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Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 247.9979, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9922, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.1782,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 247.9979, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.1782,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.ranger(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9881, kappa: 0.9762, kb_relative_information_score: 245.9971, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9884, predictive_accuracy: 0.9881, prior_entropy: 0.9998, recall: 0.9881, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.2182,
Giuseppe Casalicchio 8 years ago
ran flow mlr.classif.rpart.bagged(2) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 247.9979, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.1782,
Andreas Mueller 7 years ago
ran flow sklearn.tree.tree.DecisionTreeClassifier(16) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 249.9986, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.063, root_relative_squared_error: 0.126,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9563, kappa: 0.9126, kb_relative_information_score: 204.3795, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9577, predictive_accuracy: 0.9563, prior_entropy: 0.9998, recall: 0.9563, relative_absolute_error: 0.2129, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.3819, scimark_benchmark: 1341.5795, usercpu_time_millis: 970, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 960,
Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 246.8584, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0251, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0631, root_relative_squared_error: 0.1261, scimark_benchmark: 1332.9478, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5993, f_measure: 0.5775, kappa: 0.2001, kb_relative_information_score: 51.9277, mean_absolute_error: 0.3968, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.6301, predictive_accuracy: 0.6032, prior_entropy: 0.9998, recall: 0.6032, relative_absolute_error: 0.7938, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.6299, root_relative_squared_error: 1.26, scimark_benchmark: 1371.174, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 247.1504, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.0205, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.1778, scimark_benchmark: 1323.4116, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 246.983, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0219, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.076, root_relative_squared_error: 0.152, scimark_benchmark: 1317.2327, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Jan van Rijn 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 1354.3488,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.8889, kappa: 0.7777, kb_relative_information_score: 197.1683, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.889, predictive_accuracy: 0.8889, prior_entropy: 0.9998, recall: 0.8889, relative_absolute_error: 0.2188, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3068, root_relative_squared_error: 0.6136, scimark_benchmark: 1260.1387,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 224.0111, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.1378, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.2337, scimark_benchmark: 1322.7257, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 1342.2845,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.8889, kappa: 0.7777, kb_relative_information_score: 197.1683, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.889, predictive_accuracy: 0.8889, prior_entropy: 0.9998, recall: 0.8889, relative_absolute_error: 0.2188, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3068, root_relative_squared_error: 0.6136, scimark_benchmark: 1313.11,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 1331.4379,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9563, kappa: 0.9126, kb_relative_information_score: 204.3795, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9577, predictive_accuracy: 0.9563, prior_entropy: 0.9998, recall: 0.9563, relative_absolute_error: 0.2129, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.3819, scimark_benchmark: 1345.6844, usercpu_time_millis: 1000, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 990,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 246.983, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0219, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.076, root_relative_squared_error: 0.152, scimark_benchmark: 1313.8988,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 908.2231,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.8889, kappa: 0.7777, kb_relative_information_score: 197.1683, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.889, predictive_accuracy: 0.8889, prior_entropy: 0.9998, recall: 0.8889, relative_absolute_error: 0.2188, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3068, root_relative_squared_error: 0.6136, scimark_benchmark: 929.0363,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 1336.0954,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 249.9986, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.063, root_relative_squared_error: 0.126, scimark_benchmark: 1324.9519,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 1336.0954,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.8889, kappa: 0.7777, kb_relative_information_score: 197.1683, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.889, predictive_accuracy: 0.8889, prior_entropy: 0.9998, recall: 0.8889, relative_absolute_error: 0.2188, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3068, root_relative_squared_error: 0.6136, scimark_benchmark: 1336.0954,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 247.1504, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.0205, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.1778, scimark_benchmark: 1339.2472, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.8889, kappa: 0.7777, kb_relative_information_score: 197.1683, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.889, predictive_accuracy: 0.8889, prior_entropy: 0.9998, recall: 0.8889, relative_absolute_error: 0.2188, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3068, root_relative_squared_error: 0.6136, scimark_benchmark: 1317.5857,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 1303.5632, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 247.1504, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.0205, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.1778, scimark_benchmark: 1336.0954,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 908.2231,
