OpenML

Rafael Gomes Mantovani 9 years ago
ran flow classif.kknn(4) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5107, f_measure: 0.4461, kappa: 0.02, kb_relative_information_score: 156.2871, mean_absolute_error: 0.3656, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.4412, predictive_accuracy: 0.4516, prior_entropy: 1.3187, recall: 0.4516, relative_absolute_error: 0.9635, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.6046, root_relative_squared_error: 1.3883, usercpu_time_millis: 7.032, usercpu_time_millis_testing: 6.984, usercpu_time_millis_training: 0.048,

Rafael Gomes Mantovani 9 years ago
ran flow classif.lda(11) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5914, f_measure: 0.5357, kappa: 0.1798, kb_relative_information_score: 526.9023, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5249, predictive_accuracy: 0.55, prior_entropy: 1.3187, recall: 0.55, relative_absolute_error: 0.7906, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.5477, root_relative_squared_error: 1.2576, usercpu_time_millis: 5.687, usercpu_time_millis_testing: 0.276, usercpu_time_millis_training: 5.411,

Rafael Gomes Mantovani 9 years ago
ran flow classif.mda(3) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5679, f_measure: 0.5096, kappa: 0.1323, kb_relative_information_score: 415.7213, mean_absolute_error: 0.3195, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5002, predictive_accuracy: 0.5208, prior_entropy: 1.3187, recall: 0.5208, relative_absolute_error: 0.8419, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.5652, root_relative_squared_error: 1.2978, usercpu_time_millis: 90.168, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 89.993,

Rafael Gomes Mantovani 9 years ago
ran flow classif.ranger(5) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6215, f_measure: 0.5682, kappa: 0.2435, kb_relative_information_score: 681.7205, mean_absolute_error: 0.2717, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5462, predictive_accuracy: 0.5924, prior_entropy: 1.3187, recall: 0.5924, relative_absolute_error: 0.7161, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.5213, root_relative_squared_error: 1.1969, usercpu_time_millis: 41.079, usercpu_time_millis_testing: 1.291, usercpu_time_millis_training: 39.788,

Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForestSRC(7) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6354, f_measure: 0.5823, kappa: 0.2715, kb_relative_information_score: 740.8602, mean_absolute_error: 0.2613, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5624, predictive_accuracy: 0.608, prior_entropy: 1.3187, recall: 0.608, relative_absolute_error: 0.6887, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.5112, root_relative_squared_error: 1.1738, usercpu_time_millis: 441.946, usercpu_time_millis_testing: 34.813, usercpu_time_millis_training: 407.133,

Rafael Gomes Mantovani 9 years ago
ran flow classif.rpart(39) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6385, f_measure: 0.5859, kappa: 0.2778, kb_relative_information_score: 753.1726, mean_absolute_error: 0.2592, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5647, predictive_accuracy: 0.6112, prior_entropy: 1.3187, recall: 0.6112, relative_absolute_error: 0.6831, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.5091, root_relative_squared_error: 1.169, usercpu_time_millis: 1.865, usercpu_time_millis_testing: 0.261, usercpu_time_millis_training: 1.604,

Rafael Gomes Mantovani 9 years ago
ran flow classif.xgboost(6) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6853, f_measure: 0.6338, kappa: 0.3669, kb_relative_information_score: 923.7855, mean_absolute_error: 0.2299, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.6162, predictive_accuracy: 0.6552, prior_entropy: 1.3187, recall: 0.6552, relative_absolute_error: 0.6058, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4794, root_relative_squared_error: 1.1008, usercpu_time_millis: 6.141, usercpu_time_millis_testing: 0.219, usercpu_time_millis_training: 5.922,

Rafael Gomes Mantovani 9 years ago
ran flow classif.svm(7) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5894, f_measure: 0.5344, kappa: 0.1792, kb_relative_information_score: 551.8933, mean_absolute_error: 0.2944, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5159, predictive_accuracy: 0.5584, prior_entropy: 1.3187, recall: 0.5584, relative_absolute_error: 0.7759, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.5426, root_relative_squared_error: 1.2458, usercpu_time_millis: 94.704, usercpu_time_millis_testing: 3.096, usercpu_time_millis_training: 91.608,

