OpenML
Supervised Classification on mfeat-pixel

Supervised Classification on mfeat-pixel

Task 20 Supervised Classification mfeat-pixel 12158 runs submitted
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  • at2 basic OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 under100k under1m
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12158 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.8548, kappa: 0.8389, kb_relative_information_score: 0.8484, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.18, weighted_recall: 0.855, number_of_instances: 2000, precision: 0.8552, predictive_accuracy: 0.855, prior_entropy: 3.3219, relative_absolute_error: 0.1611, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1703, root_relative_squared_error: 0.5676, unweighted_recall: 0.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9217, f_measure: 0.8592, kappa: 0.8433, kb_relative_information_score: 0.8525, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.18, weighted_recall: 0.859, number_of_instances: 2000, precision: 0.8597, predictive_accuracy: 0.859, prior_entropy: 3.3219, relative_absolute_error: 0.1567, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.5598, unweighted_recall: 0.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8612, kappa: 0.8456, kb_relative_information_score: 0.8546, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.18, weighted_recall: 0.861, number_of_instances: 2000, precision: 0.8622, predictive_accuracy: 0.861, prior_entropy: 3.3219, relative_absolute_error: 0.1544, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.5558, unweighted_recall: 0.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.8635, kappa: 0.8483, kb_relative_information_score: 0.8573, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.18, weighted_recall: 0.8635, number_of_instances: 2000, precision: 0.864, predictive_accuracy: 0.8635, prior_entropy: 3.3219, relative_absolute_error: 0.1517, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.5508, unweighted_recall: 0.8635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.925, f_measure: 0.8651, kappa: 0.85, kb_relative_information_score: 0.8588, mean_absolute_error: 0.027, mean_prior_absolute_error: 0.18, weighted_recall: 0.865, number_of_instances: 2000, precision: 0.8655, predictive_accuracy: 0.865, prior_entropy: 3.3219, relative_absolute_error: 0.15, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.5477, unweighted_recall: 0.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.8631, kappa: 0.8478, kb_relative_information_score: 0.8567, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.18, weighted_recall: 0.863, number_of_instances: 2000, precision: 0.8635, predictive_accuracy: 0.863, prior_entropy: 3.3219, relative_absolute_error: 0.1522, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.5518, unweighted_recall: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9239, f_measure: 0.8629, kappa: 0.8478, kb_relative_information_score: 0.8567, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.18, weighted_recall: 0.863, number_of_instances: 2000, precision: 0.8632, predictive_accuracy: 0.863, prior_entropy: 3.3219, relative_absolute_error: 0.1522, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.5518, unweighted_recall: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9225, f_measure: 0.8607, kappa: 0.845, kb_relative_information_score: 0.8541, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.18, weighted_recall: 0.8605, number_of_instances: 2000, precision: 0.8616, predictive_accuracy: 0.8605, prior_entropy: 3.3219, relative_absolute_error: 0.155, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.167, root_relative_squared_error: 0.5568, unweighted_recall: 0.8605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 0.9672, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.18, weighted_recall: 0.971, number_of_instances: 2000, precision: 0.9713, predictive_accuracy: 0.971, prior_entropy: 3.3219, relative_absolute_error: 0.0471, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.2246, unweighted_recall: 0.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9635, kappa: 0.9594, kb_relative_information_score: 0.9632, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.18, weighted_recall: 0.9635, number_of_instances: 2000, precision: 0.9635, predictive_accuracy: 0.9635, prior_entropy: 3.3219, relative_absolute_error: 0.0455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.2572, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.968, kappa: 0.9644, kb_relative_information_score: 0.9664, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, weighted_recall: 0.968, number_of_instances: 2000, precision: 0.9682, predictive_accuracy: 0.968, prior_entropy: 3.3219, relative_absolute_error: 0.0415, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0737, root_relative_squared_error: 0.2456, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.969, kappa: 0.9656, kb_relative_information_score: 0.9686, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.18, weighted_recall: 0.969, number_of_instances: 2000, precision: 0.9692, predictive_accuracy: 0.969, prior_entropy: 3.3219, relative_absolute_error: 