Joaquin Vanschoren 10 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 247.9928, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.1782, scimark_benchmark: 1286.2211, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 1340.9749,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 1333.6736,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 224.0111, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.1378, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.2337, scimark_benchmark: 1322.5413, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 1340.9446, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 1342.8632,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 247.1504, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.0205, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.1778, scimark_benchmark: 1342.8632,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 224.0111, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.1378, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.2337, scimark_benchmark: 1342.8632, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5993, f_measure: 0.5775, kappa: 0.2001, kb_relative_information_score: 51.9277, mean_absolute_error: 0.3968, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.6301, predictive_accuracy: 0.6032, prior_entropy: 0.9998, recall: 0.6032, relative_absolute_error: 0.7938, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.6299, root_relative_squared_error: 1.26, scimark_benchmark: 1310.6554, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 249.9986, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.063, root_relative_squared_error: 0.126, scimark_benchmark: 1340.5125,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 930.5999,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 1375.1578,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 249.9986, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.063, root_relative_squared_error: 0.126, scimark_benchmark: 901.8743, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 224.0111, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.1378, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.2337, scimark_benchmark: 879.4299, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 1317.5857,
Martijn Post 9 years ago
ran flow weka.REPTree(15) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 247.673, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.1783, scimark_benchmark: 1779.392,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 239.2076, mean_absolute_error: 0.027, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9802, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0541, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.2183,
Martijn Post 9 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.484, f_measure: 0.3422, kb_relative_information_score: -0.0405, mean_absolute_error: 0.4999, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.258, predictive_accuracy: 0.5079, prior_entropy: 0.9998, recall: 0.5079, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001, scimark_benchmark: 1838.8826,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ubsetEval_BestFirst_REPTree(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 247.673, mean_absolute_error: 0.0088, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.1783, scimark_benchmark: 1779.392,
Random Bot 9 years ago
ran flow classif.boosting(8) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 247.9979, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.1782,
William Raynaut 7 years ago
ran flow weka.kf.ZeroR(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.484, f_measure: 0.3422, kb_relative_information_score: -0.0405, mean_absolute_error: 0.4999, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.258, predictive_accuracy: 0.5079, prior_entropy: 0.9998, recall: 0.5079, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.5, root_relative_squared_error: 1.0001,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_SGD(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9679, f_measure: 0.9682, kappa: 0.9364, kb_relative_information_score: 235.9936, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9693, predictive_accuracy: 0.9683, prior_entropy: 0.9998, recall: 0.9683, relative_absolute_error: 0.0635, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.3564, scimark_benchmark: 1779.392,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.91, f_measure: 0.7812, kappa: 0.5642, kb_relative_information_score: 146.0512, mean_absolute_error: 0.209, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.7862, predictive_accuracy: 0.7817, prior_entropy: 0.9998, recall: 0.7817, relative_absolute_error: 0.4181, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4337, root_relative_squared_error: 0.8676,
William Raynaut 7 years ago
ran flow weka.kf.Standardize-J48(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 249.9986, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.063, root_relative_squared_error: 0.126,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... val_BestFirst_HoeffdingTree(3) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 242.9311, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9922, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.0422, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.1719, scimark_benchmark: 1732.2066,
