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Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_J48(2) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8682, build_cpu_time: 1668.0001, build_memory: 503162326.4147, f_measure: 0.8046, kappa: 0.4513, kb_relative_information_score: 12350.7684, mean_absolute_error: 0.2282, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8016, predictive_accuracy: 0.8101, prior_entropy: 0.7951, recall: 0.8101, relative_absolute_error: 0.6256, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3513, root_relative_squared_error: 0.8226, scimark_benchmark: 943.6498,
Jan van Rijn 8 years ago
ran flow weka.AdaBoostM1_DecisionStump(14) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, f_measure: 0.8054, kappa: 0.4407, kb_relative_information_score: 11431.295, mean_absolute_error: 0.2421, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8057, predictive_accuracy: 0.8185, prior_entropy: 0.7951, recall: 0.8185, relative_absolute_error: 0.6637, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3537, root_relative_squared_error: 0.8281,
Jan van Rijn 8 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.8148, kappa: 0.5245, kb_relative_information_score: 14137.4151, mean_absolute_error: 0.2002, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8347, predictive_accuracy: 0.8062, prior_entropy: 0.7951, recall: 0.8062, relative_absolute_error: 0.5487, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4013, root_relative_squared_error: 0.9397,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.806, f_measure: 0.8093, kappa: 0.4621, kb_relative_information_score: 12462.1041, mean_absolute_error: 0.2313, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8065, predictive_accuracy: 0.8159, prior_entropy: 0.7951, recall: 0.8159, relative_absolute_error: 0.6341, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3712, root_relative_squared_error: 0.8692,
Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_J48(4) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8311, f_measure: 0.8145, kappa: 0.4735, kb_relative_information_score: 10111.859, mean_absolute_error: 0.253, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8125, predictive_accuracy: 0.8227, prior_entropy: 0.7951, recall: 0.8227, relative_absolute_error: 0.6936, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3562, root_relative_squared_error: 0.8341,
Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifi ... etEval_BestFirst_NaiveBayes(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.8053, kappa: 0.4802, kb_relative_information_score: 11150.5789, mean_absolute_error: 0.2292, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8118, predictive_accuracy: 0.8009, prior_entropy: 0.7951, recall: 0.8009, relative_absolute_error: 0.6283, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3801, root_relative_squared_error: 0.8899,
Jan van Rijn 8 years ago
ran flow weka.IB1(2) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6279, f_measure: 0.7384, kappa: 0.2676, kb_relative_information_score: 7821.3854, mean_absolute_error: 0.2554, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7336, predictive_accuracy: 0.7446, prior_entropy: 0.7951, recall: 0.7446, relative_absolute_error: 0.7, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.5053, root_relative_squared_error: 1.1832,
Jan van Rijn 8 years ago
ran flow weka.REPTree(15) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8658, f_measure: 0.8193, kappa: 0.4907, kb_relative_information_score: 12558.7411, mean_absolute_error: 0.2291, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8169, predictive_accuracy: 0.8253, prior_entropy: 0.7951, recall: 0.8253, relative_absolute_error: 0.628, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3461, root_relative_squared_error: 0.8104,
Jan van Rijn 8 years ago
ran flow weka.OneR(18) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.7394, kappa: 0.2326, kb_relative_information_score: 11498.5162, mean_absolute_error: 0.2232, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7468, predictive_accuracy: 0.7768, prior_entropy: 0.7951, recall: 0.7768, relative_absolute_error: 0.6117, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4724, root_relative_squared_error: 1.1061,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8397, f_measure: 0.8246, kappa: 0.5079, kb_relative_information_score: 11895.8341, mean_absolute_error: 0.2408, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8224, predictive_accuracy: 0.8294, prior_entropy: 0.7951, recall: 0.8294, relative_absolute_error: 0.66, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3479, root_relative_squared_error: 0.8147,
Jan van Rijn 8 years ago
ran flow weka.LADTree(7) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.8164, kappa: 0.4755, kb_relative_information_score: 12062.8035, mean_absolute_error: 0.235, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8156, predictive_accuracy: 0.8264, prior_entropy: 0.7951, recall: 0.8264, relative_absolute_error: 0.6443, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3425, root_relative_squared_error: 0.8019,
Jan van Rijn 8 years ago
ran flow weka.Bagging_J48(5) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8625, f_measure: 0.8035, kappa: 0.4488, kb_relative_information_score: 12235.3211, mean_absolute_error: 0.2282, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8005, predictive_accuracy: 0.8087, prior_entropy: 0.7951, recall: 0.8087, relative_absolute_error: 0.6254, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3557, root_relative_squared_error: 0.8328,
Jan van Rijn 8 years ago
ran flow weka.AdaBoostM1_OneR(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.8114, kappa: 0.4628, kb_relative_information_score: 12041.4714, mean_absolute_error: 0.2357, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8098, predictive_accuracy: 0.8209, prior_entropy: 0.7951, recall: 0.8209, relative_absolute_error: 0.6461, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3506, root_relative_squared_error: 0.8209,
Jan van Rijn 8 years ago
