OpenML

William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.8944, kappa: 0.8566, kb_relative_information_score: 10163.5139, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9081, predictive_accuracy: 0.9032, prior_entropy: 1.7148, recall: 0.9032, relative_absolute_error: 0.2799, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.4782,

William Raynaut 7 years ago
ran flow weka.kf.Standardize-J48(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9715, kappa: 0.9587, kb_relative_information_score: 12344.3407, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9713, predictive_accuracy: 0.9718, prior_entropy: 1.7148, recall: 0.9718, relative_absolute_error: 0.0547, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.2546,

William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-SMO(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9308, kappa: 0.8989, kb_relative_information_score: 11438.9068, mean_absolute_error: 0.0471, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9308, predictive_accuracy: 0.9311, prior_entropy: 1.7148, recall: 0.9311, relative_absolute_error: 0.1382, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.418,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.8944, kappa: 0.8566, kb_relative_information_score: 10163.5139, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9081, predictive_accuracy: 0.9032, prior_entropy: 1.7148, recall: 0.9032, relative_absolute_error: 0.2799, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.4782,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.9307, kappa: 0.8987, kb_relative_information_score: 5094.7175, mean_absolute_error: 0.2557, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9307, predictive_accuracy: 0.931, prior_entropy: 1.7148, recall: 0.931, relative_absolute_error: 0.7495, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.3206, root_relative_squared_error: 0.7761,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.822, kappa: 0.7508, kb_relative_information_score: 9193.0986, mean_absolute_error: 0.1177, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.8127, predictive_accuracy: 0.8318, prior_entropy: 1.7148, recall: 0.8318, relative_absolute_error: 0.3451, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.5877,

Random Bot 9 years ago
ran flow classif.svm(9) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6127, f_measure: 0.4794, kappa: 0.223, kb_relative_information_score: 3651.3753, mean_absolute_error: 0.2634, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.5083, predictive_accuracy: 0.4733, prior_entropy: 1.7148, recall: 0.4733, relative_absolute_error: 0.7718, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.5132, root_relative_squared_error: 1.2424,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9828, kappa: 0.977, kb_relative_information_score: 10145.1811, mean_absolute_error: 0.1076, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9849, predictive_accuracy: 0.9844, prior_entropy: 1.7148, recall: 0.9844, relative_absolute_error: 0.3153, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.164, root_relative_squared_error: 0.397,

Random Bot 9 years ago
ran flow classif.gbm(7) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8959, f_measure: 0.8489, kappa: 0.7909, kb_relative_information_score: 10011.2476, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.8396, predictive_accuracy: 0.8589, prior_entropy: 1.7148, recall: 0.8589, relative_absolute_error: 0.2067, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.2656, root_relative_squared_error: 0.643,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8573, f_measure: 0.7024, kappa: 0.5702, kb_relative_information_score: 7243.2847, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.6954, predictive_accuracy: 0.7098, prior_entropy: 1.7148, recall: 0.7098, relative_absolute_error: 0.5073, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.2942, root_relative_squared_error: 0.7123,

Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(6) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.9629, kappa: 0.946, kb_relative_information_score: 12196.1841, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9631, predictive_accuracy: 0.9632, prior_entropy: 1.7148, recall: 0.9632, relative_absolute_error: 0.0539, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1357, root_relative_squared_error: 0.3285, usercpu_time_millis: 133.628, usercpu_time_millis_testing: 0.422, usercpu_time_millis_training: 133.206,

Rafael Gomes Mantovani 9 years ago
ran flow classif.ctree(6) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9812, kappa: 0.9725, kb_relative_information_score: 12612.4822, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9813, predictive_accuracy: 0.9812, prior_entropy: 1.7148, recall: 0.9812, relative_absolute_error: 0.0275, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.2344, usercpu_time_millis: 13.28, usercpu_time_millis_testing: 0.208, usercpu_time_millis_training: 13.072,

Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(9) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9675, kappa: 0.9527, kb_relative_information_score: 12221.2029, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9678, predictive_accuracy: 0.9677, prior_entropy: 1.7148, recall: 0.9677, relative_absolute_error: 0.0473, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.127, root_relative_squared_error: 0.3075, usercpu_time_millis: 169.77, usercpu_time_millis_testing: 0.762, usercpu_time_millis_training: 169.008,

