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Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_J48(2) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8599, build_cpu_time: 0.0456, build_memory: 153920533.6873, f_measure: 0.8232, kappa: 0.5077, kb_relative_information_score: 121.9097, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8229, predictive_accuracy: 0.8319, prior_entropy: 0.8101, recall: 0.8319, relative_absolute_error: 0.6275, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3447, root_relative_squared_error: 0.7984, scimark_benchmark: 946.7479,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_J48(2) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, build_cpu_time: 0.0954, build_memory: 2783849131.3982, f_measure: 0.817, kappa: 0.4904, kb_relative_information_score: 121.3814, mean_absolute_error: 0.2353, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8163, predictive_accuracy: 0.826, prior_entropy: 0.8101, recall: 0.826, relative_absolute_error: 0.63, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.7964, scimark_benchmark: 931.4551,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.7822, kappa: 0.3928, kb_relative_information_score: 101.9096, mean_absolute_error: 0.2515, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.7792, predictive_accuracy: 0.7935, prior_entropy: 0.8101, recall: 0.7935, relative_absolute_error: 0.6733, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.9102, scimark_benchmark: 1320.9387,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.8515, kappa: 0.5872, kb_relative_information_score: 133.659, mean_absolute_error: 0.2224, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8528, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5955, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3341, root_relative_squared_error: 0.7739, scimark_benchmark: 1344.3409, usercpu_time_millis: 120, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 100,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.8365, kappa: 0.5462, kb_relative_information_score: 116.8055, mean_absolute_error: 0.2437, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8364, predictive_accuracy: 0.8437, prior_entropy: 0.8101, recall: 0.8437, relative_absolute_error: 0.6526, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7925, scimark_benchmark: 1336.0954, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.7822, kappa: 0.3928, kb_relative_information_score: 101.9096, mean_absolute_error: 0.2515, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.7792, predictive_accuracy: 0.7935, prior_entropy: 0.8101, recall: 0.7935, relative_absolute_error: 0.6733, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.9102, scimark_benchmark: 1299.7465,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1345.0202,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8805, f_measure: 0.8666, kappa: 0.6286, kb_relative_information_score: 154.4337, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8695, predictive_accuracy: 0.8732, prior_entropy: 0.8101, recall: 0.8732, relative_absolute_error: 0.5355, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.7514, scimark_benchmark: 1341.5795, usercpu_time_millis: 1420, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1400,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.8443, kappa: 0.5707, kb_relative_information_score: 94.2661, mean_absolute_error: 0.2673, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8434, predictive_accuracy: 0.8496, prior_entropy: 0.8101, recall: 0.8496, relative_absolute_error: 0.7156, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.8002, scimark_benchmark: 1348.2476, 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 primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.8515, kappa: 0.5872, kb_relative_information_score: 133.659, mean_absolute_error: 0.2224, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8528, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5955, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3341, root_relative_squared_error: 0.7739, scimark_benchmark: 942.9708, usercpu_time_millis: 120, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 90,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.797, kappa: 0.4184, kb_relative_information_score: 158.9395, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8219, predictive_accuracy: 0.823, prior_entropy: 0.8101, recall: 0.823, relative_absolute_error: 0.4738, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.9745, scimark_benchmark: 1341.3551, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1347.993,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.8365, kappa: 0.5462, kb_relative_information_score: 116.8055, mean_absolute_error: 0.2437, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8364, predictive_accuracy: 0.8437, prior_entropy: 0.8101, recall: 0.8437, relative_absolute_error: 0.6526, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7925, scimark_benchmark: 1347.993, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.856, f_measure: 0.8097, kappa: 0.4685, kb_relative_information_score: 117.2083, mean_absolute_error: 0.239, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8092, predictive_accuracy: 0.8201, prior_entropy: 0.8101, recall: 0.8201, relative_absolute_error: 0.6398, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3578, root_relative_squared_error: 0.8286, scimark_benchmark: 1322.7257,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.8515, kappa: 0.5872, kb_relative_information_score: 133.659, mean_absolute_error: 0.2224, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8528, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5955, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3341, root_relative_squared_error: 0.7739, scimark_benchmark: 1347.993, usercpu_time_millis: 120, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 100,