Casey Davis 9 years ago
ran flow weka.DecisionStump(5) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5819, f_measure: 0.5075, kappa: 0.1759, kb_relative_information_score: 166.9421, mean_absolute_error: 0.3617, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5569, predictive_accuracy: 0.5596, prior_entropy: 1.3187, recall: 0.5596, relative_absolute_error: 0.9531, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4253, root_relative_squared_error: 0.9765, scimark_benchmark: 479.2609, usercpu_time_millis: 190, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 170,

Casey Davis 9 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6329, f_measure: 0.5427, kappa: 0.1918, kb_relative_information_score: 308.4944, mean_absolute_error: 0.346, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.533, predictive_accuracy: 0.5572, prior_entropy: 1.3187, recall: 0.5572, relative_absolute_error: 0.9119, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4322, root_relative_squared_error: 0.9923, scimark_benchmark: 473.1656, usercpu_time_millis: 750, usercpu_time_millis_testing: 310, usercpu_time_millis_training: 440,

Casey Davis 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5352, f_measure: 0.4608, kappa: 0.042, kb_relative_information_score: 129.6486, mean_absolute_error: 0.3698, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.4473, predictive_accuracy: 0.4852, prior_entropy: 1.3187, recall: 0.4852, relative_absolute_error: 0.9746, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4524, root_relative_squared_error: 1.0388, scimark_benchmark: 1253.724, usercpu_time_millis: 47120, usercpu_time_millis_testing: 270, usercpu_time_millis_training: 46850,

Casey Davis 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5234, f_measure: 0.4567, kappa: 0.0451, kb_relative_information_score: 187.7344, mean_absolute_error: 0.3622, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.4567, predictive_accuracy: 0.4568, prior_entropy: 1.3187, recall: 0.4568, relative_absolute_error: 0.9547, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.6014, root_relative_squared_error: 1.3808, scimark_benchmark: 1214.4874, usercpu_time_millis: 5510, usercpu_time_millis_testing: 5500, usercpu_time_millis_training: 10,

Casey Davis 9 years ago
ran flow weka.SMO_NormalizedPolyKernel(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.602, f_measure: 0.5476, kappa: 0.2046, kb_relative_information_score: 357.0732, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5286, predictive_accuracy: 0.572, prior_entropy: 1.3187, recall: 0.572, relative_absolute_error: 0.8822, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.432, root_relative_squared_error: 0.9919, scimark_benchmark: 1255.6559, usercpu_time_millis: 29530, usercpu_time_millis_testing: 13020, usercpu_time_millis_training: 16510,

Casey Davis 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8514, f_measure: 0.7181, kappa: 0.5324, kb_relative_information_score: 1005.6826, mean_absolute_error: 0.239, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.6913, predictive_accuracy: 0.7472, prior_entropy: 1.3187, recall: 0.7472, relative_absolute_error: 0.6298, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.3484, root_relative_squared_error: 0.8, scimark_benchmark: 1209.4327, usercpu_time_millis: 120, usercpu_time_millis_training: 120,

Casey Davis 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6437, f_measure: 0.5485, kappa: 0.2037, kb_relative_information_score: 302.2989, mean_absolute_error: 0.3452, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5415, predictive_accuracy: 0.5692, prior_entropy: 1.3187, recall: 0.5692, relative_absolute_error: 0.9099, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4256, root_relative_squared_error: 0.9773, scimark_benchmark: 1237.7041, usercpu_time_millis: 100, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 40,

Random Bot 8 years ago
ran flow classif.gbm(7) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.622, f_measure: 0.5629, kappa: 0.2434, kb_relative_information_score: 676.4514, mean_absolute_error: 0.2728, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5494, predictive_accuracy: 0.5908, prior_entropy: 1.3187, recall: 0.5908, relative_absolute_error: 0.719, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.5223, root_relative_squared_error: 1.1993,

William Raynaut 6 years ago
ran flow weka.kf.Bagging-J48(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8273, f_measure: 0.7035, kappa: 0.5022, kb_relative_information_score: 915.6711, mean_absolute_error: 0.2501, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.682, predictive_accuracy: 0.7304, prior_entropy: 1.3187, recall: 0.7304, relative_absolute_error: 0.6593, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.3634, root_relative_squared_error: 0.8344,