William Raynaut 7 years ago
ran flow weka.kf.RandomSubspace(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 209.0255, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.2124, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1449, root_relative_squared_error: 0.2899,
Martijn Post 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.911, f_measure: 0.7771, kappa: 0.5563, kb_relative_information_score: 145.9241, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.7828, predictive_accuracy: 0.7778, prior_entropy: 0.9998, recall: 0.7778, relative_absolute_error: 0.4186, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4339, root_relative_squared_error: 0.8679, scimark_benchmark: 1838.8826,
Martijn Post 9 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 224.0111, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.1378, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.2337, scimark_benchmark: 1838.8826, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-J48(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 249.5246, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0103, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0646, root_relative_squared_error: 0.1291,
Random Bot 9 years ago
ran flow classif.avNNet(8) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.797, f_measure: 0.7972, kappa: 0.5947, kb_relative_information_score: 149.9628, mean_absolute_error: 0.2024, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.7989, predictive_accuracy: 0.7976, prior_entropy: 0.9998, recall: 0.7976, relative_absolute_error: 0.4049, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4499, root_relative_squared_error: 0.8998,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
Martijn Post 9 years ago
ran flow weka.SGD(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9478, f_measure: 0.9483, kappa: 0.8967, kb_relative_information_score: 225.99, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9507, predictive_accuracy: 0.9484, prior_entropy: 0.9998, recall: 0.9484, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.4543, scimark_benchmark: 1779.392, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
Random Bot 9 years ago
ran flow classif.gbm(5) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9881, kappa: 0.9762, kb_relative_information_score: 245.9971, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9881, predictive_accuracy: 0.9881, prior_entropy: 0.9998, recall: 0.9881, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.2182,
Martijn Post 9 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.9167, kappa: 0.8333, kb_relative_information_score: 206.3054, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9167, predictive_accuracy: 0.9167, prior_entropy: 0.9998, recall: 0.9167, relative_absolute_error: 0.1862, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2779, root_relative_squared_error: 0.5558, scimark_benchmark: 1732.2066,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.9006, kappa: 0.8013, kb_relative_information_score: 182.9679, mean_absolute_error: 0.1443, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9027, predictive_accuracy: 0.9008, prior_entropy: 0.9998, recall: 0.9008, relative_absolute_error: 0.2886, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.5549,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9126, kappa: 0.8252, kb_relative_information_score: 196.5466, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9143, predictive_accuracy: 0.9127, prior_entropy: 0.9998, recall: 0.9127, relative_absolute_error: 0.2284, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2491, root_relative_squared_error: 0.4982,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9563, kappa: 0.9126, kb_relative_information_score: 204.3795, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9577, predictive_accuracy: 0.9563, prior_entropy: 0.9998, recall: 0.9563, relative_absolute_error: 0.2129, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.3819, scimark_benchmark: 942.2392,
Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 246.8584, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0251, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0631, root_relative_squared_error: 0.1261, scimark_benchmark: 927.2917, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9802, kappa: 0.9603, kb_relative_information_score: 235.6503, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9804, predictive_accuracy: 0.9802, prior_entropy: 0.9998, recall: 0.9802, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1335, root_relative_squared_error: 0.267, scimark_benchmark: 905.2959,
Joaquin Vanschoren 9 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 246.983, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0219, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.076, root_relative_squared_error: 0.152, scimark_benchmark: 934.695,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.9523, kappa: 0.9046, kb_relative_information_score: 227.9907, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9552, predictive_accuracy: 0.9524, prior_entropy: 0.9998, recall: 0.9524, relative_absolute_error: 0.0953, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2182, root_relative_squared_error: 0.4365,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9031, f_measure: 0.8094, kappa: 0.6188, kb_relative_information_score: 155.6899, mean_absolute_error: 0.1915, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.8097, predictive_accuracy: 0.8095, prior_entropy: 0.9998, recall: 0.8095, relative_absolute_error: 0.3832, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4056, root_relative_squared_error: 0.8112,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8131, kappa: 0.6275, kb_relative_information_score: 161.1944, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.8172, predictive_accuracy: 0.8135, prior_entropy: 0.9998, recall: 0.8135, relative_absolute_error: 0.3578, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3874, root_relative_squared_error: 