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Joaquin Vanschoren 10 years ago
ran flow weka.Dagging_DecisionStump(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8038, f_measure: 0.7742, kappa: 0.5177, kb_relative_information_score: 178240.9458, mean_absolute_error: 0.404, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.7972, predictive_accuracy: 0.7865, prior_entropy: 0.9619, recall: 0.7865, relative_absolute_error: 0.8527, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.4303, root_relative_squared_error: 0.884, scimark_benchmark: 947.9494, usercpu_time_millis: 3690, usercpu_time_millis_testing: 880, usercpu_time_millis_training: 2810,
Joaquin Vanschoren 10 years ago
ran flow weka.END_ND_J48(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8492, kappa: 0.6805, kb_relative_information_score: 556222.0298, mean_absolute_error: 0.2227, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.849, predictive_accuracy: 0.8499, prior_entropy: 0.9619, recall: 0.8499, relative_absolute_error: 0.47, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.335, root_relative_squared_error: 0.6882, scimark_benchmark: 943.2745, usercpu_time_millis: 299070, usercpu_time_millis_testing: 9920, usercpu_time_millis_training: 289150,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.8379, kappa: 0.6547, kb_relative_information_score: 534591.2018, mean_absolute_error: 0.2352, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8403, prior_entropy: 0.9619, recall: 0.8403, relative_absolute_error: 0.4964, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.7429, scimark_benchmark: 943.2817, usercpu_time_millis: 33380, usercpu_time_millis_testing: 6760, usercpu_time_millis_training: 26620,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8701, f_measure: 0.8293, kappa: 0.6376, kb_relative_information_score: 586198.0219, mean_absolute_error: 0.1982, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.8293, predictive_accuracy: 0.8306, prior_entropy: 0.9619, recall: 0.8306, relative_absolute_error: 0.4182, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.3672, root_relative_squared_error: 0.7545, scimark_benchmark: 943.2817, usercpu_time_millis: 466270, usercpu_time_millis_testing: 8130, usercpu_time_millis_training: 458140,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.8357, kappa: 0.6506, kb_relative_information_score: 592082.3985, mean_absolute_error: 0.1964, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.8367, predictive_accuracy: 0.8376, prior_entropy: 0.9619, recall: 0.8376, relative_absolute_error: 0.4144, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.7518, scimark_benchmark: 941.7954, usercpu_time_millis: 218920, usercpu_time_millis_testing: 4040, usercpu_time_millis_training: 214880,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.8379, kappa: 0.6547, kb_relative_information_score: 534591.2018, mean_absolute_error: 0.2352, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8403, prior_entropy: 0.9619, recall: 0.8403, relative_absolute_error: 0.4964, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.7429, scimark_benchmark: 911.3823, usercpu_time_millis: 35380, usercpu_time_millis_testing: 6970, usercpu_time_millis_training: 28410,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.8379, kappa: 0.6547, kb_relative_information_score: 534591.2018, mean_absolute_error: 0.2352, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8403, prior_entropy: 0.9619, recall: 0.8403, relative_absolute_error: 0.4964, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.7429, scimark_benchmark: 942.6953, usercpu_time_millis: 34910, usercpu_time_millis_testing: 6910, usercpu_time_millis_training: 28000,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8625, f_measure: 0.8145, kappa: 0.6084, kb_relative_information_score: 554227.4305, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.8144, predictive_accuracy: 0.8146, prior_entropy: 0.9619, recall: 0.8146, relative_absolute_error: 0.4482, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.3797, root_relative_squared_error: 0.78, scimark_benchmark: 938.9865, usercpu_time_millis: 118820, usercpu_time_millis_testing: 2290, usercpu_time_millis_training: 116530,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.7741, kappa: 0.5225, kb_relative_information_score: 473731.3688, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.7738, predictive_accuracy: 0.7744, prior_entropy: 0.9619, recall: 0.7744, relative_absolute_error: 0.5254, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.4147, root_relative_squared_error: 0.8519, scimark_benchmark: 938.4278, usercpu_time_millis: 30650, usercpu_time_millis_testing: 1000, usercpu_time_millis_training: 29650,
Joaquin Vanschoren 10 years ago
ran flow weka.RealAdaBoost_DecisionStump(1) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8492, f_measure: 0.8096, kappa: 0.5962, kb_relative_information_score: 391019.8668, mean_absolute_error: 0.3024, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.8092, predictive_accuracy: 0.8106, prior_entropy: 0.9619, recall: 0.8106, relative_absolute_error: 0.6382, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.3849, root_relative_squared_error: 0.7907, scimark_benchmark: 938.9865, usercpu_time_millis: 20250, usercpu_time_millis_testing: 1120, usercpu_time_millis_training: 19130,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8588, f_measure: 0.8216, kappa: 0.6191, kb_relative_information_score: 543323.2763, mean_absolute_error: 0.2187, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.8263, predictive_accuracy: 0.8255, prior_entropy: 0.9619, recall: 0.8255, relative_absolute_error: 0.4615, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.381, root_relative_squared_error: 0.7827, scimark_benchmark: 938.4278, usercpu_time_millis: 55830, usercpu_time_millis_testing: 1370, usercpu_time_millis_training: 54460,
