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: 0.9989, f_measure: 0.9575, kappa: 0.9533, kb_relative_information_score: 0.9563, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9577, predictive_accuracy: 0.9576, prior_entropy: 3.4594, recall: 0.9576, relative_absolute_error: 0.0575, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0805, root_relative_squared_error: 0.2799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9486, kappa: 0.9433, kb_relative_information_score: 0.9491, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9493, predictive_accuracy: 0.9485, prior_entropy: 3.4594, recall: 0.9485, relative_absolute_error: 0.0668, 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: 0.9942, f_measure: 0.9056, kappa: 0.8967, kb_relative_information_score: 0.8245, mean_absolute_error: 0.0526, 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: 0.318, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1296, root_relative_squared_error: 0.4509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9101, kappa: 0.9011, kb_relative_information_score: 0.8678, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9114, predictive_accuracy: 0.9101, prior_entropy: 3.4594, recall: 0.9101, relative_absolute_error: 0.2332, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1157, root_relative_squared_error: 0.4025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.8675, kappa: 0.8544, kb_relative_information_score: 0.8089, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8694, predictive_accuracy: 0.8677, prior_entropy: 3.4594, recall: 0.8677, relative_absolute_error: 0.3382, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1417, root_relative_squared_error: 0.493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9444, kappa: 0.9389, kb_relative_information_score: 0.9392, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9451, predictive_accuracy: 0.9444, prior_entropy: 3.4594, recall: 0.9444, relative_absolute_error: 0.091, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0887, root_relative_squared_error: 0.3085,
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: 0.9847, f_measure: 0.8292, kappa: 0.8133, kb_relative_information_score: 0.7189, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8334, predictive_accuracy: 0.8303, prior_entropy: 3.4594, recall: 0.8303, relative_absolute_error: 0.4784, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1719, root_relative_squared_error: 0.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.7095, kappa: 0.6833, kb_relative_information_score: 0.7484, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7122, predictive_accuracy: 0.7121, prior_entropy: 3.4594, recall: 0.7121, relative_absolute_error: 0.3435, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.193, root_relative_squared_error: 0.6714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9517, kappa: 0.9467, kb_relative_information_score: 0.9528, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9524, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.063, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9283, kappa: 0.9211, kb_relative_information_score: 0.9165, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9288, predictive_accuracy: 0.9283, prior_entropy: 3.4594, recall: 0.9283, relative_absolute_error: 0.139, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.3435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9483, kappa: 0.9433, kb_relative_information_score: 0.9499, mean_absolute_error: 0.0112, 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: 0.0676, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0869, root_relative_squared_error: 0.3023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9483, kappa: 0.9433, kb_relative_information_score: 0.9499, mean_absolute_error: 0.0112, 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: 0.0676, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0869, root_relative_squared_error: 0.3023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9506, kappa: 0.9456, kb_relative_information_score: 0.9532, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9513, predictive_accuracy: 0.9505, prior_entropy: 3.4594, recall: 0.9505, relative_absolute_error: 0.0615, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9374, kappa: 0.9311, kb_relative_information_score: 0.9334, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9376, predictive_accuracy: 0.9374, prior_entropy: 3.4594, recall: 0.9374, relative_absolute_error: 0.1049, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.3193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9526, kappa: 0.9478, kb_relative_information_score: 0.9525, mean_absolute_error: 0.0102, 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: 0.0614, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.2972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9464, kappa: 0.9411, kb_relative_information_score: 0.9462, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9466, predictive_accuracy: 0.9465, prior_entropy: 3.4594, recall: 0.9465, relative_absolute_error: 0.0686, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.3182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.8634, kappa: 0.8511, kb_relative_information_score: 0.8615, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.865, predictive_accuracy: 0.8646, prior_entropy: 3.4594, recall: 0.8646, relative_absolute_error: 0.2015, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1374, root_relative_squared_error: 0.4778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9515, kappa: 0.9467, kb_relative_information_score: 0.9564, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9518, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.058, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0815, root_relative_squared_error: 0.2835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6464, f_measure: 0.3344, kappa: 0.2689, kb_relative_information_score: 0.3089, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.3371, predictive_accuracy: 0.3354, prior_entropy: 3.4594, recall: 0.3354, relative_absolute_error: 0.7311, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3476, root_relative_squared_error: 1.2092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.6702, kappa: 