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Joaquin Vanschoren 11 years ago
ran flow weka.REPTree(1) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9347, f_measure: 0.788, kappa: 0.7295, kb_relative_information_score: 699440.7536, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.7856, predictive_accuracy: 0.7918, prior_entropy: 2.3035, recall: 0.7918, relative_absolute_error: 0.3606, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.6339, scimark_benchmark: 657.0034,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6996, f_measure: 0.3286, kappa: 0.2132, kb_relative_information_score: 235437.2197, mean_absolute_error: 0.1957, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.2601, predictive_accuracy: 0.4463, prior_entropy: 2.3035, recall: 0.4463, relative_absolute_error: 0.8855, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.3128, root_relative_squared_error: 0.941, scimark_benchmark: 936.6206, usercpu_time_millis: 3390, usercpu_time_millis_testing: 950, usercpu_time_millis_training: 2440,
Joaquin Vanschoren 10 years ago
ran flow weka.END_ND_J48(2) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.8235, kappa: 0.7762, kb_relative_information_score: 724314.6159, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.8254, predictive_accuracy: 0.8282, prior_entropy: 2.3035, recall: 0.8282, relative_absolute_error: 0.3611, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.1884, root_relative_squared_error: 0.5669, scimark_benchmark: 923.3111, usercpu_time_millis: 1054870, usercpu_time_millis_testing: 95660, usercpu_time_millis_training: 959210,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6996, f_measure: 0.3286, kappa: 0.2132, kb_relative_information_score: 235437.2197, mean_absolute_error: 0.1957, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.2601, predictive_accuracy: 0.4463, prior_entropy: 2.3035, recall: 0.4463, relative_absolute_error: 0.8855, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.3128, root_relative_squared_error: 0.941, scimark_benchmark: 938.4285, usercpu_time_millis: 3810, usercpu_time_millis_testing: 980, usercpu_time_millis_training: 2830,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8259, f_measure: 0.6889, kappa: 0.5992, kb_relative_information_score: 587012.4474, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.6931, predictive_accuracy: 0.6886, prior_entropy: 2.3035, recall: 0.6886, relative_absolute_error: 0.4814, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.2794, root_relative_squared_error: 0.8405, scimark_benchmark: 945.7621, usercpu_time_millis: 524100, usercpu_time_millis_testing: 175640, usercpu_time_millis_training: 348460,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8242, f_measure: 0.6886, kappa: 0.5988, kb_relative_information_score: 170815.6121, mean_absolute_error: 0.2131, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.6928, predictive_accuracy: 0.6882, prior_entropy: 2.3035, recall: 0.6882, relative_absolute_error: 0.9642, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.309, root_relative_squared_error: 0.9297, scimark_benchmark: 943.2817, usercpu_time_millis: 227660, usercpu_time_millis_testing: 69330, usercpu_time_millis_training: 158330,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8242, f_measure: 0.6886, kappa: 0.5988, kb_relative_information_score: 170815.6121, mean_absolute_error: 0.2131, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.6928, predictive_accuracy: 0.6882, prior_entropy: 2.3035, recall: 0.6882, relative_absolute_error: 0.9642, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.309, root_relative_squared_error: 0.9297, scimark_benchmark: 911.0478, usercpu_time_millis: 250450, usercpu_time_millis_testing: 77160, usercpu_time_millis_training: 173290,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_NaiveBayes(2) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8242, f_measure: 0.6886, kappa: 0.5988, kb_relative_information_score: 170815.6121, mean_absolute_error: 0.2131, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.6928, predictive_accuracy: 0.6882, prior_entropy: 2.3035, recall: 0.6882, relative_absolute_error: 0.9642, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.309, root_relative_squared_error: 0.9297, scimark_benchmark: 922.9039, usercpu_time_millis: 183210, usercpu_time_millis_testing: 55480, usercpu_time_millis_training: 127730,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6996, f_measure: 0.3286, kappa: 0.2132, kb_relative_information_score: 235437.2197, mean_absolute_error: 0.1957, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.2601, predictive_accuracy: 0.4463, prior_entropy: 2.3035, recall: 0.4463, relative_absolute_error: 0.8855, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.3128, root_relative_squared_error: 0.941, scimark_benchmark: 945.6434, usercpu_time_millis: 3660, usercpu_time_millis_testing: 800, usercpu_time_millis_training: 2860,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6996, f_measure: 