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Joaquin Vanschoren 10 years ago
ran flow weka.RandomTree(1) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.6954, kappa: 0.5982, kb_relative_information_score: 604949.5649, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.6922, predictive_accuracy: 0.7003, prior_entropy: 2.3116, recall: 0.7003, relative_absolute_error: 0.4364, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.2926, root_relative_squared_error: 0.8261, scimark_benchmark: 910.3329,
Joaquin Vanschoren 9 years ago
ran flow weka.LogitBoost_DecisionStump(2) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.7676, kappa: 0.6956, kb_relative_information_score: 658609.8452, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.765, predictive_accuracy: 0.7757, prior_entropy: 2.3116, recall: 0.7757, relative_absolute_error: 0.4315, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.6439, scimark_benchmark: 933.1776, usercpu_time_millis: 179450, usercpu_time_millis_testing: 1360, usercpu_time_millis_training: 178090,
Joaquin Vanschoren 9 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6438, f_measure: 0.4051, kappa: 0.2769, kb_relative_information_score: 205199.9058, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.3284, predictive_accuracy: 0.5485, prior_entropy: 2.3116, recall: 0.5485, relative_absolute_error: 0.8478, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9207, scimark_benchmark: 939.7623, usercpu_time_millis: 3580, usercpu_time_millis_testing: 700, usercpu_time_millis_training: 2880,
Joaquin Vanschoren 9 years ago
ran flow weka.END_ND_J48(2) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.7726, kappa: 0.7026, kb_relative_information_score: 646972.0917, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.77, predictive_accuracy: 0.7798, prior_entropy: 2.3116, recall: 0.7798, relative_absolute_error: 0.4496, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.6468, scimark_benchmark: 934.5243, usercpu_time_millis: 443360, usercpu_time_millis_testing: 62210, usercpu_time_millis_training: 381150,
Joaquin Vanschoren 9 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6438, f_measure: 0.4051, kappa: 0.2769, kb_relative_information_score: 205199.9058, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.3284, predictive_accuracy: 0.5485, prior_entropy: 2.3116, recall: 0.5485, relative_absolute_error: 0.8478, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9207, scimark_benchmark: 942.1229, usercpu_time_millis: 3910, usercpu_time_millis_testing: 710, usercpu_time_millis_training: 3200,
Joaquin Vanschoren 9 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.7582, kappa: 0.6841, kb_relative_information_score: 301157.6869, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.7545, predictive_accuracy: 0.7655, prior_entropy: 2.3116, recall: 0.7655, relative_absolute_error: 0.8617, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.3007, root_relative_squared_error: 0.8489, scimark_benchmark: 926.6717, usercpu_time_millis: 60840, usercpu_time_millis_testing: 17890, usercpu_time_millis_training: 42950,
Joaquin Vanschoren 9 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.7582, kappa: 0.6841, kb_relative_information_score: 301157.6869, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.7545, predictive_accuracy: 0.7655, prior_entropy: 2.3116, recall: 0.7655, relative_absolute_error: 0.8617, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.3007, root_relative_squared_error: 0.8489, scimark_benchmark: 939.7623, usercpu_time_millis: 64880, usercpu_time_millis_testing: 18970, usercpu_time_millis_training: 45910,
Joaquin Vanschoren 9 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.7582, kappa: 0.6841, kb_relative_information_score: 301157.6869, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.7545, predictive_accuracy: 0.7655, prior_entropy: 2.3116, recall: 0.7655, relative_absolute_error: 0.8617, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.3007, root_relative_squared_error: 0.8489, scimark_benchmark: 943.2817, usercpu_time_millis: 59130, usercpu_time_millis_testing: 17090, usercpu_time_millis_training: 42040,
Joaquin Vanschoren 9 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6438, f_measure: 0.4051, kappa: 0.2769, kb_relative_information_score: 205199.9058, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.3284, predictive_accuracy: 0.5485, prior_entropy: 2.3116, recall: 0.5485, relative_absolute_error: 0.8478, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9207, scimark_benchmark: 942.6953, usercpu_time_millis: 3400, usercpu_time_millis_testing: 680, usercpu_time_millis_training: 2720,
