OpenML
Supervised Classification on vowel

Supervised Classification on vowel

Task 3022 Supervised Classification vowel 18971 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_50 study_7 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

18971 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8828, f_measure: 0.7768, kappa: 0.7656, kb_relative_information_score: 0.7784, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7986, predictive_accuracy: 0.7869, prior_entropy: 3.4594, recall: 0.7869, relative_absolute_error: 0.2344, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.6848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9797, kappa: 0.9778, kb_relative_information_score: 0.979, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9799, predictive_accuracy: 0.9798, prior_entropy: 3.4594, recall: 0.9798, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0606, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9807, kappa: 0.9789, kb_relative_information_score: 0.98, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9809, predictive_accuracy: 0.9808, prior_entropy: 3.4594, recall: 0.9808, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9797, kappa: 0.9778, kb_relative_information_score: 0.979, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9799, predictive_accuracy: 0.9798, prior_entropy: 3.4594, recall: 0.9798, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0606, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9808, kappa: 0.9789, kb_relative_information_score: 0.98, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.981, predictive_accuracy: 0.9808, prior_entropy: 3.4594, recall: 0.9808, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9797, kappa: 0.9778, kb_relative_information_score: 0.979, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9799, predictive_accuracy: 0.9798, prior_entropy: 3.4594, recall: 0.9798, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0606, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9808, kappa: 0.9789, kb_relative_information_score: 0.98, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.981, predictive_accuracy: 0.9808, prior_entropy: 3.4594, recall: 0.9808, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.2055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8817, f_measure: 0.774, kappa: 0.7633, kb_relative_information_score: 0.7763, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7965, predictive_accuracy: 0.7848, prior_entropy: 3.4594, recall: 0.7848, relative_absolute_error: 0.2367, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9797, kappa: 0.9778, kb_relative_information_score: 0.979, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9799, predictive_accuracy: 0.9798, prior_entropy: 3.4594, recall: 0.9798, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0606, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9797, kappa: 0.9778, kb_relative_information_score: 0.979, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9799, predictive_accuracy: 0.9798, prior_entropy: 3.4594, recall: 0.9798, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0606, root_relative_squared_error: 0.2108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.94, kappa: 0.9344, kb_relative_information_score: 0.9412, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9406, predictive_accuracy: 0.9404, prior_entropy: 3.4594, recall: 0.9404, relative_absolute_error: 0.0754, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0956, root_relative_squared_error: 0.3326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.8628, kappa: 0.8489, kb_relative_information_score: 0.7878, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8651, predictive_accuracy: 0.8626, prior_entropy: 3.4594, recall: 0.8626, relative_absolute_error: 0.3732, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1495, root_relative_squared_error: 0.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.924, kappa: 0.9167, kb_relative_information_score: 0.8985, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9244, predictive_accuracy: 0.9242, prior_entropy: 3.4594, recall: 0.9242, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1045, root_relative_squared_error: 0.3635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.8677, kappa: 0.8544, kb_relative_information_score: 0.8042, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8696, predictive_accuracy: 0.8677, prior_entropy: 3.4594, recall: 0.8677, relative_absolute_error: 0.347, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1436, root_relative_squared_error: 0.4996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.944, kappa: 0.9389, kb_relative_information_score: 0.9421, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9449, predictive_accuracy: 0.9444, prior_entropy: 3.4594, recall: 0.9444, relative_absolute_error: 0.075, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0938, root_relative_squared_error: 0.3261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9445, kappa: 0.9389, kb_relative_information_score: 0.9385, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.945, predictive_accuracy: 0.9444, prior_entropy: 3.4594, recall: 0.9444, relative_absolute_error: 0.0912, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.09, root_relative_squared_error: 0.3131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9322, kappa: 0.9256, kb_relative_information_score: 0.9214, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.933, predictive_accuracy: 0.9323, prior_entropy: 3.4594, recall: 0.9323, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.3346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9322, kappa: 0.9256, kb_relative_information_score: 0.9214, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.933, predictive_accuracy: 0.9323, prior_entropy: 3.4594, recall: 0.9323, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.3346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9412, kappa: 0.9356, kb_relative_information_score: 0.9422, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9416, predictive_accuracy: 0.9414, prior_entropy: 3.4594, recall: 0.9414, relative_absolute_error: 0.0788, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.3189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9412, kappa: 