Joaquin Vanschoren 10 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8805, f_measure: 0.8666, kappa: 0.6286, kb_relative_information_score: 154.4337, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8695, predictive_accuracy: 0.8732, prior_entropy: 0.8101, recall: 0.8732, relative_absolute_error: 0.5355, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.7514, scimark_benchmark: 1325.8468, usercpu_time_millis: 1590, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1560,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1313.11,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.7822, kappa: 0.3928, kb_relative_information_score: 101.9096, mean_absolute_error: 0.2515, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.7792, predictive_accuracy: 0.7935, prior_entropy: 0.8101, recall: 0.7935, relative_absolute_error: 0.6733, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.9102, scimark_benchmark: 1385.8862,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.856, f_measure: 0.8097, kappa: 0.4685, kb_relative_information_score: 117.2083, mean_absolute_error: 0.239, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8092, predictive_accuracy: 0.8201, prior_entropy: 0.8101, recall: 0.8201, relative_absolute_error: 0.6398, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3578, root_relative_squared_error: 0.8286, scimark_benchmark: 1317.5857,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1332.1612,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1342.2845,
Joaquin Vanschoren 10 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8453, kappa: 0.5654, kb_relative_information_score: 141.9218, mean_absolute_error: 0.2109, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8508, predictive_accuracy: 0.8555, prior_entropy: 0.8101, recall: 0.8555, relative_absolute_error: 0.5646, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.7902, scimark_benchmark: 1334.863, 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 primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1338.5214,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1313.8988,
Joaquin Vanschoren 10 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.797, kappa: 0.4184, kb_relative_information_score: 158.9395, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8219, predictive_accuracy: 0.823, prior_entropy: 0.8101, recall: 0.823, relative_absolute_error: 0.4738, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.9745, scimark_benchmark: 1303.5632, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.856, f_measure: 0.8097, kappa: 0.4685, kb_relative_information_score: 117.2083, mean_absolute_error: 0.239, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8092, predictive_accuracy: 0.8201, prior_entropy: 0.8101, recall: 0.8201, relative_absolute_error: 0.6398, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3578, root_relative_squared_error: 0.8286, scimark_benchmark: 929.0363,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1336.0954,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.856, f_measure: 0.8097, kappa: 0.4685, kb_relative_information_score: 117.2083, mean_absolute_error: 0.239, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8092, predictive_accuracy: 0.8201, prior_entropy: 0.8101, recall: 0.8201, relative_absolute_error: 0.6398, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3578, root_relative_squared_error: 0.8286, scimark_benchmark: 1362.9924,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.8443, kappa: 0.5707, kb_relative_information_score: 94.2661, mean_absolute_error: 0.2673, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8434, predictive_accuracy: 0.8496, prior_entropy: 0.8101, recall: 0.8496, relative_absolute_error: 0.7156, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.8002, scimark_benchmark: 944.4621, 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 primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.797, kappa: 0.4184, kb_relative_information_score: 158.9395, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8219, predictive_accuracy: 0.823, prior_entropy: 0.8101, recall: 0.823, relative_absolute_error: 0.4738, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.9745, scimark_benchmark: 1342.8584, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 10 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.8365, kappa: 0.5462, kb_relative_information_score: 116.8055, mean_absolute_error: 0.2437, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8364, predictive_accuracy: 0.8437, prior_entropy: 0.8101, recall: 0.8437, relative_absolute_error: 0.6526, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7925, scimark_benchmark: 1349.1517, 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 primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1349.1517,
