Task
Supervised Classification on mfeat-factors

Supervised Classification on mfeat-factors

Task 12 Supervised Classification mfeat-factors 23315 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 random_tag study_1 study_107 study_123 study_14 study_218 study_41 study_50 study_7 study_70 study_73 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5848, kappa: 0.1, kb_relative_information_score: 0.1215, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.18, weighted_recall: 0.19, number_of_instances: 2000, predictive_accuracy: 0.19, prior_entropy: 3.3219, relative_absolute_error: 0.9133, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2868, root_relative_squared_error: 0.9559, unweighted_recall: 0.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9716, kappa: 0.9683, kb_relative_information_score: 0.9702, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.18, weighted_recall: 0.9715, number_of_instances: 2000, precision: 0.9719, predictive_accuracy: 0.9715, prior_entropy: 3.3219, relative_absolute_error: 0.0317, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0755, root_relative_squared_error: 0.2517, usercpu_time_millis: 22.175, usercpu_time_millis_testing: 0.3, usercpu_time_millis_training: 21.875, unweighted_recall: 0.9715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9686, mean_absolute_error: 0.006, 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: 0.0333, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0775, root_relative_squared_error: 0.2582, usercpu_time_millis: 96.77, usercpu_time_millis_testing: 0.51, usercpu_time_millis_training: 96.26, unweighted_recall: 0.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.973, kappa: 0.97, kb_relative_information_score: 0.9729, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, weighted_recall: 0.973, number_of_instances: 2000, precision: 0.9731, predictive_accuracy: 0.973, prior_entropy: 3.3219, relative_absolute_error: 0.0367, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0652, root_relative_squared_error: 0.2172, unweighted_recall: 0.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9636, kappa: 0.9594, kb_relative_information_score: 0.9544, mean_absolute_error: 0.0128, 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: 0.071, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0738, root_relative_squared_error: 0.2461, unweighted_recall: 0.9635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.8596, kappa: 0.8428, kb_relative_information_score: 0.8541, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.18, weighted_recall: 0.8585, number_of_instances: 2000, precision: 0.862, predictive_accuracy: 0.8585, prior_entropy: 3.3219, relative_absolute_error: 0.1679, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1564, root_relative_squared_error: 0.5214, unweighted_recall: 0.8585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9676, kappa: 0.9639, kb_relative_information_score: 0.9663, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.18, weighted_recall: 0.9675, number_of_instances: 2000, precision: 0.9679, predictive_accuracy: 0.9675, prior_entropy: 3.3219, relative_absolute_error: 0.0462, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.2358, unweighted_recall: 0.9675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.972, kappa: 0.9689, kb_relative_information_score: 0.9677, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.18, weighted_recall: 0.972, number_of_instances: 2000, precision: 0.9722, predictive_accuracy: 0.972, prior_entropy: 3.3219, relative_absolute_error: 0.046, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0676, root_relative_squared_error: 0.2254, unweighted_recall: 0.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9552, kappa: 0.95, kb_relative_information_score: 0.9542, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.18, weighted_recall: 0.955, number_of_instances: 2000, precision: 0.9558, predictive_accuracy: 0.955, prior_entropy: 3.3219, relative_absolute_error: 0.058, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.084, root_relative_squared_error: 0.2799, unweighted_recall: 0.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.973, kappa: 0.97, kb_relative_information_score: 0.9729, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.18, weighted_recall: 0.973, number_of_instances: 2000, precision: 0.9732, predictive_accuracy: 0.973, prior_entropy: 3.3219, relative_absolute_error: 0.0313, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0695, root_relative_squared_error: 0.2317, unweighted_recall: 0.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.8919, kappa: 0.8783, kb_relative_information_score: 0.8823, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.18, weighted_recall: 0.8905, number_of_instances: 2000, precision: 0.8946, predictive_accuracy: 0.8905, prior_entropy: 3.3219, relative_absolute_error: 0.1411, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1321, root_relative_squared_error: 0.4405, unweighted_recall: 0.8905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.961, kappa: 0.9567, kb_relative_information_score: 0.9572, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.18, weighted_recall: 0.961, number_of_instances: 2000, precision: 0.9613, predictive_accuracy: 0.961, prior_entropy: 3.3219, relative_absolute_error: 0.0595, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0769, root_relative_squared_error: 0.2564, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.969, kappa: 0.9656, kb_relative_information_score: 0.9681, mean_absolute_error: 0.0071, 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: 