ran flow weka.Bagging_NaiveBayes(9) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.8149, kappa: 0.5245, kb_relative_information_score: 14161.9193, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8346, predictive_accuracy: 0.8063, prior_entropy: 0.7951, recall: 0.8063, relative_absolute_error: 0.5481, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4008, root_relative_squared_error: 0.9384,
Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifier_IBk(1) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8647, f_measure: 0.8147, kappa: 0.4754, kb_relative_information_score: 11020.4805, mean_absolute_error: 0.2398, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8125, predictive_accuracy: 0.8222, prior_entropy: 0.7951, recall: 0.8222, relative_absolute_error: 0.6573, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3483, root_relative_squared_error: 0.8156,
Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifier_NaiveBayes(1) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.8053, kappa: 0.4802, kb_relative_information_score: 11150.5789, mean_absolute_error: 0.2292, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8118, predictive_accuracy: 0.8009, prior_entropy: 0.7951, recall: 0.8009, relative_absolute_error: 0.6283, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3801, root_relative_squared_error: 0.8899,
Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifier_J48(1) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8311, f_measure: 0.8145, kappa: 0.4735, kb_relative_information_score: 10111.859, mean_absolute_error: 0.253, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8125, predictive_accuracy: 0.8227, prior_entropy: 0.7951, recall: 0.8227, relative_absolute_error: 0.6936, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3562, root_relative_squared_error: 0.8341,
Jan van Rijn 8 years ago
ran flow weka.AdaBoostM1_RandomTree(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7794, f_measure: 0.7674, kappa: 0.3556, kb_relative_information_score: 10534.821, mean_absolute_error: 0.2322, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7652, predictive_accuracy: 0.77, prior_entropy: 0.7951, recall: 0.77, relative_absolute_error: 0.6365, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4611, root_relative_squared_error: 1.0797,
Jan van Rijn 8 years ago
ran flow weka.Bagging_IBk(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8077, f_measure: 0.7677, kappa: 0.3537, kb_relative_information_score: 8739.0856, mean_absolute_error: 0.2493, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7647, predictive_accuracy: 0.7715, prior_entropy: 0.7951, recall: 0.7715, relative_absolute_error: 0.6835, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4025, root_relative_squared_error: 0.9425,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.847, f_measure: 0.8185, kappa: 0.489, kb_relative_information_score: 12529.3054, mean_absolute_error: 0.233, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8161, predictive_accuracy: 0.8243, prior_entropy: 0.7951, recall: 0.8243, relative_absolute_error: 0.6388, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3495, root_relative_squared_error: 0.8182,
Jan van Rijn 8 years ago
ran flow weka.SMO_NormalizedPolyKernel(1) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7339, f_measure: 0.8277, kappa: 0.5098, kb_relative_information_score: 18241.4664, mean_absolute_error: 0.1641, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8269, predictive_accuracy: 0.8359, prior_entropy: 0.7951, recall: 0.8359, relative_absolute_error: 0.4498, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4051, root_relative_squared_error: 0.9485,
Jan van Rijn 8 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8248, f_measure: 0.7812, kappa: 0.3821, kb_relative_information_score: 8900.1546, mean_absolute_error: 0.2574, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7771, predictive_accuracy: 0.7892, prior_entropy: 0.7951, recall: 0.7892, relative_absolute_error: 0.7056, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3815, root_relative_squared_error: 0.8933,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8435, f_measure: 0.8162, kappa: 0.482, kb_relative_information_score: 12594.7103, mean_absolute_error: 0.2317, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8137, predictive_accuracy: 0.8224, prior_entropy: 0.7951, recall: 0.8224, relative_absolute_error: 0.6352, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3532, root_relative_squared_error: 0.827,
Jan van Rijn 8 years ago
ran flow weka.Bagging_RandomTree(9) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8049, f_measure: 0.7783, kappa: 0.3856, kb_relative_information_score: 9385.1933, mean_absolute_error: 0.248, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7761, predictive_accuracy: 0.7809, prior_entropy: 0.7951, recall: 0.7809, relative_absolute_error: 0.6797, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3921, root_relative_squared_error: 0.9181,
Jan van Rijn 8 years ago
ran flow weka.Stacking_RandomTree(2) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.6564, kb_relative_information_score: -0.6807, mean_absolute_error: 0.3648, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.5776, predictive_accuracy: 0.76, prior_entropy: 0.7951, recall: 0.76, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4271, root_relative_squared_error: 1,
Jan van Rijn 8 years ago
ran flow weka.SPegasos(6) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7913, f_measure: 0.7355, kappa: 0.427, kb_relative_information_score: 4409.7738, mean_absolute_error: 0.2853, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8468, predictive_accuracy: 0.7147, prior_entropy: 0.7951, recall: 0.7147, relative_absolute_error: 0.7819, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.5341, root_relative_squared_error: 1.2505,
Jan van Rijn 8 years ago
