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: 0.9982, f_measure: 0.9596, kappa: 0.955, kb_relative_information_score: 0.9459, mean_absolute_error: 0.0148, mean_prior_absolute_error: 0.18, weighted_recall: 0.9595, number_of_instances: 2000, precision: 0.96, predictive_accuracy: 0.9595, prior_entropy: 3.3219, relative_absolute_error: 0.0823, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0791, root_relative_squared_error: 0.2636, unweighted_recall: 0.9595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.957, kappa: 0.9522, kb_relative_information_score: 0.957, 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: 0.052, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2812, unweighted_recall: 0.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.7928, kappa: 0.77, kb_relative_information_score: 0.7855, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.18, weighted_recall: 0.793, number_of_instances: 2000, precision: 0.7942, predictive_accuracy: 0.793, prior_entropy: 3.3219, relative_absolute_error: 0.2432, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1957, root_relative_squared_error: 0.6525, unweighted_recall: 0.793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9635, kappa: 0.9594, kb_relative_information_score: 0.9618, mean_absolute_error: 0.0085, 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: 0.0471, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0775, root_relative_squared_error: 0.2583, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.962, kappa: 0.9578, kb_relative_information_score: 0.9495, mean_absolute_error: 0.0143, 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: 0.0795, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0753, root_relative_squared_error: 0.2512, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9416, kappa: 0.935, kb_relative_information_score: 0.9373, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.18, weighted_recall: 0.9415, number_of_instances: 2000, precision: 0.9421, predictive_accuracy: 0.9415, prior_entropy: 3.3219, relative_absolute_error: 0.0866, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0937, root_relative_squared_error: 0.3123, unweighted_recall: 0.9415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9595, kappa: 0.955, kb_relative_information_score: 0.9588, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.18, weighted_recall: 0.9595, number_of_instances: 2000, precision: 0.9598, predictive_accuracy: 0.9595, prior_entropy: 3.3219, relative_absolute_error: 0.0527, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0801, root_relative_squared_error: 0.2669, unweighted_recall: 0.9595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.962, kappa: 0.9578, kb_relative_information_score: 0.9619, mean_absolute_error: 0.0082, 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: 0.0458, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0805, root_relative_squared_error: 0.2685, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.944, kappa: 0.9378, kb_relative_information_score: 0.9424, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.18, weighted_recall: 0.944, number_of_instances: 2000, precision: 0.9442, predictive_accuracy: 0.944, prior_entropy: 3.3219, relative_absolute_error: 0.0715, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.3177, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9645, kappa: 0.9606, kb_relative_information_score: 0.9593, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.18, weighted_recall: 0.9645, number_of_instances: 2000, precision: 0.9646, predictive_accuracy: 0.9645, prior_entropy: 3.3219, relative_absolute_error: 0.0573, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2485, unweighted_recall: 0.9645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9645, kappa: 0.9606, kb_relative_information_score: 0.9507, mean_absolute_error: 0.014, 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: 0.0776, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0748, root_relative_squared_error: 0.2492, unweighted_recall: 0.9645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9631, kappa: 0.9589, kb_relative_information_score: 0.961, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.18, weighted_recall: 0.963, number_of_instances: 2000, precision: 0.9632, predictive_accuracy: 0.963, prior_entropy: 3.3219, relative_absolute_error: 0.047, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0799, root_relative_squared_error: 0.2663, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9735, kappa: 0.9706, kb_relative_information_score: 0.9725, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.18, weighted_recall: 0.9735, number_of_instances: 2000, precision: 0.9735, predictive_accuracy: 0.9735, prior_entropy: 3.3219, relative_absolute_error: 0.0344, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0673, root_relative_squared_error: 0.2242, unweighted_recall: 0.9735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.968, kappa: 0.9644, kb_relative_information_score: 