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Joaquin Vanschoren 11 years ago
ran flow weka.NaiveBayes(1) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9314, kappa: 0.8505, kb_relative_information_score: 800541.0566, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9317, predictive_accuracy: 0.9312, prior_entropy: 0.938, recall: 0.9312, relative_absolute_error: 0.2061, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.2254, root_relative_squared_error: 0.4712, scimark_benchmark: 943.7711,
Joaquin Vanschoren 11 years ago
ran flow weka.RandomForest(1) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9634, kappa: 0.9201, kb_relative_information_score: 892340.038, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9634, predictive_accuracy: 0.9634, prior_entropy: 0.938, recall: 0.9634, relative_absolute_error: 0.1113, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.1678, root_relative_squared_error: 0.3508, scimark_benchmark: 946.1834,
Joaquin Vanschoren 11 years ago
ran flow weka.PART(1) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9647, kappa: 0.9229, kb_relative_information_score: 894020.171, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9647, predictive_accuracy: 0.9647, prior_entropy: 0.938, recall: 0.9647, relative_absolute_error: 0.1114, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.3495, scimark_benchmark: 935.2927,
Joaquin Vanschoren 11 years ago
ran flow weka.RandomTree(1) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9603, kappa: 0.9134, kb_relative_information_score: 892688.3549, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9604, predictive_accuracy: 0.9603, prior_entropy: 0.938, recall: 0.9603, relative_absolute_error: 0.1089, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.182, root_relative_squared_error: 0.3804, scimark_benchmark: 949.0651,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9502, f_measure: 0.8511, kappa: 0.6676, kb_relative_information_score: 676532.9746, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.8719, predictive_accuracy: 0.859, prior_entropy: 0.938, recall: 0.859, relative_absolute_error: 0.313, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.3523, root_relative_squared_error: 0.7365, scimark_benchmark: 939.7623, usercpu_time_millis: 28610, usercpu_time_millis_testing: 1580, usercpu_time_millis_training: 27030,
Joaquin Vanschoren 10 years ago
ran flow weka.END_ND_J48(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9647, kappa: 0.9228, kb_relative_information_score: 886318.4332, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9647, predictive_accuracy: 0.9647, prior_entropy: 0.938, recall: 0.9647, relative_absolute_error: 0.122, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.171, root_relative_squared_error: 0.3574, scimark_benchmark: 930.32, usercpu_time_millis: 35810, usercpu_time_millis_testing: 8980, usercpu_time_millis_training: 26830,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.9315, kappa: 0.8507, kb_relative_information_score: 841553.6945, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9318, predictive_accuracy: 0.9313, prior_entropy: 0.938, recall: 0.9313, relative_absolute_error: 0.1545, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.2452, root_relative_squared_error: 0.5125, scimark_benchmark: 908.0036, usercpu_time_millis: 111750, usercpu_time_millis_testing: 33360, usercpu_time_millis_training: 78390,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9324, kappa: 0.8508, kb_relative_information_score: 844867.2747, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9331, prior_entropy: 0.938, recall: 0.9331, relative_absolute_error: 0.1508, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.2363, root_relative_squared_error: 0.494, scimark_benchmark: 938.4278, usercpu_time_millis: 240520, usercpu_time_millis_testing: 9510, usercpu_time_millis_training: 231010,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9825, f_measure: 0.9269, kappa: 0.8388, kb_relative_information_score: 835569.889, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9281, predictive_accuracy: 0.9277, prior_entropy: 0.938, recall: 0.9277, relative_absolute_error: 0.1605, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.2405, root_relative_squared_error: 0.5027, scimark_benchmark: 934.5243, usercpu_time_millis: 143400, usercpu_time_millis_testing: 5170, usercpu_time_millis_training: 138230,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9314, kappa: 0.8505, kb_relative_information_score: 830343.6258, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9317, predictive_accuracy: 0.9312, prior_entropy: 0.938, recall: 0.9312, relative_absolute_error: 0.1711, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.4769, scimark_benchmark: 926.6717, usercpu_time_millis: 35970, usercpu_time_millis_testing: 9610, usercpu_time_millis_training: 26360,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9314, kappa: 0.8505, kb_relative_information_score: 830343.6258, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9317, predictive_accuracy: 0.9312, prior_entropy: 0.938, recall: 0.9312, relative_absolute_error: 0.1711, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.4769, scimark_benchmark: 942.1229, usercpu_time_millis: 35090, usercpu_time_millis_testing: 9430, usercpu_time_millis_training: 25660,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9314, kappa: 0.8505, kb_relative_information_score: 830343.6258, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9317, predictive_accuracy: 0.9312, prior_entropy: 0.938, recall: 0.9312, relative_absolute_error: 0.1711, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.4769, scimark_benchmark: 911.0478, usercpu_time_millis: 30890, usercpu_time_millis_testing: 7870, usercpu_time_millis_training: 23020,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9012, kappa: 0.7808, kb_relative_information_score: 773202.7514, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.906, predictive_accuracy: 0.9034, prior_entropy: 0.938, recall: 0.9034, relative_absolute_error: 0.22, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.287, root_relative_squared_error: 0.6, scimark_benchmark: 939.7623, usercpu_time_millis: 58210, usercpu_time_millis_testing: 2300, usercpu_time_millis_training: 55910,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9447, kappa: 