ran flow weka.FURIA(2) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6966, f_measure: 0.7882, kappa: 0.3831, kb_relative_information_score: 15590.946, mean_absolute_error: 0.1881, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7938, predictive_accuracy: 0.8092, prior_entropy: 0.7951, recall: 0.8092, relative_absolute_error: 0.5155, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4232, root_relative_squared_error: 0.9908,
Jan van Rijn 8 years ago
ran flow weka.SMO_RBFKernel(4) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.734, f_measure: 0.8281, kappa: 0.5109, kb_relative_information_score: 18309.3899, mean_absolute_error: 0.1635, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8275, predictive_accuracy: 0.8365, prior_entropy: 0.7951, recall: 0.8365, relative_absolute_error: 0.4482, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4043, root_relative_squared_error: 0.9467,
Jan van Rijn 8 years ago
ran flow weka.DecisionTable(1) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, f_measure: 0.8155, kappa: 0.4786, kb_relative_information_score: 11044.6265, mean_absolute_error: 0.2427, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8131, predictive_accuracy: 0.8225, prior_entropy: 0.7951, recall: 0.8225, relative_absolute_error: 0.6652, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3458, root_relative_squared_error: 0.8096,
Jan van Rijn 8 years ago
ran flow weka.ConjunctiveRule(4) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.6564, kb_relative_information_score: -0.0565, mean_absolute_error: 0.3648, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.5776, predictive_accuracy: 0.76, prior_entropy: 0.7951, recall: 0.76, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4271, root_relative_squared_error: 1,
Jan van Rijn 8 years ago
ran flow weka.VotedPerceptron(5) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7431, f_measure: 0.8298, kappa: 0.5194, kb_relative_information_score: 18253.852, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8281, predictive_accuracy: 0.836, prior_entropy: 0.7951, recall: 0.836, relative_absolute_error: 0.4495, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4049, root_relative_squared_error: 0.9482,
Jan van Rijn 8 years ago
ran flow weka.RandomTree(11) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.655, f_measure: 0.7399, kappa: 0.2984, kb_relative_information_score: 7150.0419, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7444, predictive_accuracy: 0.7361, prior_entropy: 0.7951, recall: 0.7361, relative_absolute_error: 0.7144, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.5007, root_relative_squared_error: 1.1723,
Jan van Rijn 8 years ago
ran flow weka.DecisionStump(5) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7466, f_measure: 0.6564, kb_relative_information_score: 4351.9157, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.5776, predictive_accuracy: 0.76, prior_entropy: 0.7951, recall: 0.76, relative_absolute_error: 0.8141, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3854, root_relative_squared_error: 0.9023,
Jan van Rijn 8 years ago
ran flow weka.A1DE(28) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.88, f_measure: 0.8105, kappa: 0.52, kb_relative_information_score: 12705.2609, mean_absolute_error: 0.2131, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.836, predictive_accuracy: 0.8005, prior_entropy: 0.7951, recall: 0.8005, relative_absolute_error: 0.5842, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3933, root_relative_squared_error: 0.9209,
Jan van Rijn 8 years ago
ran flow weka.BayesNet(1) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.8107, kappa: 0.5142, kb_relative_information_score: 13386.5888, mean_absolute_error: 0.2072, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8309, predictive_accuracy: 0.8018, prior_entropy: 0.7951, recall: 0.8018, relative_absolute_error: 0.568, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4005, root_relative_squared_error: 0.9378,
Jan van Rijn 8 years ago
ran flow weka.RBFNetwork(9) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6643, f_measure: 0.6564, kb_relative_information_score: 91.2412, mean_absolute_error: 0.342, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.5776, predictive_accuracy: 0.76, prior_entropy: 0.7951, recall: 0.76, relative_absolute_error: 0.9375, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4136, root_relative_squared_error: 0.9685,
Jan van Rijn 8 years ago
ran flow weka.LibSVM(7) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7338, f_measure: 0.8281, kappa: 0.5105, kb_relative_information_score: 18303.215, mean_absolute_error: 0.1635, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8274, predictive_accuracy: 0.8365, prior_entropy: 0.7951, recall: 0.8365, relative_absolute_error: 0.4483, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4044, root_relative_squared_error: 0.9469,
Jan van Rijn 8 years ago
ran flow weka.HyperPipes(2) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.094, kappa: 0.0002, kb_relative_information_score: -25602.4001, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7452, predictive_accuracy: 0.2405, prior_entropy: 0.7951, recall: 0.2405, relative_absolute_error: 1.3706, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.5, root_relative_squared_error: 1.1707,
Jan van Rijn 8 years ago
ran flow weka.NaiveBayesUpdateable(10) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.8148, kappa: 0.5245, kb_relative_information_score: 14137.4151, mean_absolute_error: 0.2002, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8347, predictive_accuracy: 0.8062, prior_entropy: 0.7951, recall: 0.8062, relative_absolute_error: 0.5487, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4013, root_relative_squared_error: 0.9397,
Jan van Rijn 8 years ago
ran flow weka.Ridor(4) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6188, f_measure: 0.7654, kappa: 0.3073, kb_relative_information_score: 14656.9585, mean_absolute_error: 0.1955, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7993, predictive_accuracy: 0.8045, prior_entropy: 0.7951, recall: 0.8045, relative_absolute_error: 0.5359, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4421, root_relative_squared_error: 1.0352,
