Task
Supervised Classification on climate-model-simulation-crashes

Supervised Classification on climate-model-simulation-crashes

Task 9980 Supervised Classification climate-model-simulation-crashes 99429 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • OpenML100 study_107 study_123 study_14 study_50 study_7
Issue #Downvotes for this reason By


Metric:

99429 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: 0.5496, f_measure: 0.8606, kappa: 0.1144, kb_relative_information_score: -189.0119, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.862, predictive_accuracy: 0.8593, prior_entropy: 0.4254, recall: 0.8593, relative_absolute_error: 0.9113, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.3511, root_relative_squared_error: 1.2577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7038, f_measure: 0.8703, kappa: 0.028, kb_relative_information_score: -237.2187, mean_absolute_error: 0.1389, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8505, predictive_accuracy: 0.8963, prior_entropy: 0.4254, recall: 0.8963, relative_absolute_error: 0.8838, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2896, root_relative_squared_error: 1.0375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.672, f_measure: 0.8727, kappa: 0.0552, kb_relative_information_score: -253.4442, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8557, predictive_accuracy: 0.8963, prior_entropy: 0.4254, recall: 0.8963, relative_absolute_error: 0.9012, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7038, f_measure: 0.8703, kappa: 0.028, kb_relative_information_score: -237.2187, mean_absolute_error: 0.1389, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8505, predictive_accuracy: 0.8963, prior_entropy: 0.4254, recall: 0.8963, relative_absolute_error: 0.8838, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2896, root_relative_squared_error: 1.0375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.672, f_measure: 0.8727, kappa: 0.0552, kb_relative_information_score: -253.4442, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8557, predictive_accuracy: 0.8963, prior_entropy: 0.4254, recall: 0.8963, relative_absolute_error: 0.9012, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, f_measure: 0.8776, kappa: 0.0348, kb_relative_information_score: -151.8052, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8809, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8472, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.9578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.716, f_measure: 0.8713, kappa: 0.0314, kb_relative_information_score: -228.8359, mean_absolute_error: 0.1378, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8515, predictive_accuracy: 0.8981, prior_entropy: 0.4254, recall: 0.8981, relative_absolute_error: 0.877, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2861, root_relative_squared_error: 1.0248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5584, f_measure: 0.8606, kappa: 0.1144, kb_relative_information_score: -120.1789, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.862, predictive_accuracy: 0.8593, prior_entropy: 0.4254, recall: 0.8593, relative_absolute_error: 0.8957, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.3752, root_relative_squared_error: 1.3439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7644, f_measure: 0.8746, kappa: 0.0229, kb_relative_information_score: -193.6013, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8549, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.8581, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2754, root_relative_squared_error: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7243, f_measure: 0.8686, kappa: 0.0023, kb_relative_information_score: -221.0515, mean_absolute_error: 0.137, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8447, predictive_accuracy: 0.8981, prior_entropy: 0.4254, recall: 0.8981, relative_absolute_error: 0.8722, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2833, root_relative_squared_error: 1.0148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.8727, kappa: 0.0552, kb_relative_information_score: -246.3363, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8557, predictive_accuracy: 0.8963, prior_entropy: 0.4254, recall: 0.8963, relative_absolute_error: 0.8923, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2942, root_relative_squared_error: 1.0539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.801, f_measure: 0.8776, kappa: 0.0348, kb_relative_information_score: -154.5995, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8809, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2677, root_relative_squared_error: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8109, f_measure: 0.8741, kb_relative_information_score: -142.5431, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8463, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.716, f_measure: 0.8713, kappa: 0.0314, kb_relative_information_score: -228.8359, mean_absolute_error: 0.1378, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8515, predictive_accuracy: 0.8981, prior_entropy: 0.4254, recall: 0.8981, relative_absolute_error: 0.877, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2861, root_relative_squared_error: 1.0248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5584, f_measure: 0.8606, kappa: 0.1144, kb_relative_information_score: -120.1789, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.862, predictive_accuracy: 0.8593, prior_entropy: 0.4254, recall: 0.8593, relative_absolute_error: 0.8957, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.3752, root_relative_squared_error: 1.3439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.801, f_measure: 0.8776, kappa: 0.0348, kb_relative_information_score: -154.5995, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8809, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2677, root_relative_squared_error: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7531, f_measure: 0.8726, kappa: 0.0156, kb_relative_information_score: -206.1073, mean_absolute_error: 0.1357, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8497, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.8636, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2787, root_relative_squared_error: 0.9983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, f_measure: 0.8776, kappa: 0.0348, kb_relative_information_score: -151.8052, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8809, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8472, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.9578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5496, f_measure: 0.8606, kappa: 0.1144, kb_relative_information_score: -189.0119, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.862, predictive_accuracy: 0.8593, prior_entropy: 0.4254, recall: 0.8593, relative_absolute_error: 0.9113, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.3511, root_relative_squared_error: 