappa: 0.9794, kb_relative_information_score: 1961.307, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9816, predictive_accuracy: 0.9815, prior_entropy: 3.3219, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.916, kappa: 0.9067, kb_relative_information_score: 1824.3127, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9175, predictive_accuracy: 0.916, prior_entropy: 3.3219, recall: 0.916, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6472, f_measure: 0.3173, kappa: 0.2944, kb_relative_information_score: 671.888, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7125, predictive_accuracy: 0.365, prior_entropy: 3.3219, recall: 0.365, relative_absolute_error: 0.7056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3564, root_relative_squared_error: 1.1879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5711, f_measure: 0.1978, kappa: 0.1422, kb_relative_information_score: 385.3504, mean_absolute_error: 0.1544, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8176, predictive_accuracy: 0.228, prior_entropy: 3.3219, recall: 0.228, relative_absolute_error: 0.8578, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3929, root_relative_squared_error: 1.3098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9721, kappa: 0.9689, kb_relative_information_score: 1941.4376, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9727, predictive_accuracy: 0.972, prior_entropy: 3.3219, recall: 0.972, relative_absolute_error: 0.0311, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0748, root_relative_squared_error: 0.2494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 1955.0324, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9787, predictive_accuracy: 0.9785, prior_entropy: 3.3219, recall: 0.9785, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5147, f_measure: 0.0691, kappa: 0.0294, kb_relative_information_score: 173.0617, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9103, predictive_accuracy: 0.1265, prior_entropy: 3.3219, recall: 0.1265, relative_absolute_error: 0.9706, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.418, root_relative_squared_error: 1.3932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.982, kappa: 0.98, kb_relative_information_score: 1962.3527, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9821, predictive_accuracy: 0.982, prior_entropy: 3.3219, recall: 0.982, relative_absolute_error: 0.02, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.06, root_relative_squared_error: 0.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.979, kappa: 0.9767, kb_relative_information_score: 1956.0782, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 3.3219, recall: 0.979, relative_absolute_error: 0.0233, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 1948.7579, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9756, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.07, root_relative_squared_error: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5175, f_measure: 0.0779, kappa: 0.035, kb_relative_information_score: 183.5192, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9103, predictive_accuracy: 0.1315, prior_entropy: 3.3219, recall: 0.1315, relative_absolute_error: 0.965, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4168, root_relative_squared_error: 1.3892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 1955.0324, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9787, predictive_accuracy: 0.9785, prior_entropy: 3.3219, recall: 0.9785, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5836, f_measure: 0.1602, kappa: 0.1672, kb_relative_information_score: 432.4095, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6408, predictive_accuracy: 0.2505, prior_entropy: 3.3219, recall: 0.2505, relative_absolute_error: 0.8328, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3872, root_relative_squared_error: 1.2906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6883, f_measure: 0.3945, kappa: 0.3767, kb_relative_information_score: 826.6601, mean_absolute_error: 0.1122, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8018, predictive_accuracy: 0.439, prior_entropy: 3.3219, recall: 0.439, relative_absolute_error: 0.6233, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.335, root_relative_squared_error: 1.1165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, f_measure: 0.9356, kappa: 0.9283, kb_relative_information_score: 1865.0973, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9366, predictive_accuracy: 0.9355, prior_entropy: 3.3219, recall: 0.9355, relative_absolute_error: 0.0717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.3786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7158, f_measure: 0.4525, kappa: 0.4317, kb_relative_information_score: 930.1901, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8287, predictive_accuracy: 0.4885, prior_entropy: 3.3219, recall: 0.4885, relative_absolute_error: 0.5683, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3198, root_relative_squared_error: 1.0661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5142, f_measure: 0.0674, kappa: 0.0283, kb_relative_information_score: 170.9701, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9103, predictive_accuracy: 0.1255, prior_entropy: 3.3219, recall: 0.1255, relative_absolute_error: 0.9717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4182, root_relative_squared_error: 1.