Jan van Rijn 8 years ago
ran flow weka.AdaBoostM1_IBk(5) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6945, f_measure: 0.7295, kappa: 0.2237, kb_relative_information_score: 9239.7216, mean_absolute_error: 0.2446, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7213, predictive_accuracy: 0.7468, prior_entropy: 0.7951, recall: 0.7468, relative_absolute_error: 0.6705, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4735, root_relative_squared_error: 1.1087,
Jan van Rijn 8 years ago
ran flow weka.Stacking_J48(2) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8466, f_measure: 0.8268, kappa: 0.5225, kb_relative_information_score: 17058.579, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8259, predictive_accuracy: 0.8278, prior_entropy: 0.7951, recall: 0.8278, relative_absolute_error: 0.482, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.401, root_relative_squared_error: 0.9388,
Jan van Rijn 8 years ago
ran flow weka.AdaBoostM1_NaiveBayes(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.8261, kappa: 0.5245, kb_relative_information_score: 13460.7466, mean_absolute_error: 0.2178, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8265, predictive_accuracy: 0.8257, prior_entropy: 0.7951, recall: 0.8257, relative_absolute_error: 0.597, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3596, root_relative_squared_error: 0.8419,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8472, f_measure: 0.8169, kappa: 0.4839, kb_relative_information_score: 12507.5681, mean_absolute_error: 0.2328, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8144, predictive_accuracy: 0.823, prior_entropy: 0.7951, recall: 0.823, relative_absolute_error: 0.6381, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3512, root_relative_squared_error: 0.8223,
Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifier_SMO_PolyKernel(1) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7074, f_measure: 0.8088, kappa: 0.4548, kb_relative_information_score: 16265.5103, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.807, predictive_accuracy: 0.8186, prior_entropy: 0.7951, recall: 0.8186, relative_absolute_error: 0.4972, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4259, root_relative_squared_error: 0.9972,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8472, f_measure: 0.822, kappa: 0.4983, kb_relative_information_score: 12541.1893, mean_absolute_error: 0.2333, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8197, predictive_accuracy: 0.8278, prior_entropy: 0.7951, recall: 0.8278, relative_absolute_error: 0.6395, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.8129,
Jan van Rijn 8 years ago
ran flow weka.Bagging_HyperPipes(1) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5064, f_measure: 0.118, kappa: 0.0062, kb_relative_information_score: -25601.8512, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7686, predictive_accuracy: 0.2516, prior_entropy: 0.7951, recall: 0.2516, relative_absolute_error: 1.3705, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.5, root_relative_squared_error: 1.1707,
Jan van Rijn 8 years ago
ran flow weka.MultiClassClassifierUpdateable_SGD(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7315, f_measure: 0.8271, kappa: 0.5072, kb_relative_information_score: 18238.3789, mean_absolute_error: 0.1641, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8267, predictive_accuracy: 0.8359, prior_entropy: 0.7951, recall: 0.8359, relative_absolute_error: 0.4499, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4051, root_relative_squared_error: 0.9485,
Jan van Rijn 8 years ago
ran flow weka.Bagging_DecisionStump(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7473, f_measure: 0.6564, kb_relative_information_score: 4377.6632, mean_absolute_error: 0.2967, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.5776, predictive_accuracy: 0.76, prior_entropy: 0.7951, recall: 0.76, relative_absolute_error: 0.8132, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3854, root_relative_squared_error: 0.9023,
Jan van Rijn 8 years ago
ran flow weka.Bagging_HoeffdingTree(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7414, f_measure: 0.6967, kappa: 0.1064, kb_relative_information_score: 1446.6996, mean_absolute_error: 0.3334, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7533, predictive_accuracy: 0.7714, prior_entropy: 0.7951, recall: 0.7714, relative_absolute_error: 0.9138, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.936,
Jan van Rijn 8 years ago
ran flow weka.MultiScheme_REPTree(1) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8663, f_measure: 0.8204, kappa: 0.4942, kb_relative_information_score: 12607.4146, mean_absolute_error: 0.2286, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.818, predictive_accuracy: 0.8261, prior_entropy: 0.7951, recall: 0.8261, relative_absolute_error: 0.6266, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.809,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8383, f_measure: 0.8251, kappa: 0.5117, kb_relative_information_score: 11722.3044, mean_absolute_error: 0.2425, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.823, predictive_accuracy: 0.8288, prior_entropy: 0.7951, recall: 0.8288, relative_absolute_error: 0.6647, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3491, root_relative_squared_error: 0.8175,
Jan van Rijn 8 years ago
ran flow weka.Bagging_LMT(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, f_measure: 0.7763, kappa: 0.3781, kb_relative_information_score: 9957.5902, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7736, predictive_accuracy: 0.7798, prior_entropy: 0.7951, recall: 0.7798, relative_absolute_error: 0.6579, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3885, root_relative_squared_error: 0.9097,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8481, f_measure: 0.8245, kappa: 0.5052, kb_relative_information_score: 12423.0423, mean_absolute_error: 0.2348, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8223, predictive_accuracy: 0.8303, prior_entropy: 0.7951, recall: 0.8303, relative_absolute_error: 0.6435, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3457, root_relative_squared_error: 0.8094,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8476, f_measure: 0.8215, kappa: 0.4965, kb_relative_information_score: 12478.5661, mean_absolute_error: 0.2339, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8193, predictive_accuracy: 0.8277, prior_entropy: 0.7951, recall: 0.8277, relative_absolute_error: 0.6412, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3468, root_relative_squared_error: 0.8121,