0.0396, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.073, root_relative_squared_error: 0.2434, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9645, kappa: 0.9606, kb_relative_information_score: 0.9644, mean_absolute_error: 0.0079, 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: 0.0438, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0763, root_relative_squared_error: 0.2543, unweighted_recall: 0.9645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9661, kappa: 0.9622, kb_relative_information_score: 0.9649, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, weighted_recall: 0.966, number_of_instances: 2000, precision: 0.9662, predictive_accuracy: 0.966, prior_entropy: 3.3219, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0755, root_relative_squared_error: 0.2517, unweighted_recall: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9556, kappa: 0.9506, kb_relative_information_score: 0.9561, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.18, weighted_recall: 0.9555, number_of_instances: 2000, precision: 0.9563, predictive_accuracy: 0.9555, prior_entropy: 3.3219, relative_absolute_error: 0.0514, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0876, root_relative_squared_error: 0.292, unweighted_recall: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.973, kappa: 0.97, kb_relative_information_score: 0.9715, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, weighted_recall: 0.973, number_of_instances: 2000, precision: 0.9732, predictive_accuracy: 0.973, prior_entropy: 3.3219, relative_absolute_error: 0.0365, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0662, root_relative_squared_error: 0.2207, unweighted_recall: 0.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9675, kappa: 0.9639, kb_relative_information_score: 0.9664, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.18, weighted_recall: 0.9675, number_of_instances: 2000, precision: 0.9677, predictive_accuracy: 0.9675, prior_entropy: 3.3219, relative_absolute_error: 0.0433, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0722, root_relative_squared_error: 0.2406, unweighted_recall: 0.9675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9745, kappa: 0.9717, kb_relative_information_score: 0.9727, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.18, weighted_recall: 0.9745, number_of_instances: 2000, precision: 0.9746, predictive_accuracy: 0.9745, prior_entropy: 3.3219, relative_absolute_error: 0.0359, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0654, root_relative_squared_error: 0.2179, unweighted_recall: 0.9745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9418, f_measure: 0.9161, kappa: 0.9067, kb_relative_information_score: 0.9138, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.18, weighted_recall: 0.916, number_of_instances: 2000, precision: 0.919, predictive_accuracy: 0.916, prior_entropy: 3.3219, relative_absolute_error: 0.0956, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.126, root_relative_squared_error: 0.4199, unweighted_recall: 0.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.968, kappa: 0.9644, kb_relative_information_score: 0.9622, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.18, weighted_recall: 0.968, number_of_instances: 2000, precision: 0.968, predictive_accuracy: 0.968, prior_entropy: 3.3219, relative_absolute_error: 0.0553, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0704, root_relative_squared_error: 0.2347, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9675, kappa: 0.9639, kb_relative_information_score: 0.9661, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.18, weighted_recall: 0.9675, number_of_instances: 2000, precision: 0.9677, predictive_accuracy: 0.9675, prior_entropy: 3.3219, relative_absolute_error: 0.0455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0717, root_relative_squared_error: 0.2391, unweighted_recall: 0.9675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9655, kappa: 0.9617, kb_relative_information_score: 0.967, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.18, weighted_recall: 0.9655, number_of_instances: 2000, precision: 0.9658, predictive_accuracy: 0.9655, prior_entropy: 3.3219, relative_absolute_error: 0.0425, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0726, root_relative_squared_error: 0.242, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9292, kappa: 0.9211, kb_relative_information_score: 0.9189, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.18, weighted_recall: 0.929, number_of_instances: 2000, precision: 0.9298, predictive_accuracy: 0.929, prior_entropy: 3.3219, relative_absolute_error: 0.1066, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1071, root_relative_squared_error: 0.357, unweighted_recall: 0.929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9765, kappa: 0.9739, kb_relative_information_score: 0.9759, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.18, weighted_recall: 0.9765, number_of_instances: 2000, precision: 0.9766, predictive_accuracy: 0.9765, prior_entropy: 3.3219, relative_absolute_error: 0.0319, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0616, root_relative_squared_error: 0.2053, unweighted_recall: 0.9765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9675, kappa: 0.9639, kb_relative_information_score: 0.968, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, weighted_recall: 0.9675, number_of_instances: 2000, precision: 0.9678, predictive_accuracy: 0.9675, prior_entropy: 3.3219, relative_absolute_error: 0.0389, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0743, root_relative_squared_error: 