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9725, kappa: 0.9694, kb_relative_information_score: 1942.4833, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9727, predictive_accuracy: 0.9725, prior_entropy: 3.3219, recall: 0.9725, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.2472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5786, f_measure: 0.1452, kappa: 0.1572, kb_relative_information_score: 413.5859, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.715, predictive_accuracy: 0.2415, prior_entropy: 3.3219, recall: 0.2415, relative_absolute_error: 0.8428, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3895, root_relative_squared_error: 1.2983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.973, kappa: 0.97, kb_relative_information_score: 1943.5291, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9732, predictive_accuracy: 0.973, prior_entropy: 3.3219, recall: 0.973, relative_absolute_error: 0.03, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0735, root_relative_squared_error: 0.2449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.7329, kappa: 0.6456, kb_relative_information_score: 1332.8067, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8951, predictive_accuracy: 0.681, prior_entropy: 3.3219, recall: 0.681, relative_absolute_error: 0.3544, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5111, f_measure: 0.0576, kappa: 0.0222, kb_relative_information_score: 159.4668, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.12, prior_entropy: 3.3219, recall: 0.12, relative_absolute_error: 0.9778, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4195, root_relative_squared_error: 1.3984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9078, f_measure: 0.862, kappa: 0.8156, kb_relative_information_score: 1652.8085, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9343, predictive_accuracy: 0.834, prior_entropy: 3.3219, recall: 0.834, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.6074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5064, f_measure: 0.0411, kappa: 0.0128, kb_relative_information_score: 141.6889, mean_absolute_error: 0.1777, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9101, predictive_accuracy: 0.1115, prior_entropy: 3.3219, recall: 0.1115, relative_absolute_error: 0.9872, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4215, root_relative_squared_error: 1.4051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.976, kappa: 0.9733, kb_relative_information_score: 1949.8036, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9761, predictive_accuracy: 0.976, prior_entropy: 3.3219, recall: 0.976, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.2309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5111, f_measure: 0.0576, kappa: 0.0222, kb_relative_information_score: 159.4668, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.12, prior_entropy: 3.3219, recall: 0.12, relative_absolute_error: 0.9778, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4195, root_relative_squared_error: 1.3984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5756, f_measure: 0.2055, kappa: 0.1511, kb_relative_information_score: 402.0826, mean_absolute_error: 0.1528, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8179, predictive_accuracy: 0.236, prior_entropy: 3.3219, recall: 0.236, relative_absolute_error: 0.8489, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3909, root_relative_squared_error: 1.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9725, kappa: 0.9694, kb_relative_information_score: 1942.4833, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9727, predictive_accuracy: 0.9725, prior_entropy: 3.3219, recall: 0.9725, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.2472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9758, f_measure: 0.9566, kappa: 0.9517, kb_relative_information_score: 1909.0191, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9571, predictive_accuracy: 0.9565, prior_entropy: 3.3219, recall: 0.9565, relative_absolute_error: 0.0483, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0933, root_relative_squared_error: 0.3109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5144, f_measure: 0.0683, kappa: 0.0289, kb_relative_information_score: 172.0159, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9103, predictive_accuracy: 0.126, prior_entropy: 3.3219, recall: 0.126, relative_absolute_error: 0.9711, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4181, root_relative_squared_error: 1.3936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.974, kappa: 0.9711, kb_relative_information_score: 1945.6206, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9741, predictive_accuracy: 0.974, prior_entropy: 3.3219, recall: 0.974, relative_absolute_error: 0.0289, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0721, root_relative_squared_error: 0.2404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.982, kappa: 0.98, kb_relative_information_score: 1962.3527, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9821, predictive_accuracy: 0.982, prior_entropy: 3.3219, recall: 0.982, relative_absolute_error: 0.02, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.06, root_relative_squared_error: 0.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.982, kappa: 0.98, kb_relative_information_score: 1962.3527, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9821, predictive_accuracy: 0.982, prior_entropy: 3.3219, recall: 0.982, relative_absolute_error: 0.02, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.06, root_relative_squared_error: 0.