Joaquin Vanschoren 10 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8453, kappa: 0.5654, kb_relative_information_score: 141.9218, mean_absolute_error: 0.2109, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8508, predictive_accuracy: 0.8555, prior_entropy: 0.8101, recall: 0.8555, relative_absolute_error: 0.5646, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.7902, scimark_benchmark: 1286.2211, 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 primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.856, f_measure: 0.8097, kappa: 0.4685, kb_relative_information_score: 117.2083, mean_absolute_error: 0.239, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8092, predictive_accuracy: 0.8201, prior_entropy: 0.8101, recall: 0.8201, relative_absolute_error: 0.6398, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3578, root_relative_squared_error: 0.8286, scimark_benchmark: 930.5999,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 908.2231, 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 primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.797, kappa: 0.4184, kb_relative_information_score: 158.9395, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8219, predictive_accuracy: 0.823, prior_entropy: 0.8101, recall: 0.823, relative_absolute_error: 0.4738, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.9745, scimark_benchmark: 1334.863, usercpu_time_millis: 60, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1337.9552,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1337.9552,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1292.514,
Joaquin Vanschoren 10 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.8443, kappa: 0.5707, kb_relative_information_score: 94.2661, mean_absolute_error: 0.2673, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8434, predictive_accuracy: 0.8496, prior_entropy: 0.8101, recall: 0.8496, relative_absolute_error: 0.7156, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.8002, scimark_benchmark: 1314.9949, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.856, f_measure: 0.8097, kappa: 0.4685, kb_relative_information_score: 117.2083, mean_absolute_error: 0.239, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8092, predictive_accuracy: 0.8201, prior_entropy: 0.8101, recall: 0.8201, relative_absolute_error: 0.6398, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3578, root_relative_squared_error: 0.8286, scimark_benchmark: 1332.9478,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1340.9749,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1366.7181,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.7822, kappa: 0.3928, kb_relative_information_score: 101.9096, mean_absolute_error: 0.2515, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.7792, predictive_accuracy: 0.7935, prior_entropy: 0.8101, recall: 0.7935, relative_absolute_error: 0.6733, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.9102, scimark_benchmark: 1340.5125,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1340.9749,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1325.8468,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1375.1578,
Joaquin Vanschoren 10 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.7822, kappa: 0.3928, kb_relative_information_score: 101.9096, mean_absolute_error: 0.2515, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.7792, predictive_accuracy: 0.7935, prior_entropy: 0.8101, recall: 0.7935, relative_absolute_error: 0.6733, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.9102, scimark_benchmark: 946.9304,
Joaquin Vanschoren 10 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 1306.9281,
Joaquin Vanschoren 10 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.856, f_measure: 0.8097, kappa: 0.4685, kb_relative_information_score: 117.2083, mean_absolute_error: 0.239, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8092, predictive_accuracy: 0.8201, prior_entropy: 0.8101, recall: 0.8201, relative_absolute_error: 0.6398, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3578, root_relative_squared_error: 0.8286, scimark_benchmark: 1317.5857,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... Eval_BestFirst_RandomForest(3) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.793, kappa: 0.4301, kb_relative_information_score: 110.4007, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.7898, predictive_accuracy: 0.7994, prior_entropy: 0.8101, recall: 0.7994, relative_absolute_error: 0.6582, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3561, root_relative_squared_error: 0.8249, scimark_benchmark: 1806.5905, usercpu_time_millis: 46.8003, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 31.2002,
Martijn Post 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8862, f_measure: 0.8485, kappa: 0.5844, kb_relative_information_score: 147.0151, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8473, predictive_accuracy: 0.8525, prior_entropy: 0.8101, recall: 0.8525, relative_absolute_error: 0.5505, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3346, root_relative_squared_error: 0.7749, scimark_benchmark: 1732.2066,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... etEval_BestFirst_NaiveBayes(3) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.8339, kappa: 0.5396, kb_relative_information_score: 123.1862, mean_absolute_error: 0.2305, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8332, predictive_accuracy: 0.8407, prior_entropy: 0.8101, recall: 0.8407, relative_absolute_error: 0.617, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.7982, scimark_benchmark: 1887.4343,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_J48(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.724, f_measure: 0.7783, kappa: 0.3907, kb_relative_information_score: 75.4006, mean_absolute_error: 0.287, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.7746, predictive_accuracy: 0.7847, prior_entropy: 0.8101, recall: 0.7847, relative_absolute_error: 0.7684, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3864, root_relative_squared_error: 0.895, scimark_benchmark: 1806.5905,
William Raynaut 7 years ago