0.9652, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.18, weighted_recall: 0.968, number_of_instances: 2000, precision: 0.9681, predictive_accuracy: 0.968, prior_entropy: 3.3219, relative_absolute_error: 0.047, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0713, root_relative_squared_error: 0.2377, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.96, kappa: 0.9556, kb_relative_information_score: 0.9618, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.18, weighted_recall: 0.96, number_of_instances: 2000, precision: 0.9604, predictive_accuracy: 0.96, prior_entropy: 3.3219, relative_absolute_error: 0.0491, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.2574, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.967, kappa: 0.9633, kb_relative_information_score: 0.9641, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.18, weighted_recall: 0.967, number_of_instances: 2000, precision: 0.9671, predictive_accuracy: 0.967, prior_entropy: 3.3219, relative_absolute_error: 0.0456, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.2486, unweighted_recall: 0.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9645, kappa: 0.9606, kb_relative_information_score: 0.9593, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.18, weighted_recall: 0.9645, number_of_instances: 2000, precision: 0.9646, predictive_accuracy: 0.9645, prior_entropy: 3.3219, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0758, root_relative_squared_error: 0.2525, unweighted_recall: 0.9645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9521, kappa: 0.9467, kb_relative_information_score: 0.9541, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.18, weighted_recall: 0.952, number_of_instances: 2000, precision: 0.9525, predictive_accuracy: 0.952, prior_entropy: 3.3219, relative_absolute_error: 0.0557, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0864, root_relative_squared_error: 0.2879, unweighted_recall: 0.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9596, kappa: 0.955, kb_relative_information_score: 0.9608, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.18, weighted_recall: 0.9595, number_of_instances: 2000, precision: 0.9599, predictive_accuracy: 0.9595, prior_entropy: 3.3219, relative_absolute_error: 0.0466, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0814, root_relative_squared_error: 0.2712, unweighted_recall: 0.9595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9636, kappa: 0.9594, kb_relative_information_score: 0.9625, mean_absolute_error: 0.0085, 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: 0.0474, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2529, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9585, kappa: 0.9539, kb_relative_information_score: 0.9578, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, weighted_recall: 0.9585, number_of_instances: 2000, precision: 0.9588, predictive_accuracy: 0.9585, prior_entropy: 3.3219, relative_absolute_error: 0.0495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2833, unweighted_recall: 0.9585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9486, kappa: 0.9428, kb_relative_information_score: 0.9448, mean_absolute_error: 0.0131, 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: 0.0726, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0887, root_relative_squared_error: 0.2957, unweighted_recall: 0.9485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9621, kappa: 0.9578, kb_relative_information_score: 0.9607, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, weighted_recall: 0.962, number_of_instances: 2000, precision: 0.9623, predictive_accuracy: 0.962, prior_entropy: 3.3219, relative_absolute_error: 0.0507, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0765, root_relative_squared_error: 0.255, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9606, kappa: 0.9561, kb_relative_information_score: 0.9436, mean_absolute_error: 0.016, 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: 0.0891, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0793, root_relative_squared_error: 0.2645, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9646, kappa: 0.9606, kb_relative_information_score: 0.9622, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.18, weighted_recall: 0.9645, number_of_instances: 2000, precision: 0.9649, predictive_accuracy: 0.9645, prior_entropy: 3.3219, relative_absolute_error: 0.0488, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.076, root_relative_squared_error: 0.2534, unweighted_recall: 0.9645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.972, kappa: 0.9689, kb_relative_information_score: 0.9699, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, weighted_recall: 0.972, number_of_instances: 2000, precision: 0.9721, predictive_accuracy: 0.972, prior_entropy: 3.3219, relative_absolute_error: 0.0408, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0668, root_relative_squared_error: 0.2225, unweighted_recall: 0.