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Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_J48(2) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, build_cpu_time: 0.2202, build_memory: 876845447.2, f_measure: 0.8558, kappa: 0.7111, kb_relative_information_score: 301.5403, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8566, predictive_accuracy: 0.856, prior_entropy: 0.9991, recall: 0.856, relative_absolute_error: 0.424, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3154, root_relative_squared_error: 0.6313, scimark_benchmark: 940.9945,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8375, kappa: 0.6746, kb_relative_information_score: 266.799, mean_absolute_error: 0.2504, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8399, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.7236, scimark_benchmark: 1320.9387,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.8536, kappa: 0.7068, kb_relative_information_score: 287.4092, mean_absolute_error: 0.2287, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8557, predictive_accuracy: 0.854, prior_entropy: 0.9991, recall: 0.854, relative_absolute_error: 0.4581, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3224, root_relative_squared_error: 0.6452, scimark_benchmark: 1335.2363, 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 fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1366.2491,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8658, kappa: 0.7312, kb_relative_information_score: 279.0845, mean_absolute_error: 0.2395, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8665, predictive_accuracy: 0.866, prior_entropy: 0.9991, recall: 0.866, relative_absolute_error: 0.4796, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3161, root_relative_squared_error: 0.6325, scimark_benchmark: 1313.8988, usercpu_time_millis: 140, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 120,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.86, kappa: 0.7196, kb_relative_information_score: 292.307, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.86, predictive_accuracy: 0.86, prior_entropy: 0.9991, recall: 0.86, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.6433, scimark_benchmark: 1341.5795, usercpu_time_millis: 4190, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 4160,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.8361, kappa: 0.672, kb_relative_information_score: 220.4399, mean_absolute_error: 0.2993, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8365, predictive_accuracy: 0.836, prior_entropy: 0.9991, recall: 0.836, relative_absolute_error: 0.5994, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.7261, scimark_benchmark: 1260.1387,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8658, kappa: 0.7312, kb_relative_information_score: 279.0845, mean_absolute_error: 0.2395, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8665, predictive_accuracy: 0.866, prior_entropy: 0.9991, recall: 0.866, relative_absolute_error: 0.4796, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3161, root_relative_squared_error: 0.6325, scimark_benchmark: 1281.7531, usercpu_time_millis: 160, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 150,
Jan van Rijn 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1354.3488,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.86, kappa: 0.7196, kb_relative_information_score: 292.307, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.86, predictive_accuracy: 0.86, prior_entropy: 0.9991, recall: 0.86, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.6433, scimark_benchmark: 1347.993, usercpu_time_millis: 3070, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 3030,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.86, kappa: 0.7196, kb_relative_information_score: 292.307, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.86, predictive_accuracy: 0.86, prior_entropy: 0.9991, recall: 0.86, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.6433, scimark_benchmark: 1322.3407, usercpu_time_millis: 7010, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 6980,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1342.2845,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1332.7986,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1337.3324,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1343.3311,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1345.6844,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.8598, kappa: 0.7192, kb_relative_information_score: 359.7363, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8604, predictive_accuracy: 0.86, prior_entropy: 0.9991, recall: 0.86, relative_absolute_error: 0.2804, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7488, scimark_benchmark: 1334.863, usercpu_time_millis: 70, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 40,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.8598, kappa: 0.7192, kb_relative_information_score: 359.7363, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8604, predictive_accuracy: 0.86, prior_entropy: 0.9991, recall: 0.86, relative_absolute_error: 0.2804, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7488, scimark_benchmark: 1316.5668, usercpu_time_millis: 90, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 50,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1362.9924,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1362.9924,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.8598, kappa: 0.7192, kb_relative_information_score: 