1.2577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.672, f_measure: 0.8727, kappa: 0.0552, kb_relative_information_score: -253.4442, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8557, predictive_accuracy: 0.8963, prior_entropy: 0.4254, recall: 0.8963, relative_absolute_error: 0.9012, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7862, f_measure: 0.8746, kappa: 0.0229, kb_relative_information_score: -172.1872, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8549, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.851, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2706, root_relative_squared_error: 0.9693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6323, f_measure: 0.8606, kappa: 0.1144, kb_relative_information_score: -258.4478, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.862, predictive_accuracy: 0.8593, prior_entropy: 0.4254, recall: 0.8593, relative_absolute_error: 0.9211, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.3187, root_relative_squared_error: 1.1417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8109, f_measure: 0.8741, kb_relative_information_score: -142.5431, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8463, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7862, f_measure: 0.8746, kappa: 0.0229, kb_relative_information_score: -172.1872, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8549, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.851, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2706, root_relative_squared_error: 0.9693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7531, f_measure: 0.8726, kappa: 0.0156, kb_relative_information_score: -206.1073, mean_absolute_error: 0.1357, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8497, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.8636, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2787, root_relative_squared_error: 0.9983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7625, f_measure: 0.8746, kappa: 0.0229, kb_relative_information_score: -199.6803, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8549, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.8605, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2769, root_relative_squared_error: 0.9918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7433, f_measure: 0.8686, kappa: 0.0023, kb_relative_information_score: -213.3069, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8447, predictive_accuracy: 0.8981, prior_entropy: 0.4254, recall: 0.8981, relative_absolute_error: 0.8677, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2809, root_relative_squared_error: 1.0061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5907, f_measure: 0.8606, kappa: 0.1144, kb_relative_information_score: -230.4865, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.862, predictive_accuracy: 0.8593, prior_entropy: 0.4254, recall: 0.8593, relative_absolute_error: 0.9226, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.3324, root_relative_squared_error: 1.1907,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.8727, kappa: 0.0552, kb_relative_information_score: -246.3363, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8557, predictive_accuracy: 0.8963, prior_entropy: 0.4254, recall: 0.8963, relative_absolute_error: 0.8923, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2942, root_relative_squared_error: 1.0539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.8727, kappa: 0.0552, kb_relative_information_score: -246.3363, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8557, predictive_accuracy: 0.8963, prior_entropy: 0.4254, recall: 0.8963, relative_absolute_error: 0.8923, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2942, root_relative_squared_error: 1.0539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5584, f_measure: 0.8606, kappa: 0.1144, kb_relative_information_score: -120.1789, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.862, predictive_accuracy: 0.8593, prior_entropy: 0.4254, recall: 0.8593, relative_absolute_error: 0.8957, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.3752, root_relative_squared_error: 1.3439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7748, f_measure: 0.8746, kappa: 0.0229, kb_relative_information_score: -175.9199, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8549, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.8517, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2713, root_relative_squared_error: 0.9717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7433, f_measure: 0.8686, kappa: 0.0023, kb_relative_information_score: -213.3069, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8447, predictive_accuracy: 0.8981, prior_entropy: 0.4254, recall: 0.8981, relative_absolute_error: 0.8677, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2809, root_relative_squared_error: 1.0061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.801, f_measure: 0.8776, kappa: 0.0348, kb_relative_information_score: -154.5995, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8809, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2677, root_relative_squared_error: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8109, f_measure: 0.8741, kb_relative_information_score: -142.5431, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8463, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.8727, kappa: 0.0552, kb_relative_information_score: -246.3363, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8557, predictive_accuracy: 0.8963, prior_entropy: 0.4254, recall: 0.8963, relative_absolute_error: 0.8923, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2942, root_relative_squared_error: 1.0539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, f_measure: 0.8776, kappa: 0.0348, kb_relative_information_score: -151.8052, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8809, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8472, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.9578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, f_measure: 0.8776, kappa: 0.0348, kb_relative_information_score: -151.8052, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8809, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8472, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.9578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6323, f_measure: 0.8606, kappa: 0.1144, kb_relative_information_score: -258.4478, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.862, predictive_accuracy: 0.8593, prior_entropy: 0.4254, recall: 0.8593, relative_absolute_error: 0.9211, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.3187, root_relative_squared_error: 1.1417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.672, f_measure: 0.8727, kappa: 0.0552, kb_relative_information_score: -253.4442, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8557, predictive_accuracy: 0.8963, prior_entropy: 0.4254, recall: 0.8963, relative_absolute_error: 0.9012, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.801, f_measure: 0.8776, kappa: 0.0348, kb_relative_information_score: -154.5995, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8809, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2677, root_relative_squared_error: 0.