0.0376, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0736, root_relative_squared_error: 0.2452, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9615, kappa: 0.9572, kb_relative_information_score: 0.9598, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, weighted_recall: 0.9615, number_of_instances: 2000, precision: 0.9618, predictive_accuracy: 0.9615, prior_entropy: 3.3219, relative_absolute_error: 0.0521, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.078, root_relative_squared_error: 0.2599, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9616, kappa: 0.9572, kb_relative_information_score: 0.9487, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.18, weighted_recall: 0.9615, number_of_instances: 2000, precision: 0.9619, predictive_accuracy: 0.9615, prior_entropy: 3.3219, relative_absolute_error: 0.0779, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0775, root_relative_squared_error: 0.2585, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9585, kappa: 0.9539, kb_relative_information_score: 0.959, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.18, weighted_recall: 0.9585, number_of_instances: 2000, precision: 0.9587, predictive_accuracy: 0.9585, prior_entropy: 3.3219, relative_absolute_error: 0.048, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0832, root_relative_squared_error: 0.2773, unweighted_recall: 0.9585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.974, kappa: 0.9711, kb_relative_information_score: 0.9723, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.18, weighted_recall: 0.974, number_of_instances: 2000, precision: 0.9743, predictive_accuracy: 0.974, prior_entropy: 3.3219, relative_absolute_error: 0.0357, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0655, root_relative_squared_error: 0.2184, unweighted_recall: 0.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9501, kappa: 0.9444, kb_relative_information_score: 0.9512, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.18, weighted_recall: 0.95, number_of_instances: 2000, precision: 0.9505, predictive_accuracy: 0.95, prior_entropy: 3.3219, relative_absolute_error: 0.057, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0906, root_relative_squared_error: 0.3021, unweighted_recall: 0.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9525, kappa: 0.9472, kb_relative_information_score: 0.9555, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.18, weighted_recall: 0.9525, number_of_instances: 2000, precision: 0.9528, predictive_accuracy: 0.9525, prior_entropy: 3.3219, relative_absolute_error: 0.0541, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.2869, unweighted_recall: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9441, kappa: 0.9378, kb_relative_information_score: 0.9442, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.18, weighted_recall: 0.944, number_of_instances: 2000, precision: 0.9444, predictive_accuracy: 0.944, prior_entropy: 3.3219, relative_absolute_error: 0.0672, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0963, root_relative_squared_error: 0.3209, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9536, kappa: 0.9483, kb_relative_information_score: 0.9539, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.18, weighted_recall: 0.9535, number_of_instances: 2000, precision: 0.9538, predictive_accuracy: 0.9535, prior_entropy: 3.3219, relative_absolute_error: 0.0563, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.2862, unweighted_recall: 0.9535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.969, kappa: 0.9656, kb_relative_information_score: 0.9682, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.18, weighted_recall: 0.969, number_of_instances: 2000, precision: 0.9691, predictive_accuracy: 0.969, prior_entropy: 3.3219, relative_absolute_error: 0.0399, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.235, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9635, kappa: 0.9594, kb_relative_information_score: 0.9621, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.18, weighted_recall: 0.9635, number_of_instances: 2000, precision: 0.9639, predictive_accuracy: 0.9635, prior_entropy: 3.3219, relative_absolute_error: 0.046, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0799, root_relative_squared_error: 0.2662, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9625, kappa: 0.9583, kb_relative_information_score: 0.965, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, weighted_recall: 0.9625, number_of_instances: 2000, precision: 0.9628, predictive_accuracy: 0.9625, prior_entropy: 3.3219, relative_absolute_error: 0.0435, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0765, root_relative_squared_error: 0.2549, unweighted_recall: 0.9625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9465, kappa: 0.9406, kb_relative_information_score: 0.9489, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.18, weighted_recall: 0.9465, number_of_instances: 2000, precision: 0.9467, predictive_accuracy: 0.9465, prior_entropy: 3.3219, relative_absolute_error: 0.0631, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0909, root_relative_squared_error: 0.3031, unweighted_recall: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9526, kappa: 0.9472, kb_relative_information_score: 