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.965, kappa: 0.9611, kb_relative_information_score: 0.9623, mean_absolute_error: 0.0096, 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: 0.0531, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0711, root_relative_squared_error: 0.2371, unweighted_recall: 0.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.968, kappa: 0.9644, kb_relative_information_score: 0.9693, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.18, weighted_recall: 0.968, number_of_instances: 2000, precision: 0.9681, predictive_accuracy: 0.968, prior_entropy: 3.3219, relative_absolute_error: 0.035, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0744, root_relative_squared_error: 0.2479, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.967, kappa: 0.9633, kb_relative_information_score: 0.9655, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.18, weighted_recall: 0.967, number_of_instances: 2000, precision: 0.9671, predictive_accuracy: 0.967, prior_entropy: 3.3219, relative_absolute_error: 0.0461, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0706, root_relative_squared_error: 0.2353, unweighted_recall: 0.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9506, kappa: 0.945, kb_relative_information_score: 0.9486, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.18, weighted_recall: 0.9505, number_of_instances: 2000, precision: 0.9511, predictive_accuracy: 0.9505, prior_entropy: 3.3219, relative_absolute_error: 0.0658, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.2943, unweighted_recall: 0.9505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9655, kappa: 0.9617, kb_relative_information_score: 0.9514, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, weighted_recall: 0.9655, number_of_instances: 2000, precision: 0.9656, predictive_accuracy: 0.9655, prior_entropy: 3.3219, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.2486, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 0.9627, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.18, weighted_recall: 0.9605, number_of_instances: 2000, precision: 0.9606, predictive_accuracy: 0.9605, prior_entropy: 3.3219, relative_absolute_error: 0.0451, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.2658, unweighted_recall: 0.9605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9466, kappa: 0.9406, kb_relative_information_score: 0.9478, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.18, weighted_recall: 0.9465, number_of_instances: 2000, precision: 0.947, predictive_accuracy: 0.9465, prior_entropy: 3.3219, relative_absolute_error: 0.0664, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.297, unweighted_recall: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9695, kappa: 0.9661, kb_relative_information_score: 0.9608, mean_absolute_error: 0.0109, 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: 0.0603, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0684, root_relative_squared_error: 0.228, unweighted_recall: 0.9695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.964, kappa: 0.96, kb_relative_information_score: 0.9604, mean_absolute_error: 0.0096, 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: 0.0533, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0755, root_relative_squared_error: 0.2515, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.965, kappa: 0.9611, kb_relative_information_score: 0.9652, mean_absolute_error: 0.0075, 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: 0.0414, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0774, root_relative_squared_error: 0.2579, unweighted_recall: 0.965,
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: 0.0084, 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: 0.0466, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0779, root_relative_squared_error: 0.2597, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5473, f_measure: 0.2663, kappa: 0.1789, kb_relative_information_score: 0.2279, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.18, weighted_recall: 0.261, number_of_instances: 2000, precision: 0.2938, predictive_accuracy: 0.261, prior_entropy: 3.3219, relative_absolute_error: 0.8215, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.384, root_relative_squared_error: 1.2801, unweighted_recall: 0.261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9437, kappa: 0.9372, kb_relative_information_score: 0.9429, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.18, weighted_recall: 0.9435, number_of_instances: 2000, precision: 0.944, predictive_accuracy: 0.9435, prior_entropy: 3.3219, relative_absolute_error: 0.0761, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.3079, unweighted_recall: 0.9435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9685, kappa: 0.965, kb_relative_information_score: 0.9689, mean_absolute_error: 0.0069, 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: 0.0385, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.071, root_relative_squared_error: 0.2366, unweighted_recall: 0.9685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.943, kappa: 0.9367, kb_relative_information_score: 0.9432, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.18, weighted_recall: 0.943, number_of_instances: 2000, precision: 0.9436, predictive_accuracy: 0.943, prior_entropy: 3.3219, relative_absolute_error: 0.0781, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.3018, unweighted_recall: 0.