0.2478, unweighted_recall: 0.9675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9626, kappa: 0.9583, kb_relative_information_score: 0.9591, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.18, weighted_recall: 0.9625, number_of_instances: 2000, precision: 0.9629, predictive_accuracy: 0.9625, prior_entropy: 3.3219, relative_absolute_error: 0.0555, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0758, root_relative_squared_error: 0.2528, unweighted_recall: 0.9625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.968, kappa: 0.9644, kb_relative_information_score: 0.9629, mean_absolute_error: 0.0101, 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: 0.0563, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0694, root_relative_squared_error: 0.2314, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9596, kappa: 0.955, kb_relative_information_score: 0.9595, mean_absolute_error: 0.0089, 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: 0.0493, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0821, root_relative_squared_error: 0.2738, unweighted_recall: 0.9595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.961, kappa: 0.9567, kb_relative_information_score: 0.963, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.18, weighted_recall: 0.961, number_of_instances: 2000, precision: 0.9611, predictive_accuracy: 0.961, prior_entropy: 3.3219, relative_absolute_error: 0.0448, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0794, root_relative_squared_error: 0.2647, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9565, kappa: 0.9517, kb_relative_information_score: 0.9567, mean_absolute_error: 0.0096, 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: 0.0533, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.2819, unweighted_recall: 0.9565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9661, kappa: 0.9622, kb_relative_information_score: 0.9671, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, weighted_recall: 0.966, number_of_instances: 2000, precision: 0.9664, predictive_accuracy: 0.966, prior_entropy: 3.3219, relative_absolute_error: 0.0409, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0728, root_relative_squared_error: 0.2427, unweighted_recall: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9641, kappa: 0.96, kb_relative_information_score: 0.9612, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.18, weighted_recall: 0.964, number_of_instances: 2000, precision: 0.9645, predictive_accuracy: 0.964, prior_entropy: 3.3219, relative_absolute_error: 0.0538, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0749, root_relative_squared_error: 0.2498, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9586, kappa: 0.9539, kb_relative_information_score: 0.9572, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.18, weighted_recall: 0.9585, number_of_instances: 2000, precision: 0.9589, predictive_accuracy: 0.9585, prior_entropy: 3.3219, relative_absolute_error: 0.0562, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0792, root_relative_squared_error: 0.2639, unweighted_recall: 0.9585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 0.9708, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.18, weighted_recall: 0.971, number_of_instances: 2000, precision: 0.9712, predictive_accuracy: 0.971, prior_entropy: 3.3219, relative_absolute_error: 0.0359, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0697, root_relative_squared_error: 0.2322, unweighted_recall: 0.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.966, kappa: 0.9622, kb_relative_information_score: 0.9662, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, weighted_recall: 0.966, number_of_instances: 2000, precision: 0.9662, predictive_accuracy: 0.966, prior_entropy: 3.3219, relative_absolute_error: 0.0446, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0728, root_relative_squared_error: 0.2427, unweighted_recall: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9705, kappa: 0.9672, kb_relative_information_score: 0.9687, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, weighted_recall: 0.9705, number_of_instances: 2000, precision: 0.9706, predictive_accuracy: 0.9705, prior_entropy: 3.3219, relative_absolute_error: 0.0447, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0668, root_relative_squared_error: 0.2226, unweighted_recall: 0.9705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9706, kappa: 0.9672, kb_relative_information_score: 0.9637, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.18, weighted_recall: 0.9705, number_of_instances: 2000, precision: 0.9708, predictive_accuracy: 0.9705, prior_entropy: 3.3219, relative_absolute_error: 0.0534, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0701, root_relative_squared_error: 0.2337, unweighted_recall: 0.9705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.964, kappa: 0.96, kb_relative_information_score: 0.9589, mean_absolute_error: 0.0108, 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: 0.0598, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.2488, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.966, kappa: 0.9622, kb_relative_information_score: 0.9576, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.18, weighted_recall: 0.966, number_of_instances: 2000, precision: 0.9664, predictive_accuracy: 0.966, prior_entropy: 3.3219, relative_absolute_error: 0.0646, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0729, root_relative_squared_error: 0.243, unweighted_recall: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9691, kappa: 