0.9536, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.18, weighted_recall: 0.9525, number_of_instances: 2000, precision: 0.9531, predictive_accuracy: 0.9525, prior_entropy: 3.3219, relative_absolute_error: 0.0566, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0874, root_relative_squared_error: 0.2913, unweighted_recall: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9486, kappa: 0.9428, kb_relative_information_score: 0.9428, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.18, weighted_recall: 0.9485, number_of_instances: 2000, precision: 0.9489, predictive_accuracy: 0.9485, prior_entropy: 3.3219, relative_absolute_error: 0.079, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0885, root_relative_squared_error: 0.2949, unweighted_recall: 0.9485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.962, kappa: 0.9578, kb_relative_information_score: 0.9621, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, weighted_recall: 0.962, number_of_instances: 2000, precision: 0.9622, predictive_accuracy: 0.962, prior_entropy: 3.3219, relative_absolute_error: 0.0436, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0814, root_relative_squared_error: 0.2713, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9185, kappa: 0.9094, kb_relative_information_score: 0.7801, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.18, weighted_recall: 0.9185, number_of_instances: 2000, precision: 0.9194, predictive_accuracy: 0.9185, prior_entropy: 3.3219, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1398, root_relative_squared_error: 0.466, unweighted_recall: 0.9185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.958, kappa: 0.9533, kb_relative_information_score: 0.9569, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.18, weighted_recall: 0.958, number_of_instances: 2000, precision: 0.9581, predictive_accuracy: 0.958, prior_entropy: 3.3219, relative_absolute_error: 0.0513, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.2819, unweighted_recall: 0.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.958, kappa: 0.9533, kb_relative_information_score: 0.9581, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.18, weighted_recall: 0.958, number_of_instances: 2000, precision: 0.9581, predictive_accuracy: 0.958, prior_entropy: 3.3219, relative_absolute_error: 0.0502, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2815, unweighted_recall: 0.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.954, kappa: 0.9489, kb_relative_information_score: 0.9159, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.18, weighted_recall: 0.954, number_of_instances: 2000, precision: 0.9543, predictive_accuracy: 0.954, prior_entropy: 3.3219, relative_absolute_error: 0.1408, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0895, root_relative_squared_error: 0.2984, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.959, kappa: 0.9544, kb_relative_information_score: 0.9605, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, weighted_recall: 0.959, number_of_instances: 2000, precision: 0.9594, predictive_accuracy: 0.959, prior_entropy: 3.3219, relative_absolute_error: 0.0507, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0774, root_relative_squared_error: 0.2579, unweighted_recall: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9606, kappa: 0.9561, kb_relative_information_score: 0.9585, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.18, weighted_recall: 0.9605, number_of_instances: 2000, precision: 0.9609, predictive_accuracy: 0.9605, prior_entropy: 3.3219, relative_absolute_error: 0.0544, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.078, root_relative_squared_error: 0.2602, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.965, kappa: 0.9611, kb_relative_information_score: 0.962, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.18, weighted_recall: 0.965, number_of_instances: 2000, precision: 0.9651, predictive_accuracy: 0.965, prior_entropy: 3.3219, relative_absolute_error: 0.0511, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0749, root_relative_squared_error: 0.2498, unweighted_recall: 0.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9541, kappa: 0.9489, kb_relative_information_score: 0.955, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.18, weighted_recall: 0.954, number_of_instances: 2000, precision: 0.9544, predictive_accuracy: 0.954, prior_entropy: 3.3219, relative_absolute_error: 0.0566, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0832, root_relative_squared_error: 0.2774, unweighted_recall: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9635, kappa: 0.9594, kb_relative_information_score: 0.9382, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.18, weighted_recall: 0.9635, number_of_instances: 2000, precision: 0.9637, predictive_accuracy: 0.9635, prior_entropy: 3.3219, relative_absolute_error: 0.1045, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.079, root_relative_squared_error: 0.2633, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9535, kappa: 0.9483, kb_relative_information_score: 0.9463, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, weighted_recall: 0.9535, number_of_instances: 2000, precision: 0.9536, predictive_accuracy: 0.9535, prior_entropy: 