Rafael Gomes Mantovani 9 years ago
ran flow classif.ksvm(6) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9931, kappa: 0.9899, kb_relative_information_score: 12802.4633, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9932, predictive_accuracy: 0.9931, prior_entropy: 1.7148, recall: 0.9931, relative_absolute_error: 0.0101, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.0586, root_relative_squared_error: 0.1419, usercpu_time_millis: 47.851, usercpu_time_millis_testing: 6.381, usercpu_time_millis_training: 41.47,

Rafael Gomes Mantovani 9 years ago
ran flow classif.OneR(6) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7864, f_measure: 0.7024, kappa: 0.5702, kb_relative_information_score: 7536.7655, mean_absolute_error: 0.1451, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.6954, predictive_accuracy: 0.7098, prior_entropy: 1.7148, recall: 0.7098, relative_absolute_error: 0.4252, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.3809, root_relative_squared_error: 0.9222, usercpu_time_millis: 1.78, usercpu_time_millis_testing: 0.701, usercpu_time_millis_training: 1.079,

Rafael Gomes Mantovani 9 years ago
ran flow classif.PART(6) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9906, kappa: 0.9862, kb_relative_information_score: 12788.2876, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9906, predictive_accuracy: 0.9906, prior_entropy: 1.7148, recall: 0.9906, relative_absolute_error: 0.0138, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.1661, usercpu_time_millis: 4.706, usercpu_time_millis_testing: 0.873, usercpu_time_millis_training: 3.833,

Rafael Gomes Mantovani 9 years ago
ran flow classif.IBk(7) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9828, kappa: 0.977, kb_relative_information_score: 12422.5517, mean_absolute_error: 0.0078, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9849, predictive_accuracy: 0.9844, prior_entropy: 1.7148, recall: 0.9844, relative_absolute_error: 0.0228, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.2137, usercpu_time_millis: 100.153, usercpu_time_millis_testing: 13.576, usercpu_time_millis_training: 86.577,

Rafael Gomes Mantovani 9 years ago
ran flow classif.naiveBayes(6) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9285, f_measure: 0.8946, kappa: 0.8568, kb_relative_information_score: 10785.9326, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9082, predictive_accuracy: 0.9033, prior_entropy: 1.7148, recall: 0.9033, relative_absolute_error: 0.1417, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.5323, usercpu_time_millis: 4.706, usercpu_time_millis_testing: 4.187, usercpu_time_millis_training: 0.519,

Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForestSRC(7) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9992, kappa: 0.9988, kb_relative_information_score: 12941.9981, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 1.7148, recall: 0.9992, relative_absolute_error: 0.0012, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.0206, root_relative_squared_error: 0.0499, usercpu_time_millis: 479.512, usercpu_time_millis_testing: 103.179, usercpu_time_millis_training: 376.333,

Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(6) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 12956.0706, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 1, predictive_accuracy: 1, prior_entropy: 1.7148, recall: 1, root_mean_prior_squared_error: 0.413, usercpu_time_millis: 328.929, usercpu_time_millis_testing: 9.427, usercpu_time_millis_training: 319.502,

Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(21) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9715, kappa: 0.9587, kb_relative_information_score: 12315.4618, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9713, predictive_accuracy: 0.9718, prior_entropy: 1.7148, recall: 0.9718, relative_absolute_error: 0.0413, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1187, root_relative_squared_error: 0.2873, usercpu_time_millis: 2.357, usercpu_time_millis_testing: 0.724, usercpu_time_millis_training: 1.633,

Rafael Gomes Mantovani 9 years ago
ran flow classif.multinom(6) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.9251, kappa: 0.8903, kb_relative_information_score: 11561.9711, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9251, predictive_accuracy: 0.9252, prior_entropy: 1.7148, recall: 0.9252, relative_absolute_error: 0.1096, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.4681, usercpu_time_millis: 22.47, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 22.176,

Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForest(43) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9783, kappa: 0.9696, kb_relative_information_score: 12380.4744, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9797, predictive_accuracy: 0.9793, prior_entropy: 1.7148, recall: 0.9793, relative_absolute_error: 0.0303, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1017, root_relative_squared_error: 0.2462, usercpu_time_millis: 46.57, usercpu_time_millis_testing: 0.896, usercpu_time_millis_training: 45.674,