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9635, kappa: 0.9594, kb_relative_information_score: 0.9641, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, weighted_recall: 0.9635, number_of_instances: 2000, precision: 0.9638, predictive_accuracy: 0.9635, prior_entropy: 3.3219, relative_absolute_error: 0.0433, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0774, root_relative_squared_error: 0.258, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.949, kappa: 0.9433, kb_relative_information_score: 0.95, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.18, weighted_recall: 0.949, number_of_instances: 2000, precision: 0.9493, predictive_accuracy: 0.949, prior_entropy: 3.3219, relative_absolute_error: 0.0612, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.3028, unweighted_recall: 0.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9441, kappa: 0.9378, kb_relative_information_score: 0.9387, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.18, weighted_recall: 0.944, number_of_instances: 2000, precision: 0.9445, predictive_accuracy: 0.944, prior_entropy: 3.3219, relative_absolute_error: 0.0841, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.3062, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.962, kappa: 0.9578, kb_relative_information_score: 0.9555, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.18, weighted_recall: 0.962, number_of_instances: 2000, precision: 0.9623, predictive_accuracy: 0.962, prior_entropy: 3.3219, relative_absolute_error: 0.0635, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.076, root_relative_squared_error: 0.2534, unweighted_recall: 0.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9745, kappa: 0.9717, kb_relative_information_score: 0.9713, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.18, weighted_recall: 0.9745, number_of_instances: 2000, precision: 0.9747, predictive_accuracy: 0.9745, prior_entropy: 3.3219, relative_absolute_error: 0.038, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.221, unweighted_recall: 0.9745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.918, kappa: 0.9089, kb_relative_information_score: 0.9163, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.18, weighted_recall: 0.918, number_of_instances: 2000, precision: 0.919, predictive_accuracy: 0.918, prior_entropy: 3.3219, relative_absolute_error: 0.1088, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1129, root_relative_squared_error: 0.3764, unweighted_recall: 0.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9656, kappa: 0.9617, kb_relative_information_score: 0.9634, mean_absolute_error: 0.009, 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: 0.0498, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0737, root_relative_squared_error: 0.2457, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9665, kappa: 0.9628, kb_relative_information_score: 0.9666, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, weighted_recall: 0.9665, number_of_instances: 2000, precision: 0.9668, predictive_accuracy: 0.9665, prior_entropy: 3.3219, relative_absolute_error: 0.039, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.2539, unweighted_recall: 0.9665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9685, kappa: 0.965, kb_relative_information_score: 0.9644, mean_absolute_error: 0.0096, 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: 0.0532, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0671, root_relative_squared_error: 0.2238, unweighted_recall: 0.9685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.969, kappa: 0.9656, kb_relative_information_score: 0.9705, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, weighted_recall: 0.969, number_of_instances: 2000, precision: 0.969, predictive_accuracy: 0.969, prior_entropy: 3.3219, relative_absolute_error: 0.0384, 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: 0.9985, f_measure: 0.965, kappa: 0.9611, kb_relative_information_score: 0.9647, mean_absolute_error: 0.0083, 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: 0.0461, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0738, root_relative_squared_error: 0.2461, unweighted_recall: 0.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9466, kappa: 0.9406, kb_relative_information_score: 0.9322, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.18, weighted_recall: 0.9465, number_of_instances: 2000, precision: 0.947, predictive_accuracy: 0.9465, prior_entropy: 3.3219, relative_absolute_error: 0.1004, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.2953, unweighted_recall: 0.9465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9313, kappa: 0.9233, kb_relative_information_score: 0.9295, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.18, weighted_recall: 0.931, number_of_instances: 2000, precision: 0.9323, predictive_accuracy: 0.931, prior_entropy: 3.3219, relative_absolute_error: 0.0903, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1035, root_relative_squared_error: 0.345, unweighted_recall: 0.