0.9356, kb_relative_information_score: 0.9422, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9416, predictive_accuracy: 0.9414, prior_entropy: 3.4594, recall: 0.9414, relative_absolute_error: 0.0788, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.3189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.8136, kappa: 0.7967, kb_relative_information_score: 0.7533, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8151, predictive_accuracy: 0.8152, prior_entropy: 3.4594, recall: 0.8152, relative_absolute_error: 0.4203, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.5692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.8136, kappa: 0.7967, kb_relative_information_score: 0.7533, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8151, predictive_accuracy: 0.8152, prior_entropy: 3.4594, recall: 0.8152, relative_absolute_error: 0.4203, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1636, root_relative_squared_error: 0.5692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9494, kappa: 0.9444, kb_relative_information_score: 0.9495, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9497, predictive_accuracy: 0.9495, prior_entropy: 3.4594, recall: 0.9495, relative_absolute_error: 0.0661, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.3018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9494, kappa: 0.9444, kb_relative_information_score: 0.9495, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9497, predictive_accuracy: 0.9495, prior_entropy: 3.4594, recall: 0.9495, relative_absolute_error: 0.0661, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.3018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9545, kappa: 0.95, kb_relative_information_score: 0.9561, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9547, predictive_accuracy: 0.9545, prior_entropy: 3.4594, recall: 0.9545, relative_absolute_error: 0.0589, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0819, root_relative_squared_error: 0.2849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9545, kappa: 0.95, kb_relative_information_score: 0.9561, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9547, predictive_accuracy: 0.9545, prior_entropy: 3.4594, recall: 0.9545, relative_absolute_error: 0.0589, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0819, root_relative_squared_error: 0.2849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9484, kappa: 0.9433, kb_relative_information_score: 0.9496, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9487, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.0731, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9484, kappa: 0.9433, kb_relative_information_score: 0.9496, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9487, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.0731, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9424, kappa: 0.9367, kb_relative_information_score: 0.9353, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9429, predictive_accuracy: 0.9424, prior_entropy: 3.4594, recall: 0.9424, relative_absolute_error: 0.0992, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.3178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9424, kappa: 0.9367, kb_relative_information_score: 0.9353, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9429, predictive_accuracy: 0.9424, prior_entropy: 3.4594, recall: 0.9424, relative_absolute_error: 0.0992, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0914, root_relative_squared_error: 0.3178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9415, kappa: 0.9356, kb_relative_information_score: 0.9398, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9419, predictive_accuracy: 0.9414, prior_entropy: 3.4594, recall: 0.9414, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.3309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9415, kappa: 0.9356, kb_relative_information_score: 0.9398, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9419, predictive_accuracy: 0.9414, prior_entropy: 3.4594, recall: 0.9414, relative_absolute_error: 0.0786, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.3309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9525, kappa: 0.9478, kb_relative_information_score: 0.9545, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.953, predictive_accuracy: 0.9525, prior_entropy: 3.4594, recall: 0.9525, relative_absolute_error: 0.0607, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.083, root_relative_squared_error: 0.2887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9525, kappa: 0.9478, kb_relative_information_score: 0.9545, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.953, predictive_accuracy: 0.9525, prior_entropy: 3.4594, recall: 0.9525, relative_absolute_error: 0.0607, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.083, root_relative_squared_error: 0.2887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.932, kappa: 0.9256, kb_relative_information_score: 0.9335, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9331, predictive_accuracy: 0.9323, prior_entropy: 3.4594, recall: 0.9323, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0963, root_relative_squared_error: 0.3348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.932, kappa: 0.9256, kb_relative_information_score: 0.9335, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9331, predictive_accuracy: 0.9323, prior_entropy: 3.4594, recall: 0.9323, relative_absolute_error: 0.0978, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0963, root_relative_squared_error: 0.3348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.8962, kappa: 0.8867, kb_relative_information_score: 0.8133, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8974, predictive_accuracy: 0.897, prior_entropy: 3.4594, recall: 0.897, relative_absolute_error: 0.3364, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.4703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.8962, kappa: 0.8867, kb_relative_information_score: 0.8133, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8974, predictive_accuracy: 0.897, prior_entropy: 3.4594, recall: 0.897, relative_absolute_error: 0.3364, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.4703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9556, kappa: 