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Janek Thomas
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Janek's runs

Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.86, f_measure: 0.86, kappa: 0.72, kb_relative_information_score: 719.8687, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.86, predictive_accuracy: 0.86, prior_entropy: 0.9998, recall: 0.86, relative_absolute_error: 0.2801, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7485,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, f_measure: 0.855, kappa: 0.71, kb_relative_information_score: 709.864, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.8552, predictive_accuracy: 0.855, prior_entropy: 0.9998, recall: 0.855, relative_absolute_error: 0.2901, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7617,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7887, f_measure: 0.7889, kappa: 0.5777, kb_relative_information_score: 577.8025, mean_absolute_error: 0.211, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.7891, predictive_accuracy: 0.789, prior_entropy: 0.9998, recall: 0.789, relative_absolute_error: 0.4221, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4593, root_relative_squared_error: 0.9188,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.865, f_measure: 0.865, kappa: 0.7299, kb_relative_information_score: 729.8733, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.865, predictive_accuracy: 0.865, prior_entropy: 0.9998, recall: 0.865, relative_absolute_error: 0.2701, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3674, root_relative_squared_error: 0.735,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7242, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: 346.4262, mean_absolute_error: 0.2396, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9335, recall: 0.7604, relative_absolute_error: 0.5271, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4895, root_relative_squared_error: 1.0269,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7037, f_measure: 0.7409, kappa: 0.4217, kb_relative_information_score: 321.2408, mean_absolute_error: 0.2539, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7398, predictive_accuracy: 0.7461, prior_entropy: 0.9335, recall: 0.7461, relative_absolute_error: 0.5587, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5039, root_relative_squared_error: 1.0572,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6977, f_measure: 0.7339, kappa: 0.4071, kb_relative_information_score: 307.5032, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7324, predictive_accuracy: 0.7383, prior_entropy: 0.9335, recall: 0.7383, relative_absolute_error: 0.5759, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5116, root_relative_squared_error: 1.0733,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7348, f_measure: 0.7674, kappa: 0.4822, kb_relative_information_score: 364.7429, mean_absolute_error: 0.2292, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7664, predictive_accuracy: 0.7708, prior_entropy: 0.9335, recall: 0.7708, relative_absolute_error: 0.5042, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0043, usercpu_time_millis: 3.52, usercpu_time_millis_testing: 0.21, usercpu_time_millis_training: 3.31,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7875, f_measure: 0.7945, kappa: 0.5774, kb_relative_information_score: 574.4258, mean_absolute_error: 0.205, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.7943, predictive_accuracy: 0.795, prior_entropy: 0.9815, recall: 0.795, relative_absolute_error: 0.4208, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.4528, root_relative_squared_error: 0.9174, usercpu_time_millis: 0.43, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 0.11,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7259, f_measure: 0.7283, kappa: 0.4464, kb_relative_information_score: 433.2848, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.7315, predictive_accuracy: 0.727, prior_entropy: 0.9815, recall: 0.727, relative_absolute_error: 0.5603, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5225, root_relative_squared_error: 1.0586,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.8965, kappa: 0.7868, kb_relative_information_score: 786.1373, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.8972, predictive_accuracy: 0.897, prior_entropy: 0.9815, recall: 0.897, relative_absolute_error: 0.2114, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.6502,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.9097, kappa: 0.8142, kb_relative_information_score: 813.1201, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.91, predictive_accuracy: 0.91, prior_entropy: 0.9815, recall: 0.91, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.3, root_relative_squared_error: 0.6078,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8336, f_measure: 0.8377, kappa: 0.6706, kb_relative_information_score: 920.0226, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8381, predictive_accuracy: 0.8382, prior_entropy: 0.9912, recall: 0.8382, relative_absolute_error: 0.3276, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4023, root_relative_squared_error: 0.8095, usercpu_time_millis: 0.3, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 0.01,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9854, kappa: 0.9706, kb_relative_information_score: 1331.2488, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9859, predictive_accuracy: 0.9854, prior_entropy: 0.9912, recall: 