ran flow weka.kf.Standardize-J48(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.7822, kappa: 0.3928, kb_relative_information_score: 101.9096, mean_absolute_error: 0.2515, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.7792, predictive_accuracy: 0.7935, prior_entropy: 0.8101, recall: 0.7935, relative_absolute_error: 0.6733, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.9102,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.8546, kappa: 0.6011, kb_relative_information_score: 148.935, mean_absolute_error: 0.2039, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8535, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.546, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.8097, scimark_benchmark: 1806.5905, usercpu_time_millis: 15.6001, usercpu_time_millis_testing: 15.6001,
Martijn Post 9 years ago
ran flow weka.J48(33) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.7822, kappa: 0.3928, kb_relative_information_score: 101.9096, mean_absolute_error: 0.2515, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.7792, predictive_accuracy: 0.7935, prior_entropy: 0.8101, recall: 0.7935, relative_absolute_error: 0.6733, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.9102, 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 primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.8339, kappa: 0.5396, kb_relative_information_score: 123.1862, mean_absolute_error: 0.2305, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8332, predictive_accuracy: 0.8407, prior_entropy: 0.8101, recall: 0.8407, relative_absolute_error: 0.617, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.7982, 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 primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6712, f_measure: 0.7907, kappa: 0.4479, kb_relative_information_score: 64.1021, mean_absolute_error: 0.2994, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.7948, predictive_accuracy: 0.7876, prior_entropy: 0.8101, recall: 0.7876, relative_absolute_error: 0.8016, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3883, root_relative_squared_error: 0.8994,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.8316, kappa: 0.5257, kb_relative_information_score: 137.1757, mean_absolute_error: 0.218, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8373, predictive_accuracy: 0.8437, prior_entropy: 0.8101, recall: 0.8437, relative_absolute_error: 0.5837, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.7901,
Martijn Post 9 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8862, f_measure: 0.8485, kappa: 0.5844, kb_relative_information_score: 147.0151, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8473, predictive_accuracy: 0.8525, prior_entropy: 0.8101, recall: 0.8525, relative_absolute_error: 0.5505, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3346, root_relative_squared_error: 0.7749, scimark_benchmark: 1850.8887,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... etEval_BestFirst_NaiveBayes(3) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.8339, kappa: 0.5396, kb_relative_information_score: 123.1862, mean_absolute_error: 0.2305, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8332, predictive_accuracy: 0.8407, prior_entropy: 0.8101, recall: 0.8407, relative_absolute_error: 0.617, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.7982, scimark_benchmark: 1877.5305,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.8177, kappa: 0.4825, kb_relative_information_score: 133.3207, mean_absolute_error: 0.221, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8295, predictive_accuracy: 0.8348, prior_entropy: 0.8101, recall: 0.8348, relative_absolute_error: 0.5917, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3435, root_relative_squared_error: 0.7956,
Joaquin Vanschoren 9 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.7822, kappa: 0.3928, kb_relative_information_score: 101.9096, mean_absolute_error: 0.2515, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.7792, predictive_accuracy: 0.7935, prior_entropy: 0.8101, recall: 0.7935, relative_absolute_error: 0.6733, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.9102, scimark_benchmark: 819.5729, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 9 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8518, f_measure: 0.8312, kappa: 0.5331, kb_relative_information_score: 145.7212, mean_absolute_error: 0.2029, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8302, predictive_accuracy: 0.8378, prior_entropy: 0.8101, recall: 0.8378, relative_absolute_error: 0.5433, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3558, root_relative_squared_error: 0.8241, scimark_benchmark: 905.2959,
Joaquin Vanschoren 9 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8805, f_measure: 0.8666, kappa: 0.6286, kb_relative_information_score: 154.4337, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8695, predictive_accuracy: 0.8732, prior_entropy: 0.8101, recall: 0.8732, relative_absolute_error: 0.5355, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.7514, scimark_benchmark: 901.4991,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 905.2959,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8886, f_measure: 0.8553, kappa: 0.6044, kb_relative_information_score: 154.1816, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8541, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.33, root_relative_squared_error: 0.7644, scimark_benchmark: 934.695,