0.9511, kb_relative_information_score: 0.9558, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9559, predictive_accuracy: 0.9556, prior_entropy: 3.4594, recall: 0.9556, relative_absolute_error: 0.0599, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.2811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9556, kappa: 0.9511, kb_relative_information_score: 0.9558, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9559, predictive_accuracy: 0.9556, prior_entropy: 3.4594, recall: 0.9556, relative_absolute_error: 0.0599, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.2811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9111, kappa: 0.9022, kb_relative_information_score: 0.9105, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9126, predictive_accuracy: 0.9111, prior_entropy: 3.4594, recall: 0.9111, relative_absolute_error: 0.1192, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.3991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9111, kappa: 0.9022, kb_relative_information_score: 0.9105, mean_absolute_error: 0.0197, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9126, predictive_accuracy: 0.9111, prior_entropy: 3.4594, recall: 0.9111, relative_absolute_error: 0.1192, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.3991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9463, kappa: 0.9411, kb_relative_information_score: 0.9509, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9464, predictive_accuracy: 0.9465, prior_entropy: 3.4594, recall: 0.9465, relative_absolute_error: 0.0628, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.3008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9463, kappa: 0.9411, kb_relative_information_score: 0.9509, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9464, predictive_accuracy: 0.9465, prior_entropy: 3.4594, recall: 0.9465, relative_absolute_error: 0.0628, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.3008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.3957, kappa: 0.3867, kb_relative_information_score: 0.0323, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.4372, predictive_accuracy: 0.4424, prior_entropy: 3.4594, recall: 0.4424, relative_absolute_error: 0.9921, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2852, root_relative_squared_error: 0.9922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, f_measure: 0.3957, kappa: 0.3867, kb_relative_information_score: 0.0323, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.4372, predictive_accuracy: 0.4424, prior_entropy: 3.4594, recall: 0.4424, relative_absolute_error: 0.9921, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2852, root_relative_squared_error: 0.9922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9301, kappa: 0.9233, kb_relative_information_score: 0.9092, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9307, predictive_accuracy: 0.9303, prior_entropy: 3.4594, recall: 0.9303, relative_absolute_error: 0.1583, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.3507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9301, kappa: 0.9233, kb_relative_information_score: 0.9092, mean_absolute_error: 0.0262, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9307, predictive_accuracy: 0.9303, prior_entropy: 3.4594, recall: 0.9303, relative_absolute_error: 0.1583, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.3507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.7549, kappa: 0.7322, kb_relative_information_score: 0.5934, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7613, predictive_accuracy: 0.7566, prior_entropy: 3.4594, recall: 0.7566, relative_absolute_error: 0.6325, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.202, root_relative_squared_error: 0.7028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9754, f_measure: 0.7549, kappa: 0.7322, kb_relative_information_score: 0.5934, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7613, predictive_accuracy: 0.7566, prior_entropy: 3.4594, recall: 0.7566, relative_absolute_error: 0.6325, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.202, root_relative_squared_error: 0.7028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9382, kappa: 0.9322, kb_relative_information_score: 0.937, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9387, predictive_accuracy: 0.9384, prior_entropy: 3.4594, recall: 0.9384, relative_absolute_error: 0.0862, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.3256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9382, kappa: 0.9322, kb_relative_information_score: 0.937, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9387, predictive_accuracy: 0.9384, prior_entropy: 3.4594, recall: 0.9384, relative_absolute_error: 0.0862, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0936, root_relative_squared_error: 0.3256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9505, kappa: 0.9456, kb_relative_information_score: 0.9493, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9508, predictive_accuracy: 0.9505, prior_entropy: 3.4594, recall: 0.9505, relative_absolute_error: 0.0683, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.2996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9505, kappa: 0.9456, kb_relative_information_score: 0.9493, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9508, predictive_accuracy: 0.9505, prior_entropy: 3.4594, recall: 0.9505, relative_absolute_error: 0.0683, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0861, root_relative_squared_error: 0.2996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9555, kappa: 0.9511, kb_relative_information_score: 0.9526, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9559, predictive_accuracy: 0.9556, prior_entropy: 3.4594, recall: 0.9556, relative_absolute_error: 0.0646, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.2917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9555, kappa: 0.9511, kb_relative_information_score: 0.9526, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9559, predictive_accuracy: 0.9556, prior_entropy: 3.4594, recall: 0.9556, relative_absolute_error: 0.0646, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.2917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.905, kappa: 