Jan van Rijn 8 years ago
ran flow weka.Bagging_RandomForest(9) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8491, f_measure: 0.7885, kappa: 0.404, kb_relative_information_score: 10332.3201, mean_absolute_error: 0.2437, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7848, predictive_accuracy: 0.7955, prior_entropy: 0.7951, recall: 0.7955, relative_absolute_error: 0.6681, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.8567,
Jan van Rijn 8 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6426, f_measure: 0.5863, kappa: 0.1984, kb_relative_information_score: -13823.4634, mean_absolute_error: 0.4479, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7593, predictive_accuracy: 0.5598, prior_entropy: 0.7951, recall: 0.5598, relative_absolute_error: 1.2276, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.6591, root_relative_squared_error: 1.5434,
Jan van Rijn 8 years ago
ran flow weka.Bagging_OneR(13) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.7394, kappa: 0.2326, kb_relative_information_score: 11498.5162, mean_absolute_error: 0.2232, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7468, predictive_accuracy: 0.7768, prior_entropy: 0.7951, recall: 0.7768, relative_absolute_error: 0.6117, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4724, root_relative_squared_error: 1.1061,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.846, f_measure: 0.8245, kappa: 0.5052, kb_relative_information_score: 12183.3384, mean_absolute_error: 0.2374, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8224, predictive_accuracy: 0.8306, prior_entropy: 0.7951, recall: 0.8306, relative_absolute_error: 0.6507, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3462, root_relative_squared_error: 0.8106,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8415, f_measure: 0.8241, kappa: 0.5044, kb_relative_information_score: 12025.4119, mean_absolute_error: 0.2393, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8219, predictive_accuracy: 0.8298, prior_entropy: 0.7951, recall: 0.8298, relative_absolute_error: 0.6559, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.8136,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.8246, kappa: 0.5051, kb_relative_information_score: 12339.1319, mean_absolute_error: 0.2359, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8225, predictive_accuracy: 0.8306, prior_entropy: 0.7951, recall: 0.8306, relative_absolute_error: 0.6465, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3458, root_relative_squared_error: 0.8098,
Jan van Rijn 8 years ago
ran flow weka.J48(33) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8382, f_measure: 0.8241, kappa: 0.5069, kb_relative_information_score: 11676.9804, mean_absolute_error: 0.2429, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8218, predictive_accuracy: 0.8287, prior_entropy: 0.7951, recall: 0.8287, relative_absolute_error: 0.6657, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3492, root_relative_squared_error: 0.8177,
Jan van Rijn 8 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8281, f_measure: 0.7831, kappa: 0.3893, kb_relative_information_score: 9304.9722, mean_absolute_error: 0.2525, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7792, predictive_accuracy: 0.79, prior_entropy: 0.7951, recall: 0.79, relative_absolute_error: 0.6922, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.381, root_relative_squared_error: 0.892,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.8172, kappa: 0.478, kb_relative_information_score: 5885.678, mean_absolute_error: 0.2975, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8165, predictive_accuracy: 0.8272, prior_entropy: 0.7951, recall: 0.8272, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3542, root_relative_squared_error: 0.8294, scimark_benchmark: 1360.0477, usercpu_time_millis: 159760, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 159710,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8411, f_measure: 0.8235, kappa: 0.5012, kb_relative_information_score: 12686.3471, mean_absolute_error: 0.2314, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8215, predictive_accuracy: 0.8301, prior_entropy: 0.7951, recall: 0.8301, relative_absolute_error: 0.6343, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3506, root_relative_squared_error: 0.8209, scimark_benchmark: 1353.0836, usercpu_time_millis: 14980, usercpu_time_millis_testing: 210, usercpu_time_millis_training: 14770,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8411, f_measure: 0.8235, kappa: 0.5012, kb_relative_information_score: 12686.3471, mean_absolute_error: 0.2314, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8215, predictive_accuracy: 0.8301, prior_entropy: 0.7951, recall: 0.8301, relative_absolute_error: 0.6343, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3506, root_relative_squared_error: 0.8209, scimark_benchmark: 901.8743, usercpu_time_millis: 18030, usercpu_time_millis_testing: 310, usercpu_time_millis_training: 17720,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ubsetEval_BestFirst_REPTree(4) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.849, f_measure: 0.8149, kappa: 0.4752, kb_relative_information_score: 10574.3618, mean_absolute_error: 0.2467, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8127, predictive_accuracy: 0.8227, prior_entropy: 0.7951, recall: 0.8227, relative_absolute_error: 0.6762, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3519, root_relative_squared_error: 0.824, scimark_benchmark: 1779.392, usercpu_time_millis: 17035.3092, usercpu_time_millis_testing: 31.2002, usercpu_time_millis_training: 17004.109,