Random Bot 8 years ago
ran flow classif.J48(26) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7179, f_measure: 0.6652, kappa: 0.435, kb_relative_information_score: 1072.3855, mean_absolute_error: 0.2035, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.644, predictive_accuracy: 0.6948, prior_entropy: 1.3187, recall: 0.6948, relative_absolute_error: 0.5362, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4511, root_relative_squared_error: 1.0357,

William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-Bes ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6671, f_measure: 0.565, kappa: 0.238, kb_relative_information_score: 291.4997, mean_absolute_error: 0.3467, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5457, predictive_accuracy: 0.59, prior_entropy: 1.3187, recall: 0.59, relative_absolute_error: 0.9138, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4167, root_relative_squared_error: 0.9569,

William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6666, f_measure: 0.5693, kappa: 0.2422, kb_relative_information_score: 394.6618, mean_absolute_error: 0.3321, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5583, predictive_accuracy: 0.5836, prior_entropy: 1.3187, recall: 0.5836, relative_absolute_error: 0.8752, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4256, root_relative_squared_error: 0.9773,

William Raynaut 6 years ago
ran flow weka.kf.AdaBoostM1-NaiveBayes(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6121, f_measure: 0.5442, kappa: 0.1942, kb_relative_information_score: 95.7837, mean_absolute_error: 0.4004, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5351, predictive_accuracy: 0.5584, prior_entropy: 1.3187, recall: 0.5584, relative_absolute_error: 1.0552, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4429, root_relative_squared_error: 1.0169,

William Raynaut 6 years ago
ran flow weka.kf.ZeroR(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.2997, kb_relative_information_score: 0.2518, mean_absolute_error: 0.3794, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.2201, predictive_accuracy: 0.4692, prior_entropy: 1.3187, recall: 0.4692, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4355, root_relative_squared_error: 1,

William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.2997, kb_relative_information_score: 0.2518, mean_absolute_error: 0.3794, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.2201, predictive_accuracy: 0.4692, prior_entropy: 1.3187, recall: 0.4692, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4355, root_relative_squared_error: 1,

William Raynaut 6 years ago
ran flow weka.kf.Bagging-IBk5(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5408, f_measure: 0.4754, kappa: 0.0658, kb_relative_information_score: 172.9774, mean_absolute_error: 0.3681, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.4633, predictive_accuracy: 0.492, prior_entropy: 1.3187, recall: 0.492, relative_absolute_error: 0.9701, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4595, root_relative_squared_error: 1.0551,

William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-KStar(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7253, f_measure: 0.6195, kappa: 0.3376, kb_relative_information_score: 462.9913, mean_absolute_error: 0.3217, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.6094, predictive_accuracy: 0.6396, prior_entropy: 1.3187, recall: 0.6396, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4034, root_relative_squared_error: 0.9262,

Casey Davis 9 years ago
ran flow weka.NaiveBayes(10) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6327, f_measure: 0.5442, kappa: 0.1942, kb_relative_information_score: 306.3686, mean_absolute_error: 0.3463, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5351, predictive_accuracy: 0.5584, prior_entropy: 1.3187, recall: 0.5584, relative_absolute_error: 0.9126, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4319, root_relative_squared_error: 0.9916, scimark_benchmark: 1248.2165, usercpu_time_millis: 150, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 30,

Casey Davis 9 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6436, f_measure: 0.5483, kappa: 0.2032, kb_relative_information_score: 302.9702, mean_absolute_error: 0.3451, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5405, predictive_accuracy: 0.5688, prior_entropy: 1.3187, recall: 0.5688, relative_absolute_error: 0.9096, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4258, root_relative_squared_error: 0.9776, scimark_benchmark: 1241.5236, usercpu_time_millis: 100, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 60,

William Raynaut 6 years ago
ran flow weka.kf.AdaBoostM1-J48(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7449, f_measure: 0.6408, kappa: 0.3801, kb_relative_information_score: 933.6081, mean_absolute_error: 0.2292, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.6232, predictive_accuracy: 0.6628, prior_entropy: 1.3187, recall: 0.6628, relative_absolute_error: 0.604, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4501, root_relative_squared_error: 1.0335,

William Raynaut 6 years ago
ran flow weka.kf.AdaBoostM1-IBk5(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.522, f_measure: 0.4747, kappa: 0.0636, kb_relative_information_score: -37.2678, mean_absolute_error: 0.4187, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.4652, predictive_accuracy: 0.4936, prior_entropy: 1.3187, recall: 0.4936, relative_absolute_error: 1.1036, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4579, root_relative_squared_error: 1.0513,