Joaquin Vanschoren 9 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.8365, kappa: 0.5462, kb_relative_information_score: 116.8055, mean_absolute_error: 0.2437, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8364, predictive_accuracy: 0.8437, prior_entropy: 0.8101, recall: 0.8437, relative_absolute_error: 0.6526, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7925, scimark_benchmark: 941.6675, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 9 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.797, kappa: 0.4184, kb_relative_information_score: 158.9395, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8219, predictive_accuracy: 0.823, prior_entropy: 0.8101, recall: 0.823, relative_absolute_error: 0.4738, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.9745, scimark_benchmark: 904.6764, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
Joaquin Vanschoren 9 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8453, kappa: 0.5654, kb_relative_information_score: 141.9218, mean_absolute_error: 0.2109, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8508, predictive_accuracy: 0.8555, prior_entropy: 0.8101, recall: 0.8555, relative_absolute_error: 0.5646, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3411, root_relative_squared_error: 0.7902, scimark_benchmark: 851.2074, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Joaquin Vanschoren 9 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.8443, kappa: 0.5707, kb_relative_information_score: 94.2661, mean_absolute_error: 0.2673, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8434, predictive_accuracy: 0.8496, prior_entropy: 0.8101, recall: 0.8496, relative_absolute_error: 0.7156, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.8002, scimark_benchmark: 972.587, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Martijn Post 9 years ago
ran flow weka.SGD(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7801, f_measure: 0.8558, kappa: 0.601, kb_relative_information_score: 197.7393, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.856, predictive_accuracy: 0.8614, prior_entropy: 0.8101, recall: 0.8614, relative_absolute_error: 0.3712, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3723, root_relative_squared_error: 0.8625, scimark_benchmark: 1870.7932,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8573, f_measure: 0.8278, kappa: 0.5146, kb_relative_information_score: 132.8978, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8341, predictive_accuracy: 0.8407, prior_entropy: 0.8101, recall: 0.8407, relative_absolute_error: 0.5899, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3458, root_relative_squared_error: 0.801, scimark_benchmark: 1873.1108,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... ubsetEval_BestFirst_REPTree(4) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7772, f_measure: 0.8003, kappa: 0.459, kb_relative_information_score: 81.4057, mean_absolute_error: 0.2782, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.7986, predictive_accuracy: 0.8024, prior_entropy: 0.8101, recall: 0.8024, relative_absolute_error: 0.7449, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3775, root_relative_squared_error: 0.8745, scimark_benchmark: 1870.7932,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-NaiveBayes(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8261, f_measure: 0.8365, kappa: 0.5462, kb_relative_information_score: 158.5738, mean_absolute_error: 0.1928, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8364, predictive_accuracy: 0.8437, prior_entropy: 0.8101, recall: 0.8437, relative_absolute_error: 0.5163, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.357, root_relative_squared_error: 0.8269,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-SMO(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8277, f_measure: 0.8462, kappa: 0.5737, kb_relative_information_score: 176.0256, mean_absolute_error: 0.1652, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8462, predictive_accuracy: 0.8525, prior_entropy: 0.8101, recall: 0.8525, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3562, root_relative_squared_error: 0.8249,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-IBk5(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.875, f_measure: 0.8028, kappa: 0.4364, kb_relative_information_score: 139.0228, mean_absolute_error: 0.2133, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8229, predictive_accuracy: 0.826, prior_entropy: 0.8101, recall: 0.826, relative_absolute_error: 0.5712, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3494, root_relative_squared_error: 0.8094,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-KStar(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, f_measure: 0.8304, kappa: 0.5214, kb_relative_information_score: 107.9309, mean_absolute_error: 0.2505, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8381, predictive_accuracy: 0.8437, prior_entropy: 0.8101, recall: 0.8437, relative_absolute_error: 0.6707, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3483, root_relative_squared_error: 0.8067,
Martijn Post 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8549, f_measure: 0.802, kappa: 0.4323, kb_relative_information_score: 129.0172, mean_absolute_error: 0.2282, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.834, predictive_accuracy: 0.8289, prior_entropy: 0.8101, recall: 0.8289, relative_absolute_error: 0.611, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3518, root_relative_squared_error: 0.8149, scimark_benchmark: 1873.1108, usercpu_time_millis: 31.25, usercpu_time_millis_testing: 31.25,
Martijn Post 9 years ago
ran flow weka.REPTree(15) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7935, f_measure: 0.8016, kappa: 0.4529, kb_relative_information_score: 104.3329, mean_absolute_error: 0.256, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.7988, predictive_accuracy: 0.8083, prior_entropy: 0.8101, recall: 0.8083, relative_absolute_error: 0.6853, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3725, root_relative_squared_error: 0.8628, scimark_benchmark: 1870.7932,