359.7363, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8604, predictive_accuracy: 0.86, prior_entropy: 0.9991, recall: 0.86, relative_absolute_error: 0.2804, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7488, scimark_benchmark: 1303.5632, usercpu_time_millis: 70, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 40,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.8361, kappa: 0.672, kb_relative_information_score: 220.4399, mean_absolute_error: 0.2993, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8365, predictive_accuracy: 0.836, prior_entropy: 0.9991, recall: 0.836, relative_absolute_error: 0.5994, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.7261, scimark_benchmark: 1346.2927,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9207, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 242.4717, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.555, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.343, root_relative_squared_error: 0.6865, scimark_benchmark: 1360.6367, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.8361, kappa: 0.672, kb_relative_information_score: 220.4399, mean_absolute_error: 0.2993, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8365, predictive_accuracy: 0.836, prior_entropy: 0.9991, recall: 0.836, relative_absolute_error: 0.5994, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.7261, scimark_benchmark: 1336.0954,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.8598, kappa: 0.7192, kb_relative_information_score: 359.7363, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8604, predictive_accuracy: 0.86, prior_entropy: 0.9991, recall: 0.86, relative_absolute_error: 0.2804, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7488, scimark_benchmark: 1327.5842, usercpu_time_millis: 70, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 40,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.8598, kappa: 0.7192, kb_relative_information_score: 359.7363, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8604, predictive_accuracy: 0.86, prior_entropy: 0.9991, recall: 0.86, relative_absolute_error: 0.2804, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7488, scimark_benchmark: 1346.2927, usercpu_time_millis: 70, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 40,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1313.8988, 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 fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1336.0954,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9207, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 242.4717, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.555, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.343, root_relative_squared_error: 0.6865, scimark_benchmark: 1336.0954, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Joaquin Vanschoren 10 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8359, kappa: 0.6714, kb_relative_information_score: 279.2013, mean_absolute_error: 0.2335, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.836, predictive_accuracy: 0.836, prior_entropy: 0.9991, recall: 0.836, relative_absolute_error: 0.4676, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3407, root_relative_squared_error: 0.6818, scimark_benchmark: 1286.2211, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1324.8408,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.8361, kappa: 0.672, kb_relative_information_score: 220.4399, mean_absolute_error: 0.2993, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8365, predictive_accuracy: 0.836, prior_entropy: 0.9991, recall: 0.836, relative_absolute_error: 0.5994, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.7261, scimark_benchmark: 1340.9749,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8658, kappa: 0.7312, kb_relative_information_score: 279.0845, mean_absolute_error: 0.2395, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8665, predictive_accuracy: 0.866, prior_entropy: 0.9991, recall: 0.866, relative_absolute_error: 0.4796, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3161, root_relative_squared_error: 0.6325, scimark_benchmark: 1345.6844, usercpu_time_millis: 150, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 140,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.8536, kappa: 0.7068, kb_relative_information_score: 287.4092, mean_absolute_error: 0.2287, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8557, predictive_accuracy: 0.854, prior_entropy: 0.9991, recall: 0.854, relative_absolute_error: 0.4581, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3224, root_relative_squared_error: 0.6452, scimark_benchmark: 1309.4998, 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 fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1346.2927,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9207, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 242.4717, mean_absolute_error: 0.2772, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.555, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.343, root_relative_squared_error: 0.6865, scimark_benchmark: 1346.2927, 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 fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.8598, kappa: 0.7192, kb_relative_information_score: 359.7363, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8604, predictive_accuracy: 0.86, prior_entropy: 0.9991, recall: 0.86, relative_absolute_error: 0.2804, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7488, scimark_benchmark: 1342.8632, usercpu_time_millis: 80, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 40,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1322.3407,
Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8675, f_measure: 0.805, kappa: 0.61, kb_relative_information_score: 256.0432, mean_absolute_error: 0.2558, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8089, predictive_accuracy: 0.806, prior_entropy: 0.9991, recall: 0.806, relative_absolute_error: 0.5124, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3833, root_relative_squared_error: 0.7672, scimark_benchmark: 1317.2327, usercpu_time_millis: 160, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 150,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.8536, kappa: 0.7068, kb_relative_information_score: 287.4092, mean_absolute_error: 0.2287, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8557, predictive_accuracy: 0.854, prior_entropy: 0.9991, recall: 0.854, relative_absolute_error: 0.4581, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3224, root_relative_squared_error: 0.6452, scimark_benchmark: 1340.9749, 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 fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1333.202,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8375, kappa: 0.6746, kb_relative_information_score: 266.799, mean_absolute_error: 0.2504, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8399, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.7236, scimark_benchmark: 1296.8947,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1333.202,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.8375, kappa: 0.6746, kb_relative_information_score: 266.799, mean_absolute_error: 0.2504, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8399, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5014, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3616, root_relative_squared_error: 0.7236, scimark_benchmark: 936.4883,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1350.2591, 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 fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1350.2591,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 1350.2591,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.8361, kappa: 0.672, kb_relative_information_score: 220.4399, mean_absolute_error: 0.2993, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8365, predictive_accuracy: 0.836, prior_entropy: 0.9991, recall: 0.836, relative_absolute_error: 0.5994, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3628, root_relative_squared_error: 0.7261, scimark_benchmark: 1335.6555,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8581, f_measure: 0.7999, kappa: 0.5993, kb_relative_information_score: 217.1022, mean_absolute_error: 0.2954, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8, predictive_accuracy: 0.8, prior_entropy: 0.9991, recall: 0.8, relative_absolute_error: 0.5915, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3886, root_relative_squared_error: 0.7778,
Martijn Post 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.854, kappa: 0.7076, kb_relative_information_score: 242.2373, mean_absolute_error: 0.2787, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.854, predictive_accuracy: 0.854, prior_entropy: 0.9991, recall: 0.854, relative_absolute_error: 0.5582, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.339, root_relative_squared_error: 0.6785, scimark_benchmark: 1732.2066,
Martijn Post 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8401, f_measure: 0.8075, kappa: 0.6145, kb_relative_information_score: 297.9707, mean_absolute_error: 0.2051, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8091, predictive_accuracy: 0.808, prior_entropy: 0.9991, recall: 0.808, relative_absolute_error: 0.4107, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4108, root_relative_squared_error: 0.8222, scimark_benchmark: 1806.5905, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... etEval_BestFirst_NaiveBayes(3) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.806, kappa: 0.6113, kb_relative_information_score: 211.3879, mean_absolute_error: 0.3072, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.806, predictive_accuracy: 0.806, prior_entropy: 0.9991, recall: 0.806, relative_absolute_error: 0.6153, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3718, root_relative_squared_error: 0.7441, scimark_benchmark: 1887.4343, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... Eval_BestFirst_RandomForest(3) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8856, f_measure: 0.79, kappa: 0.5794, kb_relative_information_score: 262.978, mean_absolute_error: 0.244, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.79, predictive_accuracy: 0.79, prior_entropy: 0.9991, recall: 0.79, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.375, root_relative_squared_error: 0.7504, scimark_benchmark: 1806.5905, usercpu_time_millis: 62.4004, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 46.8003,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8462, f_measure: 0.8475, kappa: 0.6946, kb_relative_information_score: 347.714, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8502, predictive_accuracy: 0.848, prior_entropy: 0.9991, recall: 0.848, relative_absolute_error: 0.3044, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.7802,
William Raynaut 7 years ago