0.9656, kb_relative_information_score: 0.9644, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, weighted_recall: 0.969, number_of_instances: 2000, precision: 0.9694, predictive_accuracy: 0.969, prior_entropy: 3.3219, relative_absolute_error: 0.052, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0699, root_relative_squared_error: 0.2329, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9656, kappa: 0.9617, kb_relative_information_score: 0.9632, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, weighted_recall: 0.9655, number_of_instances: 2000, precision: 0.9658, predictive_accuracy: 0.9655, prior_entropy: 3.3219, relative_absolute_error: 0.0485, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0745, root_relative_squared_error: 0.2482, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.8779, kappa: 0.8639, kb_relative_information_score: 0.8706, mean_absolute_error: 0.0283, mean_prior_absolute_error: 0.18, weighted_recall: 0.8775, number_of_instances: 2000, precision: 0.879, predictive_accuracy: 0.8775, prior_entropy: 3.3219, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1417, root_relative_squared_error: 0.4722, unweighted_recall: 0.8775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9626, kappa: 0.9583, kb_relative_information_score: 0.9625, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.18, weighted_recall: 0.9625, number_of_instances: 2000, precision: 0.9629, predictive_accuracy: 0.9625, prior_entropy: 3.3219, relative_absolute_error: 0.0466, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0789, root_relative_squared_error: 0.263, unweighted_recall: 0.9625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9645, kappa: 0.9606, kb_relative_information_score: 0.9646, mean_absolute_error: 0.0086, 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: 0.0479, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.2438, unweighted_recall: 0.9645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9695, kappa: 0.9661, kb_relative_information_score: 0.9687, mean_absolute_error: 0.0072, 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: 0.0401, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0703, root_relative_squared_error: 0.2345, unweighted_recall: 0.9695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.955, kappa: 0.95, kb_relative_information_score: 0.9053, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.18, weighted_recall: 0.955, number_of_instances: 2000, precision: 0.9552, predictive_accuracy: 0.955, prior_entropy: 3.3219, relative_absolute_error: 0.1724, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0928, root_relative_squared_error: 0.3095, unweighted_recall: 0.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 0.9715, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.18, weighted_recall: 0.971, number_of_instances: 2000, precision: 0.9712, predictive_accuracy: 0.971, prior_entropy: 3.3219, relative_absolute_error: 0.0361, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0683, root_relative_squared_error: 0.2275, unweighted_recall: 0.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.969, kappa: 0.9656, kb_relative_information_score: 0.9637, mean_absolute_error: 0.0096, 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: 0.0534, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.2356, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.966, kappa: 0.9622, kb_relative_information_score: 0.9613, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.18, weighted_recall: 0.966, number_of_instances: 2000, precision: 0.9663, predictive_accuracy: 0.966, prior_entropy: 3.3219, relative_absolute_error: 0.0499, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0766, root_relative_squared_error: 0.2553, unweighted_recall: 0.966,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.968, kappa: 0.9644, kb_relative_information_score: 0.969, mean_absolute_error: 0.0072, 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: 0.0401, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.2349, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 0.9632, mean_absolute_error: 0.009, 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: 0.05, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0749, root_relative_squared_error: 0.2496, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.968, kappa: 0.9644, kb_relative_information_score: 0.9684, mean_absolute_error: 0.0072, 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: 0.04, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0725, root_relative_squared_error: 0.2417, unweighted_recall: 0.968,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.958, kappa: 0.9533, kb_relative_information_score: 0.9589, mean_absolute_error: 0.0086, 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: 0.0479, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0845, root_relative_squared_error: 0.2818, unweighted_recall: 0.