3.3219, relative_absolute_error: 0.0756, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.2846, unweighted_recall: 0.9535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9645, kappa: 0.9606, kb_relative_information_score: 0.9596, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.18, weighted_recall: 0.9645, number_of_instances: 2000, precision: 0.9648, predictive_accuracy: 0.9645, prior_entropy: 3.3219, relative_absolute_error: 0.056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0748, root_relative_squared_error: 0.2493, unweighted_recall: 0.9645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.964, kappa: 0.96, kb_relative_information_score: 0.9622, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.18, weighted_recall: 0.964, number_of_instances: 2000, precision: 0.9641, predictive_accuracy: 0.964, prior_entropy: 3.3219, relative_absolute_error: 0.0462, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0775, root_relative_squared_error: 0.2584, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9695, kappa: 0.9661, kb_relative_information_score: 0.968, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.18, weighted_recall: 0.9695, number_of_instances: 2000, precision: 0.9698, predictive_accuracy: 0.9695, prior_entropy: 3.3219, relative_absolute_error: 0.043, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0683, root_relative_squared_error: 0.2277, unweighted_recall: 0.9695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9635, kappa: 0.9594, kb_relative_information_score: 0.9576, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.18, weighted_recall: 0.9635, number_of_instances: 2000, precision: 0.964, predictive_accuracy: 0.9635, prior_entropy: 3.3219, relative_absolute_error: 0.0597, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.253, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.965, kappa: 0.9611, kb_relative_information_score: 0.9639, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.18, weighted_recall: 0.965, number_of_instances: 2000, precision: 0.9652, predictive_accuracy: 0.965, prior_entropy: 3.3219, relative_absolute_error: 0.0431, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0782, root_relative_squared_error: 0.2608, unweighted_recall: 0.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9625, kappa: 0.9583, kb_relative_information_score: 0.9594, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.18, weighted_recall: 0.9625, number_of_instances: 2000, precision: 0.963, predictive_accuracy: 0.9625, prior_entropy: 3.3219, relative_absolute_error: 0.0534, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0788, root_relative_squared_error: 0.2628, unweighted_recall: 0.9625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.913, kappa: 0.9033, kb_relative_information_score: 0.9087, mean_absolute_error: 0.0202, mean_prior_absolute_error: 0.18, weighted_recall: 0.913, number_of_instances: 2000, precision: 0.9135, predictive_accuracy: 0.913, prior_entropy: 3.3219, relative_absolute_error: 0.112, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1204, root_relative_squared_error: 0.4012, unweighted_recall: 0.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9665, kappa: 0.9628, kb_relative_information_score: 0.964, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.18, weighted_recall: 0.9665, number_of_instances: 2000, precision: 0.9667, predictive_accuracy: 0.9665, prior_entropy: 3.3219, relative_absolute_error: 0.049, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0719, root_relative_squared_error: 0.2398, unweighted_recall: 0.9665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9665, kappa: 0.9628, kb_relative_information_score: 0.96, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.18, weighted_recall: 0.9665, number_of_instances: 2000, precision: 0.9666, predictive_accuracy: 0.9665, prior_entropy: 3.3219, relative_absolute_error: 0.0593, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0712, root_relative_squared_error: 0.2373, unweighted_recall: 0.9665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.964, kappa: 0.96, kb_relative_information_score: 0.9627, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, weighted_recall: 0.964, number_of_instances: 2000, precision: 0.9641, predictive_accuracy: 0.964, prior_entropy: 3.3219, relative_absolute_error: 0.052, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0733, root_relative_squared_error: 0.2445, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9625, kappa: 0.9583, kb_relative_information_score: 0.9619, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.18, weighted_recall: 0.9625, number_of_instances: 2000, precision: 0.9626, predictive_accuracy: 0.9625, prior_entropy: 3.3219, relative_absolute_error: 0.0487, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0771, root_relative_squared_error: 0.2571, unweighted_recall: 0.9625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9645, kappa: 0.9606, kb_relative_information_score: 0.9627, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.18, weighted_recall: 0.9645, number_of_instances: 2000, precision: 0.9647, predictive_accuracy: 0.9645, prior_entropy: 3.3219, relative_absolute_error: 0.0488, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0752, root_relative_squared_error: 