0.6422, kb_relative_information_score: 0.3755, mean_absolute_error: 0.1378, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.6721, predictive_accuracy: 0.6747, prior_entropy: 3.4594, recall: 0.6747, relative_absolute_error: 0.8339, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.8518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.6702, kappa: 0.6422, kb_relative_information_score: 0.3755, mean_absolute_error: 0.1378, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.6721, predictive_accuracy: 0.6747, prior_entropy: 3.4594, recall: 0.6747, relative_absolute_error: 0.8339, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.8518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9401, kappa: 0.9344, kb_relative_information_score: 0.9427, mean_absolute_error: 0.012, 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: 0.0726, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.3281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9401, kappa: 0.9344, kb_relative_information_score: 0.9427, mean_absolute_error: 0.012, 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: 0.0726, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.3281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9506, kappa: 0.9456, kb_relative_information_score: 0.9532, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9513, predictive_accuracy: 0.9505, prior_entropy: 3.4594, recall: 0.9505, relative_absolute_error: 0.0615, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.942, kappa: 0.9367, kb_relative_information_score: 0.945, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9428, predictive_accuracy: 0.9424, prior_entropy: 3.4594, recall: 0.9424, relative_absolute_error: 0.076, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.3158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9517, kappa: 0.9467, kb_relative_information_score: 0.9528, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9524, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.063, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9283, kappa: 0.9211, kb_relative_information_score: 0.9165, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9288, predictive_accuracy: 0.9283, prior_entropy: 3.4594, recall: 0.9283, relative_absolute_error: 0.139, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.3435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9374, kappa: 0.9311, kb_relative_information_score: 0.9334, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9376, predictive_accuracy: 0.9374, prior_entropy: 3.4594, recall: 0.9374, relative_absolute_error: 0.1049, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0918, root_relative_squared_error: 0.3193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9526, kappa: 0.9478, kb_relative_information_score: 0.9525, mean_absolute_error: 0.0102, 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: 0.0614, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.2972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9673, f_measure: 0.6975, kappa: 0.6711, kb_relative_information_score: 0.5646, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7028, predictive_accuracy: 0.701, prior_entropy: 3.4594, recall: 0.701, relative_absolute_error: 0.6615, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.7331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9535, kappa: 0.9489, kb_relative_information_score: 0.9549, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9539, predictive_accuracy: 0.9535, prior_entropy: 3.4594, recall: 0.9535, relative_absolute_error: 0.0594, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0826, root_relative_squared_error: 0.2875,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9515, kappa: 0.9467, kb_relative_information_score: 0.9564, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9518, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.058, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0815, root_relative_squared_error: 0.2835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.942, kappa: 0.9367, kb_relative_information_score: 0.945, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9428, predictive_accuracy: 0.9424, prior_entropy: 3.4594, recall: 0.9424, relative_absolute_error: 0.076, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.3158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9404, kappa: 0.9344, kb_relative_information_score: 0.9222, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9409, predictive_accuracy: 0.9404, prior_entropy: 3.4594, recall: 0.9404, relative_absolute_error: 0.1252, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.3311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9514, kappa: 0.9467, kb_relative_information_score: 0.9528, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9518, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0629, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.084, root_relative_squared_error: 0.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9505, kappa: 0.9456, kb_relative_information_score: 0.9526, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.951, predictive_accuracy: 0.9505, prior_entropy: 3.4594, recall: 0.9505, relative_absolute_error: 0.0647, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0828, root_relative_squared_error: 0.