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, f_measure: 0.8776, kappa: 0.0348, kb_relative_information_score: -151.8052, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8809, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8472, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.9578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7723, f_measure: 0.8746, kappa: 0.0229, kb_relative_information_score: -179.7522, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8549, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.8526, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.272, root_relative_squared_error: 0.9744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7998, f_measure: 0.8766, kappa: 0.0307, kb_relative_information_score: -157.1519, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8665, predictive_accuracy: 0.913, prior_entropy: 0.4254, recall: 0.913, relative_absolute_error: 0.8481, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.268, root_relative_squared_error: 0.9602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7723, f_measure: 0.8746, kappa: 0.0229, kb_relative_information_score: -179.7522, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8549, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.8526, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.272, root_relative_squared_error: 0.9744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7862, f_measure: 0.8746, kappa: 0.0229, kb_relative_information_score: -172.1872, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8549, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.851, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2706, root_relative_squared_error: 0.9693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5584, f_measure: 0.8606, kappa: 0.1144, kb_relative_information_score: -120.1789, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.862, predictive_accuracy: 0.8593, prior_entropy: 0.4254, recall: 0.8593, relative_absolute_error: 0.8957, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.3752, root_relative_squared_error: 1.3439,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, f_measure: 0.8776, kappa: 0.0348, kb_relative_information_score: -151.8052, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8809, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8472, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.9578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7625, f_measure: 0.8746, kappa: 0.0229, kb_relative_information_score: -199.6803, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8549, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.8605, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2769, root_relative_squared_error: 0.9918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7964, f_measure: 0.8766, kappa: 0.0307, kb_relative_information_score: -162.5113, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8665, predictive_accuracy: 0.913, prior_entropy: 0.4254, recall: 0.913, relative_absolute_error: 0.8493, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.9633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7669, f_measure: 0.8746, kappa: 0.0229, kb_relative_information_score: -188.3296, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8549, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.8559, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2741, root_relative_squared_error: 0.9817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8024, f_measure: 0.8776, kappa: 0.0348, kb_relative_information_score: -151.8052, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8809, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8472, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.9578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7748, f_measure: 0.8746, kappa: 0.0229, kb_relative_information_score: -175.9199, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8549, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.8517, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2713, root_relative_squared_error: 0.9717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8042, f_measure: 0.8776, kappa: 0.0348, kb_relative_information_score: -149.1261, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8809, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8468, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2671, root_relative_squared_error: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.8727, kappa: 0.0552, kb_relative_information_score: -246.3363, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8557, predictive_accuracy: 0.8963, prior_entropy: 0.4254, recall: 0.8963, relative_absolute_error: 0.8923, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2942, root_relative_squared_error: 1.0539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7433, f_measure: 0.8686, kappa: 0.0023, kb_relative_information_score: -213.3069, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8447, predictive_accuracy: 0.8981, prior_entropy: 0.4254, recall: 0.8981, relative_absolute_error: 0.8677, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2809, root_relative_squared_error: 1.0061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.771, f_measure: 0.8746, kappa: 0.0229, kb_relative_information_score: -183.7717, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8549, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.854, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.9777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7531, f_measure: 0.8726, kappa: 0.0156, kb_relative_information_score: -206.1073, mean_absolute_error: 0.1357, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8497, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.8636, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2787, root_relative_squared_error: 0.9983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.8756, kappa: 0.0267, kb_relative_information_score: -165.4005, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8593, predictive_accuracy: 0.9111, prior_entropy: 0.4254, recall: 0.9111, relative_absolute_error: 0.8498, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.9652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5496, f_measure: 0.8606, kappa: 0.1144, kb_relative_information_score: -189.0119, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.862, predictive_accuracy: 0.8593, prior_entropy: 0.4254, recall: 0.8593, relative_absolute_error: 0.9113, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.3511, root_relative_squared_error: 1.2577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7964, f_measure: 0.8766, kappa: 0.0307, kb_relative_information_score: -162.5113, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8665, predictive_accuracy: 0.913, prior_entropy: 0.4254, recall: 0.913, relative_absolute_error: 0.8493, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.9633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8099, f_measure: 0.8741, kb_relative_information_score: -144.5521, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8464, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.9548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7531, f_measure: 0.8726, kappa: 0.0156, kb_relative_information_score: -206.1073, mean_absolute_error: 0.1357, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8497, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.8636, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2787, root_relative_squared_error: 0.9983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7433, f_measure: 0.8686, kappa: 0.0023, kb_relative_information_score: -213.3069, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8447, predictive_accuracy: 0.8981, prior_entropy: 0.4254, recall: 0.8981, relative_absolute_error: 0.8677, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2809, root_relative_squared_error: 1.0061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8042, f_measure: 0.8776, kappa: 0.0348, kb_relative_information_score: -149.1261, mean_absolute_error: 0.1331, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8809, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8468, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2671, root_relative_squared_error: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.672, f_measure: 0.8727, kappa: 0.0552, kb_relative_information_score: -253.4442, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8557, predictive_accuracy: 0.8963, prior_entropy: 0.4254, recall: 0.8963, relative_absolute_error: 0.9012, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.3001, root_relative_squared_error: 1.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8049, f_measure: 0.8732, kappa: -0.0036, kb_relative_information_score: -248.1987, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8367, predictive_accuracy: 0.913, prior_entropy: 0.4254, recall: 0.913, relative_absolute_error: 0.9784, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2661, root_relative_squared_error: 0.9531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8077, f_measure: 0.8741, kb_relative_information_score: -236.2145, mean_absolute_error: 0.1525, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9706, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2655, root_relative_squared_error: 0.9512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.8741, kb_relative_information_score: -254.3229, mean_absolute_error: 0.1544, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9825, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.9549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8075, f_measure: 0.8741, kb_relative_information_score: -250.5728, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.978, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8132, f_measure: 0.8732, kappa: -0.0036, kb_relative_information_score: -231.9628, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8367, predictive_accuracy: 0.913, prior_entropy: 0.4254, recall: 0.913, relative_absolute_error: 0.9659, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.9486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8152, f_measure: 0.8741, kb_relative_information_score: -239.0967, mean_absolute_error: 0.1523, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9691, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2644, root_relative_squared_error: 0.9471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8106, f_measure: 0.8741, kb_relative_information_score: -232.3954, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9659, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2649, root_relative_squared_error: 0.9491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7985, f_measure: 0.8741, kb_relative_information_score: -123.1178, mean_absolute_error: 0.1448, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9217, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.266, root_relative_squared_error: 0.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.8741, kb_relative_information_score: -191.8442, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9781, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.9499, scimark_benchmark: 1863.066, usercpu_time_millis: 1.167, usercpu_time_millis_testing: 0.271, usercpu_time_millis_training: 0.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6422, f_measure: 0.8732, kappa: -0.0036, kb_relative_information_score: -293.224, mean_absolute_error: 0.1713, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8367, predictive_accuracy: 0.913, prior_entropy: 0.4254, recall: 0.913, relative_absolute_error: 1.0904, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2789, root_relative_squared_error: 0.9992, scimark_benchmark: 1869.1029, usercpu_time_millis: 0.441, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7747, f_measure: 0.8732, kappa: -0.0036, kb_relative_information_score: -242.5578, mean_absolute_error: 0.1528, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8367, predictive_accuracy: 0.913, prior_entropy: 0.4254, recall: 0.913, relative_absolute_error: 0.9726, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.9539, scimark_benchmark: 1868.1832, usercpu_time_millis: 1.686, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 1.58,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7897, f_measure: 0.8741, kb_relative_information_score: -200.629, mean_absolute_error: 0.1614, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 1.027, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2718, root_relative_squared_error: 0.9735, scimark_benchmark: 1870.742, usercpu_time_millis: 0.39, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.367,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6682, f_measure: 0.8741, kb_relative_information_score: -280.6387, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 1.0857, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2778, root_relative_squared_error: 0.9951, scimark_benchmark: 1872.0299, usercpu_time_millis: 0.433, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8195, f_measure: 0.8741, kb_relative_information_score: -184.9097, mean_absolute_error: 0.1469, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9351, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2625, root_relative_squared_error: 0.9402, scimark_benchmark: 1870.5885, usercpu_time_millis: 1.866, usercpu_time_millis_testing: 0.316, usercpu_time_millis_training: 1.