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9614, kappa: 0.9572, kb_relative_information_score: 0.9611, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, weighted_recall: 0.9615, number_of_instances: 2000, precision: 0.9615, predictive_accuracy: 0.9615, prior_entropy: 3.3219, relative_absolute_error: 0.0483, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.2609, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9385, kappa: 0.9317, kb_relative_information_score: 0.9365, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.18, weighted_recall: 0.9385, number_of_instances: 2000, precision: 0.9389, predictive_accuracy: 0.9385, prior_entropy: 3.3219, relative_absolute_error: 0.0857, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.3182, unweighted_recall: 0.9385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9651, kappa: 0.9611, kb_relative_information_score: 0.961, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.18, weighted_recall: 0.965, number_of_instances: 2000, precision: 0.9654, predictive_accuracy: 0.965, prior_entropy: 3.3219, relative_absolute_error: 0.0525, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0737, root_relative_squared_error: 0.2456, unweighted_recall: 0.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.96, kappa: 0.9556, kb_relative_information_score: 0.9611, mean_absolute_error: 0.0086, 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: 0.0477, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0794, root_relative_squared_error: 0.2646, unweighted_recall: 0.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.8621, kappa: 0.8467, kb_relative_information_score: 0.8542, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.18, weighted_recall: 0.862, number_of_instances: 2000, precision: 0.863, predictive_accuracy: 0.862, prior_entropy: 3.3219, relative_absolute_error: 0.1922, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4823, unweighted_recall: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, f_measure: 0.8507, kappa: 0.8339, kb_relative_information_score: 0.8441, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.18, weighted_recall: 0.8505, number_of_instances: 2000, precision: 0.8518, predictive_accuracy: 0.8505, prior_entropy: 3.3219, relative_absolute_error: 0.2, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1508, root_relative_squared_error: 0.5027, unweighted_recall: 0.8505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9608, f_measure: 0.84, kappa: 0.8222, kb_relative_information_score: 0.8295, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.18, weighted_recall: 0.84, number_of_instances: 2000, precision: 0.841, predictive_accuracy: 0.84, prior_entropy: 3.3219, relative_absolute_error: 0.2251, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.5143, unweighted_recall: 0.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.7955, kappa: 0.7733, kb_relative_information_score: 0.7774, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.18, weighted_recall: 0.796, number_of_instances: 2000, precision: 0.797, predictive_accuracy: 0.796, prior_entropy: 3.3219, relative_absolute_error: 0.3027, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.5711, unweighted_recall: 0.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9379, f_measure: 0.8691, kappa: 0.8544, kb_relative_information_score: 0.8681, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.18, weighted_recall: 0.869, number_of_instances: 2000, precision: 0.87, predictive_accuracy: 0.869, prior_entropy: 3.3219, relative_absolute_error: 0.1495, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.5064, unweighted_recall: 0.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.8393, kappa: 0.8211, kb_relative_information_score: 0.8272, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.18, weighted_recall: 0.839, number_of_instances: 2000, precision: 0.8404, predictive_accuracy: 0.839, prior_entropy: 3.3219, relative_absolute_error: 0.2292, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1544, root_relative_squared_error: 0.5148, unweighted_recall: 0.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.8287, kappa: 0.81, kb_relative_information_score: 0.8152, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.18, weighted_recall: 0.829, number_of_instances: 2000, precision: 0.8311, predictive_accuracy: 0.829, prior_entropy: 3.3219, relative_absolute_error: 0.2451, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1571, root_relative_squared_error: 0.5237, unweighted_recall: 0.