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9313, kappa: 0.9244, kb_relative_information_score: 0.924, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9316, predictive_accuracy: 0.9313, prior_entropy: 3.4594, recall: 0.9313, relative_absolute_error: 0.1138, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1, root_relative_squared_error: 0.3478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9556, kappa: 0.9511, kb_relative_information_score: 0.9558, mean_absolute_error: 0.0097, 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: 0.0587, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.2813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9516, kappa: 0.9467, kb_relative_information_score: 0.9504, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9524, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0657, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.2933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9516, kappa: 0.9467, kb_relative_information_score: 0.9504, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9524, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0657, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.2933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9156, kappa: 0.9078, kb_relative_information_score: 0.9018, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9166, predictive_accuracy: 0.9162, prior_entropy: 3.4594, recall: 0.9162, relative_absolute_error: 0.1671, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.3661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9404, kappa: 0.9344, kb_relative_information_score: 0.9222, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9409, predictive_accuracy: 0.9404, prior_entropy: 3.4594, recall: 0.9404, relative_absolute_error: 0.1252, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.3311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9514, kappa: 0.9467, kb_relative_information_score: 0.9528, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9518, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0629, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.084, root_relative_squared_error: 0.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9313, kappa: 0.9244, kb_relative_information_score: 0.924, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9316, predictive_accuracy: 0.9313, prior_entropy: 3.4594, recall: 0.9313, relative_absolute_error: 0.1138, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1, root_relative_squared_error: 0.3478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9141, kappa: 0.9056, kb_relative_information_score: 0.8864, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.915, predictive_accuracy: 0.9141, prior_entropy: 3.4594, recall: 0.9141, relative_absolute_error: 0.204, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.3836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9505, kappa: 0.9456, kb_relative_information_score: 0.9526, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.951, predictive_accuracy: 0.9505, prior_entropy: 3.4594, recall: 0.9505, relative_absolute_error: 0.0647, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0828, root_relative_squared_error: 0.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9556, kappa: 0.9511, kb_relative_information_score: 0.9558, mean_absolute_error: 0.0097, 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: 0.0587, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.2813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9964, f_measure: 0.9156, kappa: 0.9078, kb_relative_information_score: 0.9018, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9166, predictive_accuracy: 0.9162, prior_entropy: 3.4594, recall: 0.9162, relative_absolute_error: 0.1671, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.3661,
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: 0.9957, f_measure: 0.9141, kappa: 0.9056, kb_relative_information_score: 0.8864, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.915, predictive_accuracy: 0.9141, prior_entropy: 3.4594, recall: 0.9141, relative_absolute_error: 0.204, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1103, root_relative_squared_error: 0.3836,
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: 0.9966, f_measure: 0.9222, kappa: 0.9144, kb_relative_information_score: 0.8975, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9227, predictive_accuracy: 0.9222, prior_entropy: 3.4594, recall: 0.9222, relative_absolute_error: 0.1798, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1037, root_relative_squared_error: 0.3609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9282, kappa: 0.9211, kb_relative_information_score: 0.9266, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9282, predictive_accuracy: 0.9283, prior_entropy: 3.4594, recall: 0.9283, relative_absolute_error: 0.1189, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0957, root_relative_squared_error: 0.3327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9556, kappa: 0.9511, kb_relative_information_score: 0.957, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9561, predictive_accuracy: 0.9556, prior_entropy: 3.4594, recall: 0.9556, relative_absolute_error: 0.0594, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.2717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9556, kappa: 0.9511, kb_relative_information_score: 0.957, mean_absolute_error: 0.0098, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9561, predictive_accuracy: 0.9556, prior_entropy: 3.4594, recall: 0.9556, relative_absolute_error: 0.0594, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.2717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9506, kappa: 0.9456, kb_relative_information_score: 0.9528, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9513, predictive_accuracy: 0.9505, prior_entropy: 3.4594, recall: 0.9505, relative_absolute_error: 0.0636, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0835, root_relative_squared_error: 0.2905,
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: 0.8096, f_measure: 0.3682, kappa: 0.3033, kb_relative_information_score: 0.3421, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.3767, predictive_accuracy: 0.3667, prior_entropy: 3.4594, recall: 0.3667, relative_absolute_error: 0.6965, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3392, root_relative_squared_error: 1.1797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8096, f_measure: 0.3682, kappa: 0.3033, kb_relative_information_score: 0.3421, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.3767, predictive_accuracy: 0.3667, prior_entropy: 3.4594, recall: 0.3667, relative_absolute_error: 0.6965, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3392, root_relative_squared_error: 1.1797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9536, kappa: 0.9489, kb_relative_information_score: 0.9517, mean_absolute_error: 0.0101, 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: 0.0614, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0855, root_relative_squared_error: 0.2974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9536, kappa: 0.9489, kb_relative_information_score: 0.9517, mean_absolute_error: 