OpenML
Supervised Classification on mfeat-factors

Supervised Classification on mfeat-factors

Task 12 Supervised Classification mfeat-factors 23377 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: 0.9867, f_measure: 0.976, kappa: 0.9733, kb_relative_information_score: 0.9749, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9761, predictive_accuracy: 0.976, prior_entropy: 3.3219, recall: 0.976, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.2309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 0.9744, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9756, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.07, root_relative_squared_error: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.974, kappa: 0.9711, kb_relative_information_score: 0.9728, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9741, predictive_accuracy: 0.974, prior_entropy: 3.3219, recall: 0.974, relative_absolute_error: 0.0289, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0721, root_relative_squared_error: 0.2404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 0.9744, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9756, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0272, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.07, root_relative_squared_error: 0.2333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.975, kappa: 0.9722, kb_relative_information_score: 0.9739, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9751, predictive_accuracy: 0.975, prior_entropy: 3.3219, recall: 0.975, relative_absolute_error: 0.0278, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.2357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 0.9759, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9771, predictive_accuracy: 0.977, prior_entropy: 3.3219, recall: 0.977, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.2261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 0.9759, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9771, predictive_accuracy: 0.977, prior_entropy: 3.3219, recall: 0.977, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.2261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9276, kappa: 0.9194, kb_relative_information_score: 0.5699, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9282, predictive_accuracy: 0.9275, prior_entropy: 3.3219, recall: 0.9275, relative_absolute_error: 0.6749, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2065, root_relative_squared_error: 0.6883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.973, kappa: 0.97, kb_relative_information_score: 0.9729, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9731, predictive_accuracy: 0.973, prior_entropy: 3.3219, recall: 0.973, relative_absolute_error: 0.0328, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.067, root_relative_squared_error: 0.2232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9735, kappa: 0.9706, kb_relative_information_score: 0.9742, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9736, predictive_accuracy: 0.9735, prior_entropy: 3.3219, recall: 0.9735, relative_absolute_error: 0.0322, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0654, root_relative_squared_error: 0.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.972, kappa: 0.9689, kb_relative_information_score: 0.9719, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9721, predictive_accuracy: 0.972, prior_entropy: 3.3219, recall: 0.972, relative_absolute_error: 0.0349, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0678, root_relative_squared_error: 0.2259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.966, kappa: 0.9622, kb_relative_information_score: 0.9673, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9662, predictive_accuracy: 0.966, prior_entropy: 3.3219, recall: 0.966, relative_absolute_error: 0.0404, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0725, root_relative_squared_error: 0.2417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9765, kappa: 0.9739, kb_relative_information_score: 0.9755, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9767, predictive_accuracy: 0.9765, prior_entropy: 3.3219, recall: 0.9765, relative_absolute_error: 0.0304, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0624, root_relative_squared_error: 0.2081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.975, kappa: 0.9722, kb_relative_information_score: 0.9703, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9752, predictive_accuracy: 0.975, prior_entropy: 3.3219, recall: 0.975, relative_absolute_error: 0.0438, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0626, root_relative_squared_error: 0.2088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9705, kappa: 0.9672, kb_relative_information_score: 0.9706, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9708, predictive_accuracy: 0.9705, prior_entropy: 3.3219, recall: 0.9705, relative_absolute_error: 0.0364, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0701, root_relative_squared_error: 0.2335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9636, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9701, predictive_accuracy: 0.97, prior_entropy: 3.3219, recall: 0.97, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0673, root_relative_squared_error: 0.2245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0588, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9629, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 3.3219, recall: 0.97, relative_absolute_error: 0.0556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0677, root_relative_squared_error: 0.2257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9745, kappa: 0.9717, kb_relative_information_score: 0.9754, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9747, predictive_accuracy: 0.9745, prior_entropy: 3.3219, recall: 0.9745, relative_absolute_error: 0.0303, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0641, root_relative_squared_error: 0.2137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 0.975, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9757, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0317, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0637, root_relative_squared_error: 0.2123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9645, kappa: 0.9606, kb_relative_information_score: 0.9629, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9649, predictive_accuracy: 