0.2506, unweighted_recall: 0.9645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9575, kappa: 0.9528, kb_relative_information_score: 0.9584, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, weighted_recall: 0.9575, number_of_instances: 2000, precision: 0.9577, predictive_accuracy: 0.9575, prior_entropy: 3.3219, relative_absolute_error: 0.0504, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0826, root_relative_squared_error: 0.2753, unweighted_recall: 0.9575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8078, f_measure: 0.7058, kappa: 0.6728, kb_relative_information_score: 0.6943, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.18, weighted_recall: 0.7055, number_of_instances: 2000, precision: 0.7139, predictive_accuracy: 0.7055, prior_entropy: 3.3219, relative_absolute_error: 0.3386, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.7814, unweighted_recall: 0.7055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9516, kappa: 0.9461, kb_relative_information_score: 0.9482, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, weighted_recall: 0.9515, number_of_instances: 2000, precision: 0.9521, predictive_accuracy: 0.9515, prior_entropy: 3.3219, relative_absolute_error: 0.0721, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0824, root_relative_squared_error: 0.2746, unweighted_recall: 0.9515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9555, kappa: 0.9506, kb_relative_information_score: 0.9562, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, weighted_recall: 0.9555, number_of_instances: 2000, precision: 0.9557, predictive_accuracy: 0.9555, prior_entropy: 3.3219, relative_absolute_error: 0.0522, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.2845, unweighted_recall: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9681, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, weighted_recall: 0.97, number_of_instances: 2000, precision: 0.9703, predictive_accuracy: 0.97, prior_entropy: 3.3219, relative_absolute_error: 0.0413, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.069, root_relative_squared_error: 0.2299, unweighted_recall: 0.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9385, kappa: 0.9317, kb_relative_information_score: 0.9363, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 2000, precision: 0.9388, predictive_accuracy: 0.9385, prior_entropy: 3.3219, relative_absolute_error: 0.0905, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0927, root_relative_squared_error: 0.3091, unweighted_recall: 0.9385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.965, kappa: 0.9611, kb_relative_information_score: 0.9653, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.18, weighted_recall: 0.965, number_of_instances: 2000, precision: 0.9653, predictive_accuracy: 0.965, prior_entropy: 3.3219, relative_absolute_error: 0.0469, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0706, root_relative_squared_error: 0.2353, unweighted_recall: 0.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9616, kappa: 0.9572, kb_relative_information_score: 0.9578, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.18, weighted_recall: 0.9615, number_of_instances: 2000, precision: 0.9619, predictive_accuracy: 0.9615, prior_entropy: 3.3219, relative_absolute_error: 0.0567, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0784, root_relative_squared_error: 0.2613, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9171, kappa: 0.9078, kb_relative_information_score: 0.9142, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.18, weighted_recall: 0.917, number_of_instances: 2000, precision: 0.9179, predictive_accuracy: 0.917, prior_entropy: 3.3219, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.118, root_relative_squared_error: 0.3932, unweighted_recall: 0.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9685, kappa: 0.965, kb_relative_information_score: 0.9663, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.18, weighted_recall: 0.9685, number_of_instances: 2000, precision: 0.9688, predictive_accuracy: 0.9685, prior_entropy: 3.3219, relative_absolute_error: 0.0426, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.2414, unweighted_recall: 0.9685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9676, kappa: 0.9639, kb_relative_information_score: 0.959, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.18, weighted_recall: 0.9675, number_of_instances: 2000, precision: 0.968, predictive_accuracy: 0.9675, prior_entropy: 3.3219, relative_absolute_error: 0.0619, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.072, root_relative_squared_error: 0.2399, unweighted_recall: 0.9675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9615, kappa: 0.9572, kb_relative_information_score: 0.9629, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.18, weighted_recall: 0.9615, number_of_instances: 2000, precision: 0.9616, predictive_accuracy: 0.9615, prior_entropy: 3.3219, relative_absolute_error: 0.0479, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0763, root_relative_squared_error: 0.2544, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9656, kappa: 0.9617, kb_relative_information_score: 0.9622, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.18, weighted_recall: 0.9655, number_of_instances: 2000, precision: 0.9659, predictive_accuracy: 0.9655, prior_entropy: 3.3219, relative_absolute_error: 0.0512, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.072, root_relative_squared_error: 0.2401, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.965, kappa: 0.9611, kb_relative_information_score: 0.9641, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.18, weighted_recall: 0.965, number_of_instances: 2000, precision: 0.9651, predictive_accuracy: 0.965, prior_entropy: 3.3219, relative_absolute_error: 0.045, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2528, unweighted_recall: 0.