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9705, kappa: 0.9672, kb_relative_information_score: 0.9701, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, weighted_recall: 0.9705, number_of_instances: 2000, precision: 0.9706, predictive_accuracy: 0.9705, prior_entropy: 3.3219, relative_absolute_error: 0.041, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0666, root_relative_squared_error: 0.2221, unweighted_recall: 0.9705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9655, kappa: 0.9617, kb_relative_information_score: 0.9618, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, weighted_recall: 0.9655, number_of_instances: 2000, precision: 0.9658, predictive_accuracy: 0.9655, prior_entropy: 3.3219, relative_absolute_error: 0.0506, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0747, root_relative_squared_error: 0.2491, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.8643, kappa: 0.8478, kb_relative_information_score: 0.852, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.18, weighted_recall: 0.863, number_of_instances: 2000, precision: 0.8677, predictive_accuracy: 0.863, prior_entropy: 3.3219, relative_absolute_error: 0.1797, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1468, root_relative_squared_error: 0.4893, unweighted_recall: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.972, kappa: 0.9689, kb_relative_information_score: 0.9721, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.18, weighted_recall: 0.972, number_of_instances: 2000, precision: 0.9722, predictive_accuracy: 0.972, prior_entropy: 3.3219, relative_absolute_error: 0.0325, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.2311, unweighted_recall: 0.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9665, kappa: 0.9628, kb_relative_information_score: 0.9653, mean_absolute_error: 0.0082, 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: 0.0458, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0729, root_relative_squared_error: 0.2429, unweighted_recall: 0.9665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.955, kappa: 0.95, kb_relative_information_score: 0.9486, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.18, weighted_recall: 0.955, number_of_instances: 2000, precision: 0.9552, predictive_accuracy: 0.955, prior_entropy: 3.3219, relative_absolute_error: 0.0742, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.2763, unweighted_recall: 0.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9641, kappa: 0.96, kb_relative_information_score: 0.9616, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, weighted_recall: 0.964, number_of_instances: 2000, precision: 0.9643, predictive_accuracy: 0.964, prior_entropy: 3.3219, relative_absolute_error: 0.0484, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0795, root_relative_squared_error: 0.265, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9706, kappa: 0.9672, kb_relative_information_score: 0.9658, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.18, weighted_recall: 0.9705, number_of_instances: 2000, precision: 0.9708, predictive_accuracy: 0.9705, prior_entropy: 3.3219, relative_absolute_error: 0.048, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.07, root_relative_squared_error: 0.2333, unweighted_recall: 0.9705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9695, kappa: 0.9661, kb_relative_information_score: 0.9675, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, weighted_recall: 0.9695, number_of_instances: 2000, precision: 0.9697, predictive_accuracy: 0.9695, prior_entropy: 3.3219, relative_absolute_error: 0.044, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0695, root_relative_squared_error: 0.2315, unweighted_recall: 0.9695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.9286, kappa: 0.9206, kb_relative_information_score: 0.9262, mean_absolute_error: 0.0159, mean_prior_absolute_error: 0.18, weighted_recall: 0.9285, number_of_instances: 2000, precision: 0.9294, predictive_accuracy: 0.9285, prior_entropy: 3.3219, relative_absolute_error: 0.0884, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1112, root_relative_squared_error: 0.3706, unweighted_recall: 0.9285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9637, mean_absolute_error: 0.0099, 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: 0.0552, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0681, root_relative_squared_error: 0.2271, unweighted_recall: 0.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9615, kappa: 0.9572, kb_relative_information_score: 0.9604, mean_absolute_error: 0.0093, 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: 0.0518, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0775, root_relative_squared_error: 0.2584, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 0.9599, mean_absolute_error: 0.0105, 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: 0.0582, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.074, root_relative_squared_error: 0.2465, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9695, kappa: 0.9661, kb_relative_information_score: 0.9692, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, weighted_recall: 0.9695, number_of_instances: 2000, precision: 0.9696, predictive_accuracy: 0.9695, prior_entropy: 3.3219, relative_absolute_error: 0.0397, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0698, root_relative_squared_error: 0.2327, unweighted_recall: 0.9695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9556, kappa: 0.9506, kb_relative_information_score: 0.9528, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.18, weighted_recall: 0.9555, number_of_instances: 2000, precision: 0.9558, predictive_accuracy: 0.9555, prior_entropy: 3.3219, relative_absolute_error: 0.0602, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.2859, unweighted_recall: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9645, kappa: 0.9606, kb_relative_information_score: 0.9536, mean_absolute_error: 0.0129, 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: 0.0716, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0764, root_relative_squared_error: 0.2547, unweighted_recall: 0.9645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.964, kappa: 0.96, kb_relative_information_score: 