William Raynaut 6 years ago
ran flow weka.kf.Bagging-SMO(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6189, f_measure: 0.5333, kappa: 0.175, kb_relative_information_score: 234.6669, mean_absolute_error: 0.3634, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5221, predictive_accuracy: 0.548, prior_entropy: 1.3187, recall: 0.548, relative_absolute_error: 0.9576, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.433, root_relative_squared_error: 0.9942,

Jan van Rijn 8 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5391, f_measure: 0.4747, kappa: 0.0636, kb_relative_information_score: 186.4028, mean_absolute_error: 0.3675, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.4652, predictive_accuracy: 0.4936, prior_entropy: 1.3187, recall: 0.4936, relative_absolute_error: 0.9685, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.466, root_relative_squared_error: 1.0701, scimark_benchmark: 1008.8946, usercpu_time_millis: 11070, usercpu_time_millis_testing: 11060, usercpu_time_millis_training: 10,

Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifier_REPTree(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.762, f_measure: 0.6423, kappa: 0.3875, kb_relative_information_score: 716.3202, mean_absolute_error: 0.2797, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.6189, predictive_accuracy: 0.6688, prior_entropy: 1.3187, recall: 0.6688, relative_absolute_error: 0.7371, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.3913, root_relative_squared_error: 0.8986, scimark_benchmark: 1210.2317, usercpu_time_millis: 90, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 80,

Jan van Rijn 8 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5337, f_measure: 0.4501, kappa: 0.0534, kb_relative_information_score: 209.5654, mean_absolute_error: 0.3629, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.4656, predictive_accuracy: 0.4832, prior_entropy: 1.3187, recall: 0.4832, relative_absolute_error: 0.9563, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.5192, root_relative_squared_error: 1.1922, scimark_benchmark: 1194.4527, usercpu_time_millis: 10180, usercpu_time_millis_testing: 10180,

Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifier_MultilayerPerceptron(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6287, f_measure: 0.5535, kappa: 0.2274, kb_relative_information_score: 282.4194, mean_absolute_error: 0.3435, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5521, predictive_accuracy: 0.5856, prior_entropy: 1.3187, recall: 0.5856, relative_absolute_error: 0.9053, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4212, root_relative_squared_error: 0.9671, scimark_benchmark: 932.0727, usercpu_time_millis: 2330, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2320,

Jan van Rijn 8 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5469, f_measure: 0.4819, kappa: 0.0799, kb_relative_information_score: 155.3128, mean_absolute_error: 0.3697, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.4649, predictive_accuracy: 0.5028, prior_entropy: 1.3187, recall: 0.5028, relative_absolute_error: 0.9745, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.447, root_relative_squared_error: 1.0263, scimark_benchmark: 1314.0992, usercpu_time_millis: 9350, usercpu_time_millis_testing: 9350,

Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifier_IBk(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.625, f_measure: 0.5301, kappa: 0.1885, kb_relative_information_score: 470.4155, mean_absolute_error: 0.3175, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5277, predictive_accuracy: 0.5576, prior_entropy: 1.3187, recall: 0.5576, relative_absolute_error: 0.8368, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4834, root_relative_squared_error: 1.11, scimark_benchmark: 1245.8004, usercpu_time_millis: 900, usercpu_time_millis_testing: 830, usercpu_time_millis_training: 70,

Jan van Rijn 8 years ago
ran flow weka.SMO_PolyKernel(11) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6013, f_measure: 0.5387, kappa: 0.1867, kb_relative_information_score: 357.0271, mean_absolute_error: 0.3398, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5182, predictive_accuracy: 0.562, prior_entropy: 1.3187, recall: 0.562, relative_absolute_error: 0.8956, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4368, root_relative_squared_error: 1.003, scimark_benchmark: 866.5682, usercpu_time_millis: 48560, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 48530,

Jan van Rijn 8 years ago
ran flow weka.SGD(4) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Client side error: weka.classifiers.functions.SGD: Cannot handle multi-valued nominal class! Evaluation Engine Exception: Required output files not present (e.g., arff predictions).

Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifier_IBk(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5914, f_measure: 0.5311, kappa: 0.1758, kb_relative_information_score: 454.2521, mean_absolute_error: 0.3159, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5306, predictive_accuracy: 0.5316, prior_entropy: 1.3187, recall: 0.5316, relative_absolute_error: 0.8327, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.5565, root_relative_squared_error: 1.2778, scimark_benchmark: 1320.3539, usercpu_time_millis: 520, usercpu_time_millis_testing: 460, usercpu_time_millis_training: 60,

Jan van Rijn 8 years ago
ran flow weka.AdaBoostM1_DecisionStump(14) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6159, f_measure: 0.5075, kappa: 0.1759, kb_relative_information_score: -92.7809, mean_absolute_error: 0.4201, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5569, predictive_accuracy: 0.5596, prior_entropy: 1.3187, recall: 0.5596, relative_absolute_error: 1.1071, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4519, root_relative_squared_error: 1.0377, scimark_benchmark: 710.3003, usercpu_time_millis: 120, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 110,

Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifier_RandomForest(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7185, f_measure: 0.5966, kappa: 0.2932, kb_relative_information_score: 584.4721, mean_absolute_error: 0.3015, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5852, predictive_accuracy: 0.6112, prior_entropy: 1.3187, recall: 0.6112, relative_absolute_error: 0.7946, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4148, root_relative_squared_error: 0.9524, scimark_benchmark: 968.4281, usercpu_time_millis: 1010, usercpu_time_millis_testing: 330, usercpu_time_millis_training: 680,

Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifier_HoeffdingTree(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6564, f_measure: 0.5593, kappa: 0.2269, kb_relative_information_score: 275.7955, mean_absolute_error: 0.3487, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5398, predictive_accuracy: 0.584, prior_entropy: 1.3187, recall: 0.584, relative_absolute_error: 0.9191, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4191, root_relative_squared_error: 0.9624, scimark_benchmark: 1202.8987, usercpu_time_millis: 160, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 150,

William Raynaut 6 years ago
ran flow weka.kf.RandomSubspace(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7309, f_measure: 0.6139, kappa: 0.332, kb_relative_information_score: 280.1545, mean_absolute_error: 0.348, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5899, predictive_accuracy: 0.64, prior_entropy: 1.3187, recall: 0.64, relative_absolute_error: 0.9172, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4083, root_relative_squared_error: 0.9374,

Jan van Rijn 8 years ago
ran flow weka.REPTree(15) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8411, f_measure: 0.7219, kappa: 0.5372, kb_relative_information_score: 1019.9309, mean_absolute_error: 0.2316, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.6996, predictive_accuracy: 0.7492, prior_entropy: 1.3187, recall: 0.7492, relative_absolute_error: 0.6103, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.3544, root_relative_squared_error: 0.8136, scimark_benchmark: 1165.6706, usercpu_time_millis: 120, usercpu_time_millis_training: 120,

Jan van Rijn 8 years ago
ran flow weka.JRip(5) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7146, f_measure: 0.629, kappa: 0.3616, kb_relative_information_score: 532.9161, mean_absolute_error: 0.3099, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.6064, predictive_accuracy: 0.6564, prior_entropy: 1.3187, recall: 0.6564, relative_absolute_error: 0.8167, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.3988, root_relative_squared_error: 0.9157, scimark_benchmark: 1190.8857, usercpu_time_millis: 1430, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1420,

Jan van Rijn 8 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6327, f_measure: 0.5442, kappa: 0.1942, kb_relative_information_score: 306.3686, mean_absolute_error: 0.3463, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5351, predictive_accuracy: 0.5584, prior_entropy: 1.3187, recall: 0.5584, relative_absolute_error: 0.9126, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4319, root_relative_squared_error: 0.9916, scimark_benchmark: 1158.5494, usercpu_time_millis: 200, usercpu_time_millis_testing: 170, usercpu_time_millis_training: 30,

Jan van Rijn 8 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6675, f_measure: 0.5652, kappa: 0.2383, kb_relative_information_score: 141.3374, mean_absolute_error: 0.3677, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5448, predictive_accuracy: 0.59, prior_entropy: 1.3187, recall: 0.59, relative_absolute_error: 0.9692, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4232, root_relative_squared_error: 0.9718, scimark_benchmark: 1132.9928, usercpu_time_millis: 1810, usercpu_time_millis_testing: 280, usercpu_time_millis_training: 1530,