0.0101, 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: 0.0614, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0855, root_relative_squared_error: 0.2974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9506, kappa: 0.9456, kb_relative_information_score: 0.9528, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9513, predictive_accuracy: 0.9505, prior_entropy: 3.4594, recall: 0.9505, relative_absolute_error: 0.0636, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0835, root_relative_squared_error: 0.2905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9475, kappa: 0.9422, kb_relative_information_score: 0.9527, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9481, predictive_accuracy: 0.9475, prior_entropy: 3.4594, recall: 0.9475, relative_absolute_error: 0.0634, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.2934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9475, kappa: 0.9422, kb_relative_information_score: 0.9527, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9481, predictive_accuracy: 0.9475, prior_entropy: 3.4594, recall: 0.9475, relative_absolute_error: 0.0634, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.2934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.8658, kappa: 0.8533, kb_relative_information_score: 0.8529, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8673, predictive_accuracy: 0.8667, prior_entropy: 3.4594, recall: 0.8667, relative_absolute_error: 0.2319, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1337, root_relative_squared_error: 0.4649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9516, kappa: 0.9467, kb_relative_information_score: 0.9546, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9523, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0621, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.2883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5793, f_measure: 0.2144, kappa: 0.1378, kb_relative_information_score: 0.185, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.2253, predictive_accuracy: 0.2162, prior_entropy: 3.4594, recall: 0.2162, relative_absolute_error: 0.8623, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3775, root_relative_squared_error: 1.3132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.7087, kappa: 0.6811, kb_relative_information_score: 0.7495, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7115, predictive_accuracy: 0.7101, prior_entropy: 3.4594, recall: 0.7101, relative_absolute_error: 0.3357, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.6789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9647, f_measure: 0.7087, kappa: 0.6811, kb_relative_information_score: 0.7495, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7115, predictive_accuracy: 0.7101, prior_entropy: 3.4594, recall: 0.7101, relative_absolute_error: 0.3357, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.6789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9515, kappa: 0.9467, kb_relative_information_score: 0.9485, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9519, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0667, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0879, root_relative_squared_error: 0.3056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9565, kappa: 0.9522, kb_relative_information_score: 0.9566, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9569, predictive_accuracy: 0.9566, prior_entropy: 3.4594, recall: 0.9566, relative_absolute_error: 0.0583, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0802, root_relative_squared_error: 0.2791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9516, kappa: 0.9467, kb_relative_information_score: 0.9546, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9523, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0621, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.2883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.7229, kappa: 0.7, kb_relative_information_score: 0.6008, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7314, predictive_accuracy: 0.7273, prior_entropy: 3.4594, recall: 0.7273, relative_absolute_error: 0.6234, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2038, root_relative_squared_error: 0.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.7229, kappa: 0.7, kb_relative_information_score: 0.6008, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7314, predictive_accuracy: 0.7273, prior_entropy: 3.4594, recall: 0.7273, relative_absolute_error: 0.6234, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2038, root_relative_squared_error: 0.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9515, kappa: 0.9467, kb_relative_information_score: 0.9485, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9519, predictive_accuracy: 0.9515, prior_entropy: 3.4594, recall: 0.9515, relative_absolute_error: 0.0667, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0879, root_relative_squared_error: 0.3056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9565, kappa: 0.9522, kb_relative_information_score: 0.9566, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9569, predictive_accuracy: 0.9566, prior_entropy: 3.4594, recall: 0.9566, relative_absolute_error: 0.0583, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0802, root_relative_squared_error: 0.2791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9222, kappa: 0.9144, kb_relative_information_score: 0.8975, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9227, predictive_accuracy: 0.9222, prior_entropy: 3.4594, recall: 0.9222, relative_absolute_error: 0.1798, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1037, root_relative_squared_error: 0.3609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5793, f_measure: 0.2144, kappa: 0.1378, kb_relative_information_score: 0.185, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.2253, predictive_accuracy: 0.2162, prior_entropy: 3.4594, recall: 0.2162, relative_absolute_error: 0.8623, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3775, root_relative_squared_error: 1.3132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9282, kappa: 0.9211, kb_relative_information_score: 0.9266, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9282, predictive_accuracy: 0.9283, prior_entropy: 