0.9647, mean_absolute_error: 0.0076, 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: 0.0425, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0782, root_relative_squared_error: 0.2607, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9492, kappa: 0.9433, kb_relative_information_score: 0.9483, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.18, weighted_recall: 0.949, number_of_instances: 2000, precision: 0.9499, predictive_accuracy: 0.949, prior_entropy: 3.3219, relative_absolute_error: 0.0732, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.2829, unweighted_recall: 0.949,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9675, kappa: 0.9639, kb_relative_information_score: 0.9636, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, weighted_recall: 0.9675, number_of_instances: 2000, precision: 0.9677, predictive_accuracy: 0.9675, prior_entropy: 3.3219, relative_absolute_error: 0.0506, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0722, root_relative_squared_error: 0.2406, unweighted_recall: 0.9675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 0.9634, mean_absolute_error: 0.0089, 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: 0.0494, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0748, root_relative_squared_error: 0.2492, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9461, kappa: 0.94, kb_relative_information_score: 0.9451, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.18, weighted_recall: 0.946, number_of_instances: 2000, precision: 0.9465, predictive_accuracy: 0.946, prior_entropy: 3.3219, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.3081, unweighted_recall: 0.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9657, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.18, weighted_recall: 0.97, number_of_instances: 2000, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 3.3219, relative_absolute_error: 0.0478, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0696, root_relative_squared_error: 0.2321, unweighted_recall: 0.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.9442, kappa: 0.9378, kb_relative_information_score: 0.9445, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, weighted_recall: 0.944, number_of_instances: 2000, precision: 0.9447, predictive_accuracy: 0.944, prior_entropy: 3.3219, relative_absolute_error: 0.0691, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0938, root_relative_squared_error: 0.3128, unweighted_recall: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.8767, kappa: 0.8622, kb_relative_information_score: 0.8695, mean_absolute_error: 0.0281, mean_prior_absolute_error: 0.18, weighted_recall: 0.876, number_of_instances: 2000, precision: 0.8798, predictive_accuracy: 0.876, prior_entropy: 3.3219, relative_absolute_error: 0.1559, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1456, root_relative_squared_error: 0.4854, unweighted_recall: 0.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.957, kappa: 0.9522, kb_relative_information_score: 0.956, mean_absolute_error: 0.0099, 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: 0.055, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0841, root_relative_squared_error: 0.2805, unweighted_recall: 0.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 0.9706, mean_absolute_error: 0.0067, 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: 0.0375, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.069, root_relative_squared_error: 0.23, unweighted_recall: 0.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 0.9617, mean_absolute_error: 0.0087, 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: 0.0485, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0775, root_relative_squared_error: 0.2583, unweighted_recall: 0.963,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 0.9713, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.18, weighted_recall: 0.971, number_of_instances: 2000, precision: 0.9712, predictive_accuracy: 0.971, prior_entropy: 3.3219, relative_absolute_error: 0.0362, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.2261, unweighted_recall: 0.971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9695, kappa: 0.9661, kb_relative_information_score: 0.9655, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.18, weighted_recall: 0.9695, number_of_instances: 2000, precision: 0.9696, predictive_accuracy: 0.9695, prior_entropy: 3.3219, relative_absolute_error: 0.0463, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0715, root_relative_squared_error: 0.2384, unweighted_recall: 0.9695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9626, kappa: 0.9583, kb_relative_information_score: 0.9532, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, weighted_recall: 0.9625, number_of_instances: 2000, precision: 0.9629, predictive_accuracy: 0.9625, prior_entropy: 3.3219, relative_absolute_error: 0.072, 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: 0.9975, f_measure: 0.953, kappa: 0.9478, kb_relative_information_score: 0.9014, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.18, weighted_recall: 0.953, number_of_instances: 2000, precision: 0.9533, predictive_accuracy: 0.953, prior_entropy: 3.3219, relative_absolute_error: 0.178, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.317, unweighted_recall: 0.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.961, kappa: 0.9567, kb_relative_information_score: 0.9624, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, weighted_recall: 0.961, number_of_instances: 2000, precision: 0.9613, predictive_accuracy: 0.961, prior_entropy: 3.3219, relative_absolute_error: 0.052, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0752, root_relative_squared_error: 0.2508, unweighted_recall: 0.