Rafael Gomes Mantovani 8 years ago
ran flow classif.cforest(9) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6242, f_measure: 0.57, kappa: 0.2493, kb_relative_information_score: 696.4988, mean_absolute_error: 0.2691, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5535, predictive_accuracy: 0.5964, prior_entropy: 1.3187, recall: 0.5964, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.5187, root_relative_squared_error: 1.191, usercpu_time_millis: 391.893, usercpu_time_millis_testing: 23.239, usercpu_time_millis_training: 368.654,

William Raynaut 6 years ago
ran flow weka.kf.Bagging-HoeffdingTree(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6311, f_measure: 0.5353, kappa: 0.1784, kb_relative_information_score: 304.844, mean_absolute_error: 0.3457, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5245, predictive_accuracy: 0.5528, prior_entropy: 1.3187, recall: 0.5528, relative_absolute_error: 0.9111, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.431, root_relative_squared_error: 0.9897,

William Raynaut 6 years ago
ran flow weka.kf.JRip(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7146, f_measure: 0.629, kappa: 0.3616, kb_relative_information_score: 532.9161, mean_absolute_error: 0.3099, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.6064, predictive_accuracy: 0.6564, prior_entropy: 1.3187, recall: 0.6564, relative_absolute_error: 0.8167, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.3988, root_relative_squared_error: 0.9157,

William Raynaut 6 years ago
ran flow weka.kf.AdaBoostM1-HoeffdingTree(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6329, f_measure: 0.5427, kappa: 0.1918, kb_relative_information_score: 308.4944, mean_absolute_error: 0.346, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.533, predictive_accuracy: 0.5572, prior_entropy: 1.3187, recall: 0.5572, relative_absolute_error: 0.9119, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4322, root_relative_squared_error: 0.9923,

William Raynaut 6 years ago
ran flow weka.kf.HoeffdingTree(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6329, f_measure: 0.5427, kappa: 0.1918, kb_relative_information_score: 308.4944, mean_absolute_error: 0.346, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.533, predictive_accuracy: 0.5572, prior_entropy: 1.3187, recall: 0.5572, relative_absolute_error: 0.9119, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4322, root_relative_squared_error: 0.9923,

Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifier_SGD(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Client side error: weka.classifiers.functions.SGD: Cannot handle multi-valued nominal class! Evaluation Engine Exception: Required output files not present (e.g., arff predictions).

Jan van Rijn 8 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5887, f_measure: 0.5223, kappa: 0.1549, kb_relative_information_score: 290.0544, mean_absolute_error: 0.3454, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5023, predictive_accuracy: 0.5448, prior_entropy: 1.3187, recall: 0.5448, relative_absolute_error: 0.9104, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.457, root_relative_squared_error: 1.0493, scimark_benchmark: 811.8155, usercpu_time_millis: 14610, usercpu_time_millis_testing: 240, usercpu_time_millis_training: 14370,

Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifier_NaiveBayes(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6559, f_measure: 0.5597, kappa: 0.2277, kb_relative_information_score: 273.6345, mean_absolute_error: 0.3489, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5401, predictive_accuracy: 0.5844, prior_entropy: 1.3187, recall: 0.5844, relative_absolute_error: 0.9196, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4192, root_relative_squared_error: 0.9624, scimark_benchmark: 724.7541, usercpu_time_millis: 150, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 110,

Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifier_IBk(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6578, f_measure: 0.5623, kappa: 0.2322, kb_relative_information_score: 451.7094, mean_absolute_error: 0.3237, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5465, predictive_accuracy: 0.584, prior_entropy: 1.3187, recall: 0.584, relative_absolute_error: 0.8532, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4345, root_relative_squared_error: 0.9977, scimark_benchmark: 877.7477, usercpu_time_millis: 900, usercpu_time_millis_testing: 800, usercpu_time_millis_training: 100,

Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifier_IBk(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6641, f_measure: 0.5609, kappa: 0.2304, kb_relative_information_score: 397.0445, mean_absolute_error: 0.3322, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5397, predictive_accuracy: 0.5844, prior_entropy: 1.3187, recall: 0.5844, relative_absolute_error: 0.8754, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4211, root_relative_squared_error: 0.967, scimark_benchmark: 1106.3503, usercpu_time_millis: 670, usercpu_time_millis_testing: 610, usercpu_time_millis_training: 60,