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.881, kappa: 0.8678, kb_relative_information_score: 0.8786, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.18, weighted_recall: 0.881, number_of_instances: 2000, precision: 0.8818, predictive_accuracy: 0.881, prior_entropy: 3.3219, relative_absolute_error: 0.1444, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.4752, unweighted_recall: 0.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.8407, kappa: 0.8233, kb_relative_information_score: 0.8341, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.18, weighted_recall: 0.841, number_of_instances: 2000, precision: 0.8425, predictive_accuracy: 0.841, prior_entropy: 3.3219, relative_absolute_error: 0.2204, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1523, root_relative_squared_error: 0.5078, unweighted_recall: 0.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.8636, kappa: 0.8483, kb_relative_information_score: 0.8573, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.18, weighted_recall: 0.8635, number_of_instances: 2000, precision: 0.8645, predictive_accuracy: 0.8635, prior_entropy: 3.3219, relative_absolute_error: 0.176, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1497, root_relative_squared_error: 0.4988, unweighted_recall: 0.8635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.836, kappa: 0.8178, kb_relative_information_score: 0.822, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.18, weighted_recall: 0.836, number_of_instances: 2000, precision: 0.8368, predictive_accuracy: 0.836, prior_entropy: 3.3219, relative_absolute_error: 0.2353, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1551, root_relative_squared_error: 0.5171, unweighted_recall: 0.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, f_measure: 0.8402, kappa: 0.8222, kb_relative_information_score: 0.8298, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.18, weighted_recall: 0.84, number_of_instances: 2000, precision: 0.8413, predictive_accuracy: 0.84, prior_entropy: 3.3219, relative_absolute_error: 0.2225, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1532, root_relative_squared_error: 0.5108, unweighted_recall: 0.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.8598, kappa: 0.8444, kb_relative_information_score: 0.8504, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.18, weighted_recall: 0.86, number_of_instances: 2000, precision: 0.8604, predictive_accuracy: 0.86, prior_entropy: 3.3219, relative_absolute_error: 0.1971, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1444, root_relative_squared_error: 0.4815, unweighted_recall: 0.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.8285, kappa: 0.8094, kb_relative_information_score: 0.8057, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.18, weighted_recall: 0.8285, number_of_instances: 2000, precision: 0.8314, predictive_accuracy: 0.8285, prior_entropy: 3.3219, relative_absolute_error: 0.2535, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.5285, unweighted_recall: 0.8285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.8216, kappa: 0.8017, kb_relative_information_score: 0.8089, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.18, weighted_recall: 0.8215, number_of_instances: 2000, precision: 0.8224, predictive_accuracy: 0.8215, prior_entropy: 3.3219, relative_absolute_error: 0.2553, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.16, root_relative_squared_error: 0.5334, unweighted_recall: 0.8215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.8414, kappa: 0.8233, kb_relative_information_score: 0.8256, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.18, weighted_recall: 0.841, number_of_instances: 2000, precision: 0.8435, predictive_accuracy: 0.841, prior_entropy: 3.3219, relative_absolute_error: 0.2268, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1535, root_relative_squared_error: 0.5117, unweighted_recall: 0.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.8369, kappa: 0.8178, kb_relative_information_score: 0.8221, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.18, weighted_recall: 0.836, number_of_instances: 2000, precision: 0.8396, predictive_accuracy: 0.836, prior_entropy: 3.3219, relative_absolute_error: 0.2328, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.153, root_relative_squared_error: 0.5099, unweighted_recall: 0.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.8532, kappa: 0.8367, kb_relative_information_score: 0.8412, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, weighted_recall: 0.853, number_of_instances: 2000, precision: 0.8543, predictive_accuracy: 0.853, prior_entropy: 3.3219, relative_absolute_error: 0.209, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1484, root_relative_squared_error: 0.4946, unweighted_recall: 0.