Rafael Gomes Mantovani 9 years ago
ran flow classif.ranger(5) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9789, kappa: 0.9701, kb_relative_information_score: 12414.4999, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.98, predictive_accuracy: 0.9797, prior_entropy: 1.7148, recall: 0.9797, relative_absolute_error: 0.0297, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1007, root_relative_squared_error: 0.2439, usercpu_time_millis: 30.688, usercpu_time_millis_testing: 1.974, usercpu_time_millis_training: 28.714,

Rafael Gomes Mantovani 9 years ago
ran flow classif.rpart(39) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9066, f_measure: 0.8617, kappa: 0.8117, kb_relative_information_score: 10248.945, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.8532, predictive_accuracy: 0.8728, prior_entropy: 1.7148, recall: 0.8728, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.2522, root_relative_squared_error: 0.6105, usercpu_time_millis: 0.659, usercpu_time_millis_testing: 0.198, usercpu_time_millis_training: 0.461,

Rafael Gomes Mantovani 9 years ago
ran flow classif.gbm(5) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.5511, kappa: 0.496, kb_relative_information_score: 6700.5623, mean_absolute_error: 0.1687, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.496, predictive_accuracy: 0.6626, prior_entropy: 1.7148, recall: 0.6626, relative_absolute_error: 0.4944, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.4107, root_relative_squared_error: 0.9944, usercpu_time_millis: 18.829, usercpu_time_millis_testing: 0.233, usercpu_time_millis_training: 18.596,

Rafael Gomes Mantovani 9 years ago
ran flow classif.glmnet(3) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, f_measure: 0.9027, kappa: 0.8721, kb_relative_information_score: 10921.887, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.8925, predictive_accuracy: 0.9137, prior_entropy: 1.7148, recall: 0.9137, relative_absolute_error: 0.1264, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.2077, root_relative_squared_error: 0.5028, usercpu_time_millis: 46.322, usercpu_time_millis_testing: 1.077, usercpu_time_millis_training: 45.245,

Rafael Gomes Mantovani 9 years ago
ran flow classif.kknn(4) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8039, f_measure: 0.7294, kappa: 0.6033, kb_relative_information_score: 8068.278, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.7292, predictive_accuracy: 0.7296, prior_entropy: 1.7148, recall: 0.7296, relative_absolute_error: 0.3962, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.3677, root_relative_squared_error: 0.8902, usercpu_time_millis: 9.143, usercpu_time_millis_testing: 9.101, usercpu_time_millis_training: 0.042,

Rafael Gomes Mantovani 9 years ago
ran flow classif.mda(3) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.8972, kappa: 0.853, kb_relative_information_score: 10891.4999, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9013, predictive_accuracy: 0.9004, prior_entropy: 1.7148, recall: 0.9004, relative_absolute_error: 0.146, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.5404, usercpu_time_millis: 201.011, usercpu_time_millis_testing: 0.196, usercpu_time_millis_training: 200.815,

Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(5) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.9563, kappa: 0.9364, kb_relative_information_score: 12079.7462, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9564, predictive_accuracy: 0.9566, prior_entropy: 1.7148, recall: 0.9566, relative_absolute_error: 0.0636, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1473, root_relative_squared_error: 0.3565, usercpu_time_millis: 30.171, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 29.877,

Rafael Gomes Mantovani 9 years ago
ran flow classif.rda(7) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.9342, kappa: 0.9036, kb_relative_information_score: 11752.0835, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9342, predictive_accuracy: 0.9342, prior_entropy: 1.7148, recall: 0.9342, relative_absolute_error: 0.0963, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1813, root_relative_squared_error: 0.439, usercpu_time_millis: 686.374, usercpu_time_millis_testing: 1.513, usercpu_time_millis_training: 684.861,

Rafael Gomes Mantovani 9 years ago
ran flow classif.cforest(6) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9894, kappa: 0.9845, kb_relative_information_score: 12753.9107, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9895, predictive_accuracy: 0.9894, prior_entropy: 1.7148, recall: 0.9894, relative_absolute_error: 0.0155, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.176, usercpu_time_millis: 5159.012, usercpu_time_millis_testing: 537.468, usercpu_time_millis_training: 4621.544,

Rafael Gomes Mantovani 9 years ago
ran flow classif.svm(7) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.9664, kappa: 0.9541, kb_relative_information_score: 12101.6652, mean_absolute_error: 0.0156, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9696, predictive_accuracy: 0.9689, prior_entropy: 1.7148, recall: 0.9689, relative_absolute_error: 0.0456, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1247, root_relative_squared_error: 0.3019, usercpu_time_millis: 96.98, usercpu_time_millis_testing: 3.628, usercpu_time_millis_training: 93.352,