Joaquin Vanschoren 8 years ago
ran flow weka.FilteredClassifier_MultiSearch_Logistic(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6275, f_measure: 0.5386, kappa: 0.1874, kb_relative_information_score: 110.6681, mean_absolute_error: 0.3676, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.52, predictive_accuracy: 0.5628, prior_entropy: 1.3187, recall: 0.5628, relative_absolute_error: 0.9688, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4264, root_relative_squared_error: 0.9792, scimark_benchmark: 945.8307, usercpu_time_millis: 1880, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 1830,

Joaquin Vanschoren 8 years ago
ran flow weka.FilteredClassifier_MultiSearch_RandomForest(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8445, f_measure: 0.7233, kappa: 0.5388, kb_relative_information_score: 884.2481, mean_absolute_error: 0.2581, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.7041, predictive_accuracy: 0.75, prior_entropy: 1.3187, recall: 0.75, relative_absolute_error: 0.6801, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.3548, root_relative_squared_error: 0.8145, scimark_benchmark: 943.7305, usercpu_time_millis: 44460, usercpu_time_millis_testing: 650, usercpu_time_millis_training: 43810,

Jan van Rijn 8 years ago
ran flow weka.FilteredClassifier_MultiSearch_SMO_RBFKernel(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6023, f_measure: 0.5471, kappa: 0.2054, kb_relative_information_score: 358.1719, mean_absolute_error: 0.3346, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.531, predictive_accuracy: 0.5728, prior_entropy: 1.3187, recall: 0.5728, relative_absolute_error: 0.8818, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4318, root_relative_squared_error: 0.9914, scimark_benchmark: 1385.5049, usercpu_time_millis: 24720, usercpu_time_millis_testing: 8350, usercpu_time_millis_training: 16370,

Joaquin Vanschoren 8 years ago
ran flow weka.FilteredClassifier_MultiSearch_J48(2) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8386, f_measure: 0.7151, kappa: 0.5215, kb_relative_information_score: 1088.6854, mean_absolute_error: 0.2213, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.6949, predictive_accuracy: 0.7396, prior_entropy: 1.3187, recall: 0.7396, relative_absolute_error: 0.5833, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.8271, scimark_benchmark: 940.0109, usercpu_time_millis: 270, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 240,

Joaquin Vanschoren 8 years ago
ran flow weka.FilteredClassifier_MultiSearch_IBk(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5712, f_measure: 0.4981, kappa: 0.1083, kb_relative_information_score: 120.8876, mean_absolute_error: 0.3708, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.4787, predictive_accuracy: 0.5196, prior_entropy: 1.3187, recall: 0.5196, relative_absolute_error: 0.9772, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4334, root_relative_squared_error: 0.9952, scimark_benchmark: 940.0109, usercpu_time_millis: 14710, usercpu_time_millis_testing: 14610, usercpu_time_millis_training: 100,

Joaquin Vanschoren 8 years ago
ran flow weka.FilteredClassifier_NaiveBayes(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6337, f_measure: 0.5445, kappa: 0.1944, kb_relative_information_score: 318.5593, mean_absolute_error: 0.3431, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5358, predictive_accuracy: 0.5604, prior_entropy: 1.3187, recall: 0.5604, relative_absolute_error: 0.9043, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4311, root_relative_squared_error: 0.9899, scimark_benchmark: 935.6931, usercpu_time_millis: 190, usercpu_time_millis_testing: 130, usercpu_time_millis_training: 60,

William Raynaut 6 years ago
ran flow weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6014, f_measure: 0.5096, kappa: 0.1335, kb_relative_information_score: 355.5847, mean_absolute_error: 0.3345, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5017, predictive_accuracy: 0.5184, prior_entropy: 1.3187, recall: 0.5184, relative_absolute_error: 0.8816, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4758, root_relative_squared_error: 1.0925,

William Raynaut 6 years ago
ran flow weka.kf.RandomForest(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6675, f_measure: 0.5652, kappa: 0.2383, kb_relative_information_score: 141.3374, mean_absolute_error: 0.3677, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5448, predictive_accuracy: 0.59, prior_entropy: 1.3187, recall: 0.59, relative_absolute_error: 0.9692, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4232, root_relative_squared_error: 0.9718,