0.7749,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-SMO(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9484, kappa: 0.8967, kb_relative_information_score: 221.6706, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9491, predictive_accuracy: 0.9484, prior_entropy: 0.9998, recall: 0.9484, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.203, root_relative_squared_error: 0.406,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.9563, kappa: 0.9126, kb_relative_information_score: 229.9914, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9586, predictive_accuracy: 0.9563, prior_entropy: 0.9998, recall: 0.9563, relative_absolute_error: 0.0873, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.4179,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-NaiveBayes(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9167, f_measure: 0.7771, kappa: 0.5563, kb_relative_information_score: 148.7156, mean_absolute_error: 0.2033, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.7828, predictive_accuracy: 0.7778, prior_entropy: 0.9998, recall: 0.7778, relative_absolute_error: 0.4068, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4198, root_relative_squared_error: 0.8396,
William Raynaut 7 years ago
ran flow weka.kf.RandomForest(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 224.0111, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.1378, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.2337,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.9562, kappa: 0.9126, kb_relative_information_score: 229.9914, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9598, predictive_accuracy: 0.9563, prior_entropy: 0.9998, recall: 0.9563, relative_absolute_error: 0.0873, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.4179,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-J48(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 249.9986, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.063, root_relative_squared_error: 0.126,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ada(5) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 247.9979, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.1782, usercpu_time_millis: 17.86, usercpu_time_millis_testing: 2.94, usercpu_time_millis_training: 14.92,
Rafael Gomes Mantovani 9 years ago
ran flow classif.binomial(5) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9762, kappa: 0.9524, kb_relative_information_score: 239.995, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9763, predictive_accuracy: 0.9762, prior_entropy: 0.9998, recall: 0.9762, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.3086, usercpu_time_millis: 0.778, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.721,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bartMachine(3) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 247.9979, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.1782, usercpu_time_millis: 62.308, usercpu_time_millis_testing: 3.897, usercpu_time_millis_training: 58.411,
Rafael Gomes Mantovani 9 years ago
ran flow classif.extraTrees(3) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.9404, kappa: 0.8808, kb_relative_information_score: 221.9885, mean_absolute_error: 0.0595, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9427, predictive_accuracy: 0.9405, prior_entropy: 0.9998, recall: 0.9405, relative_absolute_error: 0.1191, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.244, root_relative_squared_error: 0.488, usercpu_time_millis: 1.077, usercpu_time_millis_testing: 0.166, usercpu_time_millis_training: 0.911,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmboost(2) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 249.9986, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.063, root_relative_squared_error: 0.126, usercpu_time_millis: 1.179, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 1.115,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmnet(1) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 249.9986, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.063, root_relative_squared_error: 0.126, usercpu_time_millis: 0.497, usercpu_time_millis_testing: 0.249, usercpu_time_millis_training: 0.248,
Rafael Gomes Mantovani 9 years ago
ran flow classif.IBk(5) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8495, f_measure: 0.8492, kappa: 0.6986, kb_relative_information_score: 175.9721, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.8501, predictive_accuracy: 0.8492, prior_entropy: 0.9998, recall: 0.8492, relative_absolute_error: 0.3017, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.3883, root_relative_squared_error: 0.7767, usercpu_time_millis: 1.983, usercpu_time_millis_testing: 0.725, usercpu_time_millis_training: 1.258,
Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(7) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 249.9986, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.063, root_relative_squared_error: 0.126, usercpu_time_millis: 1.973, usercpu_time_millis_testing: 0.661, usercpu_time_millis_training: 1.312,
Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(20) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 249.9986, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.063, root_relative_squared_error: 0.126, usercpu_time_millis: 2.274, usercpu_time_millis_testing: 0.867, usercpu_time_millis_training: 1.407,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lda(9) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.9484, kappa: 0.8967, kb_relative_information_score: 225.99, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9498, predictive_accuracy: 0.9484, prior_entropy: 0.9998, recall: 0.9484, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.4543, usercpu_time_millis: 0.17, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.126,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL1LogReg(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8138, f_measure: 0.8135, kappa: 0.6271, kb_relative_information_score: 157.9656, mean_absolute_error: 