0.3286, kappa: 0.2132, kb_relative_information_score: 235437.2197, mean_absolute_error: 0.1957, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.2601, predictive_accuracy: 0.4463, prior_entropy: 2.3035, recall: 0.4463, relative_absolute_error: 0.8855, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.3128, root_relative_squared_error: 0.941, scimark_benchmark: 876.8277, usercpu_time_millis: 3450, usercpu_time_millis_testing: 780, usercpu_time_millis_training: 2670,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(2) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9355, f_measure: 0.7368, kappa: 0.6631, kb_relative_information_score: 621462.7973, mean_absolute_error: 0.1076, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.7378, predictive_accuracy: 0.7423, prior_entropy: 2.3035, recall: 0.7423, relative_absolute_error: 0.4868, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.6813, scimark_benchmark: 931.2336, usercpu_time_millis: 471730, usercpu_time_millis_testing: 1540, usercpu_time_millis_training: 470190,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(2) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6996, f_measure: 0.3286, kappa: 0.2132, kb_relative_information_score: 235437.2197, mean_absolute_error: 0.1957, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.2601, predictive_accuracy: 0.4463, prior_entropy: 2.3035, recall: 0.4463, relative_absolute_error: 0.8855, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.3128, root_relative_squared_error: 0.941, scimark_benchmark: 933.8635, usercpu_time_millis: 4400, usercpu_time_millis_testing: 810, usercpu_time_millis_training: 3590,
Joaquin Vanschoren 10 years ago
ran flow weka.RacedIncrementalLogitBoost_DecisionStump(2) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.7268, kappa: 0.6482, kb_relative_information_score: 620984.0582, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.7251, predictive_accuracy: 0.7291, prior_entropy: 2.3035, recall: 0.7291, relative_absolute_error: 0.4698, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.2336, root_relative_squared_error: 0.7029, scimark_benchmark: 943.6956, usercpu_time_millis: 135300, usercpu_time_millis_testing: 20820, usercpu_time_millis_training: 114480,
Joaquin Vanschoren 10 years ago
ran flow weka.Vote_ZeroR(2) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.158, kb_relative_information_score: 0.4381, mean_absolute_error: 0.221, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.1045, predictive_accuracy: 0.3233, prior_entropy: 2.3035, recall: 0.3233, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.3324, root_relative_squared_error: 1, scimark_benchmark: 938.9865, usercpu_time_millis: 1150, usercpu_time_millis_testing: 840, usercpu_time_millis_training: 310,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(2) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.6644, kappa: 0.5726, kb_relative_information_score: 514644.0645, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.671, predictive_accuracy: 0.6767, prior_entropy: 2.3035, recall: 0.6767, relative_absolute_error: 0.6057, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.756, scimark_benchmark: 945.6434, usercpu_time_millis: 110860, usercpu_time_millis_testing: 1800, usercpu_time_millis_training: 109060,
Joaquin Vanschoren 10 years ago
ran flow weka.Grading_ZeroR(1) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.158, kb_relative_information_score: 142842.5467, mean_absolute_error: 0.1933, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.1045, predictive_accuracy: 0.3233, prior_entropy: 2.3035, recall: 0.3233, relative_absolute_error: 0.8749, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.4397, root_relative_squared_error: 1.3228, scimark_benchmark: 947.9494, usercpu_time_millis: 7900, usercpu_time_millis_testing: 1400, usercpu_time_millis_training: 6500,
Joaquin Vanschoren 10 years ago
ran flow weka.LogitBoost_DecisionStump(2) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9254, f_measure: 0.7114, kappa: 0.6319, kb_relative_information_score: 579646.0411, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.7151, predictive_accuracy: 0.7197, prior_entropy: 2.3035, recall: 0.7197, relative_absolute_error: 0.5366, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.2356, root_relative_squared_error: 0.7089, scimark_benchmark: 902.4773, usercpu_time_millis: 237670, usercpu_time_millis_testing: 1480, usercpu_time_millis_training: 236190,
Josep Pon Farreny 8 years ago
ran flow sklearn.tree.tree.DecisionTreeClassifier(3) on task Supervised Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8443, f_measure: 0.7546, kappa: 0.6829, kb_relative_information_score: 690892.2846, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.221, number_of_instances: 1000000, precision: 0.7541, predictive_accuracy: 0.7552, prior_entropy: 2.3035, recall: 0.7552, relative_absolute_error: 0.3194, root_mean_prior_squared_error: 0.3324, root_mean_squared_error: 0.2634, root_relative_squared_error: 0.7923,