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Jan van Rijn 10 years ago
ran flow weka.J48(28) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7235, f_measure: 0.5034, kappa: 0.3067, kb_relative_information_score: 282.0976, mean_absolute_error: 0.2828, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.4963, predictive_accuracy: 0.5313, prior_entropy: 1.8507, recall: 0.5313, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.9492, scimark_benchmark: 1465.2979, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.HoeffdingTree(3) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6254, f_measure: 0.3675, kappa: 0.1613, kb_relative_information_score: 125.4656, mean_absolute_error: 0.3269, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.309, predictive_accuracy: 0.459, prior_entropy: 1.8507, recall: 0.459, relative_absolute_error: 0.9302, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.4096, root_relative_squared_error: 0.9772, scimark_benchmark: 912.5006,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.59, f_measure: 0.3839, kappa: 0.1773, kb_relative_information_score: 258.7245, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.3848, predictive_accuracy: 0.4561, prior_entropy: 1.8507, recall: 0.4561, relative_absolute_error: 0.7739, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.5215, root_relative_squared_error: 1.2443, scimark_benchmark: 1306.6379, usercpu_time_millis: 270, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 160,
Jan van Rijn 10 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_J48(3) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7235, f_measure: 0.5034, kappa: 0.3067, kb_relative_information_score: 282.0976, mean_absolute_error: 0.2828, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.4963, predictive_accuracy: 0.5313, prior_entropy: 1.8507, recall: 0.5313, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.9492, scimark_benchmark: 1363.434, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.IBk(4) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7061, f_measure: 0.5165, kappa: 0.3142, kb_relative_information_score: 307.1514, mean_absolute_error: 0.2761, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.5171, predictive_accuracy: 0.5283, prior_entropy: 1.8507, recall: 0.5283, relative_absolute_error: 0.7856, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.4109, root_relative_squared_error: 0.9804, scimark_benchmark: 854.5188, usercpu_time_millis: 80, usercpu_time_millis_testing: 80,
Joaquin Vanschoren 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(12) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5741, f_measure: 0.3653, kappa: 0.1578, kb_relative_information_score: 81.119, mean_absolute_error: 0.3377, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.3062, predictive_accuracy: 0.4551, prior_entropy: 1.8507, recall: 0.4551, relative_absolute_error: 0.9609, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.9833, scimark_benchmark: 935.5075,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(3) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6804, f_measure: 0.404, kappa: 0.1983, kb_relative_information_score: 182.3442, mean_absolute_error: 0.3122, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.4201, predictive_accuracy: 0.4756, prior_entropy: 1.8507, recall: 0.4756, relative_absolute_error: 0.8883, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.3987, root_relative_squared_error: 0.9514, scimark_benchmark: 925.4974, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Joaquin Vanschoren 10 years ago
ran flow weka.IBk(4) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7194, f_measure: 0.5027, kappa: 0.296, kb_relative_information_score: 298.9719, mean_absolute_error: 0.279, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.5023, predictive_accuracy: 0.5176, prior_entropy: 1.8507, recall: 0.5176, relative_absolute_error: 0.7938, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.4002, root_relative_squared_error: 0.9549, scimark_benchmark: 1321.9426, usercpu_time_millis: 50, usercpu_time_millis_testing: 50,
Joaquin Vanschoren 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(12) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5741, f_measure: 0.3653, kappa: 0.1578, kb_relative_information_score: 81.119, mean_absolute_error: 0.3377, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.3062, predictive_accuracy: 0.4551, prior_entropy: 1.8507, recall: 0.4551, relative_absolute_error: 0.9609, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.9833, scimark_benchmark: 1404.1865,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomSubSpace_REPTree(4) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6559, f_measure: 0.362, kappa: 0.1477, kb_relative_information_score: 82.6838, mean_absolute_error: 0.3351, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.4862, predictive_accuracy: 0.4619, prior_entropy: 1.8507, recall: 0.4619, relative_absolute_error: 0.9534, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.4051, root_relative_squared_error: 0.9665, scimark_benchmark: 938.9967, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(12) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5741, f_measure: 0.3653, kappa: 0.1578, kb_relative_information_score: 81.119, mean_absolute_error: 0.3377, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.3062, predictive_accuracy: 0.4551, prior_entropy: 1.8507, recall: 0.4551, relative_absolute_error: 0.9609, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.9833, scimark_benchmark: 918.0213, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7505, f_measure: 0.5054, kappa: 0.3134, kb_relative_information_score: 273.0523, mean_absolute_error: 0.2856, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.5011, predictive_accuracy: 0.5391, prior_entropy: 1.8507, recall: 0.5391, relative_absolute_error: 0.8128, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.3838, root_relative_squared_error: 0.9156, scimark_benchmark: 929.0363, usercpu_time_millis: 110, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 90,