0.1865, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.8141, predictive_accuracy: 0.8135, prior_entropy: 0.9998, recall: 0.8135, relative_absolute_error: 0.3731, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4319, root_relative_squared_error: 0.8638, usercpu_time_millis: 2.142, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 2.129,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL2LogReg(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.802, f_measure: 0.8015, kappa: 0.6035, kb_relative_information_score: 151.9635, mean_absolute_error: 0.1984, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.803, predictive_accuracy: 0.8016, prior_entropy: 0.9998, recall: 0.8016, relative_absolute_error: 0.3969, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4454, root_relative_squared_error: 0.891, usercpu_time_millis: 0.056, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 0.044,
Rafael Gomes Mantovani 9 years ago
ran flow classif.logreg(7) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9762, kappa: 0.9524, kb_relative_information_score: 239.995, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9763, predictive_accuracy: 0.9762, prior_entropy: 0.9998, recall: 0.9762, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.3086, usercpu_time_millis: 0.816, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.75,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(3) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.549, f_measure: 0.4636, kappa: 0.0993, kb_relative_information_score: 27.9191, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.6519, predictive_accuracy: 0.5556, prior_entropy: 0.9998, recall: 0.5556, relative_absolute_error: 0.8891, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.6667, root_relative_squared_error: 1.3335, usercpu_time_millis: 0.209, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.165,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9921, kappa: 0.9841, kb_relative_information_score: 247.9979, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9921, predictive_accuracy: 0.9921, prior_entropy: 0.9998, recall: 0.9921, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.1782, usercpu_time_millis: 420.116, usercpu_time_millis_testing: 8.164, usercpu_time_millis_training: 411.952,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnTrain(3) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4936, f_measure: 0.4875, kappa: -0.0128, kb_relative_information_score: -4.0923, mean_absolute_error: 0.5079, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.4934, predictive_accuracy: 0.4921, prior_entropy: 0.9998, recall: 0.4921, relative_absolute_error: 1.0161, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.7127, root_relative_squared_error: 1.4256, usercpu_time_millis: 0.153, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.125,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nodeHarvest(3) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.9363, kappa: 0.8728, kb_relative_information_score: 219.9878, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9419, predictive_accuracy: 0.9365, prior_entropy: 0.9998, recall: 0.9365, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.252, root_relative_squared_error: 0.504, usercpu_time_millis: 138.339, usercpu_time_millis_testing: 0.474, usercpu_time_millis_training: 137.865,
Rafael Gomes Mantovani 9 years ago
ran flow classif.PART(4) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.996, kappa: 0.9921, kb_relative_information_score: 249.9986, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9961, predictive_accuracy: 0.996, prior_entropy: 0.9998, recall: 0.996, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.063, root_relative_squared_error: 0.126, usercpu_time_millis: 1.97, usercpu_time_millis_testing: 0.747, usercpu_time_millis_training: 1.223,
Rafael Gomes Mantovani 9 years ago
ran flow classif.plsdaCaret(5) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7743, f_measure: 0.7736, kappa: 0.548, kb_relative_information_score: 137.9585, mean_absolute_error: 0.2262, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.7755, predictive_accuracy: 0.7738, prior_entropy: 0.9998, recall: 0.7738, relative_absolute_error: 0.4525, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.4756, root_relative_squared_error: 0.9513, usercpu_time_millis: 0.207, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.158,
Rafael Gomes Mantovani 9 years ago
ran flow classif.probit(3) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9762, kappa: 0.9524, kb_relative_information_score: 239.995, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.9763, predictive_accuracy: 0.9762, prior_entropy: 0.9998, recall: 0.9762, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.3086, usercpu_time_millis: 0.718, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.676,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(5) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7118, f_measure: 0.7069, kappa: 0.4257, kb_relative_information_score: 107.9477, mean_absolute_error: 0.2857, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.7344, predictive_accuracy: 0.7143, prior_entropy: 0.9998, recall: 0.7143, relative_absolute_error: 0.5716, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.5345, root_relative_squared_error: 1.0692, usercpu_time_millis: 1.045, usercpu_time_millis_testing: 0.252, usercpu_time_millis_training: 0.793,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bdk(3) on task Supervised Classification on data set bodyfat
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7537, f_measure: 0.7538, kappa: 0.5076, kb_relative_information_score: 127.9549, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.4999, number_of_instances: 252, precision: 0.7541, predictive_accuracy: 0.754, prior_entropy: 0.9998, recall: 0.754, relative_absolute_error: 0.4922, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.496, root_relative_squared_error: 0.9922, usercpu_time_millis: 0.783, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.739,