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Roy van den Hurk 10 years ago
ran flow weka.CostSensitiveClassifier_RandomSubSpace_REPTree(1) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7205, average_cost: 7.3181, build_cpu_time: 123.7996, build_memory: 1780811842.2294, f_measure: 0.4707, kappa: 0.1013, kb_relative_information_score: -633435.0933, mean_absolute_error: 0.5132, mean_prior_absolute_error: 0.2795, number_of_instances: 399482, precision: 0.8177, predictive_accuracy: 0.4304, prior_entropy: 0.653, recall: 0.4304, relative_absolute_error: 1.8363, root_mean_prior_squared_error: 0.3738, root_mean_squared_error: 0.5445, root_relative_squared_error: 1.4566, scimark_benchmark: 1416.4264, total_cost: 2923440,
Roy van den Hurk 10 years ago
ran flow weka.LogitBoost_REPTree(1) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, average_cost: 16.794, build_cpu_time: 16.7021, build_memory: 1256689271.2038, f_measure: 0.7558, kb_relative_information_score: -639504.4331, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.2795, number_of_instances: 399482, precision: 0.6923, predictive_accuracy: 0.8321, prior_entropy: 0.653, recall: 0.8321, relative_absolute_error: 1.7891, root_mean_prior_squared_error: 0.3738, root_mean_squared_error: 0.5, root_relative_squared_error: 1.3376, scimark_benchmark: 1444.1151, total_cost: 6708900,
Roy van den Hurk 10 years ago
ran flow weka.AdaBoostM1_REPTree(2) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.697, average_cost: 15.3816, build_cpu_time: 12.2958, build_memory: 1319341397.3976, f_measure: 0.7826, kappa: 0.1156, kb_relative_information_score: -4303.4866, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.2795, number_of_instances: 399482, precision: 0.7962, predictive_accuracy: 0.8355, prior_entropy: 0.653, recall: 0.8355, relative_absolute_error: 0.9017, root_mean_prior_squared_error: 0.3738, root_mean_squared_error: 0.3596, root_relative_squared_error: 0.962, scimark_benchmark: 1444.1151, total_cost: 6144680,
Roy van den Hurk 10 years ago
ran flow weka.LogitBoost_RandomSubSpace_REPTree(1) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7426, average_cost: 14.9852, build_cpu_time: 409.0009, build_memory: 2312308817.6184, f_measure: 0.7914, kappa: 0.1521, kb_relative_information_score: 11214.8987, mean_absolute_error: 0.2436, mean_prior_absolute_error: 0.2795, number_of_instances: 399482, precision: 0.8156, predictive_accuracy: 0.8414, prior_entropy: 0.653, recall: 0.8414, relative_absolute_error: 0.8716, root_mean_prior_squared_error: 0.3738, root_mean_squared_error: 0.3488, root_relative_squared_error: 0.9331, scimark_benchmark: 1416.4264, total_cost: 5986320,
Roy van den Hurk 10 years ago
ran flow weka.Bagging_REPTree(3) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6881, average_cost: 14.3265, build_cpu_time: 130.0959, build_memory: 1474149875.4788, f_measure: 0.794, kappa: 0.1759, kb_relative_information_score: -18861.5383, mean_absolute_error: 0.2457, mean_prior_absolute_error: 0.2795, number_of_instances: 399482, precision: 0.7901, predictive_accuracy: 0.8307, prior_entropy: 0.653, recall: 0.8307, relative_absolute_error: 0.8792, root_mean_prior_squared_error: 0.3738, root_mean_squared_error: 0.3645, root_relative_squared_error: 0.9751, scimark_benchmark: 1444.0278, total_cost: 5723170,
Roy van den Hurk 10 years ago
ran flow weka.MultiClassClassifierUpdateable_SGD(2) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, average_cost: 16.7737, build_cpu_time: 43.8517, build_memory: 965682824.6747, f_measure: 0.7563, kappa: 0.002, kb_relative_information_score: 108077.3055, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2795, number_of_instances: 399482, precision: 0.8405, predictive_accuracy: 0.8322, prior_entropy: 0.653, recall: 0.8322, relative_absolute_error: 0.6003, root_mean_prior_squared_error: 0.3738, root_mean_squared_error: 0.4096, root_relative_squared_error: 1.0957, scimark_benchmark: 1410.7448, total_cost: 6700810,