0.9854, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1207, root_relative_squared_error: 0.243, usercpu_time_millis: 0.13, usercpu_time_millis_training: 0.13,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9658, kappa: 0.931, kb_relative_information_score: 1276.2829, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.967, predictive_accuracy: 0.9657, prior_entropy: 0.9912, recall: 0.9657, relative_absolute_error: 0.0694, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.3725, usercpu_time_millis: 0.08, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 0.07,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9942, kappa: 0.9882, kb_relative_information_score: 1355.678, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 0.9912, recall: 0.9942, relative_absolute_error: 0.0118, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0764, root_relative_squared_error: 0.1537, usercpu_time_millis: 2.39, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 2.31,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9507, f_measure: 0.9534, kappa: 0.9061, kb_relative_information_score: 566.4679, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.9554, predictive_accuracy: 0.9536, prior_entropy: 0.9956, recall: 0.9536, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.4321,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.9535, kappa: 0.9062, kb_relative_information_score: 566.4679, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.9548, predictive_accuracy: 0.9536, prior_entropy: 0.9956, recall: 0.9536, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.4321,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8329, f_measure: 0.8322, kappa: 0.6632, kb_relative_information_score: 413.1199, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.8334, predictive_accuracy: 0.832, prior_entropy: 0.9956, recall: 0.832, relative_absolute_error: 0.3381, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.4099, root_relative_squared_error: 0.8223,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.8911, kappa: 0.7808, kb_relative_information_score: 487.7762, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.8912, predictive_accuracy: 0.8912, prior_entropy: 0.9956, recall: 0.8912, relative_absolute_error: 0.2189, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.6617,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.86, f_measure: 0.86, kappa: 0.72, kb_relative_information_score: 719.8687, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.86, predictive_accuracy: 0.86, prior_entropy: 0.9998, recall: 0.86, relative_absolute_error: 0.2801, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7485,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.865, f_measure: 0.865, kappa: 0.7299, kb_relative_information_score: 729.8733, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.865, predictive_accuracy: 0.865, prior_entropy: 0.9998, recall: 0.865, relative_absolute_error: 0.2701, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3674, root_relative_squared_error: 0.735,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7348, f_measure: 0.7674, kappa: 0.4822, kb_relative_information_score: 364.7429, mean_absolute_error: 0.2292, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7664, predictive_accuracy: 0.7708, prior_entropy: 0.9335, recall: 0.7708, relative_absolute_error: 0.5042, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4787, root_relative_squared_error: 1.0043,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.9097, kappa: 0.8142, kb_relative_information_score: 813.1201, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.91, predictive_accuracy: 0.91, prior_entropy: 0.9815, recall: 0.91, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.3, root_relative_squared_error: 0.6078, usercpu_time_millis: 6.78, usercpu_time_millis_testing: 0.51, usercpu_time_millis_training: 6.27,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8552, f_measure: 0.855, kappa: 0.71, kb_relative_information_score: 709.864, mean_absolute_error: 0.145, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.8552, predictive_accuracy: 0.855, prior_entropy: 0.9998, recall: 0.855, relative_absolute_error: 0.2901, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7617,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9942, kappa: 0.9882, kb_relative_information_score: 1355.678, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9942, predictive_accuracy: 0.9942, prior_entropy: 0.9912, recall: 0.9942, relative_absolute_error: 0.0118, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.0764, root_relative_squared_error: 0.1537, usercpu_time_millis: 5.92, usercpu_time_millis_testing: 0.26, usercpu_time_millis_training: 5.66,
Janek Thomas 8 years ago