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8672, f_measure: 0.8286, kappa: 0.8017, kb_relative_information_score: 0.8173, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.18, weighted_recall: 0.8215, number_of_instances: 2000, precision: 0.847, predictive_accuracy: 0.8215, prior_entropy: 3.3219, relative_absolute_error: 0.2001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.614, unweighted_recall: 0.8215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9363, kappa: 0.9289, kb_relative_information_score: 0.9319, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.18, weighted_recall: 0.936, number_of_instances: 2000, precision: 0.9374, predictive_accuracy: 0.936, prior_entropy: 3.3219, relative_absolute_error: 0.0833, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1055, root_relative_squared_error: 0.3518, unweighted_recall: 0.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9595, kappa: 0.955, kb_relative_information_score: 0.9601, mean_absolute_error: 0.009, 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: 0.0498, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0805, root_relative_squared_error: 0.2683, unweighted_recall: 0.9595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9449, f_measure: 0.9031, kappa: 0.8922, kb_relative_information_score: 0.9001, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.18, weighted_recall: 0.903, number_of_instances: 2000, precision: 0.9044, predictive_accuracy: 0.903, prior_entropy: 3.3219, relative_absolute_error: 0.1133, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1317, root_relative_squared_error: 0.4389, unweighted_recall: 0.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9487, kappa: 0.9428, kb_relative_information_score: 0.9406, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.18, weighted_recall: 0.9485, number_of_instances: 2000, precision: 0.9493, predictive_accuracy: 0.9485, prior_entropy: 3.3219, relative_absolute_error: 0.0843, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0862, root_relative_squared_error: 0.2874, unweighted_recall: 0.9485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9615, kappa: 0.9572, kb_relative_information_score: 0.9598, mean_absolute_error: 0.0108, 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: 0.06, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0737, root_relative_squared_error: 0.2455, unweighted_recall: 0.9615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.965, kappa: 0.9611, kb_relative_information_score: 0.9654, mean_absolute_error: 0.0084, 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: 0.0468, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.2415, unweighted_recall: 0.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9645, kappa: 0.9606, kb_relative_information_score: 0.9597, mean_absolute_error: 0.0105, 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: 0.0584, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0736, root_relative_squared_error: 0.2455, unweighted_recall: 0.9645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9692, mean_absolute_error: 0.007, 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: 0.0388, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0711, root_relative_squared_error: 0.2369, unweighted_recall: 0.97,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9675, kappa: 0.9639, kb_relative_information_score: 0.9674, mean_absolute_error: 0.0081, 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: 0.0447, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0694, root_relative_squared_error: 0.2312, unweighted_recall: 0.9675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.974, kappa: 0.9711, kb_relative_information_score: 0.9739, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.18, weighted_recall: 0.974, number_of_instances: 2000, precision: 0.9741, predictive_accuracy: 0.974, prior_entropy: 3.3219, relative_absolute_error: 0.0324, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0656, root_relative_squared_error: 0.2188, unweighted_recall: 0.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9406, kappa: 0.9339, kb_relative_information_score: 0.8837, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.18, weighted_recall: 0.9405, number_of_instances: 2000, precision: 0.9413, predictive_accuracy: 0.9405, prior_entropy: 3.3219, relative_absolute_error: 0.2019, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.103, root_relative_squared_error: 0.3434, unweighted_recall: 0.9405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.959, kappa: 0.9544, kb_relative_information_score: 0.9515, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, weighted_recall: 0.959, number_of_instances: 2000, precision: 0.9593, predictive_accuracy: 0.959, prior_entropy: 3.3219, relative_absolute_error: 0.0729, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0761, root_relative_squared_error: 0.2537, unweighted_recall: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9655, kappa: 0.9617, kb_relative_information_score: 0.9631, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.18, weighted_recall: 0.9655, number_of_instances: 2000, precision: 0.9657, predictive_accuracy: 0.9655, prior_entropy: 3.3219, relative_absolute_error: 0.0471, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0766, root_relative_squared_error: 0.2553, unweighted_recall: 0.9655,

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

OpenML APIs