ran flow weka.kf.RandomForest(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8658, kappa: 0.7312, kb_relative_information_score: 279.0845, mean_absolute_error: 0.2395, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8665, predictive_accuracy: 0.866, prior_entropy: 0.9991, recall: 0.866, relative_absolute_error: 0.4796, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3161, root_relative_squared_error: 0.6325,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.854, kappa: 0.7076, kb_relative_information_score: 242.2373, mean_absolute_error: 0.2787, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.854, predictive_accuracy: 0.854, prior_entropy: 0.9991, recall: 0.854, relative_absolute_error: 0.5582, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.339, root_relative_squared_error: 0.6785,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8308, f_measure: 0.8317, kappa: 0.6629, kb_relative_information_score: 331.6842, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8327, predictive_accuracy: 0.832, prior_entropy: 0.9991, recall: 0.832, relative_absolute_error: 0.3364, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4099, root_relative_squared_error: 0.8203,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.7641, kappa: 0.5281, kb_relative_information_score: 207.1487, mean_absolute_error: 0.3059, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.7648, predictive_accuracy: 0.764, prior_entropy: 0.9991, recall: 0.764, relative_absolute_error: 0.6126, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.7948,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-NaiveBayes(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.8538, kappa: 0.7072, kb_relative_information_score: 240.4784, mean_absolute_error: 0.2805, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8545, predictive_accuracy: 0.854, prior_entropy: 0.9991, recall: 0.854, relative_absolute_error: 0.5616, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3412, root_relative_squared_error: 0.6829,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7392, f_measure: 0.7399, kappa: 0.4789, kb_relative_information_score: 238.7459, mean_absolute_error: 0.2611, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.7399, predictive_accuracy: 0.74, prior_entropy: 0.9991, recall: 0.74, relative_absolute_error: 0.5228, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.5088, root_relative_squared_error: 1.0182, scimark_benchmark: 1806.5905, usercpu_time_millis: 15.6001, usercpu_time_millis_testing: 15.6001,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... etEval_BestFirst_NaiveBayes(3) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.806, kappa: 0.6113, kb_relative_information_score: 211.3879, mean_absolute_error: 0.3072, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.806, predictive_accuracy: 0.806, prior_entropy: 0.9991, recall: 0.806, relative_absolute_error: 0.6153, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3718, root_relative_squared_error: 0.7441, scimark_benchmark: 1732.2066,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8861, f_measure: 0.7977, kappa: 0.5948, kb_relative_information_score: 267.634, mean_absolute_error: 0.2362, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.7983, predictive_accuracy: 0.798, prior_entropy: 0.9991, recall: 0.798, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3707, root_relative_squared_error: 0.7418,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8861, f_measure: 0.7977, kappa: 0.5948, kb_relative_information_score: 267.634, mean_absolute_error: 0.2362, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.7983, predictive_accuracy: 0.798, prior_entropy: 0.9991, recall: 0.798, relative_absolute_error: 0.4731, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3707, root_relative_squared_error: 0.7418,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-SMO(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8455, kappa: 0.6907, kb_relative_information_score: 306.0177, mean_absolute_error: 0.2058, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.848, predictive_accuracy: 0.846, prior_entropy: 0.9991, recall: 0.846, relative_absolute_error: 0.4121, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3507, root_relative_squared_error: 0.7018,
Martijn Post 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.854, kappa: 0.7076, kb_relative_information_score: 242.2373, mean_absolute_error: 0.2787, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.854, predictive_accuracy: 0.854, prior_entropy: 0.9991, recall: 0.854, relative_absolute_error: 0.5582, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.339, root_relative_squared_error: 0.6785, scimark_benchmark: 1850.8887, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... etEval_BestFirst_NaiveBayes(3) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.806, kappa: 0.6113, kb_relative_information_score: 211.3879, mean_absolute_error: 0.3072, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.806, predictive_accuracy: 0.806, prior_entropy: 0.9991, recall: 0.806, relative_absolute_error: 0.6153, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3718, root_relative_squared_error: 0.7441, scimark_benchmark: 1877.5305,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.854, kappa: 0.7076, kb_relative_information_score: 242.2373, mean_absolute_error: 0.2787, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.854, predictive_accuracy: 0.854, prior_entropy: 0.9991, recall: 0.854, relative_absolute_error: 0.5582, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.339, root_relative_squared_error: 0.6785,
William Raynaut 7 years ago