ran flow mlr.classif.gbm(3) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3778, kb_relative_information_score: 43.8742, mean_absolute_error: 0.4608, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.2907, predictive_accuracy: 0.5392, prior_entropy: 0.9956, recall: 0.5392, relative_absolute_error: 0.9273, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.6788, root_relative_squared_error: 1.3618,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7887, f_measure: 0.7889, kappa: 0.5777, kb_relative_information_score: 577.8025, mean_absolute_error: 0.211, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.7891, predictive_accuracy: 0.789, prior_entropy: 0.9998, recall: 0.789, relative_absolute_error: 0.4221, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4593, root_relative_squared_error: 0.9188,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.8911, kappa: 0.7808, kb_relative_information_score: 487.7762, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.8912, predictive_accuracy: 0.8912, prior_entropy: 0.9956, recall: 0.8912, relative_absolute_error: 0.2189, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.6617,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7242, f_measure: 0.7571, kappa: 0.4596, kb_relative_information_score: 346.4262, mean_absolute_error: 0.2396, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7559, predictive_accuracy: 0.7604, prior_entropy: 0.9335, recall: 0.7604, relative_absolute_error: 0.5271, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4895, root_relative_squared_error: 1.0269,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9507, f_measure: 0.9534, kappa: 0.9061, kb_relative_information_score: 566.4679, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.9554, predictive_accuracy: 0.9536, prior_entropy: 0.9956, recall: 0.9536, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.4321,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7875, f_measure: 0.7945, kappa: 0.5774, kb_relative_information_score: 574.4258, mean_absolute_error: 0.205, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.7943, predictive_accuracy: 0.795, prior_entropy: 0.9815, recall: 0.795, relative_absolute_error: 0.4208, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.4528, root_relative_squared_error: 0.9174,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8902, f_measure: 0.8965, kappa: 0.7868, kb_relative_information_score: 786.1373, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.8972, predictive_accuracy: 0.897, prior_entropy: 0.9815, recall: 0.897, relative_absolute_error: 0.2114, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.6502,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8336, f_measure: 0.8377, kappa: 0.6706, kb_relative_information_score: 920.0226, mean_absolute_error: 0.1618, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.8381, predictive_accuracy: 0.8382, prior_entropy: 0.9912, recall: 0.8382, relative_absolute_error: 0.3276, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.4023, root_relative_squared_error: 0.8095, usercpu_time_millis: 0.62, usercpu_time_millis_testing: 0.46, usercpu_time_millis_training: 0.16,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7037, f_measure: 0.7409, kappa: 0.4217, kb_relative_information_score: 321.2408, mean_absolute_error: 0.2539, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7398, predictive_accuracy: 0.7461, prior_entropy: 0.9335, recall: 0.7461, relative_absolute_error: 0.5587, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5039, root_relative_squared_error: 1.0572,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6977, f_measure: 0.7339, kappa: 0.4071, kb_relative_information_score: 307.5032, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7324, predictive_accuracy: 0.7383, prior_entropy: 0.9335, recall: 0.7383, relative_absolute_error: 0.5759, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.5116, root_relative_squared_error: 1.0733,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9658, kappa: 0.931, kb_relative_information_score: 1276.2829, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.967, predictive_accuracy: 0.9657, prior_entropy: 0.9912, recall: 0.9657, relative_absolute_error: 0.0694, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.3725, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 0.1,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.9535, kappa: 0.9062, kb_relative_information_score: 566.4679, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.9548, predictive_accuracy: 0.9536, prior_entropy: 0.9956, recall: 0.9536, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.4321,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set banknote-authentication
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9854, kappa: 0.9706, kb_relative_information_score: 1331.2488, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.4939, number_of_instances: 1372, precision: 0.9859, predictive_accuracy: 0.9854, prior_entropy: 0.9912, recall: 0.9854, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.4969, root_mean_squared_error: 0.1207, root_relative_squared_error: 0.243, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.08,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8329, f_measure: 0.8322, kappa: 0.6632, kb_relative_information_score: 413.1199, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.4969, number_of_instances: 625, precision: 0.8334, predictive_accuracy: 0.832, prior_entropy: 0.9956, recall: 0.832, relative_absolute_error: 0.3381, root_mean_prior_squared_error: 0.4985, root_mean_squared_error: 0.4099, root_relative_squared_error: 0.8223, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.07,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set fri_c2_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7259, f_measure: 0.7283, kappa: 0.4464, kb_relative_information_score: 433.2848, mean_absolute_error: 0.273, mean_prior_absolute_error: 0.4872, number_of_instances: 1000, precision: 0.7315, predictive_accuracy: 0.727, prior_entropy: 0.9815, recall: 0.727, relative_absolute_error: 0.5603, root_mean_prior_squared_error: 0.4936, root_mean_squared_error: 0.5225, root_relative_squared_error: 1.0586,
Janek Thomas 8 years ago