0.9645, prior_entropy: 3.3219, recall: 0.9645, relative_absolute_error: 0.0485, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2529,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.972, kappa: 0.9689, kb_relative_information_score: 0.9731, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9722, predictive_accuracy: 0.972, prior_entropy: 3.3219, recall: 0.972, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0635, root_relative_squared_error: 0.2117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.967, kappa: 0.9633, kb_relative_information_score: 0.9466, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9673, predictive_accuracy: 0.967, prior_entropy: 3.3219, recall: 0.967, relative_absolute_error: 0.0929, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0736, root_relative_squared_error: 0.2452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.961, kappa: 0.9567, kb_relative_information_score: 0.9294, mean_absolute_error: 0.0218, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9613, predictive_accuracy: 0.961, prior_entropy: 3.3219, recall: 0.961, relative_absolute_error: 0.1209, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.2696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9665, kappa: 0.9628, kb_relative_information_score: 0.9552, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9667, predictive_accuracy: 0.9665, prior_entropy: 3.3219, recall: 0.9665, relative_absolute_error: 0.0692, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0732, root_relative_squared_error: 0.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 0.9699, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9712, predictive_accuracy: 0.971, prior_entropy: 3.3219, recall: 0.971, relative_absolute_error: 0.0422, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0666, root_relative_squared_error: 0.2218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9581, kappa: 0.9533, kb_relative_information_score: 0.9294, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9584, predictive_accuracy: 0.958, prior_entropy: 3.3219, recall: 0.958, relative_absolute_error: 0.1238, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0822, root_relative_squared_error: 0.274,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9745, kappa: 0.9717, kb_relative_information_score: 0.9663, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9747, predictive_accuracy: 0.9745, prior_entropy: 3.3219, recall: 0.9745, relative_absolute_error: 0.0504, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0658, root_relative_squared_error: 0.2195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9626, kappa: 0.9583, kb_relative_information_score: 0.9504, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9627, predictive_accuracy: 0.9625, prior_entropy: 3.3219, recall: 0.9625, relative_absolute_error: 0.0813, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0748, root_relative_squared_error: 0.2494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.961, kappa: 0.9567, kb_relative_information_score: 0.9273, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9613, predictive_accuracy: 0.961, prior_entropy: 3.3219, recall: 0.961, relative_absolute_error: 0.1286, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0826, root_relative_squared_error: 0.2753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9665, kappa: 0.9628, kb_relative_information_score: 0.9662, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9667, predictive_accuracy: 0.9665, prior_entropy: 3.3219, recall: 0.9665, relative_absolute_error: 0.0444, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0726, root_relative_squared_error: 0.2418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 0.9714, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9712, predictive_accuracy: 0.971, prior_entropy: 3.3219, recall: 0.971, relative_absolute_error: 0.0352, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0687, root_relative_squared_error: 0.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9735, kappa: 0.9706, kb_relative_information_score: 0.9745, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9737, predictive_accuracy: 0.9735, prior_entropy: 3.3219, recall: 0.9735, relative_absolute_error: 0.0313, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.2161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0588, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9675, kappa: 0.9639, kb_relative_information_score: 0.9679, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9679, predictive_accuracy: 0.9675, prior_entropy: 3.3219, recall: 0.9675, relative_absolute_error: 0.039, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0725, root_relative_squared_error: 0.2417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9625, kappa: 0.9583, kb_relative_information_score: 0.9613, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9627, predictive_accuracy: 0.9625, prior_entropy: 3.3219, recall: 0.9625, relative_absolute_error: 0.047, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0798, root_relative_squared_error: 0.2659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0588, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.942, kappa: 0.9356, kb_relative_information_score: 0.5843, mean_absolute_error: 0.1193, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9422, predictive_accuracy: 0.942, prior_entropy: 3.3219, recall: 0.942, relative_absolute_error: 0.6627, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.6751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9635, kappa: 0.9594, kb_relative_information_score: 0.9438, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9637, predictive_accuracy: 0.9635, prior_entropy: 3.3219, recall: 0.9635, relative_absolute_error: 0.0932, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.2519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9695, kappa: 0.9661, kb_relative_information_score: 0.9692, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9696, predictive_accuracy: 0.9695, prior_entropy: 3.3219, recall: 0.9695, relative_absolute_error: 0.0379, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0709, root_relative_squared_error: 0.2363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9535, kappa: 0.9483, kb_relative_information_score: 0.9532, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9537, predictive_accuracy: 0.9535, prior_entropy: 3.3219, recall: 0.9535, relative_absolute_error: 0.0591, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.2877,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9745, kappa: 0.9717, kb_relative_information_score: 0.9746, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9746, predictive_accuracy: 0.9745, prior_entropy: 3.3219, recall: 0.9745, relative_absolute_error: 0.0308, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0645, root_relative_squared_error: 0.