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9656, kappa: 0.9617, kb_relative_information_score: 1927.8427, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9662, predictive_accuracy: 0.9655, prior_entropy: 3.3219, recall: 0.9655, relative_absolute_error: 0.0383, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0831, root_relative_squared_error: 0.2769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.9406, kappa: 0.9339, kb_relative_information_score: 1875.5549, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9414, predictive_accuracy: 0.9405, prior_entropy: 3.3219, recall: 0.9405, relative_absolute_error: 0.0661, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.3636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.916, kappa: 0.9067, kb_relative_information_score: 1824.3127, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9175, predictive_accuracy: 0.916, prior_entropy: 3.3219, recall: 0.916, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.955, kappa: 0.9467, kb_relative_information_score: 1899.6073, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.964, predictive_accuracy: 0.952, prior_entropy: 3.3219, recall: 0.952, relative_absolute_error: 0.0533, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.098, root_relative_squared_error: 0.3266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.8058, kappa: 0.7428, kb_relative_information_score: 1515.8143, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9134, predictive_accuracy: 0.7685, prior_entropy: 3.3219, recall: 0.7685, relative_absolute_error: 0.2572, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2152, root_relative_squared_error: 0.7172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5864, f_measure: 0.2201, kappa: 0.1728, kb_relative_information_score: 442.8671, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8187, predictive_accuracy: 0.2555, prior_entropy: 3.3219, recall: 0.2555, relative_absolute_error: 0.8272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3859, root_relative_squared_error: 1.2863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7125, f_measure: 0.4492, kappa: 0.425, kb_relative_information_score: 917.641, mean_absolute_error: 0.1035, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8288, predictive_accuracy: 0.4825, prior_entropy: 3.3219, recall: 0.4825, relative_absolute_error: 0.575, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3217, root_relative_squared_error: 1.0724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 1951.8952, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9772, predictive_accuracy: 0.977, prior_entropy: 3.3219, recall: 0.977, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.2261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.916, kappa: 0.9067, kb_relative_information_score: 1824.3127, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9175, predictive_accuracy: 0.916, prior_entropy: 3.3219, recall: 0.916, relative_absolute_error: 0.0933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 1958.1697, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9801, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5103, f_measure: 0.0547, kappa: 0.0206, kb_relative_information_score: 156.3295, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9102, predictive_accuracy: 0.1185, prior_entropy: 3.3219, recall: 0.1185, relative_absolute_error: 0.9794, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4199, root_relative_squared_error: 1.3996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.981, kappa: 0.9789, kb_relative_information_score: 1960.2612, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9811, predictive_accuracy: 0.981, prior_entropy: 3.3219, recall: 0.981, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0616, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 1951.8952, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9772, predictive_accuracy: 0.977, prior_entropy: 3.3219, recall: 0.977, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.2261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9815, kappa: 0.9794, kb_relative_information_score: 1961.307, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9817, predictive_accuracy: 0.9815, prior_entropy: 3.3219, recall: 0.9815, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.2028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9775, kappa: 0.975, kb_relative_information_score: 1952.9409, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9777, predictive_accuracy: 0.9775, prior_entropy: 3.3219, recall: 0.9775, relative_absolute_error: 0.025, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0671, root_relative_squared_error: 0.2236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.982, kappa: 0.98, kb_relative_information_score: 1962.3527, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9821, predictive_accuracy: 0.982, prior_entropy: 3.3219, recall: 0.982, relative_absolute_error: 0.02, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.06, root_relative_squared_error: 0.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.982, kappa: 0.98, kb_relative_information_score: 1962.3527, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9821, predictive_accuracy: 0.982, prior_entropy: 3.3219, recall: 0.982, relative_absolute_error: 0.02, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.06, root_relative_squared_error: 0.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5144, f_measure: 0.068, kappa: 0.0289, kb_relative_information_score: 172.0159, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9103, predictive_accuracy: 0.126, prior_entropy: 3.3219, recall: 0.126, relative_absolute_error: 0.9711, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4181, root_relative_squared_error: 1.3936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 1958.1697, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9801, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.981, kappa: 0.9789, kb_relative_information_score: 1960.2612, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9811, predictive_accuracy: 0.981, prior_entropy: 3.3219, recall: 0.981, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0616, root_relative_squared_error: 0.2055,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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From your own software

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

OpenML APIs