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 0.962, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, weighted_recall: 0.963, number_of_instances: 2000, precision: 0.9631, predictive_accuracy: 0.963, prior_entropy: 3.3219, relative_absolute_error: 0.0445, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0796, root_relative_squared_error: 0.2652, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.957, kappa: 0.9522, kb_relative_information_score: 0.9569, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, weighted_recall: 0.957, number_of_instances: 2000, precision: 0.9573, predictive_accuracy: 0.957, prior_entropy: 3.3219, relative_absolute_error: 0.0524, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.2796, unweighted_recall: 0.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9654, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.18, weighted_recall: 0.97, number_of_instances: 2000, precision: 0.9701, predictive_accuracy: 0.97, prior_entropy: 3.3219, relative_absolute_error: 0.0457, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0716, root_relative_squared_error: 0.2386, unweighted_recall: 0.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.969, kappa: 0.9656, kb_relative_information_score: 0.9653, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.18, weighted_recall: 0.969, number_of_instances: 2000, precision: 0.9692, predictive_accuracy: 0.969, prior_entropy: 3.3219, relative_absolute_error: 0.0491, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0684, root_relative_squared_error: 0.2279, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9465, kappa: 0.9406, kb_relative_information_score: 0.945, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, weighted_recall: 0.9465, number_of_instances: 2000, precision: 0.9469, predictive_accuracy: 0.9465, prior_entropy: 3.3219, relative_absolute_error: 0.0689, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.3087, unweighted_recall: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9121, kappa: 0.9022, kb_relative_information_score: 0.9111, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.18, weighted_recall: 0.912, number_of_instances: 2000, precision: 0.9127, predictive_accuracy: 0.912, prior_entropy: 3.3219, relative_absolute_error: 0.1021, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.124, root_relative_squared_error: 0.4133, unweighted_recall: 0.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9551, kappa: 0.95, kb_relative_information_score: 0.9539, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.18, weighted_recall: 0.955, number_of_instances: 2000, precision: 0.9553, predictive_accuracy: 0.955, prior_entropy: 3.3219, relative_absolute_error: 0.0581, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0837, root_relative_squared_error: 0.2789, unweighted_recall: 0.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.968, kappa: 0.9644, kb_relative_information_score: 0.9644, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.18, weighted_recall: 0.968, number_of_instances: 2000, precision: 0.9683, predictive_accuracy: 0.968, prior_entropy: 3.3219, relative_absolute_error: 0.0509, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0695, root_relative_squared_error: 0.2316, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.8381, kappa: 0.8194, kb_relative_information_score: 0.8328, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.18, weighted_recall: 0.8375, number_of_instances: 2000, precision: 0.84, predictive_accuracy: 0.8375, prior_entropy: 3.3219, relative_absolute_error: 0.2022, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.5421, unweighted_recall: 0.8375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.96, kappa: 0.9556, kb_relative_information_score: 0.9581, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.18, weighted_recall: 0.96, number_of_instances: 2000, precision: 0.9601, predictive_accuracy: 0.96, prior_entropy: 3.3219, relative_absolute_error: 0.0569, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.2575, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.956, kappa: 0.9511, kb_relative_information_score: 0.94, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, weighted_recall: 0.956, number_of_instances: 2000, precision: 0.9563, predictive_accuracy: 0.956, prior_entropy: 3.3219, relative_absolute_error: 0.0963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.2658, unweighted_recall: 0.