William Raynaut 7 years ago
ran flow weka.kf.Bagging-IBk5(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9757, kappa: 0.9678, kb_relative_information_score: 10135.3428, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9788, predictive_accuracy: 0.9782, prior_entropy: 1.7148, recall: 0.9782, relative_absolute_error: 0.315, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.4006,

William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-NaiveBayes(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9192, kappa: 0.8814, kb_relative_information_score: 11101.17, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9196, predictive_accuracy: 0.919, prior_entropy: 1.7148, recall: 0.919, relative_absolute_error: 0.1736, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.4226,

William Raynaut 7 years ago
ran flow weka.kf.RandomSubspace(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.8996, kappa: 0.8677, kb_relative_information_score: 5177.7049, mean_absolute_error: 0.2451, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.889, predictive_accuracy: 0.9107, prior_entropy: 1.7148, recall: 0.9107, relative_absolute_error: 0.7183, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.3065, root_relative_squared_error: 0.7419,

William Raynaut 7 years ago
ran flow weka.kf.Bagging-J48(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9744, kappa: 0.9629, kb_relative_information_score: 12287.9259, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9743, predictive_accuracy: 0.9747, prior_entropy: 1.7148, recall: 0.9747, relative_absolute_error: 0.0653, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.2411,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.822, kappa: 0.7508, kb_relative_information_score: 9067.6731, mean_absolute_error: 0.1213, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.8127, predictive_accuracy: 0.8318, prior_entropy: 1.7148, recall: 0.8318, relative_absolute_error: 0.3555, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.5914,

Random Bot 9 years ago
ran flow classif.svm(9) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6129, f_measure: 0.4798, kappa: 0.2232, kb_relative_information_score: 3654.271, mean_absolute_error: 0.2633, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.5086, predictive_accuracy: 0.4734, prior_entropy: 1.7148, recall: 0.4734, relative_absolute_error: 0.7717, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.5131, root_relative_squared_error: 1.2423,

William Raynaut 7 years ago
ran flow weka.kf.Bagging-SMO(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9319, kappa: 0.9005, kb_relative_information_score: 5096.2113, mean_absolute_error: 0.2558, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9319, predictive_accuracy: 0.9322, prior_entropy: 1.7148, recall: 0.9322, relative_absolute_error: 0.7498, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.3198, root_relative_squared_error: 0.7741,

Random Bot 9 years ago
ran flow classif.IBk(10) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9706, f_measure: 0.9483, kappa: 0.9412, kb_relative_information_score: 11697.8098, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9368, predictive_accuracy: 0.9603, prior_entropy: 1.7148, recall: 0.9603, relative_absolute_error: 0.0581, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.341,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8573, f_measure: 0.7024, kappa: 0.5702, kb_relative_information_score: 7237.6909, mean_absolute_error: 0.1733, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.6954, predictive_accuracy: 0.7098, prior_entropy: 1.7148, recall: 0.7098, relative_absolute_error: 0.5078, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.2942, root_relative_squared_error: 0.7123,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-KStar(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8573, f_measure: 0.7024, kappa: 0.5702, kb_relative_information_score: 5952.0264, mean_absolute_error: 0.2141, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.6954, predictive_accuracy: 0.7098, prior_entropy: 1.7148, recall: 0.7098, relative_absolute_error: 0.6275, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.3026, root_relative_squared_error: 0.7326,

William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-J48(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9945, kappa: 0.9919, kb_relative_information_score: 12857.7192, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9945, predictive_accuracy: 0.9944, prior_entropy: 1.7148, recall: 0.9944, relative_absolute_error: 0.008, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.049, root_relative_squared_error: 0.1187,

William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-IBk5(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9876, kappa: 0.9814, kb_relative_information_score: 12672.6111, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9883, predictive_accuracy: 0.9873, prior_entropy: 1.7148, recall: 0.9873, relative_absolute_error: 0.0277, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.0677, root_relative_squared_error: 0.164,

William Raynaut 7 years ago
ran flow weka.kf.ZeroR(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, f_measure: 0.1667, kb_relative_information_score: 0.3507, mean_absolute_error: 0.3412, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.1111, predictive_accuracy: 0.3334, prior_entropy: 1.7148, recall: 0.3334, relative_absolute_error: 1, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.413, root_relative_squared_error: 1,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9572, kappa: 0.954, kb_relative_information_score: 8521.7938, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9707, predictive_accuracy: 0.969, prior_entropy: 1.7148, recall: 0.969, relative_absolute_error: 0.4701, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.5219,