William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6016, f_measure: 0.5465, kappa: 0.2039, kb_relative_information_score: 356.9103, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5303, predictive_accuracy: 0.572, prior_entropy: 1.3187, recall: 0.572, relative_absolute_error: 0.8822, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.432, root_relative_squared_error: 0.9919,

William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2997, kb_relative_information_score: 190.5233, mean_absolute_error: 0.3576, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.2201, predictive_accuracy: 0.4692, prior_entropy: 1.3187, recall: 0.4692, relative_absolute_error: 0.9424, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4577, root_relative_squared_error: 1.0508,

William Raynaut 6 years ago
ran flow weka.kf.ReplaceMissingValues-J48(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7289, f_measure: 0.6781, kappa: 0.4374, kb_relative_information_score: 1008.1947, mean_absolute_error: 0.2277, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.6731, predictive_accuracy: 0.6836, prior_entropy: 1.3187, recall: 0.6836, relative_absolute_error: 0.6, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4404, root_relative_squared_error: 1.0112,

William Raynaut 6 years ago
ran flow weka.kf.Bagging-NaiveBayes(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6311, f_measure: 0.5345, kappa: 0.1768, kb_relative_information_score: 302.3047, mean_absolute_error: 0.346, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5238, predictive_accuracy: 0.552, prior_entropy: 1.3187, recall: 0.552, relative_absolute_error: 0.9118, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4308, root_relative_squared_error: 0.9892,

Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(15) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7289, f_measure: 0.6781, kappa: 0.4374, kb_relative_information_score: 1008.1947, mean_absolute_error: 0.2277, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.6731, predictive_accuracy: 0.6836, prior_entropy: 1.3187, recall: 0.6836, relative_absolute_error: 0.6, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4404, root_relative_squared_error: 1.0112,

Casey Davis 9 years ago
ran flow weka.NaiveBayesUpdateable(9) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6327, f_measure: 0.5442, kappa: 0.1942, kb_relative_information_score: 306.3686, mean_absolute_error: 0.3463, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5351, predictive_accuracy: 0.5584, prior_entropy: 1.3187, recall: 0.5584, relative_absolute_error: 0.9126, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4319, root_relative_squared_error: 0.9916, scimark_benchmark: 1230.3004, usercpu_time_millis: 160, usercpu_time_millis_testing: 130, usercpu_time_millis_training: 30,

Casey Davis 9 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6057, f_measure: 0.517, kappa: 0.1448, kb_relative_information_score: 416.3123, mean_absolute_error: 0.3236, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5095, predictive_accuracy: 0.5268, prior_entropy: 1.3187, recall: 0.5268, relative_absolute_error: 0.8527, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.5187, root_relative_squared_error: 1.1909, scimark_benchmark: 1237.8253, usercpu_time_millis: 644730, usercpu_time_millis_testing: 900, usercpu_time_millis_training: 643830,

Casey Davis 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5234, f_measure: 0.4567, kappa: 0.0451, kb_relative_information_score: 187.7344, mean_absolute_error: 0.3622, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.4567, predictive_accuracy: 0.4568, prior_entropy: 1.3187, recall: 0.4568, relative_absolute_error: 0.9547, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.6014, root_relative_squared_error: 1.3808, scimark_benchmark: 473.1656, usercpu_time_millis: 23050, usercpu_time_millis_testing: 23050,

William Raynaut 6 years ago
ran flow weka.kf.Bagging-JRip(1) on task Supervised Classification on data set autoUniv-au4-2500

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7141, f_measure: 0.6, kappa: 0.3063, kb_relative_information_score: 478.1325, mean_absolute_error: 0.3196, mean_prior_absolute_error: 0.3794, number_of_instances: 2500, precision: 0.5816, predictive_accuracy: 0.6264, prior_entropy: 1.3187, recall: 0.6264, relative_absolute_error: 0.8424, root_mean_prior_squared_error: 0.4355, root_mean_squared_error: 0.4039, root_relative_squared_error: 0.9273,

Rafael Gomes Mantovani 7 years ago
ran flow mlr.classif.J48.imputed.preproc(1) on task Supervised Classification on data set autoUniv-au4-2500