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4744, f_measure: 0.8741, kb_relative_information_score: -66.291, mean_absolute_error: 0.1557, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9912, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.281, root_relative_squared_error: 1.0067, scimark_benchmark: 1875.7319, usercpu_time_millis: 0.883, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8298, f_measure: 0.8787, kappa: 0.0584, kb_relative_information_score: -122.3368, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8678, predictive_accuracy: 0.9111, prior_entropy: 0.4254, recall: 0.9111, relative_absolute_error: 0.8955, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.266, root_relative_squared_error: 0.9527, scimark_benchmark: 1874.5188, usercpu_time_millis: 0.459, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7805, f_measure: 0.8752, kappa: 0.1836, kb_relative_information_score: -143.011, mean_absolute_error: 0.1306, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8728, predictive_accuracy: 0.8778, prior_entropy: 0.4254, recall: 0.8778, relative_absolute_error: 0.8313, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.302, root_relative_squared_error: 1.0817, scimark_benchmark: 1861.6338, usercpu_time_millis: 1.318, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 1.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.466, f_measure: 0.8741, kb_relative_information_score: 7.4791, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9762, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0003, scimark_benchmark: 1871.9601, usercpu_time_millis: 1.473, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 1.441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7712, f_measure: 0.8716, kappa: 0.0121, kb_relative_information_score: -94.5543, mean_absolute_error: 0.154, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8481, predictive_accuracy: 0.9037, prior_entropy: 0.4254, recall: 0.9037, relative_absolute_error: 0.9804, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2841, root_relative_squared_error: 1.0176, scimark_benchmark: 1877.1561, usercpu_time_millis: 1.042, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 1.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8191, f_measure: 0.8741, kb_relative_information_score: -153.5186, mean_absolute_error: 0.1541, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9807, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.9549, scimark_benchmark: 1875.7685, usercpu_time_millis: 0.484, usercpu_time_millis_testing: 0.027, usercpu_time_millis_training: 0.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4762, f_measure: 0.8741, kb_relative_information_score: 7.7255, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9754, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2793, root_relative_squared_error: 1.0003, scimark_benchmark: 1876.3693, usercpu_time_millis: 1.366, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 1.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4739, f_measure: 0.8741, kb_relative_information_score: 7.4791, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9762, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0003, scimark_benchmark: 1878.2574, usercpu_time_millis: 1.167, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 1.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7368, f_measure: 0.8741, kb_relative_information_score: -284.1696, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 1.0209, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2704, root_relative_squared_error: 0.9685, scimark_benchmark: 1868.2531, usercpu_time_millis: 3.503, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 3.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8096, f_measure: 0.8818, kappa: 0.072, kb_relative_information_score: -218.1133, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8966, predictive_accuracy: 0.9167, prior_entropy: 0.4254, recall: 0.9167, relative_absolute_error: 0.9114, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2623, root_relative_squared_error: 0.9396, scimark_benchmark: 1872.4881, usercpu_time_millis: 5.455, usercpu_time_millis_testing: 0.309, usercpu_time_millis_training: 5.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8239, f_measure: 0.8741, kb_relative_information_score: -192.496, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9542, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.9412, scimark_benchmark: 1862.5409, usercpu_time_millis: 5.817, usercpu_time_millis_testing: 0.689, usercpu_time_millis_training: 5.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8216, f_measure: 0.8776, kappa: 0.0348, kb_relative_information_score: -200.2476, mean_absolute_error: 0.1449, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8809, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9224, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2599, root_relative_squared_error: 0.931, scimark_benchmark: 1862.0186, usercpu_time_millis: 6.227, usercpu_time_millis_testing: 0.574, usercpu_time_millis_training: 5.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8116, f_measure: 0.8818, kappa: 0.072, kb_relative_information_score: -199.8711, mean_absolute_error: 0.1421, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8966, predictive_accuracy: 0.9167, prior_entropy: 0.4254, recall: 0.9167, relative_absolute_error: 0.9045, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.9418, scimark_benchmark: 1867.725, usercpu_time_millis: 6.085, usercpu_time_millis_testing: 0.613, usercpu_time_millis_training: 5.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7923, f_measure: 0.8804, kappa: 0.0835, kb_relative_information_score: -235.8517, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8691, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.9122, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2673, root_relative_squared_error: 0.9575, scimark_benchmark: 787.5702, usercpu_time_millis: 38.149, usercpu_time_millis_testing: 1.026, usercpu_time_millis_training: 37.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.8741, kb_relative_information_score: -54.0765, mean_absolute_error: 0.1514, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9635, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2717, root_relative_squared_error: 0.9731, scimark_benchmark: 1855.7107, usercpu_time_millis: 0.122, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1859.9421, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, f_measure: 0.8852, kappa: 0.1515, kb_relative_information_score: -66.4881, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8749, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.798, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2602, root_relative_squared_error: 0.932, scimark_benchmark: 1864.2071, usercpu_time_millis: 0.141, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1853.0623, usercpu_time_millis: 0.108, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1858.5184, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1850.6652, usercpu_time_millis: 0.118, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.046,

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