Joaquin Vanschoren 10 years ago
ran flow weka.Vote_ZeroR(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4676, kb_relative_information_score: -0.0351, mean_absolute_error: 0.4739, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.3774, predictive_accuracy: 0.6143, prior_entropy: 0.9619, recall: 0.6143, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.4868, root_relative_squared_error: 1, scimark_benchmark: 932.3943, usercpu_time_millis: 700, usercpu_time_millis_testing: 520, usercpu_time_millis_training: 180,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8648, f_measure: 0.8313, kappa: 0.6405, kb_relative_information_score: 444528.7413, mean_absolute_error: 0.2775, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.8337, predictive_accuracy: 0.834, prior_entropy: 0.9619, recall: 0.834, relative_absolute_error: 0.5857, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.37, root_relative_squared_error: 0.7602, scimark_benchmark: 938.9865, usercpu_time_millis: 24590, usercpu_time_millis_testing: 830, usercpu_time_millis_training: 23760,
Joaquin Vanschoren 10 years ago
ran flow weka.Grading_ZeroR(1) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4676, kb_relative_information_score: 167088.4286, mean_absolute_error: 0.3857, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.3774, predictive_accuracy: 0.6143, prior_entropy: 0.9619, recall: 0.6143, relative_absolute_error: 0.8139, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.621, root_relative_squared_error: 1.2758, scimark_benchmark: 947.9494, usercpu_time_millis: 6670, usercpu_time_millis_testing: 800, usercpu_time_millis_training: 5870,
Joaquin Vanschoren 10 years ago
ran flow weka.RacedIncrementalLogitBoost_DecisionStump(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.862, f_measure: 0.8197, kappa: 0.6164, kb_relative_information_score: 458694.3462, mean_absolute_error: 0.2683, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.8204, predictive_accuracy: 0.8217, prior_entropy: 0.9619, recall: 0.8217, relative_absolute_error: 0.5662, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.3719, root_relative_squared_error: 0.764, scimark_benchmark: 930.32, usercpu_time_millis: 23580, usercpu_time_millis_testing: 3630, usercpu_time_millis_training: 19950,
Joaquin Vanschoren 10 years ago
ran flow weka.ThresholdSelector_Logistic(1) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8773, f_measure: 0.8424, kappa: 0.6692, kb_relative_information_score: 447550.5468, mean_absolute_error: 0.2771, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.8438, predictive_accuracy: 0.8417, prior_entropy: 0.9619, recall: 0.8417, relative_absolute_error: 0.5847, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.3641, root_relative_squared_error: 0.748, scimark_benchmark: 943.6956, usercpu_time_millis: 24950, usercpu_time_millis_testing: 1260, usercpu_time_millis_training: 23690,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomCommittee_RandomTree(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9402, f_measure: 0.8858, kappa: 0.7602, kb_relative_information_score: 746418.2403, mean_absolute_error: 0.1177, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.8869, predictive_accuracy: 0.8853, prior_entropy: 0.9619, recall: 0.8853, relative_absolute_error: 0.2485, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.2862, root_relative_squared_error: 0.5879, scimark_benchmark: 938.9865, usercpu_time_millis: 334040, usercpu_time_millis_testing: 19880, usercpu_time_millis_training: 314160,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8717, f_measure: 0.8313, kappa: 0.6405, kb_relative_information_score: 450984.3875, mean_absolute_error: 0.2755, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.8337, predictive_accuracy: 0.834, prior_entropy: 0.9619, recall: 0.834, relative_absolute_error: 0.5813, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.3657, root_relative_squared_error: 0.7513, scimark_benchmark: 943.2817, usercpu_time_millis: 42100, usercpu_time_millis_testing: 860, usercpu_time_millis_training: 41240,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, f_measure: 0.838, kappa: 0.6548, kb_relative_information_score: 654674.5367, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.84, predictive_accuracy: 0.8403, prior_entropy: 0.9619, recall: 0.8403, relative_absolute_error: 0.3377, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.3988, root_relative_squared_error: 0.8193, scimark_benchmark: 770.3451, usercpu_time_millis: 57510, usercpu_time_millis_testing: 13210, usercpu_time_millis_training: 44300,
Josep Pon Farreny 8 years ago
ran flow sklearn.tree.tree.DecisionTreeClassifier(3) on task Supervised Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9401, f_measure: 0.8858, kappa: 0.7601, kb_relative_information_score: 746385.8096, mean_absolute_error: 0.1177, mean_prior_absolute_error: 0.4739, number_of_instances: 1000000, precision: 0.8869, predictive_accuracy: 0.8853, prior_entropy: 0.9619, recall: 0.8853, relative_absolute_error: 0.2485, root_mean_prior_squared_error: 0.4868, root_mean_squared_error: 0.2863, root_relative_squared_error: 0.5882,