ran flow mlr.classif.gbm(3) on task Supervised Classification on data set fri_c0_1000_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7032, f_measure: 0.7033, kappa: 0.407, kb_relative_information_score: 407.7234, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.4998, number_of_instances: 1000, precision: 0.7049, predictive_accuracy: 0.704, prior_entropy: 0.9998, recall: 0.704, relative_absolute_error: 0.5922, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.5441, root_relative_squared_error: 1.0883,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7369, f_measure: 0.7358, kappa: 0.4738, kb_relative_information_score: 1232, mean_absolute_error: 0.2631, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7409, predictive_accuracy: 0.7369, prior_entropy: 1, recall: 0.7369, relative_absolute_error: 0.5262, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5129, root_relative_squared_error: 1.0258,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8918, f_measure: 0.8548, kappa: 0.7835, kb_relative_information_score: 4012.8038, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8576, predictive_accuracy: 0.8556, prior_entropy: 1.5849, recall: 0.8556, relative_absolute_error: 0.2166, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3103, root_relative_squared_error: 0.6582, usercpu_time_millis: 90.32, usercpu_time_millis_testing: 0.65, usercpu_time_millis_training: 89.67,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set one-hundred-plants-texture
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.8439, kappa: 0.8471, kb_relative_information_score: 1356.4617, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.8509, predictive_accuracy: 0.8487, prior_entropy: 6.6438, recall: 0.8487, relative_absolute_error: 0.1529, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.055, root_relative_squared_error: 0.5529, usercpu_time_millis: 66.77, usercpu_time_millis_testing: 0.82, usercpu_time_millis_training: 65.95,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5973, f_measure: 0.5972, kappa: 0.1946, kb_relative_information_score: 506, mean_absolute_error: 0.4027, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5974, predictive_accuracy: 0.5973, prior_entropy: 1, recall: 0.5973, relative_absolute_error: 0.8054, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6346, root_relative_squared_error: 1.2692,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set musk
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8166, f_measure: 0.8643, kappa: 0.53, kb_relative_information_score: 2019.654, mean_absolute_error: 0.1464, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8856, predictive_accuracy: 0.8536, prior_entropy: 0.6204, recall: 0.8536, relative_absolute_error: 0.5613, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3826, root_relative_squared_error: 1.0597, usercpu_time_millis: 23.65, usercpu_time_millis_testing: 21.29, usercpu_time_millis_training: 2.36,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9809, kappa: 0.9778, kb_relative_information_score: 2262.5144, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9809, predictive_accuracy: 0.981, prior_entropy: 2.8074, recall: 0.981, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0738, root_relative_squared_error: 0.2108,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5115, f_measure: 0.5115, kappa: 0.0231, kb_relative_information_score: 60, mean_absolute_error: 0.4885, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5115, predictive_accuracy: 0.5115, prior_entropy: 1, recall: 0.5115, relative_absolute_error: 0.9769, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6989, root_relative_squared_error: 1.3978,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set one-hundred-plants-texture
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8648, f_measure: 0.7383, kappa: 0.7296, kb_relative_information_score: 1170.0525, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.7577, predictive_accuracy: 0.7323, prior_entropy: 6.6438, recall: 0.7323, relative_absolute_error: 0.2704, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.0732, root_relative_squared_error: 0.7354, usercpu_time_millis: 10.25, usercpu_time_millis_testing: 7.01, usercpu_time_millis_training: 3.24,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7673, f_measure: 0.7672, kappa: 0.5346, kb_relative_information_score: 1390, mean_absolute_error: 0.2327, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.768, predictive_accuracy: 0.7673, prior_entropy: 1, recall: 0.7673, relative_absolute_error: 0.4654, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4824, root_relative_squared_error: 0.9648,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8816, f_measure: 0.7773, kappa: 0.7631, kb_relative_information_score: 1803.8469, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.8122, predictive_accuracy: 0.797, prior_entropy: 2.8074, recall: 0.797, relative_absolute_error: 0.2369, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.6883,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set one-hundred-plants-texture