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 0.9625, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, weighted_recall: 0.963, number_of_instances: 2000, precision: 0.9633, predictive_accuracy: 0.963, prior_entropy: 3.3219, relative_absolute_error: 0.0505, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0753, root_relative_squared_error: 0.2509, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 0.9613, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.18, weighted_recall: 0.9605, number_of_instances: 2000, precision: 0.9607, predictive_accuracy: 0.9605, prior_entropy: 3.3219, relative_absolute_error: 0.0478, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0779, root_relative_squared_error: 0.2597, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9649, kappa: 0.9611, kb_relative_information_score: 0.9665, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.18, weighted_recall: 0.965, number_of_instances: 2000, precision: 0.9651, predictive_accuracy: 0.965, prior_entropy: 3.3219, relative_absolute_error: 0.0401, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0751, root_relative_squared_error: 0.2503, unweighted_recall: 0.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9626, kappa: 0.9583, kb_relative_information_score: 0.9549, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.18, weighted_recall: 0.9625, number_of_instances: 2000, precision: 0.9628, predictive_accuracy: 0.9625, prior_entropy: 3.3219, relative_absolute_error: 0.0681, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0741, root_relative_squared_error: 0.2472, unweighted_recall: 0.9625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 0.9666, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.18, weighted_recall: 0.971, number_of_instances: 2000, precision: 0.9711, predictive_accuracy: 0.971, prior_entropy: 3.3219, relative_absolute_error: 0.0456, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0692, root_relative_squared_error: 0.2308, unweighted_recall: 0.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.964, kappa: 0.96, kb_relative_information_score: 0.9613, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.18, weighted_recall: 0.964, number_of_instances: 2000, precision: 0.9642, predictive_accuracy: 0.964, prior_entropy: 3.3219, relative_absolute_error: 0.0509, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0754, root_relative_squared_error: 0.2514, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9685, kappa: 0.965, kb_relative_information_score: 0.9673, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.18, weighted_recall: 0.9685, number_of_instances: 2000, precision: 0.9687, predictive_accuracy: 0.9685, prior_entropy: 3.3219, relative_absolute_error: 0.0448, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.069, root_relative_squared_error: 0.2302, unweighted_recall: 0.9685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9665, kappa: 0.9628, kb_relative_information_score: 0.968, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, weighted_recall: 0.9665, number_of_instances: 2000, precision: 0.9666, predictive_accuracy: 0.9665, prior_entropy: 3.3219, relative_absolute_error: 0.0385, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.2422, unweighted_recall: 0.9665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9615, kappa: 0.9572, kb_relative_information_score: 0.9631, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.18, weighted_recall: 0.9615, number_of_instances: 2000, precision: 0.9618, predictive_accuracy: 0.9615, prior_entropy: 3.3219, relative_absolute_error: 0.0455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.2573, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9599, kappa: 0.9556, kb_relative_information_score: 0.96, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.18, weighted_recall: 0.96, number_of_instances: 2000, precision: 0.9601, predictive_accuracy: 0.96, prior_entropy: 3.3219, relative_absolute_error: 0.051, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.2624, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9634, kappa: 0.9594, kb_relative_information_score: 0.9646, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.18, weighted_recall: 0.9635, number_of_instances: 2000, precision: 0.9636, predictive_accuracy: 0.9635, prior_entropy: 3.3219, relative_absolute_error: 0.0458, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0761, root_relative_squared_error: 0.2537, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9536, kappa: 0.9483, kb_relative_information_score: 0.9543, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.18, weighted_recall: 0.9535, number_of_instances: 2000, precision: 0.9541, predictive_accuracy: 0.9535, prior_entropy: 3.3219, relative_absolute_error: 0.0555, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0864, root_relative_squared_error: 0.2879, unweighted_recall: 0.9535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.962, kappa: 0.9578, kb_relative_information_score: 0.9625, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, weighted_recall: 0.962, number_of_instances: 2000, precision: 0.9621, predictive_accuracy: 0.962, prior_entropy: 3.3219, relative_absolute_error: 0.0482, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0765, root_relative_squared_error: 0.2549, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9638, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.18, weighted_recall: 0.97, number_of_instances: 2000, precision: 0.9701, predictive_accuracy: 0.97, prior_entropy: 3.3219, relative_absolute_error: 0.0532, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0681, root_relative_squared_error: 0.227, unweighted_recall: 0.