0.8967, kb_relative_information_score: 0.8872, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9065, predictive_accuracy: 0.9061, prior_entropy: 3.4594, recall: 0.9061, relative_absolute_error: 0.1938, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1125, root_relative_squared_error: 0.3915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.905, kappa: 0.8967, kb_relative_information_score: 0.8872, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9065, predictive_accuracy: 0.9061, prior_entropy: 3.4594, recall: 0.9061, relative_absolute_error: 0.1938, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1125, root_relative_squared_error: 0.3915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9536, kappa: 0.9489, kb_relative_information_score: 0.9497, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9538, predictive_accuracy: 0.9535, prior_entropy: 3.4594, recall: 0.9535, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.3001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9536, kappa: 0.9489, kb_relative_information_score: 0.9497, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9538, predictive_accuracy: 0.9535, prior_entropy: 3.4594, recall: 0.9535, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.3001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9423, kappa: 0.9367, kb_relative_information_score: 0.9379, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9431, predictive_accuracy: 0.9424, prior_entropy: 3.4594, recall: 0.9424, relative_absolute_error: 0.0787, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.3289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9423, kappa: 0.9367, kb_relative_information_score: 0.9379, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9431, predictive_accuracy: 0.9424, prior_entropy: 3.4594, recall: 0.9424, relative_absolute_error: 0.0787, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0945, root_relative_squared_error: 0.3289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9403, kappa: 0.9344, kb_relative_information_score: 0.9244, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9405, predictive_accuracy: 0.9404, prior_entropy: 3.4594, recall: 0.9404, relative_absolute_error: 0.1302, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.3196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9403, kappa: 0.9344, kb_relative_information_score: 0.9244, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9405, predictive_accuracy: 0.9404, prior_entropy: 3.4594, recall: 0.9404, relative_absolute_error: 0.1302, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0919, root_relative_squared_error: 0.3196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9516, kappa: 0.9467, kb_relative_information_score: 0.9516, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.952, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.086, root_relative_squared_error: 0.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.0548, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 990, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9516, kappa: 0.9467, kb_relative_information_score: 0.9516, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.952, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.086, root_relative_squared_error: 0.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9162, kappa: 0.9078, kb_relative_information_score: 0.9194, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9171, predictive_accuracy: 0.9162, prior_entropy: 3.4594, recall: 0.9162, relative_absolute_error: 0.105, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.3803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9162, kappa: 0.9078, kb_relative_information_score: 0.9194, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9171, predictive_accuracy: 0.9162, prior_entropy: 3.4594, recall: 0.9162, relative_absolute_error: 0.105, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.3803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9515, kappa: 0.9467, kb_relative_information_score: 0.954, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9517, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0639, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.082, root_relative_squared_error: 0.2851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9515, kappa: 0.9467, kb_relative_information_score: 0.954, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9517, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0639, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.082, root_relative_squared_error: 0.2851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.8359, kappa: 0.82, kb_relative_information_score: 0.7312, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.838, predictive_accuracy: 0.8364, prior_entropy: 3.4594, recall: 0.8364, relative_absolute_error: 0.457, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.5755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9874, f_measure: 0.8359, kappa: 0.82, kb_relative_information_score: 0.7312, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.838, predictive_accuracy: 0.8364, prior_entropy: 3.4594, recall: 0.8364, relative_absolute_error: 0.457, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.5755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.715, kappa: 0.69, kb_relative_information_score: 0.7513, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.717, predictive_accuracy: 0.7182, prior_entropy: 3.4594, recall: 0.7182, relative_absolute_error: 0.3351, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.6757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.715, kappa: 0.69, kb_relative_information_score: 0.7513, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.717, predictive_accuracy: 0.7182, prior_entropy: 3.4594, recall: 0.7182, relative_absolute_error: 0.3351, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.6757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9442, kappa: 0.9389, kb_relative_information_score: 0.9436, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9446, predictive_accuracy: 0.9444, prior_entropy: 3.4594, recall: 0.9444, relative_absolute_error: 0.073, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.3222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9442, kappa: 