William Raynaut 7 years ago
ran flow weka.kf.HoeffdingTree(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9319, kappa: 0.9029, kb_relative_information_score: 11392.146, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9353, predictive_accuracy: 0.9342, prior_entropy: 1.7148, recall: 0.9342, relative_absolute_error: 0.1542, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.153, root_relative_squared_error: 0.3705,

William Raynaut 7 years ago
ran flow weka.kf.Bagging-JRip(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.978, kappa: 0.9687, kb_relative_information_score: 12298.2652, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9782, predictive_accuracy: 0.9787, prior_entropy: 1.7148, recall: 0.9787, relative_absolute_error: 0.0647, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.0902, root_relative_squared_error: 0.2183,

William Raynaut 7 years ago
ran flow weka.kf.Bagging-HoeffdingTree(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9385, kappa: 0.9145, kb_relative_information_score: 11545.7856, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9433, predictive_accuracy: 0.942, prior_entropy: 1.7148, recall: 0.942, relative_absolute_error: 0.1408, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1424, root_relative_squared_error: 0.3448,

William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-HoeffdingTree(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.959, kappa: 0.9406, kb_relative_information_score: 12126.5374, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9589, predictive_accuracy: 0.9596, prior_entropy: 1.7148, recall: 0.9596, relative_absolute_error: 0.0754, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1208, root_relative_squared_error: 0.2925,

William Raynaut 7 years ago
ran flow weka.kf.JRip(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9663, kappa: 0.9508, kb_relative_information_score: 12067.0117, mean_absolute_error: 0.0227, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9668, predictive_accuracy: 0.9664, prior_entropy: 1.7148, recall: 0.9664, relative_absolute_error: 0.0665, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.118, root_relative_squared_error: 0.2856,

William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.8944, kappa: 0.8566, kb_relative_information_score: 10163.5139, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9081, predictive_accuracy: 0.9032, prior_entropy: 1.7148, recall: 0.9032, relative_absolute_error: 0.2799, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.4782,

William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-J48(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9715, kappa: 0.9587, kb_relative_information_score: 12344.3407, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9713, predictive_accuracy: 0.9718, prior_entropy: 1.7148, recall: 0.9718, relative_absolute_error: 0.0547, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.2546,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8245, f_measure: 0.7024, kappa: 0.5702, kb_relative_information_score: 3925.8003, mean_absolute_error: 0.2763, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.6954, predictive_accuracy: 0.7098, prior_entropy: 1.7148, recall: 0.7098, relative_absolute_error: 0.8097, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.3514, root_relative_squared_error: 0.8509,

William Raynaut 7 years ago
ran flow weka.kf.Bagging-NaiveBayes(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.8944, kappa: 0.8571, kb_relative_information_score: 10159.0002, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9084, predictive_accuracy: 0.9035, prior_entropy: 1.7148, recall: 0.9035, relative_absolute_error: 0.2805, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.4784,

William Raynaut 7 years ago
ran flow weka.kf.RandomForest(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9903, kappa: 0.9857, kb_relative_information_score: 12018.8171, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9902, predictive_accuracy: 0.9903, prior_entropy: 1.7148, recall: 0.9903, relative_absolute_error: 0.107, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.233,

William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.8152, kappa: 0.7408, kb_relative_information_score: 4561.5836, mean_absolute_error: 0.2658, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.8128, predictive_accuracy: 0.8253, prior_entropy: 1.7148, recall: 0.8253, relative_absolute_error: 0.7789, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.3362, root_relative_squared_error: 0.8139,

Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(15) on task Supervised Classification on data set nursery

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9715, kappa: 0.9587, kb_relative_information_score: 12344.3407, mean_absolute_error: 0.0187, mean_prior_absolute_error: 0.3412, number_of_instances: 12958, precision: 0.9713, predictive_accuracy: 0.9718, prior_entropy: 1.7148, recall: 0.9718, relative_absolute_error: 0.0547, root_mean_prior_squared_error: 0.413, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.2546,

Rafael Gomes Mantovani 8 years ago
ran flow mlr.classif.J48.imputed.preproc(1) on task Supervised Classification on data set nursery