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9451, kappa: 0.9389, kb_relative_information_score: 0.8868, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9455, predictive_accuracy: 0.945, prior_entropy: 3.3219, recall: 0.945, relative_absolute_error: 0.1982, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.3319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9675, kappa: 0.9639, kb_relative_information_score: 0.9633, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9676, predictive_accuracy: 0.9675, prior_entropy: 3.3219, recall: 0.9675, relative_absolute_error: 0.0539, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0689, root_relative_squared_error: 0.2295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0588, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.964, kappa: 0.96, kb_relative_information_score: 0.9559, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9643, predictive_accuracy: 0.964, prior_entropy: 3.3219, recall: 0.964, relative_absolute_error: 0.0662, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9785, kappa: 0.9761, kb_relative_information_score: 0.9767, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9786, predictive_accuracy: 0.9785, prior_entropy: 3.3219, recall: 0.9785, relative_absolute_error: 0.0291, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0622, root_relative_squared_error: 0.2072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.968, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 3.3219, recall: 0.97, relative_absolute_error: 0.0419, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.2287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 0.9616, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9632, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.0491, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.077, root_relative_squared_error: 0.2567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.973, kappa: 0.97, kb_relative_information_score: 0.9748, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9732, predictive_accuracy: 0.973, prior_entropy: 3.3219, recall: 0.973, relative_absolute_error: 0.0314, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0641, root_relative_squared_error: 0.2137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.961, kappa: 0.9567, kb_relative_information_score: 0.9384, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9611, predictive_accuracy: 0.961, prior_entropy: 3.3219, recall: 0.961, relative_absolute_error: 0.1038, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0788, root_relative_squared_error: 0.2627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 0.9757, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9757, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0302, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0635, root_relative_squared_error: 0.2117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9675, kappa: 0.9639, kb_relative_information_score: 0.9448, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9676, predictive_accuracy: 0.9675, prior_entropy: 3.3219, recall: 0.9675, relative_absolute_error: 0.0924, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0743, root_relative_squared_error: 0.2477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.974, kappa: 0.9711, kb_relative_information_score: 0.9747, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9743, predictive_accuracy: 0.974, prior_entropy: 3.3219, recall: 0.974, relative_absolute_error: 0.0316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0641, root_relative_squared_error: 0.2138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.955, kappa: 0.95, kb_relative_information_score: 0.9517, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9552, predictive_accuracy: 0.955, prior_entropy: 3.3219, recall: 0.955, relative_absolute_error: 0.0604, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0857, root_relative_squared_error: 0.2855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9393, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9701, predictive_accuracy: 0.97, prior_entropy: 3.3219, recall: 0.97, relative_absolute_error: 0.1059, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0748, root_relative_squared_error: 0.2492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9606, kappa: 0.9561, kb_relative_information_score: 0.9454, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9608, predictive_accuracy: 0.9605, prior_entropy: 3.3219, recall: 0.9605, relative_absolute_error: 0.0866, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.078, root_relative_squared_error: 0.2601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 0.9405, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9632, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0763, root_relative_squared_error: 0.2545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9555, kappa: 0.9506, kb_relative_information_score: 0.9007, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9558, predictive_accuracy: 0.9555, prior_entropy: 3.3219, recall: 0.9555, relative_absolute_error: 0.1779, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0924, root_relative_squared_error: 0.3081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 0.9711, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9711, predictive_accuracy: 0.971, prior_entropy: 3.3219, recall: 0.971, relative_absolute_error: 0.0352, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0684, root_relative_squared_error: 0.2281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.969, kappa: 0.9656, kb_relative_information_score: 0.9704, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9692, predictive_accuracy: 0.969, prior_entropy: 3.3219, recall: 0.969, relative_absolute_error: 0.0366, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0704, root_relative_squared_error: 0.2347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9673, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 3.3219, recall: 0.97, relative_absolute_error: 0.0441, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0696, root_relative_squared_error: 0.2319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.973, kappa: 0.97, kb_relative_information_score: 0.974, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9732, predictive_accuracy: 0.973, prior_entropy: 3.3219, recall: 0.973, relative_absolute_error: 0.0329, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0654, root_relative_squared_error: 0.