Martijn Post 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.6564, kb_relative_information_score: -0.6807, mean_absolute_error: 0.3648, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.5776, predictive_accuracy: 0.76, prior_entropy: 0.7951, recall: 0.76, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4271, root_relative_squared_error: 1, scimark_benchmark: 1838.8826, usercpu_time_millis: 15.6001, usercpu_time_millis_testing: 15.6001,
Martijn Post 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.6564, kb_relative_information_score: -0.6807, mean_absolute_error: 0.3648, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.5776, predictive_accuracy: 0.76, prior_entropy: 0.7951, recall: 0.76, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4271, root_relative_squared_error: 1, scimark_benchmark: 1838.8826, usercpu_time_millis: 15.6001, usercpu_time_millis_testing: 15.6001,
Random Bot 9 years ago
ran flow classif.J48(26) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7401, f_measure: 0.8258, kappa: 0.5096, kb_relative_information_score: 17728.9528, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8237, predictive_accuracy: 0.8314, prior_entropy: 0.7951, recall: 0.8314, relative_absolute_error: 0.4621, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4106, root_relative_squared_error: 0.9614,
Martijn Post 9 years ago
ran flow weka.SGD(4) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7315, f_measure: 0.8271, kappa: 0.5072, kb_relative_information_score: 18238.3789, mean_absolute_error: 0.1641, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8267, predictive_accuracy: 0.8359, prior_entropy: 0.7951, recall: 0.8359, relative_absolute_error: 0.4499, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4051, root_relative_squared_error: 0.9485, scimark_benchmark: 1779.392, usercpu_time_millis: 9906.0635, usercpu_time_millis_testing: 78.0005, usercpu_time_millis_training: 9828.063,
Martijn Post 9 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.575, f_measure: 0.3647, kappa: 0.0769, kb_relative_information_score: -34319.6855, mean_absolute_error: 0.625, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7498, predictive_accuracy: 0.3856, prior_entropy: 0.7951, recall: 0.3856, relative_absolute_error: 1.7133, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.7818, root_relative_squared_error: 1.8306, scimark_benchmark: 1732.2066, usercpu_time_millis: 3962.4254, usercpu_time_millis_testing: 1092.007, usercpu_time_millis_training: 2870.4184,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8647, f_measure: 0.8147, kappa: 0.4754, kb_relative_information_score: 11020.4805, mean_absolute_error: 0.2398, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8125, predictive_accuracy: 0.8222, prior_entropy: 0.7951, recall: 0.8222, relative_absolute_error: 0.6573, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3483, root_relative_squared_error: 0.8156, scimark_benchmark: 1851.1033, usercpu_time_millis: 70278.4505, usercpu_time_millis_testing: 59311.5802, usercpu_time_millis_training: 10966.8703,
Martijn Post 9 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8303, f_measure: 0.7843, kappa: 0.3944, kb_relative_information_score: 9613.2337, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7806, predictive_accuracy: 0.7903, prior_entropy: 0.7951, recall: 0.7903, relative_absolute_error: 0.6814, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.8917, scimark_benchmark: 1850.8887, usercpu_time_millis: 76440.49, usercpu_time_millis_testing: 5584.8358, usercpu_time_millis_training: 70855.6542,
Martijn Post 9 years ago
ran flow weka.REPTree(15) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8658, f_measure: 0.8193, kappa: 0.4907, kb_relative_information_score: 12558.7409, mean_absolute_error: 0.2291, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8169, predictive_accuracy: 0.8253, prior_entropy: 0.7951, recall: 0.8253, relative_absolute_error: 0.628, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3461, root_relative_squared_error: 0.8104, scimark_benchmark: 1779.392, usercpu_time_millis: 8392.8538, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 8377.2537,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_SGD(1) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7135, f_measure: 0.8115, kappa: 0.4643, kb_relative_information_score: 16453.8436, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8095, predictive_accuracy: 0.8203, prior_entropy: 0.7951, recall: 0.8203, relative_absolute_error: 0.4927, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.424, root_relative_squared_error: 0.9927, scimark_benchmark: 1779.392, usercpu_time_millis: 16005.7026, usercpu_time_millis_testing: 46.8003, usercpu_time_millis_training: 15958.9023,
Random Bot 9 years ago
ran flow classif.IBk(10) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7227, f_measure: 0.8195, kappa: 0.4863, kb_relative_information_score: 17376.9856, mean_absolute_error: 0.1717, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8183, predictive_accuracy: 0.8283, prior_entropy: 0.7951, recall: 0.8283, relative_absolute_error: 0.4705, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4143, root_relative_squared_error: 0.9701,
Random Bot 9 years ago