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.8711, kappa: 0.8567, kb_relative_information_score: 0.8728, mean_absolute_error: 0.0287, mean_prior_absolute_error: 0.18, weighted_recall: 0.871, number_of_instances: 2000, precision: 0.8713, predictive_accuracy: 0.871, prior_entropy: 3.3219, relative_absolute_error: 0.1595, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1434, root_relative_squared_error: 0.4779, unweighted_recall: 0.871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.867, kappa: 0.8522, kb_relative_information_score: 0.8622, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.18, weighted_recall: 0.867, number_of_instances: 2000, precision: 0.8676, predictive_accuracy: 0.867, prior_entropy: 3.3219, relative_absolute_error: 0.1781, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.143, root_relative_squared_error: 0.4766, unweighted_recall: 0.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.8911, kappa: 0.8789, kb_relative_information_score: 0.886, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.18, weighted_recall: 0.891, number_of_instances: 2000, precision: 0.8916, predictive_accuracy: 0.891, prior_entropy: 3.3219, relative_absolute_error: 0.1211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1476, root_relative_squared_error: 0.4922, unweighted_recall: 0.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9502, f_measure: 0.8645, kappa: 0.8494, kb_relative_information_score: 0.8595, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.18, weighted_recall: 0.8645, number_of_instances: 2000, precision: 0.8648, predictive_accuracy: 0.8645, prior_entropy: 3.3219, relative_absolute_error: 0.1728, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1484, root_relative_squared_error: 0.4947, unweighted_recall: 0.8645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.8492, kappa: 0.8322, kb_relative_information_score: 0.8356, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.18, weighted_recall: 0.849, number_of_instances: 2000, precision: 0.8505, predictive_accuracy: 0.849, prior_entropy: 3.3219, relative_absolute_error: 0.2137, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.5049, unweighted_recall: 0.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.8453, kappa: 0.8278, kb_relative_information_score: 0.8304, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.18, weighted_recall: 0.845, number_of_instances: 2000, precision: 0.848, predictive_accuracy: 0.845, prior_entropy: 3.3219, relative_absolute_error: 0.2269, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1506, root_relative_squared_error: 0.502, unweighted_recall: 0.845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.8164, kappa: 0.7961, kb_relative_information_score: 0.8069, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.18, weighted_recall: 0.8165, number_of_instances: 2000, precision: 0.817, predictive_accuracy: 0.8165, prior_entropy: 3.3219, relative_absolute_error: 0.2554, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1618, root_relative_squared_error: 0.5392, unweighted_recall: 0.8165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.8778, kappa: 0.8644, kb_relative_information_score: 0.8789, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.18, weighted_recall: 0.878, number_of_instances: 2000, precision: 0.8786, predictive_accuracy: 0.878, prior_entropy: 3.3219, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1438, root_relative_squared_error: 0.4793, unweighted_recall: 0.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.8402, kappa: 0.8222, kb_relative_information_score: 0.8395, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.18, weighted_recall: 0.84, number_of_instances: 2000, precision: 0.841, predictive_accuracy: 0.84, prior_entropy: 3.3219, relative_absolute_error: 0.2065, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1507, root_relative_squared_error: 0.5023, unweighted_recall: 0.84,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.8142, kappa: 0.7933, kb_relative_information_score: 0.797, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.18, weighted_recall: 0.814, number_of_instances: 2000, precision: 0.8162, predictive_accuracy: 0.814, prior_entropy: 3.3219, relative_absolute_error: 0.2635, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.5547, unweighted_recall: 0.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9677, f_measure: 0.8267, kappa: 0.8078, kb_relative_information_score: 0.8087, mean_absolute_error: 0.0458, mean_prior_absolute_error: 0.18, weighted_recall: 0.827, number_of_instances: 2000, precision: 0.828, predictive_accuracy: 0.827, prior_entropy: 3.3219, relative_absolute_error: 0.2547, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1586, root_relative_squared_error: 0.5288, unweighted_recall: 0.