Joaquin Vanschoren 9 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6438, f_measure: 0.4051, kappa: 0.2769, kb_relative_information_score: 205199.9058, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.3284, predictive_accuracy: 0.5485, prior_entropy: 2.3116, recall: 0.5485, relative_absolute_error: 0.8478, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9207, scimark_benchmark: 936.6206, usercpu_time_millis: 4140, usercpu_time_millis_testing: 720, usercpu_time_millis_training: 3420,
Joaquin Vanschoren 9 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6438, f_measure: 0.4051, kappa: 0.2769, kb_relative_information_score: 205199.9058, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.3284, predictive_accuracy: 0.5485, prior_entropy: 2.3116, recall: 0.5485, relative_absolute_error: 0.8478, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.9207, scimark_benchmark: 938.4278, usercpu_time_millis: 3730, usercpu_time_millis_testing: 700, usercpu_time_millis_training: 3030,
Joaquin Vanschoren 9 years ago
ran flow weka.RacedIncrementalLogitBoost_DecisionStump(2) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.7451, kappa: 0.6654, kb_relative_information_score: 650861.9183, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.7413, predictive_accuracy: 0.7515, prior_entropy: 2.3116, recall: 0.7515, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.2408, root_relative_squared_error: 0.6798, scimark_benchmark: 943.6956, usercpu_time_millis: 96210, usercpu_time_millis_testing: 17040, usercpu_time_millis_training: 79170,
Joaquin Vanschoren 9 years ago
ran flow weka.Vote_ZeroR(2) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2512, kb_relative_information_score: 0.1388, mean_absolute_error: 0.2509, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.1787, predictive_accuracy: 0.4227, prior_entropy: 2.3116, recall: 0.4227, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.3542, root_relative_squared_error: 1, scimark_benchmark: 940.2922, usercpu_time_millis: 1270, usercpu_time_millis_testing: 1060, usercpu_time_millis_training: 210,
Joaquin Vanschoren 9 years ago
ran flow weka.LogitBoost_DecisionStump(2) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.7363, kappa: 0.6571, kb_relative_information_score: 604066.232, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.7336, predictive_accuracy: 0.7496, prior_entropy: 2.3116, recall: 0.7496, relative_absolute_error: 0.4957, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.2404, root_relative_squared_error: 0.6788, scimark_benchmark: 923.9763, usercpu_time_millis: 50320, usercpu_time_millis_testing: 1710, usercpu_time_millis_training: 48610,
Joaquin Vanschoren 9 years ago
ran flow weka.Grading_ZeroR(1) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2512, kb_relative_information_score: 181508.959, mean_absolute_error: 0.1924, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.1787, predictive_accuracy: 0.4227, prior_entropy: 2.3116, recall: 0.4227, relative_absolute_error: 0.7669, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.4387, root_relative_squared_error: 1.2385, scimark_benchmark: 929.0255, usercpu_time_millis: 7900, usercpu_time_millis_testing: 1240, usercpu_time_millis_training: 6660,
Joaquin Vanschoren 9 years ago
ran flow weka.LogitBoost_DecisionStump(2) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.7546, kappa: 0.6798, kb_relative_information_score: 635684.2033, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.7517, predictive_accuracy: 0.7648, prior_entropy: 2.3116, recall: 0.7648, relative_absolute_error: 0.4574, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.2338, root_relative_squared_error: 0.66, scimark_benchmark: 945.6434, usercpu_time_millis: 92190, usercpu_time_millis_testing: 1500, usercpu_time_millis_training: 90690,
Joaquin Vanschoren 9 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.7583, kappa: 0.6842, kb_relative_information_score: 671234.2105, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.2509, number_of_instances: 1000000, precision: 0.7546, predictive_accuracy: 0.7655, prior_entropy: 2.3116, recall: 0.7655, relative_absolute_error: 0.3405, root_mean_prior_squared_error: 0.3542, root_mean_squared_error: 0.2735, root_relative_squared_error: 0.7721, scimark_benchmark: 923.7642, usercpu_time_millis: 96700, usercpu_time_millis_testing: 32930, usercpu_time_millis_training: 63770,