0.8789, kb_relative_information_score: 819037.3493, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9447, predictive_accuracy: 0.9448, prior_entropy: 0.938, recall: 0.9448, relative_absolute_error: 0.1925, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.4253, scimark_benchmark: 931.2336, usercpu_time_millis: 44770, usercpu_time_millis_testing: 860, usercpu_time_millis_training: 43910,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9084, f_measure: 0.8116, kappa: 0.5797, kb_relative_information_score: 619494.2611, mean_absolute_error: 0.1666, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.8522, predictive_accuracy: 0.8268, prior_entropy: 0.938, recall: 0.8268, relative_absolute_error: 0.3641, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.3866, root_relative_squared_error: 0.8082, scimark_benchmark: 933.8635, usercpu_time_millis: 16600, usercpu_time_millis_testing: 1030, usercpu_time_millis_training: 15570,
Joaquin Vanschoren 10 years ago
ran flow weka.Vote_ZeroR(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5065, kb_relative_information_score: 0.2018, mean_absolute_error: 0.4576, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.4167, predictive_accuracy: 0.6455, prior_entropy: 0.938, recall: 0.6455, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.4784, root_relative_squared_error: 1, scimark_benchmark: 938.9865, usercpu_time_millis: 810, usercpu_time_millis_testing: 560, usercpu_time_millis_training: 250,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.9203, kappa: 0.8246, kb_relative_information_score: 745279.6256, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9209, predictive_accuracy: 0.921, prior_entropy: 0.938, recall: 0.921, relative_absolute_error: 0.2743, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.2323, root_relative_squared_error: 0.4855, scimark_benchmark: 945.6434, usercpu_time_millis: 11360, usercpu_time_millis_testing: 790, usercpu_time_millis_training: 10570,
Joaquin Vanschoren 10 years ago
ran flow weka.Grading_ZeroR(1) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5065, kb_relative_information_score: 195928.574, mean_absolute_error: 0.3545, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.4167, predictive_accuracy: 0.6455, prior_entropy: 0.938, recall: 0.6455, relative_absolute_error: 0.7746, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.5954, root_relative_squared_error: 1.2446, scimark_benchmark: 947.9494, usercpu_time_millis: 7250, usercpu_time_millis_testing: 880, usercpu_time_millis_training: 6370,
Joaquin Vanschoren 10 years ago
ran flow weka.RacedIncrementalLogitBoost_DecisionStump(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.941, kappa: 0.8709, kb_relative_information_score: 817471.2512, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.941, predictive_accuracy: 0.9411, prior_entropy: 0.938, recall: 0.9411, relative_absolute_error: 0.1916, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.4426, scimark_benchmark: 911.0478, usercpu_time_millis: 27720, usercpu_time_millis_testing: 4670, usercpu_time_millis_training: 23050,
Joaquin Vanschoren 10 years ago
ran flow weka.ThresholdSelector_Logistic(1) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9455, kappa: 0.8811, kb_relative_information_score: 827826.5796, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9456, predictive_accuracy: 0.9455, prior_entropy: 0.938, recall: 0.9455, relative_absolute_error: 0.1815, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.2023, root_relative_squared_error: 0.423, scimark_benchmark: 931.2336, usercpu_time_millis: 199720, usercpu_time_millis_testing: 2580, usercpu_time_millis_training: 197140,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomCommittee_RandomTree(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.963, kappa: 0.9191, kb_relative_information_score: 893427.6276, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.963, predictive_accuracy: 0.9629, prior_entropy: 0.938, recall: 0.9629, relative_absolute_error: 0.1097, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.1714, root_relative_squared_error: 0.3583, scimark_benchmark: 910.8389, usercpu_time_millis: 80250, usercpu_time_millis_testing: 7790, usercpu_time_millis_training: 72460,
Joaquin Vanschoren 10 years ago
ran flow weka.RealAdaBoost_DecisionStump(1) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9682, f_measure: 0.9036, kappa: 0.7873, kb_relative_information_score: 729216.3611, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9049, predictive_accuracy: 0.9048, prior_entropy: 0.938, recall: 0.9048, relative_absolute_error: 0.2784, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.541, scimark_benchmark: 930.32, usercpu_time_millis: 10110, usercpu_time_millis_testing: 1270, usercpu_time_millis_training: 8840,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9421, kappa: 0.8733, kb_relative_information_score: 798308.3432, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9421, predictive_accuracy: 0.9423, prior_entropy: 0.938, recall: 0.9423, relative_absolute_error: 0.2166, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.4376, scimark_benchmark: 902.4773, usercpu_time_millis: 22900, usercpu_time_millis_testing: 840, usercpu_time_millis_training: 22060,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.9314, kappa: 0.8506, kb_relative_information_score: 844520.098, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9318, predictive_accuracy: 0.9312, prior_entropy: 0.938, recall: 0.9312, relative_absolute_error: 0.1498, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.2611, root_relative_squared_error: 0.5459, scimark_benchmark: 923.7642, usercpu_time_millis: 50030, usercpu_time_millis_testing: 14830, usercpu_time_millis_training: 35200,
Josep Pon Farreny 8 years ago
ran flow sklearn.tree.tree.DecisionTreeClassifier(3) on task Supervised Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.9601, kappa: 0.913, kb_relative_information_score: 892691.7009, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.4576, number_of_instances: 1000000, precision: 0.9602, predictive_accuracy: 0.9601, prior_entropy: 0.938, recall: 0.9601, relative_absolute_error: 0.1088, root_mean_prior_squared_error: 0.4784, root_mean_squared_error: 0.1836, root_relative_squared_error: 0.3839,