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9665, kappa: 0.9628, kb_relative_information_score: 0.9655, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.18, weighted_recall: 0.9665, number_of_instances: 2000, precision: 0.9666, predictive_accuracy: 0.9665, prior_entropy: 3.3219, relative_absolute_error: 0.0452, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.2412, unweighted_recall: 0.9665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9565, kappa: 0.9517, kb_relative_information_score: 0.9533, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.18, weighted_recall: 0.9565, number_of_instances: 2000, precision: 0.9567, predictive_accuracy: 0.9565, prior_entropy: 3.3219, relative_absolute_error: 0.0608, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.2797, unweighted_recall: 0.9565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.969, kappa: 0.9656, kb_relative_information_score: 0.9696, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.18, weighted_recall: 0.969, number_of_instances: 2000, precision: 0.9692, predictive_accuracy: 0.969, prior_entropy: 3.3219, relative_absolute_error: 0.0372, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0713, root_relative_squared_error: 0.2376, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9695, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, weighted_recall: 0.97, number_of_instances: 2000, precision: 0.9701, predictive_accuracy: 0.97, prior_entropy: 3.3219, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0691, root_relative_squared_error: 0.2305, unweighted_recall: 0.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.946, kappa: 0.94, kb_relative_information_score: 0.948, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.18, weighted_recall: 0.946, number_of_instances: 2000, precision: 0.9463, predictive_accuracy: 0.946, prior_entropy: 3.3219, relative_absolute_error: 0.0599, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.3175, unweighted_recall: 0.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9555, kappa: 0.9506, kb_relative_information_score: 0.9526, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.18, weighted_recall: 0.9555, number_of_instances: 2000, precision: 0.9557, predictive_accuracy: 0.9555, prior_entropy: 3.3219, relative_absolute_error: 0.064, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0821, root_relative_squared_error: 0.2738, unweighted_recall: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9545, kappa: 0.9494, kb_relative_information_score: 0.9547, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, weighted_recall: 0.9545, number_of_instances: 2000, precision: 0.9548, predictive_accuracy: 0.9545, prior_entropy: 3.3219, relative_absolute_error: 0.0524, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.2939, unweighted_recall: 0.9545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9675, kappa: 0.9639, kb_relative_information_score: 0.967, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, weighted_recall: 0.9675, number_of_instances: 2000, precision: 0.9676, predictive_accuracy: 0.9675, prior_entropy: 3.3219, relative_absolute_error: 0.0392, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.074, root_relative_squared_error: 0.2468, unweighted_recall: 0.9675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9621, kappa: 0.9578, kb_relative_information_score: 0.9612, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.18, weighted_recall: 0.962, number_of_instances: 2000, precision: 0.9624, predictive_accuracy: 0.962, prior_entropy: 3.3219, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0791, root_relative_squared_error: 0.2638, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.961, kappa: 0.9567, kb_relative_information_score: 0.96, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.18, weighted_recall: 0.961, number_of_instances: 2000, precision: 0.9614, predictive_accuracy: 0.961, prior_entropy: 3.3219, relative_absolute_error: 0.0531, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.2522, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9581, kappa: 0.9533, kb_relative_information_score: 0.9512, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.18, weighted_recall: 0.958, number_of_instances: 2000, precision: 0.9586, predictive_accuracy: 0.958, prior_entropy: 3.3219, relative_absolute_error: 0.0701, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0793, root_relative_squared_error: 0.2643, unweighted_recall: 0.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7891, f_measure: 0.666, kappa: 0.6289, kb_relative_information_score: 0.6526, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.18, weighted_recall: 0.666, number_of_instances: 2000, precision: 0.67, predictive_accuracy: 0.666, prior_entropy: 3.3219, relative_absolute_error: 0.3816, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.8371, unweighted_recall: 0.666,

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