ran flow classif.IBk(10) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7264, f_measure: 0.8194, kappa: 0.4882, kb_relative_information_score: 17207.1769, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8174, predictive_accuracy: 0.8269, prior_entropy: 0.7951, recall: 0.8269, relative_absolute_error: 0.4746, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4161, root_relative_squared_error: 0.9743,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... val_BestFirst_HoeffdingTree(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8047, f_measure: 0.7771, kappa: 0.419, kb_relative_information_score: 6001.3091, mean_absolute_error: 0.2754, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7922, predictive_accuracy: 0.7685, prior_entropy: 0.7951, recall: 0.7685, relative_absolute_error: 0.7549, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4206, root_relative_squared_error: 0.9848, scimark_benchmark: 1732.2066, usercpu_time_millis: 15568.8998, usercpu_time_millis_testing: 62.4004, usercpu_time_millis_training: 15506.4994,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8411, f_measure: 0.8235, kappa: 0.5012, kb_relative_information_score: 12686.3471, mean_absolute_error: 0.2314, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8215, predictive_accuracy: 0.8301, prior_entropy: 0.7951, recall: 0.8301, relative_absolute_error: 0.6343, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3506, root_relative_squared_error: 0.8209, scimark_benchmark: 819.5729, usercpu_time_millis: 20310, usercpu_time_millis_testing: 410, usercpu_time_millis_training: 19900,
Joaquin Vanschoren 9 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.8172, kappa: 0.478, kb_relative_information_score: 5885.678, mean_absolute_error: 0.2975, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8165, predictive_accuracy: 0.8272, prior_entropy: 0.7951, recall: 0.8272, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3542, root_relative_squared_error: 0.8294, scimark_benchmark: 972.587, usercpu_time_millis: 210000, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 209940,
Joaquin Vanschoren 9 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.8164, kappa: 0.4755, kb_relative_information_score: 12062.8035, mean_absolute_error: 0.235, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8156, predictive_accuracy: 0.8264, prior_entropy: 0.7951, recall: 0.8264, relative_absolute_error: 0.6443, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3425, root_relative_squared_error: 0.8019, scimark_benchmark: 851.2074, usercpu_time_millis: 295370, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 295320,
Martijn Post 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8676, f_measure: 0.815, kappa: 0.4804, kb_relative_information_score: 11774.4305, mean_absolute_error: 0.2325, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8124, predictive_accuracy: 0.8203, prior_entropy: 0.7951, recall: 0.8203, relative_absolute_error: 0.6373, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.8111, scimark_benchmark: 1873.1108, usercpu_time_millis: 197421.875, usercpu_time_millis_testing: 197406.25, usercpu_time_millis_training: 15.625,
Martijn Post 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8753, f_measure: 0.8183, kappa: 0.4865, kb_relative_information_score: 11628.6636, mean_absolute_error: 0.2359, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8161, predictive_accuracy: 0.8251, prior_entropy: 0.7951, recall: 0.8251, relative_absolute_error: 0.6466, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3421, root_relative_squared_error: 0.8011, scimark_benchmark: 1873.1108, usercpu_time_millis: 182656.25, usercpu_time_millis_testing: 182640.625, usercpu_time_millis_training: 15.625,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8663, f_measure: 0.8151, kappa: 0.4762, kb_relative_information_score: 11025.5336, mean_absolute_error: 0.2399, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8128, predictive_accuracy: 0.8226, prior_entropy: 0.7951, recall: 0.8226, relative_absolute_error: 0.6575, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3475, root_relative_squared_error: 0.8137, scimark_benchmark: 1873.1108, usercpu_time_millis: 74796.875, usercpu_time_millis_testing: 59093.75, usercpu_time_millis_training: 15703.125,
Random Bot 9 years ago
ran flow classif.gbm(7) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6564, kb_relative_information_score: 9575.0465, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.5776, predictive_accuracy: 0.76, prior_entropy: 0.7951, recall: 0.76, relative_absolute_error: 0.6579, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4899, root_relative_squared_error: 1.1471,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.867, f_measure: 0.8152, kappa: 0.4766, kb_relative_information_score: 11018.7646, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.813, predictive_accuracy: 0.8228, prior_entropy: 0.7951, recall: 0.8228, relative_absolute_error: 0.6579, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.8131, scimark_benchmark: 1840.6094, usercpu_time_millis: 86109.375, usercpu_time_millis_testing: 69968.75, usercpu_time_millis_training: 16140.625,
Jan van Rijn 9 years ago
ran flow weka.SMO_PolyKernel(11) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7429, f_measure: 0.8305, kappa: 0.5207, kb_relative_information_score: 18352.6139, mean_absolute_error: 0.1631, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8289, predictive_accuracy: 0.8369, prior_entropy: 0.7951, recall: 0.8369, relative_absolute_error: 0.4471, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4039, root_relative_squared_error: 0.9456, scimark_benchmark: 1316.7038, usercpu_time_millis: 1405160, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 1405050,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... al_BestFirst_SMO_PolyKernel(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7074, f_measure: 0.8088, kappa: 0.4548, kb_relative_information_score: 16265.5103, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.807, predictive_accuracy: 0.8186, prior_entropy: 0.7951, recall: 0.8186, relative_absolute_error: 0.4972, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4259, root_relative_squared_error: 0.9972, scimark_benchmark: 1788.6668, usercpu_time_millis: 195531.25, usercpu_time_millis_testing: 46.875, usercpu_time_millis_training: 195484.375,
Jan van Rijn 9 years ago
ran flow weka.Logistic(6) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8913, f_measure: 0.8307, kappa: 0.5226, kb_relative_information_score: 13769.6329, mean_absolute_error: 0.2185, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8288, predictive_accuracy: 0.8364, prior_entropy: 0.7951, recall: 0.8364, relative_absolute_error: 0.5989, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3325, root_relative_squared_error: 0.7785, scimark_benchmark: 1119.189, usercpu_time_millis: 8210, usercpu_time_millis_testing: 260, usercpu_time_millis_training: 7950,