ran flow weka.kf.Standardize-J48(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8401, f_measure: 0.8075, kappa: 0.6145, kb_relative_information_score: 297.9707, mean_absolute_error: 0.2051, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8091, predictive_accuracy: 0.808, prior_entropy: 0.9991, recall: 0.808, relative_absolute_error: 0.4107, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4108, root_relative_squared_error: 0.8222,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_J48(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8337, f_measure: 0.7797, kappa: 0.5587, kb_relative_information_score: 240.189, mean_absolute_error: 0.2698, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.7803, predictive_accuracy: 0.78, prior_entropy: 0.9991, recall: 0.78, relative_absolute_error: 0.5404, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.413, root_relative_squared_error: 0.8265, scimark_benchmark: 1806.5905,
Random Bot 9 years ago
ran flow classif.J48(21) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8172, f_measure: 0.8186, kappa: 0.6377, kb_relative_information_score: 319.662, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8259, predictive_accuracy: 0.82, prior_entropy: 0.9991, recall: 0.82, relative_absolute_error: 0.3605, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4243, root_relative_squared_error: 0.8491,
Random Bot 9 years ago
ran flow classif.gbm(7) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8892, f_measure: 0.8899, kappa: 0.7794, kb_relative_information_score: 389.792, mean_absolute_error: 0.11, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8904, predictive_accuracy: 0.89, prior_entropy: 0.9991, recall: 0.89, relative_absolute_error: 0.2203, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3317, root_relative_squared_error: 0.6638,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8658, kappa: 0.7312, kb_relative_information_score: 279.0845, mean_absolute_error: 0.2395, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8665, predictive_accuracy: 0.866, prior_entropy: 0.9991, recall: 0.866, relative_absolute_error: 0.4796, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3161, root_relative_squared_error: 0.6325, scimark_benchmark: 943.1009, usercpu_time_millis: 170, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 150,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.86, kappa: 0.7196, kb_relative_information_score: 292.307, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.86, predictive_accuracy: 0.86, prior_entropy: 0.9991, recall: 0.86, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.6433, scimark_benchmark: 942.2392,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 232.5178, mean_absolute_error: 0.2869, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.7163, scimark_benchmark: 905.2959,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.8598, kappa: 0.7192, kb_relative_information_score: 359.7363, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8604, predictive_accuracy: 0.86, prior_entropy: 0.9991, recall: 0.86, relative_absolute_error: 0.2804, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7488, scimark_benchmark: 932.438, usercpu_time_millis: 80, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 40,
Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8675, f_measure: 0.805, kappa: 0.61, kb_relative_information_score: 256.0432, mean_absolute_error: 0.2558, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8089, predictive_accuracy: 0.806, prior_entropy: 0.9991, recall: 0.806, relative_absolute_error: 0.5124, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3833, root_relative_squared_error: 0.7672, scimark_benchmark: 905.2959,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bdk(3) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7524, f_measure: 0.7521, kappa: 0.5041, kb_relative_information_score: 251.5357, mean_absolute_error: 0.248, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.7528, predictive_accuracy: 0.752, prior_entropy: 0.9991, recall: 0.752, relative_absolute_error: 0.4966, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.498, root_relative_squared_error: 0.9966, usercpu_time_millis: 1.191, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 1.141,
Rafael Gomes Mantovani 9 years ago
ran flow classif.binomial(5) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8371, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 337.6954, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.3244, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4025, root_relative_squared_error: 0.8055, usercpu_time_millis: 0.687, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.629,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bartMachine(3) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8911, f_measure: 0.8919, kappa: 0.7834, kb_relative_information_score: 391.7957, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8925, predictive_accuracy: 0.892, prior_entropy: 0.9991, recall: 0.892, relative_absolute_error: 0.2163, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3286, root_relative_squared_error: 0.6577, usercpu_time_millis: 108.346, usercpu_time_millis_testing: 8.086, usercpu_time_millis_training: 100.26,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmnet(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8435, f_measure: 0.8439, kappa: 0.6874, kb_relative_information_score: 343.7065, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.844, predictive_accuracy: 0.844, prior_entropy: 0.9991, recall: 0.844, relative_absolute_error: 0.3124, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.395, root_relative_squared_error: 0.7904, usercpu_time_millis: 0.488, usercpu_time_millis_testing: 0.215, usercpu_time_millis_training: 0.273,
Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(20) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, f_measure: 0.8075, kappa: 0.6145, kb_relative_information_score: 307.6397, mean_absolute_error: 0.192, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8091, predictive_accuracy: 0.808, prior_entropy: 0.9991, recall: 0.808, relative_absolute_error: 0.3845, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4382, root_relative_squared_error: 0.8769, usercpu_time_millis: 2.818, usercpu_time_millis_testing: 0.962, usercpu_time_millis_training: 1.856,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mda(1) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8389, f_measure: 0.8398, kappa: 0.679, kb_relative_information_score: 339.6991, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8405, predictive_accuracy: 0.84, prior_entropy: 0.9991, recall: 0.84, relative_absolute_error: 0.3204, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4, root_relative_squared_error: 0.8005, usercpu_time_millis: 1.365, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 1.314,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lqa(5) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8435, f_measure: 0.8439, kappa: 0.6874, kb_relative_information_score: 343.7065, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.844, predictive_accuracy: 0.844, prior_entropy: 0.9991, recall: 0.844, relative_absolute_error: 0.3124, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.395, root_relative_squared_error: 0.7904, usercpu_time_millis: 0.552, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 0.533,
Rafael Gomes Mantovani 9 years ago
ran flow classif.naiveBayes(5) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8557, f_measure: 0.856, kappa: 0.7115, kb_relative_information_score: 355.7288, mean_absolute_error: 0.144, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.856, predictive_accuracy: 0.856, prior_entropy: 0.9991, recall: 0.856, relative_absolute_error: 0.2884, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3795, root_relative_squared_error: 0.7594, usercpu_time_millis: 0.577, usercpu_time_millis_testing: 0.422, usercpu_time_millis_training: 0.155,
Rafael Gomes Mantovani 9 years ago
ran flow classif.neuralnet(3) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.828, f_measure: 0.8293, kappa: 0.6583, kb_relative_information_score: 329.6805, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8327, predictive_accuracy: 0.83, prior_entropy: 0.9991, recall: 0.83, relative_absolute_error: 0.3404, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.8252, usercpu_time_millis: 26.771, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 26.745,
Rafael Gomes Mantovani 9 years ago
ran flow classif.qda(2) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8352, f_measure: 0.8359, kappa: 0.6712, kb_relative_information_score: 335.6917, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8362, predictive_accuracy: 0.836, prior_entropy: 0.9991, recall: 0.836, relative_absolute_error: 0.3284, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.405, root_relative_squared_error: 0.8105, usercpu_time_millis: 0.202, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.15,
Rafael Gomes Mantovani 9 years ago
ran flow classif.boosting(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.874, kappa: 0.7478, kb_relative_information_score: 373.7623, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8741, predictive_accuracy: 0.874, prior_entropy: 0.9991, recall: 0.874, relative_absolute_error: 0.2523, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.355, root_relative_squared_error: 0.7104, usercpu_time_millis: 389.906, usercpu_time_millis_testing: 5.635, usercpu_time_millis_training: 384.271,
Rafael Gomes Mantovani 9 years ago
ran flow classif.saeDNN(3) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6122, f_measure: 0.6003, kappa: 0.2277, kb_relative_information_score: 119.2905, mean_absolute_error: 0.38, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.6379, predictive_accuracy: 0.62, prior_entropy: 0.9991, recall: 0.62, relative_absolute_error: 0.761, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.6164, root_relative_squared_error: 1.2337, usercpu_time_millis: 0.381, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.358,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xyf(2) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7377, f_measure: 0.738, kappa: 0.4754, kb_relative_information_score: 237.5097, mean_absolute_error: 0.262, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.738, predictive_accuracy: 0.738, prior_entropy: 0.9991, recall: 0.738, relative_absolute_error: 0.5247, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.5119, root_relative_squared_error: 1.0244, usercpu_time_millis: 1.63, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 1.55,
Rafael Gomes Mantovani 9 years ago
ran flow classif.blackboost(2) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.8598, kappa: 0.7192, kb_relative_information_score: 359.7363, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8606, predictive_accuracy: 0.86, prior_entropy: 0.9991, recall: 0.86, relative_absolute_error: 0.2804, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7488, usercpu_time_millis: 2.836, usercpu_time_millis_testing: 0.22, usercpu_time_millis_training: 2.616,