0.9389, kb_relative_information_score: 0.9436, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9446, predictive_accuracy: 0.9444, prior_entropy: 3.4594, recall: 0.9444, relative_absolute_error: 0.073, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0926, root_relative_squared_error: 0.3222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9526, kappa: 0.9478, kb_relative_information_score: 0.9559, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9535, predictive_accuracy: 0.9525, prior_entropy: 3.4594, recall: 0.9525, relative_absolute_error: 0.0581, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.082, root_relative_squared_error: 0.2853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9526, kappa: 0.9478, kb_relative_information_score: 0.9559, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9535, predictive_accuracy: 0.9525, prior_entropy: 3.4594, recall: 0.9525, relative_absolute_error: 0.0581, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.082, root_relative_squared_error: 0.2853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.83, kappa: 0.8144, kb_relative_information_score: 0.7382, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8349, predictive_accuracy: 0.8313, prior_entropy: 3.4594, recall: 0.8313, relative_absolute_error: 0.4504, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.5794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.83, kappa: 0.8144, kb_relative_information_score: 0.7382, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8349, predictive_accuracy: 0.8313, prior_entropy: 3.4594, recall: 0.8313, relative_absolute_error: 0.4504, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.5794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9414, kappa: 0.9356, kb_relative_information_score: 0.9456, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9415, predictive_accuracy: 0.9414, prior_entropy: 3.4594, recall: 0.9414, relative_absolute_error: 0.0686, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.3181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9183, kappa: 0.91, kb_relative_information_score: 0.8749, mean_absolute_error: 0.0377, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.919, predictive_accuracy: 0.9182, prior_entropy: 3.4594, recall: 0.9182, relative_absolute_error: 0.2279, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.3982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9414, kappa: 0.9356, kb_relative_information_score: 0.9456, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9415, predictive_accuracy: 0.9414, prior_entropy: 3.4594, recall: 0.9414, relative_absolute_error: 0.0686, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.3181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9546, kappa: 0.95, kb_relative_information_score: 0.9529, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9549, predictive_accuracy: 0.9545, prior_entropy: 3.4594, recall: 0.9545, relative_absolute_error: 0.0604, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9546, kappa: 0.95, kb_relative_information_score: 0.9529, mean_absolute_error: 0.01, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9549, predictive_accuracy: 0.9545, prior_entropy: 3.4594, recall: 0.9545, relative_absolute_error: 0.0604, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9486, kappa: 0.9433, kb_relative_information_score: 0.9502, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9488, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.0625, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0876, root_relative_squared_error: 0.3047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9239, kappa: 0.9167, kb_relative_information_score: 0.9322, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9249, predictive_accuracy: 0.9242, prior_entropy: 3.4594, recall: 0.9242, relative_absolute_error: 0.0873, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1011, root_relative_squared_error: 0.3517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9243, kappa: 0.9167, kb_relative_information_score: 0.9103, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9264, predictive_accuracy: 0.9242, prior_entropy: 3.4594, recall: 0.9242, relative_absolute_error: 0.1497, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1016, root_relative_squared_error: 0.3536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9239, kappa: 0.9167, kb_relative_information_score: 0.9322, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9249, predictive_accuracy: 0.9242, prior_entropy: 3.4594, recall: 0.9242, relative_absolute_error: 0.0873, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1011, root_relative_squared_error: 0.3517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9381, kappa: 0.9322, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9387, predictive_accuracy: 0.9384, prior_entropy: 3.4594, recall: 0.9384, relative_absolute_error: 0.0778, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.3323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9381, kappa: 0.9322, kb_relative_information_score: 0.9398, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9387, predictive_accuracy: 0.9384, prior_entropy: 3.4594, recall: 0.9384, relative_absolute_error: 0.0778, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0955, root_relative_squared_error: 0.3323,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9248, kappa: 0.9178, kb_relative_information_score: 0.9292, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9249, predictive_accuracy: 0.9253, prior_entropy: 3.4594, recall: 0.9253, relative_absolute_error: 0.0888, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1023, root_relative_squared_error: 0.3557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9248, kappa: 0.9178, kb_relative_information_score: 0.9292, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9249, predictive_accuracy: 0.9253, prior_entropy: 3.4594, recall: 0.9253, relative_absolute_error: 0.0888, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1023, root_relative_squared_error: 0.3557,

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

OpenML bootcamp

From your own software

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

OpenML APIs