Jan van Rijn 9 years ago
ran flow weka.JRip(5) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7373, f_measure: 0.8158, kappa: 0.479, kb_relative_information_score: 9961.9156, mean_absolute_error: 0.2699, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8135, predictive_accuracy: 0.8229, prior_entropy: 0.7951, recall: 0.8229, relative_absolute_error: 0.7399, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3697, root_relative_squared_error: 0.8657, scimark_benchmark: 1156.4085, usercpu_time_millis: 574520, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 574450,
Joaquin Vanschoren 10 years ago
ran flow weka.RotationForest_PrincipalComponents_J48(14) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8717, f_measure: 0.8166, kappa: 0.4829, kb_relative_information_score: 12773.3849, mean_absolute_error: 0.23, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8142, predictive_accuracy: 0.8229, prior_entropy: 0.7951, recall: 0.8229, relative_absolute_error: 0.6305, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.344, root_relative_squared_error: 0.8054, scimark_benchmark: 943.6618, usercpu_time_millis: 8552080, usercpu_time_millis_testing: 1029810, usercpu_time_millis_training: 7522270,
Joaquin Vanschoren 10 years ago
ran flow weka.END_ND_J48(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8285, f_measure: 0.8128, kappa: 0.4716, kb_relative_information_score: 12613.5864, mean_absolute_error: 0.2307, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8101, predictive_accuracy: 0.8193, prior_entropy: 0.7951, recall: 0.8193, relative_absolute_error: 0.6325, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3609, root_relative_squared_error: 0.845, scimark_benchmark: 941.9549, usercpu_time_millis: 56310, usercpu_time_millis_testing: 530, usercpu_time_millis_training: 55780,
Jakob Richter 10 years ago
ran flow classif.sda.tuned(4) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7494, f_measure: 0.8285, kappa: 0.5205, kb_relative_information_score: 17837.0129, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8264, predictive_accuracy: 0.8324, prior_entropy: 0.7951, recall: 0.8324, relative_absolute_error: 0.4595, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4094, root_relative_squared_error: 0.9587,
Joaquin Vanschoren 10 years ago
ran flow weka.Grading_ZeroR(2) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6564, kb_relative_information_score: 9575.0465, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.5776, predictive_accuracy: 0.76, prior_entropy: 0.7951, recall: 0.76, relative_absolute_error: 0.6579, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4899, root_relative_squared_error: 1.1471, scimark_benchmark: 938.3115, usercpu_time_millis: 530, usercpu_time_millis_testing: 210, usercpu_time_millis_training: 320,
Joaquin Vanschoren 10 years ago
ran flow weka.MultiBoostAB_DecisionStump(3) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8098, f_measure: 0.7857, kappa: 0.3757, kb_relative_information_score: 13759.2375, mean_absolute_error: 0.2086, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.7914, predictive_accuracy: 0.8073, prior_entropy: 0.7951, recall: 0.8073, relative_absolute_error: 0.5717, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4166, root_relative_squared_error: 0.9754, scimark_benchmark: 935.6052, usercpu_time_millis: 32800, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 32740,
Joaquin Vanschoren 10 years ago
ran flow weka.RotationForest_PrincipalComponents_J48(14) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.871, f_measure: 0.8172, kappa: 0.4843, kb_relative_information_score: 12786.0857, mean_absolute_error: 0.2298, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8147, predictive_accuracy: 0.8235, prior_entropy: 0.7951, recall: 0.8235, relative_absolute_error: 0.6298, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3443, root_relative_squared_error: 0.8062, scimark_benchmark: 922.613, usercpu_time_millis: 2234320, usercpu_time_millis_testing: 279870, usercpu_time_millis_training: 1954450,
Joaquin Vanschoren 10 years ago
ran flow weka.RotationForest_PrincipalComponents_J48(14) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8715, f_measure: 0.817, kappa: 0.4838, kb_relative_information_score: 12764.4915, mean_absolute_error: 0.2301, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8145, predictive_accuracy: 0.8233, prior_entropy: 0.7951, recall: 0.8233, relative_absolute_error: 0.6306, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3443, root_relative_squared_error: 0.8061, scimark_benchmark: 932.438, usercpu_time_millis: 4920180, usercpu_time_millis_testing: 543890, usercpu_time_millis_training: 4376290,
Jakob Richter 10 years ago
ran flow classif.sda.tuned(5) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7473, f_measure: 0.8278, kappa: 0.5178, kb_relative_information_score: 17790.7014, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8256, predictive_accuracy: 0.832, prior_entropy: 0.7951, recall: 0.832, relative_absolute_error: 0.4606, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.4099, root_relative_squared_error: 0.9598,
Joaquin Vanschoren 10 years ago
ran flow weka.RealAdaBoost_DecisionStump(2) on task Supervised Classification on data set webdata_wXa
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8737, f_measure: 0.817, kappa: 0.4769, kb_relative_information_score: 12605.0018, mean_absolute_error: 0.2281, mean_prior_absolute_error: 0.3648, number_of_instances: 36974, precision: 0.8166, predictive_accuracy: 0.8273, prior_entropy: 0.7951, recall: 0.8273, relative_absolute_error: 0.6252, root_mean_prior_squared_error: 0.4271, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.8064, scimark_benchmark: 941.9549, usercpu_time_millis: 34200, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 34120,