3.4594, recall: 0.9283, relative_absolute_error: 0.1189, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0957, root_relative_squared_error: 0.3327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9526, kappa: 0.9478, kb_relative_information_score: 0.9519, mean_absolute_error: 0.0103, 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: 0.0625, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.2953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9093, kappa: 0.9, kb_relative_information_score: 0.9108, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9102, predictive_accuracy: 0.9091, prior_entropy: 3.4594, recall: 0.9091, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1146, root_relative_squared_error: 0.3988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.8705, kappa: 0.8578, kb_relative_information_score: 0.7788, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8722, predictive_accuracy: 0.8707, prior_entropy: 3.4594, recall: 0.8707, relative_absolute_error: 0.3893, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1481, root_relative_squared_error: 0.5151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.8626, kappa: 0.8489, kb_relative_information_score: 0.778, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8642, predictive_accuracy: 0.8626, prior_entropy: 3.4594, recall: 0.8626, relative_absolute_error: 0.3885, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1529, root_relative_squared_error: 0.5317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9695, f_measure: 0.7423, kappa: 0.7178, kb_relative_information_score: 0.4165, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7451, predictive_accuracy: 0.7434, prior_entropy: 3.4594, recall: 0.7434, relative_absolute_error: 0.8039, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.8207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.8775, kappa: 0.8667, kb_relative_information_score: 0.8823, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8796, predictive_accuracy: 0.8788, prior_entropy: 3.4594, recall: 0.8788, relative_absolute_error: 0.1462, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1367, root_relative_squared_error: 0.4754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9566, kappa: 0.9522, kb_relative_information_score: 0.9579, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9569, predictive_accuracy: 0.9566, prior_entropy: 3.4594, recall: 0.9566, relative_absolute_error: 0.0564, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.2725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9566, kappa: 0.9522, kb_relative_information_score: 0.9579, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9569, predictive_accuracy: 0.9566, prior_entropy: 3.4594, recall: 0.9566, relative_absolute_error: 0.0564, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.2725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.8626, kappa: 0.8489, kb_relative_information_score: 0.778, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8642, predictive_accuracy: 0.8626, prior_entropy: 3.4594, recall: 0.8626, relative_absolute_error: 0.3885, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1529, root_relative_squared_error: 0.5317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, f_measure: 0.8705, kappa: 0.8578, kb_relative_information_score: 0.7788, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8722, predictive_accuracy: 0.8707, prior_entropy: 3.4594, recall: 0.8707, relative_absolute_error: 0.3893, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1481, root_relative_squared_error: 0.5151,
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: 0.9922, f_measure: 0.8775, kappa: 0.8667, kb_relative_information_score: 0.8823, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.8796, predictive_accuracy: 0.8788, prior_entropy: 3.4594, recall: 0.8788, relative_absolute_error: 0.1462, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1367, root_relative_squared_error: 0.4754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9093, kappa: 0.9, kb_relative_information_score: 0.9108, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9102, predictive_accuracy: 0.9091, prior_entropy: 3.4594, recall: 0.9091, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1146, root_relative_squared_error: 0.3988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9695, f_measure: 0.7423, kappa: 0.7178, kb_relative_information_score: 0.4165, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.7451, predictive_accuracy: 0.7434, prior_entropy: 3.4594, recall: 0.7434, relative_absolute_error: 0.8039, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2359, root_relative_squared_error: 0.8207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9526, kappa: 0.9478, kb_relative_information_score: 0.9519, mean_absolute_error: 0.0103, 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: 0.0625, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.2953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9333, kappa: 0.9267, kb_relative_information_score: 0.9119, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.934, predictive_accuracy: 0.9333, prior_entropy: 3.4594, recall: 0.9333, relative_absolute_error: 0.1537, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.3437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9596, kappa: 0.9556, kb_relative_information_score: 0.958, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9597, predictive_accuracy: 0.9596, prior_entropy: 3.4594, recall: 0.9596, relative_absolute_error: 0.0563, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0793, root_relative_squared_error: 0.2759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9516, kappa: 0.9467, kb_relative_information_score: 0.9549, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.9521, 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: 0.0828, root_relative_squared_error: 0.2881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9515, kappa: 0.9467, kb_relative_information_score: 0.9518, mean_absolute_error: 0.0102, 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: 0.0618, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.0856, root_relative_squared_error: 0.2976,

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