Roy van den Hurk 10 years ago
ran flow weka.Vote_ZeroR(2) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, average_cost: 16.794, build_cpu_time: 0.0924, build_memory: 1155028208.8947, f_measure: 0.7558, kb_relative_information_score: -0.7522, mean_absolute_error: 0.2795, mean_prior_absolute_error: 0.2795, number_of_instances: 399482, precision: 0.6923, predictive_accuracy: 0.8321, prior_entropy: 0.653, recall: 0.8321, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3738, root_mean_squared_error: 0.3738, root_relative_squared_error: 1, scimark_benchmark: 1300.3434, total_cost: 6708900,
Roy van den Hurk 10 years ago
ran flow weka.DecisionTable_BestFirst(3) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6285, average_cost: 15.7301, build_cpu_time: 131.6255, build_memory: 1070172421.9104, f_measure: 0.7775, kappa: 0.092, kb_relative_information_score: -5295.5637, mean_absolute_error: 0.2643, mean_prior_absolute_error: 0.2795, number_of_instances: 399482, precision: 0.8042, predictive_accuracy: 0.8366, prior_entropy: 0.653, recall: 0.8366, relative_absolute_error: 0.9456, root_mean_prior_squared_error: 0.3738, root_mean_squared_error: 0.3637, root_relative_squared_error: 0.9729, scimark_benchmark: 1300.3434, total_cost: 6283890,
Roy van den Hurk 10 years ago
ran flow weka.RandomTree(2) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5698, average_cost: 13.1677, build_cpu_time: 9.2928, build_memory: 1002125382.6391, f_measure: 0.7569, kappa: 0.1373, kb_relative_information_score: -26149.1774, mean_absolute_error: 0.245, mean_prior_absolute_error: 0.2795, number_of_instances: 399482, precision: 0.7589, predictive_accuracy: 0.755, prior_entropy: 0.653, recall: 0.755, relative_absolute_error: 0.8768, root_mean_prior_squared_error: 0.3738, root_mean_squared_error: 0.495, root_relative_squared_error: 1.3242, scimark_benchmark: 1410.7448, total_cost: 5260270,
Roy van den Hurk 10 years ago
ran flow weka.MultiClassClassifierUpdateable_SGD(2) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, average_cost: 16.7737, build_cpu_time: 44.1702, build_memory: 1071983003.2935, f_measure: 0.7563, kappa: 0.002, kb_relative_information_score: 108077.3055, mean_absolute_error: 0.1678, mean_prior_absolute_error: 0.2795, number_of_instances: 399482, precision: 0.8405, predictive_accuracy: 0.8322, prior_entropy: 0.653, recall: 0.8322, relative_absolute_error: 0.6003, root_mean_prior_squared_error: 0.3738, root_mean_squared_error: 0.4096, root_relative_squared_error: 1.0957, scimark_benchmark: 1410.7448, total_cost: 6700810,
Roy van den Hurk 10 years ago
ran flow weka.BayesNet_K2(2) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6969, average_cost: 13.8406, build_cpu_time: 12.033, build_memory: 991654215.1778, f_measure: 0.7889, kappa: 0.1772, kb_relative_information_score: -18407.403, mean_absolute_error: 0.2498, mean_prior_absolute_error: 0.2795, number_of_instances: 399482, precision: 0.7771, predictive_accuracy: 0.8137, prior_entropy: 0.653, recall: 0.8137, relative_absolute_error: 0.8938, root_mean_prior_squared_error: 0.3738, root_mean_squared_error: 0.3804, root_relative_squared_error: 1.0177, scimark_benchmark: 1410.7448, total_cost: 5529060,
Roy van den Hurk 10 years ago
ran flow weka.RandomTree(2) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5785, average_cost: 14.5424, build_cpu_time: 7.4895, build_memory: 929297824.6345, f_measure: 0.7778, kappa: 0.1283, kb_relative_information_score: -39324.9394, mean_absolute_error: 0.2489, mean_prior_absolute_error: 0.2795, number_of_instances: 399482, precision: 0.7629, predictive_accuracy: 0.8067, prior_entropy: 0.653, recall: 0.8067, relative_absolute_error: 0.8905, root_mean_prior_squared_error: 0.3738, root_mean_squared_error: 0.4237, root_relative_squared_error: 1.1333, scimark_benchmark: 1448.9613, total_cost: 5809410,