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.8493, kappa: 0.8328, kb_relative_information_score: 0.8376, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.18, weighted_recall: 0.8495, number_of_instances: 2000, precision: 0.8504, predictive_accuracy: 0.8495, prior_entropy: 3.3219, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.151, root_relative_squared_error: 0.5033, unweighted_recall: 0.8495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.8717, kappa: 0.8572, kb_relative_information_score: 0.8667, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.18, weighted_recall: 0.8715, number_of_instances: 2000, precision: 0.8729, predictive_accuracy: 0.8715, prior_entropy: 3.3219, relative_absolute_error: 0.1589, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.148, root_relative_squared_error: 0.4934, unweighted_recall: 0.8715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.8732, kappa: 0.8594, kb_relative_information_score: 0.8729, mean_absolute_error: 0.0275, mean_prior_absolute_error: 0.18, weighted_recall: 0.8735, number_of_instances: 2000, precision: 0.8741, predictive_accuracy: 0.8735, prior_entropy: 3.3219, relative_absolute_error: 0.1527, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1429, root_relative_squared_error: 0.4762, unweighted_recall: 0.8735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.8339, kappa: 0.8156, kb_relative_information_score: 0.8221, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.18, weighted_recall: 0.834, number_of_instances: 2000, precision: 0.8363, predictive_accuracy: 0.834, prior_entropy: 3.3219, relative_absolute_error: 0.2336, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.5244, unweighted_recall: 0.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.8311, kappa: 0.8117, kb_relative_information_score: 0.814, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.18, weighted_recall: 0.8305, number_of_instances: 2000, precision: 0.8331, predictive_accuracy: 0.8305, prior_entropy: 3.3219, relative_absolute_error: 0.2457, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1562, root_relative_squared_error: 0.5208, unweighted_recall: 0.8305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.8876, kappa: 0.875, kb_relative_information_score: 0.8772, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.18, weighted_recall: 0.8875, number_of_instances: 2000, precision: 0.8885, predictive_accuracy: 0.8875, prior_entropy: 3.3219, relative_absolute_error: 0.1559, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1379, root_relative_squared_error: 0.4596, unweighted_recall: 0.8875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.8503, kappa: 0.8339, kb_relative_information_score: 0.8402, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.18, weighted_recall: 0.8505, number_of_instances: 2000, precision: 0.851, predictive_accuracy: 0.8505, prior_entropy: 3.3219, relative_absolute_error: 0.2085, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.15, root_relative_squared_error: 0.5001, unweighted_recall: 0.8505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.8299, kappa: 0.8106, kb_relative_information_score: 0.8065, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.18, weighted_recall: 0.8295, number_of_instances: 2000, precision: 0.8309, predictive_accuracy: 0.8295, prior_entropy: 3.3219, relative_absolute_error: 0.2529, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.5326, unweighted_recall: 0.8295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.8527, kappa: 0.8361, kb_relative_information_score: 0.8437, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.18, weighted_recall: 0.8525, number_of_instances: 2000, precision: 0.8538, predictive_accuracy: 0.8525, prior_entropy: 3.3219, relative_absolute_error: 0.204, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1481, root_relative_squared_error: 0.4936, unweighted_recall: 0.8525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.8217, kappa: 0.8011, kb_relative_information_score: 0.8099, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.18, weighted_recall: 0.821, number_of_instances: 2000, precision: 0.8234, predictive_accuracy: 0.821, prior_entropy: 3.3219, relative_absolute_error: 0.249, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1604, root_relative_squared_error: 0.5347, unweighted_recall: 0.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.8336, kappa: 0.815, kb_relative_information_score: 0.8132, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.18, weighted_recall: 0.8335, number_of_instances: 2000, precision: 0.8354, predictive_accuracy: 0.8335, prior_entropy: 3.3219, relative_absolute_error: 0.2441, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.5245, unweighted_recall: 0.8335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.833, kappa: 0.8144, kb_relative_information_score: 0.8307, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.18, weighted_recall: 0.833, number_of_instances: 2000, precision: 0.8346, predictive_accuracy: 0.833, prior_entropy: 3.3219, relative_absolute_error: 0.2168, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.5049, unweighted_recall: 0.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.8654, kappa: 0.8506, kb_relative_information_score: 0.8682, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.18, weighted_recall: 0.8655, number_of_instances: 2000, precision: 0.8661, predictive_accuracy: 0.8655, prior_entropy: 3.3219, relative_absolute_error: 0.1607, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1452, root_relative_squared_error: 0.484, unweighted_recall: 0.8655,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

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