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9715, kappa: 0.9683, kb_relative_information_score: 0.9712, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9717, predictive_accuracy: 0.9715, prior_entropy: 3.3219, recall: 0.9715, relative_absolute_error: 0.0386, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0666, root_relative_squared_error: 0.2218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.977, kappa: 0.9744, kb_relative_information_score: 0.9758, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9772, predictive_accuracy: 0.977, prior_entropy: 3.3219, recall: 0.977, relative_absolute_error: 0.03, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0629, root_relative_squared_error: 0.2097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9565, kappa: 0.9517, kb_relative_information_score: 0.951, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9568, predictive_accuracy: 0.9565, prior_entropy: 3.3219, recall: 0.9565, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0795, root_relative_squared_error: 0.2649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9635, kappa: 0.9594, kb_relative_information_score: 0.9578, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9636, predictive_accuracy: 0.9635, prior_entropy: 3.3219, recall: 0.9635, relative_absolute_error: 0.0616, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0729, root_relative_squared_error: 0.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9525, kappa: 0.9472, kb_relative_information_score: 0.9383, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9527, predictive_accuracy: 0.9525, prior_entropy: 3.3219, recall: 0.9525, relative_absolute_error: 0.0951, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2815,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9635, kappa: 0.9594, kb_relative_information_score: 0.9609, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9636, predictive_accuracy: 0.9635, prior_entropy: 3.3219, recall: 0.9635, relative_absolute_error: 0.0503, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0761, root_relative_squared_error: 0.2536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 0.9625, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9633, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.0448, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0791, root_relative_squared_error: 0.2638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.962, kappa: 0.9578, kb_relative_information_score: 0.951, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9622, predictive_accuracy: 0.962, prior_entropy: 3.3219, recall: 0.962, relative_absolute_error: 0.0721, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0763, root_relative_squared_error: 0.2543,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9705, kappa: 0.9672, kb_relative_information_score: 0.9695, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9707, predictive_accuracy: 0.9705, prior_entropy: 3.3219, recall: 0.9705, relative_absolute_error: 0.0369, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.2351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.971, kappa: 0.9678, kb_relative_information_score: 0.9651, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9711, predictive_accuracy: 0.971, prior_entropy: 3.3219, recall: 0.971, relative_absolute_error: 0.0521, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.2209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 0.9575, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9632, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.0569, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0766, root_relative_squared_error: 0.2555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0588, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.967, kappa: 0.9633, kb_relative_information_score: 0.964, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9672, predictive_accuracy: 0.967, prior_entropy: 3.3219, recall: 0.967, relative_absolute_error: 0.0483, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0726, root_relative_squared_error: 0.2419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.975, kappa: 0.9722, kb_relative_information_score: 0.9753, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9752, predictive_accuracy: 0.975, prior_entropy: 3.3219, recall: 0.975, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0643, root_relative_squared_error: 0.2144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9695, kappa: 0.9661, kb_relative_information_score: 0.9707, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9697, predictive_accuracy: 0.9695, prior_entropy: 3.3219, recall: 0.9695, relative_absolute_error: 0.0362, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0696, root_relative_squared_error: 0.2319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.964, kappa: 0.96, kb_relative_information_score: 0.9631, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9641, predictive_accuracy: 0.964, prior_entropy: 3.3219, recall: 0.964, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0778, root_relative_squared_error: 0.2592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0588, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9695, kappa: 0.9661, kb_relative_information_score: 0.9689, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9697, predictive_accuracy: 0.9695, prior_entropy: 3.3219, recall: 0.9695, relative_absolute_error: 0.0372, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0713, root_relative_squared_error: 0.2377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.965, kappa: 0.9611, kb_relative_information_score: 0.9634, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9652, predictive_accuracy: 0.965, prior_entropy: 3.3219, recall: 0.965, relative_absolute_error: 0.0471, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0733, root_relative_squared_error: 