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.0076, kappa: 0.0025, kb_relative_information_score: 16.5514, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.0114, predictive_accuracy: 0.0125, prior_entropy: 6.6438, recall: 0.0125, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1405, root_relative_squared_error: 1.4124, usercpu_time_millis: 4.02, usercpu_time_millis_testing: 0.12, usercpu_time_millis_training: 3.9,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.7877, kappa: 0.6999, kb_relative_information_score: 3632.8179, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8341, predictive_accuracy: 0.7996, prior_entropy: 1.5849, recall: 0.7996, relative_absolute_error: 0.3006, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.7754, usercpu_time_millis: 9.86, usercpu_time_millis_testing: 8.69, usercpu_time_millis_training: 1.17,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.959, kappa: 0.952, kb_relative_information_score: 2207.4743, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9593, predictive_accuracy: 0.9589, prior_entropy: 2.8074, recall: 0.9589, relative_absolute_error: 0.048, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1084, root_relative_squared_error: 0.3098,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set one-hundred-plants-texture
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6175, f_measure: 0.1963, kappa: 0.235, kb_relative_information_score: 385.3094, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.0198, number_of_instances: 1599, precision: 0.211, predictive_accuracy: 0.2427, prior_entropy: 6.6438, recall: 0.2427, relative_absolute_error: 0.765, root_mean_prior_squared_error: 0.0995, root_mean_squared_error: 0.1231, root_relative_squared_error: 1.2369, usercpu_time_millis: 8.68, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 8.58,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7785, f_measure: 0.7784, kappa: 0.5569, kb_relative_information_score: 1448, mean_absolute_error: 0.2215, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7787, predictive_accuracy: 0.7785, prior_entropy: 1, recall: 0.7785, relative_absolute_error: 0.4431, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4707, root_relative_squared_error: 0.9414,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set musk
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6585.79, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0012, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0174, root_relative_squared_error: 0.0482, usercpu_time_millis: 4.57, usercpu_time_millis_testing: 0.6, usercpu_time_millis_training: 3.97,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.9181, kappa: 0.904, kb_relative_information_score: 2104.9486, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9198, predictive_accuracy: 0.9177, prior_entropy: 2.8074, recall: 0.9177, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1533, root_relative_squared_error: 0.4381, usercpu_time_millis: 0.62, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.56,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set monks-problems-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 541.9683, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.2083, usercpu_time_millis: 5.47, usercpu_time_millis_testing: 0.6, usercpu_time_millis_training: 4.87,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8023, f_measure: 0.7354, kappa: 0.6047, kb_relative_information_score: 3196.3787, mean_absolute_error: 0.1757, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.7381, predictive_accuracy: 0.7364, prior_entropy: 1.5849, recall: 0.7364, relative_absolute_error: 0.3954, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4192, root_relative_squared_error: 0.8893, usercpu_time_millis: 2.25, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 2.16,
Janek Thomas 8 years ago
ran flow mlr.classif.qda(2) on task Supervised Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8833, f_measure: 0.8442, kappa: 0.7666, kb_relative_information_score: 3935.4221, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8448, predictive_accuracy: 0.8444, prior_entropy: 1.5849, recall: 0.8444, relative_absolute_error: 0.2334, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3221, root_relative_squared_error: 0.6832, usercpu_time_millis: 2.11, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 1.95,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8448, f_measure: 0.7927, kappa: 0.6896, kb_relative_information_score: 3583.74, mean_absolute_error: 0.138, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.7933, predictive_accuracy: 0.793, prior_entropy: 1.5849, recall: 0.793, relative_absolute_error: 0.3105, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3715, root_relative_squared_error: 0.7881, usercpu_time_millis: 1.93, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 1.55,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set monks-problems-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 541.9683, mean_absolute_error: 0.0108, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.0217, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.2083, usercpu_time_millis: 0.19, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.12,
Janek Thomas 8 years ago
ran flow mlr.classif.naiveBayes(8) on task Supervised Classification on data set monks-problems-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9646, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 513.905, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.0723, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.19, root_relative_squared_error: 0.3803, usercpu_time_millis: 0.32, usercpu_time_millis_testing: 0.23, usercpu_time_millis_training: 0.09,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set Internet-Advertisements
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.9763, kappa: 0.8995, kb_relative_information_score: 2879.0753, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9766, predictive_accuracy: 0.9768, prior_entropy: 0.5848, recall: 0.9768, relative_absolute_error: 0.0962, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1522, root_relative_squared_error: 0.4388, usercpu_time_millis: 13252.01, usercpu_time_millis_testing: 3.3, usercpu_time_millis_training: 13248.71,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set gina_agnostic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9366, f_measure: 0.9366, kappa: 0.8731, kb_relative_information_score: 3027.8218, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.4999, number_of_instances: 3468, precision: 0.9366, predictive_accuracy: 0.9366, prior_entropy: 0.9998, recall: 0.9366, relative_absolute_error: 0.1269, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.5038, usercpu_time_millis: 1626.45, usercpu_time_millis_testing: 1.38, usercpu_time_millis_training: 1625.07,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7369, f_measure: 0.7358, kappa: 0.4738, kb_relative_information_score: 1232, mean_absolute_error: 0.2631, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7409, predictive_accuracy: 0.7369, prior_entropy: 1, recall: 0.7369, relative_absolute_error: 0.5262, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5129, root_relative_squared_error: 1.0258,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, f_measure: 0.9159, kappa: 0.8985, kb_relative_information_score: 5772.8895, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.9159, predictive_accuracy: 0.918, prior_entropy: 2.4836, recall: 0.918, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.1653, root_relative_squared_error: 0.4498, usercpu_time_millis: 87.97, usercpu_time_millis_testing: 0.55, usercpu_time_millis_training: 87.42,
Janek Thomas 8 years ago
ran flow mlr.classif.randomForest(29) on task Supervised Classification on data set pc1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6351, f_measure: 0.9257, kappa: 0.3529, kb_relative_information_score: 337.9267, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.923, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.4929, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.253, root_relative_squared_error: 0.9954, usercpu_time_millis: 7.4, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 7.13,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set Internet-Advertisements
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9645, kappa: 0.8499, kb_relative_information_score: 2680.7229, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9645, predictive_accuracy: 0.9652, prior_entropy: 0.5848, recall: 0.9652, relative_absolute_error: 0.1443, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1865, root_relative_squared_error: 0.5374, usercpu_time_millis: 32.1, usercpu_time_millis_testing: 3.18, usercpu_time_millis_training: 28.92,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set gina_agnostic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, f_measure: 0.8494, kappa: 0.6992, kb_relative_information_score: 2423.5783, mean_absolute_error: 0.1505, mean_prior_absolute_error: 0.4999, number_of_instances: 3468, precision: 0.8515, predictive_accuracy: 0.8495, prior_entropy: 0.9998, recall: 0.8495, relative_absolute_error: 0.3011, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.388, root_relative_squared_error: 0.776, usercpu_time_millis: 17.42, usercpu_time_millis_testing: 1.61, usercpu_time_millis_training: 15.81,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set Internet-Advertisements
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.9649, kappa: 0.8502, kb_relative_information_score: 2691.1625, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9652, predictive_accuracy: 0.9658, prior_entropy: 0.5848, recall: 0.9658, relative_absolute_error: 0.1418, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1848, root_relative_squared_error: 0.5327, usercpu_time_millis: 6.72, usercpu_time_millis_testing: 0.4, usercpu_time_millis_training: 6.32,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7673, f_measure: 0.7672, kappa: 0.5346, kb_relative_information_score: 1390, mean_absolute_error: 0.2327, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.768, predictive_accuracy: 0.7673, prior_entropy: 1, recall: 0.7673, relative_absolute_error: 0.4654, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4824, root_relative_squared_error: 0.9648,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set gina_agnostic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.8691, kappa: 0.7381, kb_relative_information_score: 2559.6331, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.4999, number_of_instances: 3468, precision: 0.8691, predictive_accuracy: 0.8691, prior_entropy: 0.9998, recall: 0.8691, relative_absolute_error: 0.2619, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.7237, usercpu_time_millis: 4.43, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 4,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7785, f_measure: 0.7784, kappa: 0.5569, kb_relative_information_score: 1448, mean_absolute_error: 0.2215, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.7787, predictive_accuracy: 0.7785, prior_entropy: 1, recall: 0.7785, relative_absolute_error: 0.4431, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4707, root_relative_squared_error: 0.9414, usercpu_time_millis: 2.11, usercpu_time_millis_testing: 0.12, usercpu_time_millis_training: 1.99,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9179, f_measure: 0.8632, kappa: 0.8347, kb_relative_information_score: 5371.8985, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8623, predictive_accuracy: 0.8667, prior_entropy: 2.4836, recall: 0.8667, relative_absolute_error: 0.1645, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.5735, usercpu_time_millis: 1.32, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 1.24,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8799, f_measure: 0.798, kappa: 0.7599, kb_relative_information_score: 4882.1241, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.2701, number_of_instances: 6430, precision: 0.8005, predictive_accuracy: 0.8076, prior_entropy: 2.4836, recall: 0.8076, relative_absolute_error: 0.2374, root_mean_prior_squared_error: 0.3675, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.6891, usercpu_time_millis: 1.81, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 1.77,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set pc1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6351, f_measure: 0.9257, kappa: 0.3529, kb_relative_information_score: 337.9267, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.923, predictive_accuracy: 0.936, prior_entropy: 0.3667, recall: 0.936, relative_absolute_error: 0.4929, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.253, root_relative_squared_error: 0.9954, usercpu_time_millis: 0.46, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 0.38,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(38) on task Supervised Classification on data set pc1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5798, f_measure: 0.9096, kappa: 0.21, kb_relative_information_score: 176.8698, mean_absolute_error: 0.0775, mean_prior_absolute_error: 0.1299, number_of_instances: 1109, precision: 0.9022, predictive_accuracy: 0.9225, prior_entropy: 0.3667, recall: 0.9225, relative_absolute_error: 0.597, root_mean_prior_squared_error: 0.2542, root_mean_squared_error: 0.2785, root_relative_squared_error: 1.0955, usercpu_time_millis: 0.23, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.16,
Janek Thomas 8 years ago
ran flow mlr.classif.xgboost(10) on task Supervised Classification on data set Internet-Advertisements
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9026, f_measure: 0.9649, kappa: 0.8502, kb_relative_information_score: 2691.1625, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.2409, number_of_instances: 3279, precision: 0.9652, predictive_accuracy: 0.9658, prior_entropy: 0.5848, recall: 0.9658, relative_absolute_error: 0.1418, root_mean_prior_squared_error: 0.347, root_mean_squared_error: 0.1848, root_relative_squared_error: 0.5327, usercpu_time_millis: 5.06, usercpu_time_millis_testing: 0.52, usercpu_time_millis_training: 4.54,
Janek Thomas 8 years ago
ran flow mlr.classif.glmnet(2) on task Supervised Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6161, kb_relative_information_score: 0.4421, mean_absolute_error: 0.3906, mean_prior_absolute_error: 0.3925, number_of_instances: 100, precision: 0.5329, predictive_accuracy: 0.73, prior_entropy: 0.836, recall: 0.73, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.444, root_mean_squared_error: 0.444, root_relative_squared_error: 1.0001,
Janek Thomas 8 years ago
ran flow mlr.classif.rpart(29) on task Supervised Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6161, kb_relative_information_score: 0.4421, mean_absolute_error: 0.3906, mean_prior_absolute_error: 0.3925, number_of_instances: 100, precision: 0.5329, predictive_accuracy: 0.73, prior_entropy: 0.836, recall: 0.73, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.444, root_mean_squared_error: 0.444, root_relative_squared_error: 1.0001,
Janek Thomas 8 years ago
ran flow mlr.classif.glmnet(2) on task Supervised Classification on data set haberman
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6161, kb_relative_information_score: 0.4421, mean_absolute_error: 0.3906, mean_prior_absolute_error: 0.3925, number_of_instances: 100, precision: 0.5329, predictive_accuracy: 0.73, prior_entropy: 0.836, recall: 0.73, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.444, root_mean_squared_error: 0.444, root_relative_squared_error: 1.0001,
Janek Thomas 8 years ago
ran flow mlr.classif.svm(6) on task Supervised Classification on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8265, f_measure: 0.7529, kappa: 0.4437, kb_relative_information_score: 229.7926, mean_absolute_error: 0.3262, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7618, predictive_accuracy: 0.7656, prior_entropy: 0.9335, recall: 0.7656, relative_absolute_error: 0.7176, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4004, root_relative_squared_error: 0.8401,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set monks-problems-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.8284, kappa: 0.6578, kb_relative_information_score: 244.3773, mean_absolute_error: 0.3003, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.8395, predictive_accuracy: 0.8303, prior_entropy: 0.9989, recall: 0.8303, relative_absolute_error: 0.6016, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7164,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set wilt
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.9589, kappa: 0.5336, kb_relative_information_score: 1560.0529, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9658, predictive_accuracy: 0.9659, prior_entropy: 0.3037, recall: 0.9659, relative_absolute_error: 0.4492, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.703,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set musk
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9723, kappa: 0.892, kb_relative_information_score: 4833.7237, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9725, predictive_accuracy: 0.9729, prior_entropy: 0.6204, recall: 0.9729, relative_absolute_error: 0.2453, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.4273,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set madelon
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5735, f_measure: 0.5478, kappa: 0.1008, kb_relative_information_score: 169.0566, mean_absolute_error: 0.4705, mean_prior_absolute_error: 0.5, number_of_instances: 2600, precision: 0.5516, predictive_accuracy: 0.5504, prior_entropy: 1, recall: 0.5504, relative_absolute_error: 0.9411, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5248, root_relative_squared_error: 1.0495,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9487, kappa: 0.8972, kb_relative_information_score: 2341.3937, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9487, predictive_accuracy: 0.9487, prior_entropy: 0.9986, recall: 0.9487, relative_absolute_error: 0.3018, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.4569,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9405, kappa: 0.8808, kb_relative_information_score: 2514.0557, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9406, predictive_accuracy: 0.9406, prior_entropy: 0.9986, recall: 0.9406, relative_absolute_error: 0.2361, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.4275,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9474, kappa: 0.8946, kb_relative_information_score: 2390.3011, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9474, predictive_accuracy: 0.9474, prior_entropy: 0.9986, recall: 0.9474, relative_absolute_error: 0.2837, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.4473,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9493, kappa: 0.8984, kb_relative_information_score: 2373.4578, mean_absolute_error: 0.1447, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9493, predictive_accuracy: 0.9493, prior_entropy: 0.9986, recall: 0.9493, relative_absolute_error: 0.29, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.225, root_relative_squared_error: 0.4505,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.9186, kappa: 0.837, kb_relative_information_score: 2674.5121, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.9186, predictive_accuracy: 0.9186, prior_entropy: 0.9986, recall: 0.9186, relative_absolute_error: 0.163, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2852, root_relative_squared_error: 0.571,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set bank-marketing
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, f_measure: 0.883, kappa: 0.3685, kb_relative_information_score: 10385.3905, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8829, predictive_accuracy: 0.8993, prior_entropy: 0.5207, recall: 0.8993, relative_absolute_error: 0.6124, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2679, root_relative_squared_error: 0.8335,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set phoneme
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.885, kappa: 0.72, kb_relative_information_score: 3170.8713, mean_absolute_error: 0.1719, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8846, predictive_accuracy: 0.8862, prior_entropy: 0.8733, recall: 0.8862, relative_absolute_error: 0.4146, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.6379,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.609, average_cost: 15.6796, f_measure: 0.7711, kappa: 0.077, kb_relative_information_score: -4919.9602, mean_absolute_error: 0.2579, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7582, predictive_accuracy: 0.8203, prior_entropy: 0.6541, recall: 0.8203, relative_absolute_error: 0.9207, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3827, root_relative_squared_error: 1.0227, total_cost: 626370,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6263, average_cost: 16.4158, f_measure: 0.763, kappa: 0.0335, kb_relative_information_score: -3767.3655, mean_absolute_error: 0.261, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7641, predictive_accuracy: 0.8296, prior_entropy: 0.6541, recall: 0.8296, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3722, root_relative_squared_error: 0.9947, total_cost: 655780,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.621, average_cost: 16.2038, f_measure: 0.766, kappa: 0.0477, kb_relative_information_score: -4062.4708, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7617, predictive_accuracy: 0.8276, prior_entropy: 0.6541, recall: 0.8276, relative_absolute_error: 0.9282, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3746, root_relative_squared_error: 1.001, total_cost: 647310,
Janek Thomas 8 years ago
ran flow mlr.classif.kknn(9) on task Supervised Classification on data set Click_prediction_small
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6228, average_cost: 16.2807, f_measure: 0.7649, kappa: 0.0426, kb_relative_information_score: -3959.5593, mean_absolute_error: 0.2603, mean_prior_absolute_error: 0.2801, number_of_instances: 39948, precision: 0.7619, predictive_accuracy: 0.8282, prior_entropy: 0.6541, recall: 0.8282, relative_absolute_error: 0.9293, root_mean_prior_squared_error: 0.3742, root_mean_squared_error: 0.3738, root_relative_squared_error: 0.9988, total_cost: 650380,