Rafael Gomes Mantovani 9 years ago
ran flow classif.hdrda(2) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.838, kappa: 0.6754, kb_relative_information_score: 337.6954, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.838, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.3244, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4025, root_relative_squared_error: 0.8055, usercpu_time_millis: 0.677, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.613,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ksvm(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.8638, kappa: 0.7271, kb_relative_information_score: 363.7437, mean_absolute_error: 0.136, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8649, predictive_accuracy: 0.864, prior_entropy: 0.9991, recall: 0.864, relative_absolute_error: 0.2724, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3688, root_relative_squared_error: 0.738, usercpu_time_millis: 0.503, usercpu_time_millis_testing: 0.086, usercpu_time_millis_training: 0.417,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lda(9) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8395, f_measure: 0.8399, kappa: 0.6794, kb_relative_information_score: 339.6991, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.84, predictive_accuracy: 0.84, prior_entropy: 0.9991, recall: 0.84, relative_absolute_error: 0.3204, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4, root_relative_squared_error: 0.8005, usercpu_time_millis: 0.222, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.166,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(3) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7969, f_measure: 0.796, kappa: 0.5924, kb_relative_information_score: 295.6174, mean_absolute_error: 0.204, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.7977, predictive_accuracy: 0.796, prior_entropy: 0.9991, recall: 0.796, relative_absolute_error: 0.4085, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4517, root_relative_squared_error: 0.9039, usercpu_time_millis: 0.534, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.48,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnTrain(3) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.641, f_measure: 0.6417, kappa: 0.2823, kb_relative_information_score: 141.3313, mean_absolute_error: 0.358, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.6417, predictive_accuracy: 0.642, prior_entropy: 0.9991, recall: 0.642, relative_absolute_error: 0.7169, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.5983, root_relative_squared_error: 1.1974, usercpu_time_millis: 0.219, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.201,
Rafael Gomes Mantovani 9 years ago
ran flow classif.OneR(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.613, f_measure: 0.6137, kappa: 0.2262, kb_relative_information_score: 113.2793, mean_absolute_error: 0.386, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.6137, predictive_accuracy: 0.614, prior_entropy: 0.9991, recall: 0.614, relative_absolute_error: 0.773, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.6213, root_relative_squared_error: 1.2434, usercpu_time_millis: 1.276, usercpu_time_millis_testing: 0.424, usercpu_time_millis_training: 0.852,
Rafael Gomes Mantovani 9 years ago
ran flow classif.PART(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8023, f_measure: 0.8034, kappa: 0.6064, kb_relative_information_score: 303.6322, mean_absolute_error: 0.196, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8054, predictive_accuracy: 0.804, prior_entropy: 0.9991, recall: 0.804, relative_absolute_error: 0.3925, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4427, root_relative_squared_error: 0.886, usercpu_time_millis: 2.405, usercpu_time_millis_testing: 0.791, usercpu_time_millis_training: 1.614,
Rafael Gomes Mantovani 9 years ago
ran flow classif.plr(4) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8371, f_measure: 0.8378, kappa: 0.6752, kb_relative_information_score: 337.6954, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8382, predictive_accuracy: 0.838, prior_entropy: 0.9991, recall: 0.838, relative_absolute_error: 0.3244, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.4025, root_relative_squared_error: 0.8055, usercpu_time_millis: 0.521, usercpu_time_millis_testing: 0.029, usercpu_time_millis_training: 0.492,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForest(42) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8711, f_measure: 0.8719, kappa: 0.7433, kb_relative_information_score: 371.7585, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8724, predictive_accuracy: 0.872, prior_entropy: 0.9991, recall: 0.872, relative_absolute_error: 0.2563, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3578, root_relative_squared_error: 0.716, usercpu_time_millis: 4.618, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 4.521,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rotationForest(3) on task Supervised Classification on data set fri_c0_500_10
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8471, f_measure: 0.8478, kappa: 0.6952, kb_relative_information_score: 347.714, mean_absolute_error: 0.152, mean_prior_absolute_error: 0.4994, number_of_instances: 500, precision: 0.8483, predictive_accuracy: 0.848, prior_entropy: 0.9991, recall: 0.848, relative_absolute_error: 0.3044, root_mean_prior_squared_error: 0.4997, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.7802, usercpu_time_millis: 5.743, usercpu_time_millis_testing: 0.58, usercpu_time_millis_training: 5.163,