Joaquin Vanschoren 10 years ago
ran flow weka.J48graft(1) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7235, f_measure: 0.5034, kappa: 0.3067, kb_relative_information_score: 282.0976, mean_absolute_error: 0.2828, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.4963, predictive_accuracy: 0.5313, prior_entropy: 1.8507, recall: 0.5313, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.9492, scimark_benchmark: 932.0242, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.DecisionStump(4) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5741, f_measure: 0.3653, kappa: 0.1578, kb_relative_information_score: 81.119, mean_absolute_error: 0.3377, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.3062, predictive_accuracy: 0.4551, prior_entropy: 1.8507, recall: 0.4551, relative_absolute_error: 0.9609, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.9833, scimark_benchmark: 1332.6319,
Joaquin Vanschoren 10 years ago
ran flow weka.InputMappedClassifier_ZeroR(1) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4952, f_measure: 0.2232, kb_relative_information_score: 0.3698, mean_absolute_error: 0.3515, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.1557, predictive_accuracy: 0.3945, prior_entropy: 1.8507, recall: 0.3945, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.4191, root_relative_squared_error: 1, scimark_benchmark: 1321.6263,
Joaquin Vanschoren 10 years ago
ran flow weka.VFI(1) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5641, f_measure: 0.3169, kappa: 0.106, kb_relative_information_score: 23.9822, mean_absolute_error: 0.3716, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.4634, predictive_accuracy: 0.4287, prior_entropy: 1.8507, recall: 0.4287, relative_absolute_error: 1.0573, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.4303, root_relative_squared_error: 1.0265, scimark_benchmark: 916.6405,
Joaquin Vanschoren 10 years ago
ran flow weka.NaiveBayes(10) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6252, f_measure: 0.3687, kappa: 0.1638, kb_relative_information_score: 124.8402, mean_absolute_error: 0.3271, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.31, predictive_accuracy: 0.4609, prior_entropy: 1.8507, recall: 0.4609, relative_absolute_error: 0.9306, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.4096, root_relative_squared_error: 0.9772, scimark_benchmark: 1363.454, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.IB1(1) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6126, f_measure: 0.4498, kappa: 0.2162, kb_relative_information_score: 276.6416, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.4464, predictive_accuracy: 0.4551, prior_entropy: 1.8507, recall: 0.4551, relative_absolute_error: 0.7753, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.522, root_relative_squared_error: 1.2454, scimark_benchmark: 940.0008, usercpu_time_millis: 70, usercpu_time_millis_testing: 70,
Joaquin Vanschoren 10 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7131, f_measure: 0.4685, kappa: 0.2681, kb_relative_information_score: 214.8728, mean_absolute_error: 0.2995, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.4617, predictive_accuracy: 0.5137, prior_entropy: 1.8507, recall: 0.5137, relative_absolute_error: 0.8521, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.3886, root_relative_squared_error: 0.9272, scimark_benchmark: 1373.2982, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7497, f_measure: 0.5046, kappa: 0.311, kb_relative_information_score: 270.981, mean_absolute_error: 0.2867, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.5013, predictive_accuracy: 0.5371, prior_entropy: 1.8507, recall: 0.5371, relative_absolute_error: 0.8158, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.3839, root_relative_squared_error: 0.9159, scimark_benchmark: 1353.1316, usercpu_time_millis: 160, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 140,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set rmftsa_sleepdata
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7491, f_measure: 0.493, kappa: 0.2975, kb_relative_information_score: 269.8314, mean_absolute_error: 0.2871, mean_prior_absolute_error: 0.3514, number_of_instances: 1024, precision: 0.4889, predictive_accuracy: 0.5293, prior_entropy: 1.8507, recall: 0.5293, relative_absolute_error: 0.8169, root_mean_prior_squared_error: 0.4191, root_mean_squared_error: 0.3839, root_relative_squared_error: 0.916, scimark_benchmark: 1366.5423, usercpu_time_millis: 390, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 330,