0.2443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9695, kappa: 0.9661, kb_relative_information_score: 0.9603, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9697, predictive_accuracy: 0.9695, prior_entropy: 3.3219, recall: 0.9695, relative_absolute_error: 0.0638, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.068, root_relative_squared_error: 0.2267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9735, kappa: 0.9706, kb_relative_information_score: 0.9739, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9737, predictive_accuracy: 0.9735, prior_entropy: 3.3219, recall: 0.9735, relative_absolute_error: 0.033, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.065, root_relative_squared_error: 0.2166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.968, kappa: 0.9644, kb_relative_information_score: 0.9692, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9682, predictive_accuracy: 0.968, prior_entropy: 3.3219, recall: 0.968, relative_absolute_error: 0.037, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.2348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9691, kappa: 0.9656, kb_relative_information_score: 0.9698, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9694, predictive_accuracy: 0.969, prior_entropy: 3.3219, recall: 0.969, relative_absolute_error: 0.0372, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0709, root_relative_squared_error: 0.2365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9595, kappa: 0.955, kb_relative_information_score: 0.9578, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9597, predictive_accuracy: 0.9595, prior_entropy: 3.3219, recall: 0.9595, relative_absolute_error: 0.058, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0784, root_relative_squared_error: 0.2613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.97, kappa: 0.9667, kb_relative_information_score: 0.9713, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9702, predictive_accuracy: 0.97, prior_entropy: 3.3219, recall: 0.97, relative_absolute_error: 0.0356, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0683, root_relative_squared_error: 0.2278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.966, kappa: 0.9622, kb_relative_information_score: 0.9651, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9662, predictive_accuracy: 0.966, prior_entropy: 3.3219, recall: 0.966, relative_absolute_error: 0.0469, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0704, root_relative_squared_error: 0.2346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.967, kappa: 0.9633, kb_relative_information_score: 0.9584, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9672, predictive_accuracy: 0.967, prior_entropy: 3.3219, recall: 0.967, relative_absolute_error: 0.0631, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0718, root_relative_squared_error: 0.2394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9605, kappa: 0.9561, kb_relative_information_score: 0.9585, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9607, predictive_accuracy: 0.9605, prior_entropy: 3.3219, recall: 0.9605, relative_absolute_error: 0.0514, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.082, root_relative_squared_error: 0.2735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.974, kappa: 0.9711, kb_relative_information_score: 0.9751, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9741, predictive_accuracy: 0.974, prior_entropy: 3.3219, recall: 0.974, relative_absolute_error: 0.0314, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0642, root_relative_squared_error: 0.2141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.975, kappa: 0.9722, kb_relative_information_score: 0.9755, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9752, predictive_accuracy: 0.975, prior_entropy: 3.3219, recall: 0.975, relative_absolute_error: 0.0305, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0629, root_relative_squared_error: 0.2098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.969, kappa: 0.9656, kb_relative_information_score: 0.9678, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9691, predictive_accuracy: 0.969, prior_entropy: 3.3219, recall: 0.969, relative_absolute_error: 0.0388, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.2424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.959, kappa: 0.9544, kb_relative_information_score: 0.9567, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9593, predictive_accuracy: 0.959, prior_entropy: 3.3219, recall: 0.959, relative_absolute_error: 0.0571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0812, root_relative_squared_error: 0.2708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.974, kappa: 0.9711, kb_relative_information_score: 0.9732, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9742, predictive_accuracy: 0.974, prior_entropy: 3.3219, recall: 0.974, relative_absolute_error: 0.0332, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.975, kappa: 0.9722, kb_relative_information_score: 0.975, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9751, predictive_accuracy: 0.975, prior_entropy: 3.3219, recall: 0.975, relative_absolute_error: 0.0313, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0639, root_relative_squared_error: 0.2129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.96, kappa: 0.9556, kb_relative_information_score: 0.9568, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9603, predictive_accuracy: 0.96, prior_entropy: 3.3219, recall: 0.96, relative_absolute_error: 0.0566, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.2697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9725, kappa: 0.9694, kb_relative_information_score: 0.9695, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9726, predictive_accuracy: 0.9725, prior_entropy: 3.3219, recall: 0.9725, relative_absolute_error: 0.0414, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0666, root_relative_squared_error: 0.2221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9755, kappa: 0.9728, kb_relative_information_score: 0.9752, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9757, predictive_accuracy: 0.9755, prior_entropy: 3.3219, recall: 0.9755, relative_absolute_error: 0.0307, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0638, root_relative_squared_error: 0.2125,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs