OpenML
ID's
Sort: best match
547 results
Filter results by:
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_J48(2) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9441, build_cpu_time: 0.3949, build_memory: 47047004, f_measure: 0.8435, kappa: 0.6803, kb_relative_information_score: 138.8304, mean_absolute_error: 0.2352, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8437, predictive_accuracy: 0.844, prior_entropy: 0.9868, recall: 0.844, relative_absolute_error: 0.4793, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.314, root_relative_squared_error: 0.6338, scimark_benchmark: 946.8247,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_J48(2) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, build_cpu_time: 0.2042, build_memory: 205796900.8, f_measure: 0.8388, kappa: 0.6703, kb_relative_information_score: 135.3037, mean_absolute_error: 0.2426, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8405, predictive_accuracy: 0.84, prior_entropy: 0.9868, recall: 0.84, relative_absolute_error: 0.4943, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.6448, scimark_benchmark: 933.3831,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.8199, kappa: 0.6328, kb_relative_information_score: 151.441, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8198, predictive_accuracy: 0.82, prior_entropy: 0.9868, recall: 0.82, relative_absolute_error: 0.4024, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.7363, scimark_benchmark: 1320.9387, 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 fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8435, kappa: 0.6803, kb_relative_information_score: 116.3168, mean_absolute_error: 0.282, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8437, predictive_accuracy: 0.844, prior_entropy: 0.9868, recall: 0.844, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3466, root_relative_squared_error: 0.6997, scimark_benchmark: 1314.7093, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.792, kappa: 0.5762, kb_relative_information_score: 119.5228, mean_absolute_error: 0.266, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.792, predictive_accuracy: 0.792, prior_entropy: 0.9868, recall: 0.792, relative_absolute_error: 0.542, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3818, root_relative_squared_error: 0.7708, scimark_benchmark: 1360.6367, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5833, f_measure: 0.5677, kappa: 0.1151, kb_relative_information_score: 19.8126, mean_absolute_error: 0.4521, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5664, predictive_accuracy: 0.572, prior_entropy: 0.9868, recall: 0.572, relative_absolute_error: 0.9211, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5335, root_relative_squared_error: 1.077, scimark_benchmark: 1341.5795, usercpu_time_millis: 150, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 130,
Jan van Rijn 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.8275, kappa: 0.6476, kb_relative_information_score: 144.6325, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8276, predictive_accuracy: 0.828, prior_entropy: 0.9868, recall: 0.828, relative_absolute_error: 0.4373, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.6651, scimark_benchmark: 1354.3488,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.8275, kappa: 0.6476, kb_relative_information_score: 144.6325, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8276, predictive_accuracy: 0.828, prior_entropy: 0.9868, recall: 0.828, relative_absolute_error: 0.4373, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.6651, scimark_benchmark: 1322.7257, 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 fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8108, kappa: 0.6131, kb_relative_information_score: 65.7085, mean_absolute_error: 0.3843, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8118, predictive_accuracy: 0.812, prior_entropy: 0.9868, recall: 0.812, relative_absolute_error: 0.783, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.404, root_relative_squared_error: 0.8156, scimark_benchmark: 1326.8946, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8108, kappa: 0.6131, kb_relative_information_score: 65.7085, mean_absolute_error: 0.3843, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8118, predictive_accuracy: 0.812, prior_entropy: 0.9868, recall: 0.812, relative_absolute_error: 0.783, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.404, root_relative_squared_error: 0.8156, scimark_benchmark: 1322.7257, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
Jan van Rijn 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1354.3488, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.792, kappa: 0.5762, kb_relative_information_score: 119.5228, mean_absolute_error: 0.266, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.792, predictive_accuracy: 0.792, prior_entropy: 0.9868, recall: 0.792, relative_absolute_error: 0.542, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3818, root_relative_squared_error: 0.7708, scimark_benchmark: 1358.6198, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5833, f_measure: 0.5677, kappa: 0.1151, kb_relative_information_score: 19.8126, mean_absolute_error: 0.4521, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5664, predictive_accuracy: 0.572, prior_entropy: 0.9868, recall: 0.572, relative_absolute_error: 0.9211, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5335, root_relative_squared_error: 1.077, scimark_benchmark: 1322.3407, usercpu_time_millis: 230, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 210,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1338.5214, 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_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1345.6844, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.8199, kappa: 0.6328, kb_relative_information_score: 151.441, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8198, predictive_accuracy: 0.82, prior_entropy: 0.9868, recall: 0.82, relative_absolute_error: 0.4024, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.7363, scimark_benchmark: 1335.2357, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5053, f_measure: 0.5087, kappa: 0.0111, kb_relative_information_score: 13.788, mean_absolute_error: 0.46, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5158, predictive_accuracy: 0.54, prior_entropy: 0.9868, recall: 0.54, relative_absolute_error: 0.9372, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6782, root_relative_squared_error: 1.3692, scimark_benchmark: 1334.863, usercpu_time_millis: 100, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 50,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1393.8432, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.8275, kappa: 0.6476, kb_relative_information_score: 144.6325, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8276, predictive_accuracy: 0.828, prior_entropy: 0.9868, recall: 0.828, relative_absolute_error: 0.4373, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.6651, scimark_benchmark: 929.0363,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1362.9924, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8108, kappa: 0.6131, kb_relative_information_score: 65.7085, mean_absolute_error: 0.3843, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8118, predictive_accuracy: 0.812, prior_entropy: 0.9868, recall: 0.812, relative_absolute_error: 0.783, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.404, root_relative_squared_error: 0.8156, scimark_benchmark: 1331.7953, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.8199, kappa: 0.6328, kb_relative_information_score: 151.441, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8198, predictive_accuracy: 0.82, prior_entropy: 0.9868, recall: 0.82, relative_absolute_error: 0.4024, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.7363, scimark_benchmark: 1322.3407, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1286.2211, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.792, kappa: 0.5762, kb_relative_information_score: 119.5228, mean_absolute_error: 0.266, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.792, predictive_accuracy: 0.792, prior_entropy: 0.9868, recall: 0.792, relative_absolute_error: 0.542, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3818, root_relative_squared_error: 0.7708, scimark_benchmark: 1336.0954, 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 fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1325.8468, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.8275, kappa: 0.6476, kb_relative_information_score: 144.6325, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8276, predictive_accuracy: 0.828, prior_entropy: 0.9868, recall: 0.828, relative_absolute_error: 0.4373, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.6651, scimark_benchmark: 1317.5857, 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_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 908.2231, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1350.7721, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1319.4538, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1319.4538, 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_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1318.4315, 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_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1353.0836, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5053, f_measure: 0.5087, kappa: 0.0111, kb_relative_information_score: 13.788, mean_absolute_error: 0.46, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5158, predictive_accuracy: 0.54, prior_entropy: 0.9868, recall: 0.54, relative_absolute_error: 0.9372, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6782, root_relative_squared_error: 1.3692, scimark_benchmark: 1346.2927, usercpu_time_millis: 100, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 50,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1324.7884, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8435, kappa: 0.6803, kb_relative_information_score: 116.3168, mean_absolute_error: 0.282, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8437, predictive_accuracy: 0.844, prior_entropy: 0.9868, recall: 0.844, relative_absolute_error: 0.5745, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3466, root_relative_squared_error: 0.6997, scimark_benchmark: 1324.7884, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.8199, kappa: 0.6328, kb_relative_information_score: 151.441, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8198, predictive_accuracy: 0.82, prior_entropy: 0.9868, recall: 0.82, relative_absolute_error: 0.4024, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.7363, scimark_benchmark: 1324.9519,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8108, kappa: 0.6131, kb_relative_information_score: 65.7085, mean_absolute_error: 0.3843, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8118, predictive_accuracy: 0.812, prior_entropy: 0.9868, recall: 0.812, relative_absolute_error: 0.783, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.404, root_relative_squared_error: 0.8156, scimark_benchmark: 1332.9478, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1350.2591, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.8199, kappa: 0.6328, kb_relative_information_score: 151.441, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8198, predictive_accuracy: 0.82, prior_entropy: 0.9868, recall: 0.82, relative_absolute_error: 0.4024, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.7363, scimark_benchmark: 1296.8947, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.8199, kappa: 0.6328, kb_relative_information_score: 151.441, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8198, predictive_accuracy: 0.82, prior_entropy: 0.9868, recall: 0.82, relative_absolute_error: 0.4024, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.7363, scimark_benchmark: 936.4883, 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_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1306.9281, 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_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 1306.9281,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.8275, kappa: 0.6476, kb_relative_information_score: 144.6325, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8276, predictive_accuracy: 0.828, prior_entropy: 0.9868, recall: 0.828, relative_absolute_error: 0.4373, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.6651, scimark_benchmark: 1324.6442, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
Martijn Post 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.8758, kappa: 0.7465, kb_relative_information_score: 180.1028, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8758, predictive_accuracy: 0.876, prior_entropy: 0.9868, recall: 0.876, relative_absolute_error: 0.2846, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.7009, scimark_benchmark: 1806.5905,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.8754, kappa: 0.7454, kb_relative_information_score: 163.1716, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8762, predictive_accuracy: 0.876, prior_entropy: 0.9868, recall: 0.876, relative_absolute_error: 0.363, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3088, root_relative_squared_error: 0.6233,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8335, f_measure: 0.8361, kappa: 0.6662, kb_relative_information_score: 164.6665, mean_absolute_error: 0.167, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8362, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.3402, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4032, root_relative_squared_error: 0.814, scimark_benchmark: 1806.5905,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.8523, kappa: 0.7001, kb_relative_information_score: 160.1865, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8534, predictive_accuracy: 0.852, prior_entropy: 0.9868, recall: 0.852, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.6549,
William Raynaut 7 years ago
ran flow weka.kf.ZeroR(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.487, f_measure: 0.4115, kb_relative_information_score: -0.0698, mean_absolute_error: 0.4909, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.3226, predictive_accuracy: 0.568, prior_entropy: 0.9868, recall: 0.568, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4954, root_relative_squared_error: 1.0001,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7217, f_measure: 0.68, kappa: 0.3479, kb_relative_information_score: 46.882, mean_absolute_error: 0.4089, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.68, predictive_accuracy: 0.68, prior_entropy: 0.9868, recall: 0.68, relative_absolute_error: 0.8331, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4618, root_relative_squared_error: 0.9322,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-J48(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.8758, kappa: 0.7465, kb_relative_information_score: 180.1028, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8758, predictive_accuracy: 0.876, prior_entropy: 0.9868, recall: 0.876, relative_absolute_error: 0.2846, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.7009,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-NaiveBayes(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.636, f_measure: 0.6145, kappa: 0.2123, kb_relative_information_score: 29.2178, mean_absolute_error: 0.4366, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.6137, predictive_accuracy: 0.616, prior_entropy: 0.9868, recall: 0.616, relative_absolute_error: 0.8896, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4945, root_relative_squared_error: 0.9982,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4115, kb_relative_information_score: 28.1628, mean_absolute_error: 0.432, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.3226, predictive_accuracy: 0.568, prior_entropy: 0.9868, recall: 0.568, relative_absolute_error: 0.8802, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6573, root_relative_squared_error: 1.3269,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6288, f_measure: 0.638, kappa: 0.2599, kb_relative_information_score: 65.1268, mean_absolute_error: 0.36, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.6373, predictive_accuracy: 0.64, prior_entropy: 0.9868, recall: 0.64, relative_absolute_error: 0.7335, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6, root_relative_squared_error: 1.2113,
William Raynaut 7 years ago
ran flow weka.kf.RandomForest(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8108, kappa: 0.6131, kb_relative_information_score: 65.7085, mean_absolute_error: 0.3843, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8118, predictive_accuracy: 0.812, prior_entropy: 0.9868, recall: 0.812, relative_absolute_error: 0.783, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.404, root_relative_squared_error: 0.8156,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6475, f_measure: 0.6572, kappa: 0.2986, kb_relative_information_score: 75.3945, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.657, predictive_accuracy: 0.66, prior_entropy: 0.9868, recall: 0.66, relative_absolute_error: 0.6927, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5831, root_relative_squared_error: 1.1771,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.812, f_measure: 0.751, kappa: 0.4913, kb_relative_information_score: 112.2073, mean_absolute_error: 0.2736, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.7509, predictive_accuracy: 0.752, prior_entropy: 0.9868, recall: 0.752, relative_absolute_error: 0.5574, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4387, root_relative_squared_error: 0.8857,
Martijn Post 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6354, f_measure: 0.6049, kappa: 0.1975, kb_relative_information_score: 31.079, mean_absolute_error: 0.4311, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.6063, predictive_accuracy: 0.604, prior_entropy: 0.9868, recall: 0.604, relative_absolute_error: 0.8784, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5045, root_relative_squared_error: 1.0184, scimark_benchmark: 1850.8887,
William Raynaut 7 years ago
ran flow weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6354, f_measure: 0.6049, kappa: 0.1975, kb_relative_information_score: 31.079, mean_absolute_error: 0.4311, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.6063, predictive_accuracy: 0.604, prior_entropy: 0.9868, recall: 0.604, relative_absolute_error: 0.8784, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.5045, root_relative_squared_error: 1.0184,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... etEval_BestFirst_NaiveBayes(3) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6826, f_measure: 0.6235, kappa: 0.2292, kb_relative_information_score: 29.4998, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.6235, predictive_accuracy: 0.628, prior_entropy: 0.9868, recall: 0.628, relative_absolute_error: 0.8965, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.474, root_relative_squared_error: 0.9569, scimark_benchmark: 1877.5305,
William Raynaut 7 years ago
ran flow weka.kf.Standardize-J48(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.8758, kappa: 0.7465, kb_relative_information_score: 180.1028, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8758, predictive_accuracy: 0.876, prior_entropy: 0.9868, recall: 0.876, relative_absolute_error: 0.2846, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.7009,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... Eval_BestFirst_RandomForest(3) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.8879, kappa: 0.7713, kb_relative_information_score: 166.5242, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8879, predictive_accuracy: 0.888, prior_entropy: 0.9868, recall: 0.888, relative_absolute_error: 0.3524, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.2928, root_relative_squared_error: 0.5911, scimark_benchmark: 1806.5905, usercpu_time_millis: 31.2002, usercpu_time_millis_training: 31.2002,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_J48(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8868, f_measure: 0.8482, kappa: 0.691, kb_relative_information_score: 161.7607, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8484, predictive_accuracy: 0.848, prior_entropy: 0.9868, recall: 0.848, relative_absolute_error: 0.3624, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.364, root_relative_squared_error: 0.7349, scimark_benchmark: 1806.5905,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7391, f_measure: 0.6777, kappa: 0.3406, kb_relative_information_score: 63.3194, mean_absolute_error: 0.3706, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.6776, predictive_accuracy: 0.68, prior_entropy: 0.9868, recall: 0.68, relative_absolute_error: 0.7551, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4579, root_relative_squared_error: 0.9244,
Random Bot 9 years ago
ran flow classif.randomForest(54) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7137, f_measure: 0.7272, kappa: 0.4503, kb_relative_information_score: 118.5191, mean_absolute_error: 0.256, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.7711, predictive_accuracy: 0.744, prior_entropy: 0.9868, recall: 0.744, relative_absolute_error: 0.5216, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.506, root_relative_squared_error: 1.0214,
William Raynaut 7 years ago
ran flow weka.kf.RandomSubspace(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8998, f_measure: 0.8143, kappa: 0.62, kb_relative_information_score: 75.1534, mean_absolute_error: 0.3664, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8165, predictive_accuracy: 0.816, prior_entropy: 0.9868, recall: 0.816, relative_absolute_error: 0.7465, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3921, root_relative_squared_error: 0.7916,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8108, kappa: 0.6131, kb_relative_information_score: 65.7085, mean_absolute_error: 0.3843, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8118, predictive_accuracy: 0.812, prior_entropy: 0.9868, recall: 0.812, relative_absolute_error: 0.783, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.404, root_relative_squared_error: 0.8156, scimark_benchmark: 947.1781, usercpu_time_millis: 120, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 110,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8359, kappa: 0.6654, kb_relative_information_score: 146.8688, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8358, predictive_accuracy: 0.836, prior_entropy: 0.9868, recall: 0.836, relative_absolute_error: 0.428, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3264, root_relative_squared_error: 0.659, scimark_benchmark: 905.2959,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5053, f_measure: 0.5087, kappa: 0.0111, kb_relative_information_score: 13.788, mean_absolute_error: 0.46, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5158, predictive_accuracy: 0.54, prior_entropy: 0.9868, recall: 0.54, relative_absolute_error: 0.9372, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6782, root_relative_squared_error: 1.3692, scimark_benchmark: 906.0979,
Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8597, f_measure: 0.8031, kappa: 0.5975, kb_relative_information_score: 137.6243, mean_absolute_error: 0.2255, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8034, predictive_accuracy: 0.804, prior_entropy: 0.9868, recall: 0.804, relative_absolute_error: 0.4594, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4014, root_relative_squared_error: 0.8103, scimark_benchmark: 905.2959,
Rafael Gomes Mantovani 9 years ago
ran flow classif.sparseLDA(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5797, f_measure: 0.5878, kappa: 0.1595, kb_relative_information_score: 38.4306, mean_absolute_error: 0.412, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5875, predictive_accuracy: 0.588, prior_entropy: 0.9868, recall: 0.588, relative_absolute_error: 0.8394, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6419, root_relative_squared_error: 1.2958, usercpu_time_millis: 1.826, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 1.782,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rda(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5799, f_measure: 0.5897, kappa: 0.1612, kb_relative_information_score: 40.4841, mean_absolute_error: 0.408, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5887, predictive_accuracy: 0.592, prior_entropy: 0.9868, recall: 0.592, relative_absolute_error: 0.8313, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6387, root_relative_squared_error: 1.2895, usercpu_time_millis: 25.092, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 24.93,
Rafael Gomes Mantovani 9 years ago
ran flow classif.saeDNN(3) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.4737, kappa: 0.0007, kb_relative_information_score: 19.9486, mean_absolute_error: 0.448, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5099, predictive_accuracy: 0.552, prior_entropy: 0.9868, recall: 0.552, relative_absolute_error: 0.9127, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6693, root_relative_squared_error: 1.3512, usercpu_time_millis: 0.371, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.329,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mda(1) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.603, f_measure: 0.6113, kappa: 0.2067, kb_relative_information_score: 50.7519, mean_absolute_error: 0.388, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.6108, predictive_accuracy: 0.612, prior_entropy: 0.9868, recall: 0.612, relative_absolute_error: 0.7905, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6229, root_relative_squared_error: 1.2575, usercpu_time_millis: 1.601, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 1.497,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(3) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.596, f_measure: 0.6038, kappa: 0.1922, kb_relative_information_score: 46.6448, mean_absolute_error: 0.396, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.6036, predictive_accuracy: 0.604, prior_entropy: 0.9868, recall: 0.604, relative_absolute_error: 0.8068, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6293, root_relative_squared_error: 1.2704, usercpu_time_millis: 1.035, usercpu_time_millis_testing: 0.102, usercpu_time_millis_training: 0.933,
Rafael Gomes Mantovani 9 years ago
ran flow classif.OneR(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7894, f_measure: 0.7953, kappa: 0.582, kb_relative_information_score: 145.2153, mean_absolute_error: 0.204, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.7953, predictive_accuracy: 0.796, prior_entropy: 0.9868, recall: 0.796, relative_absolute_error: 0.4156, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4517, root_relative_squared_error: 0.9118, usercpu_time_millis: 2.899, usercpu_time_millis_testing: 1.105, usercpu_time_millis_training: 1.794,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nodeHarvest(3) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7848, f_measure: 0.7912, kappa: 0.5733, kb_relative_information_score: 143.1617, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.7913, predictive_accuracy: 0.792, prior_entropy: 0.9868, recall: 0.792, relative_absolute_error: 0.4238, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4561, root_relative_squared_error: 0.9207, usercpu_time_millis: 150.41, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 150.246,
Rafael Gomes Mantovani 9 years ago
ran flow classif.probit(3) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5867, f_measure: 0.5953, kappa: 0.174, kb_relative_information_score: 42.5377, mean_absolute_error: 0.404, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5947, predictive_accuracy: 0.596, prior_entropy: 0.9868, recall: 0.596, relative_absolute_error: 0.8231, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6356, root_relative_squared_error: 1.2831, usercpu_time_millis: 0.825, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.733,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ranger(3) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8142, f_measure: 0.8251, kappa: 0.642, kb_relative_information_score: 161.6437, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8324, predictive_accuracy: 0.828, prior_entropy: 0.9868, recall: 0.828, relative_absolute_error: 0.3504, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4147, root_relative_squared_error: 0.8372, usercpu_time_millis: 3.38, usercpu_time_millis_testing: 0.206, usercpu_time_millis_training: 3.174,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rpart(38) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8218, f_measure: 0.8242, kappa: 0.6422, kb_relative_information_score: 159.5902, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8245, predictive_accuracy: 0.824, prior_entropy: 0.9868, recall: 0.824, relative_absolute_error: 0.3586, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4195, root_relative_squared_error: 0.8469, usercpu_time_millis: 0.463, usercpu_time_millis_testing: 0.136, usercpu_time_millis_training: 0.327,
Rafael Gomes Mantovani 9 years ago
ran flow classif.sda(5) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5669, f_measure: 0.5755, kappa: 0.1341, kb_relative_information_score: 32.2699, mean_absolute_error: 0.424, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5751, predictive_accuracy: 0.576, prior_entropy: 0.9868, recall: 0.576, relative_absolute_error: 0.8639, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6512, root_relative_squared_error: 1.3145, usercpu_time_millis: 0.497, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 0.473,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(5) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.568, f_measure: 0.576, kappa: 0.136, kb_relative_information_score: 32.2699, mean_absolute_error: 0.424, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.576, predictive_accuracy: 0.576, prior_entropy: 0.9868, recall: 0.576, relative_absolute_error: 0.8639, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6512, root_relative_squared_error: 1.3145, usercpu_time_millis: 5.132, usercpu_time_millis_testing: 0.654, usercpu_time_millis_training: 4.478,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bdk(3) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.57, f_measure: 0.5737, kappa: 0.1384, kb_relative_information_score: 30.2164, mean_absolute_error: 0.428, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5777, predictive_accuracy: 0.572, prior_entropy: 0.9868, recall: 0.572, relative_absolute_error: 0.872, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6542, root_relative_squared_error: 1.3207, usercpu_time_millis: 1.673, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 1.634,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ada(5) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8524, f_measure: 0.8591, kappa: 0.7118, kb_relative_information_score: 178.0721, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8605, predictive_accuracy: 0.86, prior_entropy: 0.9868, recall: 0.86, relative_absolute_error: 0.2852, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7553, usercpu_time_millis: 37.389, usercpu_time_millis_testing: 6.732, usercpu_time_millis_training: 30.657,
Rafael Gomes Mantovani 9 years ago
ran flow classif.blackboost(2) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.519, f_measure: 0.4911, kappa: 0.0418, kb_relative_information_score: 30.2164, mean_absolute_error: 0.428, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5526, predictive_accuracy: 0.572, prior_entropy: 0.9868, recall: 0.572, relative_absolute_error: 0.872, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6542, root_relative_squared_error: 1.3207, usercpu_time_millis: 2.989, usercpu_time_millis_testing: 0.342, usercpu_time_millis_training: 2.647,
Rafael Gomes Mantovani 9 years ago
ran flow classif.J48(20) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.872, f_measure: 0.8758, kappa: 0.7465, kb_relative_information_score: 186.2863, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8758, predictive_accuracy: 0.876, prior_entropy: 0.9868, recall: 0.876, relative_absolute_error: 0.2526, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.3521, root_relative_squared_error: 0.7109, usercpu_time_millis: 3.158, usercpu_time_millis_testing: 1.208, usercpu_time_millis_training: 1.95,
Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(7) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7909, f_measure: 0.8012, kappa: 0.5929, kb_relative_information_score: 149.3224, mean_absolute_error: 0.196, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8062, predictive_accuracy: 0.804, prior_entropy: 0.9868, recall: 0.804, relative_absolute_error: 0.3993, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4427, root_relative_squared_error: 0.8937, usercpu_time_millis: 3.017, usercpu_time_millis_testing: 0.878, usercpu_time_millis_training: 2.139,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ksvm(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5181, f_measure: 0.5226, kappa: 0.0381, kb_relative_information_score: 19.9486, mean_absolute_error: 0.448, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5314, predictive_accuracy: 0.552, prior_entropy: 0.9868, recall: 0.552, relative_absolute_error: 0.9127, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6693, root_relative_squared_error: 1.3512, usercpu_time_millis: 0.84, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 0.68,
Rafael Gomes Mantovani 9 years ago
ran flow classif.kknn(2) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5299, f_measure: 0.5407, kappa: 0.0604, kb_relative_information_score: 15.8415, mean_absolute_error: 0.456, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5391, predictive_accuracy: 0.544, prior_entropy: 0.9868, recall: 0.544, relative_absolute_error: 0.929, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6753, root_relative_squared_error: 1.3632, usercpu_time_millis: 0.424, usercpu_time_millis_testing: 0.403, usercpu_time_millis_training: 0.021,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL1LogReg(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.581, f_measure: 0.5904, kappa: 0.1631, kb_relative_information_score: 40.4841, mean_absolute_error: 0.408, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5895, predictive_accuracy: 0.592, prior_entropy: 0.9868, recall: 0.592, relative_absolute_error: 0.8313, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6387, root_relative_squared_error: 1.2895, usercpu_time_millis: 0.143, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 0.128,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lda(9) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5751, f_measure: 0.5835, kappa: 0.1504, kb_relative_information_score: 36.377, mean_absolute_error: 0.416, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5831, predictive_accuracy: 0.584, prior_entropy: 0.9868, recall: 0.584, relative_absolute_error: 0.8476, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.645, root_relative_squared_error: 1.3021, usercpu_time_millis: 0.558, usercpu_time_millis_testing: 0.152, usercpu_time_millis_training: 0.406,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL2LogReg(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5728, f_measure: 0.5824, kappa: 0.1466, kb_relative_information_score: 36.377, mean_absolute_error: 0.416, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5814, predictive_accuracy: 0.584, prior_entropy: 0.9868, recall: 0.584, relative_absolute_error: 0.8476, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.645, root_relative_squared_error: 1.3021, usercpu_time_millis: 0.087, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 0.073,
Rafael Gomes Mantovani 9 years ago
ran flow classif.logreg(7) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5856, f_measure: 0.5947, kappa: 0.1722, kb_relative_information_score: 42.5377, mean_absolute_error: 0.404, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5939, predictive_accuracy: 0.596, prior_entropy: 0.9868, recall: 0.596, relative_absolute_error: 0.8231, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6356, root_relative_squared_error: 1.2831, usercpu_time_millis: 0.808, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 0.694,
Rafael Gomes Mantovani 9 years ago
ran flow classif.lqa(5) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.6021, kappa: 0.1868, kb_relative_information_score: 46.6448, mean_absolute_error: 0.396, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.6012, predictive_accuracy: 0.604, prior_entropy: 0.9868, recall: 0.604, relative_absolute_error: 0.8068, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6293, root_relative_squared_error: 1.2704, usercpu_time_millis: 1.583, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 1.559,
Rafael Gomes Mantovani 9 years ago
ran flow classif.mlp(5) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5599, f_measure: 0.568, kappa: 0.1197, kb_relative_information_score: 28.1628, mean_absolute_error: 0.432, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.568, predictive_accuracy: 0.568, prior_entropy: 0.9868, recall: 0.568, relative_absolute_error: 0.8802, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6573, root_relative_squared_error: 1.3269, usercpu_time_millis: 14.622, usercpu_time_millis_testing: 1.715, usercpu_time_millis_training: 12.907,
Rafael Gomes Mantovani 9 years ago
ran flow classif.naiveBayes(5) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5993, f_measure: 0.6049, kappa: 0.1975, kb_relative_information_score: 46.6448, mean_absolute_error: 0.396, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.6063, predictive_accuracy: 0.604, prior_entropy: 0.9868, recall: 0.604, relative_absolute_error: 0.8068, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6293, root_relative_squared_error: 1.2704, usercpu_time_millis: 1.395, usercpu_time_millis_testing: 0.845, usercpu_time_millis_training: 0.55,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnTrain(3) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4967, f_measure: 0.5059, kappa: -0.0068, kb_relative_information_score: 5.5738, mean_absolute_error: 0.476, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5056, predictive_accuracy: 0.524, prior_entropy: 0.9868, recall: 0.524, relative_absolute_error: 0.9698, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6899, root_relative_squared_error: 1.3928, usercpu_time_millis: 0.224, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.182,
Rafael Gomes Mantovani 9 years ago
ran flow classif.plr(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5856, f_measure: 0.5947, kappa: 0.1722, kb_relative_information_score: 42.5377, mean_absolute_error: 0.404, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5939, predictive_accuracy: 0.596, prior_entropy: 0.9868, recall: 0.596, relative_absolute_error: 0.8231, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6356, root_relative_squared_error: 1.2831, usercpu_time_millis: 0.736, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.668,
Rafael Gomes Mantovani 9 years ago
ran flow classif.qda(2) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5123, f_measure: 0.5149, kappa: 0.0261, kb_relative_information_score: 17.8951, mean_absolute_error: 0.452, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.5248, predictive_accuracy: 0.548, prior_entropy: 0.9868, recall: 0.548, relative_absolute_error: 0.9209, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.6723, root_relative_squared_error: 1.3572, usercpu_time_millis: 0.435, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.33,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForestSRC(5) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.827, f_measure: 0.8375, kappa: 0.6673, kb_relative_information_score: 167.8044, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.8443, predictive_accuracy: 0.84, prior_entropy: 0.9868, recall: 0.84, relative_absolute_error: 0.326, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4, root_relative_squared_error: 0.8075, usercpu_time_millis: 23.961, usercpu_time_millis_testing: 3.05, usercpu_time_millis_training: 20.911,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xgboost(4) on task Supervised Classification on data set fri_c3_250_50
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8207, f_measure: 0.824, kappa: 0.6414, kb_relative_information_score: 159.5902, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.4908, number_of_instances: 250, precision: 0.824, predictive_accuracy: 0.824, prior_entropy: 0.9868, recall: 0.824, relative_absolute_error: 0.3586, root_mean_prior_squared_error: 0.4954, root_mean_squared_error: 0.4195, root_relative_squared_error: 0.8469, usercpu_time_millis: 5.228, usercpu_time_millis_testing: 0.545, usercpu_time_millis_training: 4.683,