William Raynaut 7 years ago
ran flow weka.kf.Bagging-J48(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8484, f_measure: 0.8067, kappa: 0.4652, kb_relative_information_score: 117.5782, mean_absolute_error: 0.2391, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8043, predictive_accuracy: 0.8142, prior_entropy: 0.8101, recall: 0.8142, relative_absolute_error: 0.6401, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3493, root_relative_squared_error: 0.809,
Martijn Post 9 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8757, f_measure: 0.8136, kappa: 0.4676, kb_relative_information_score: 139.8936, mean_absolute_error: 0.2119, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8346, predictive_accuracy: 0.8348, prior_entropy: 0.8101, recall: 0.8348, relative_absolute_error: 0.5674, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3466, root_relative_squared_error: 0.8028, scimark_benchmark: 1873.1108, usercpu_time_millis: 15.625, usercpu_time_millis_testing: 15.625,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... val_BestFirst_HoeffdingTree(3) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8468, f_measure: 0.8185, kappa: 0.4924, kb_relative_information_score: 116.2312, mean_absolute_error: 0.2366, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8193, predictive_accuracy: 0.8289, prior_entropy: 0.8101, recall: 0.8289, relative_absolute_error: 0.6333, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3557, root_relative_squared_error: 0.8238, scimark_benchmark: 1870.7932,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6712, f_measure: 0.7907, kappa: 0.4479, kb_relative_information_score: 63.1265, mean_absolute_error: 0.3007, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.7948, predictive_accuracy: 0.7876, prior_entropy: 0.8101, recall: 0.7876, relative_absolute_error: 0.8051, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3882, root_relative_squared_error: 0.8993,
William Raynaut 7 years ago
ran flow weka.kf.RandomSubspace(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, f_measure: 0.7846, kappa: 0.3809, kb_relative_information_score: 72.7864, mean_absolute_error: 0.3001, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8216, predictive_accuracy: 0.8171, prior_entropy: 0.8101, recall: 0.8171, relative_absolute_error: 0.8034, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.363, root_relative_squared_error: 0.8408,
William Raynaut 7 years ago
ran flow weka.kf.ZeroR(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4809, f_measure: 0.6458, kb_relative_information_score: -0.8213, mean_absolute_error: 0.3736, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.5658, predictive_accuracy: 0.7522, prior_entropy: 0.8101, recall: 0.7522, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.4318, root_relative_squared_error: 1.0001,
William Raynaut 7 years ago
ran flow weka.kf.AttributeSelection-Bes ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.824, f_measure: 0.7625, kappa: 0.3287, kb_relative_information_score: 89.6373, mean_absolute_error: 0.2696, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.761, predictive_accuracy: 0.7817, prior_entropy: 0.8101, recall: 0.7817, relative_absolute_error: 0.7217, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3667, root_relative_squared_error: 0.8495,
Joaquin Vanschoren 9 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.856, f_measure: 0.8097, kappa: 0.4685, kb_relative_information_score: 117.2083, mean_absolute_error: 0.239, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8092, predictive_accuracy: 0.8201, prior_entropy: 0.8101, recall: 0.8201, relative_absolute_error: 0.6398, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3578, root_relative_squared_error: 0.8286, scimark_benchmark: 941.3847,
Joaquin Vanschoren 9 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6708, f_measure: 0.797, kappa: 0.4184, kb_relative_information_score: 158.9395, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8219, predictive_accuracy: 0.823, prior_entropy: 0.8101, recall: 0.823, relative_absolute_error: 0.4738, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.9745, scimark_benchmark: 932.438, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8608, f_measure: 0.8334, kappa: 0.5265, kb_relative_information_score: 127.6509, mean_absolute_error: 0.2256, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8497, predictive_accuracy: 0.8496, prior_entropy: 0.8101, recall: 0.8496, relative_absolute_error: 0.6041, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3483, root_relative_squared_error: 0.8067, scimark_benchmark: 1447.2612,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-IBk5(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8239, f_measure: 0.8122, kappa: 0.4749, kb_relative_information_score: 139.9342, mean_absolute_error: 0.2054, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8124, predictive_accuracy: 0.823, prior_entropy: 0.8101, recall: 0.823, relative_absolute_error: 0.5498, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.8414,
Jan van Rijn 9 years ago
ran flow weka.SMO_PolyKernel(11) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7623, f_measure: 0.8409, kappa: 0.5604, kb_relative_information_score: 182.8163, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.84, predictive_accuracy: 0.8466, prior_entropy: 0.8101, recall: 0.8466, relative_absolute_error: 0.4107, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3917, root_relative_squared_error: 0.9072, scimark_benchmark: 913.022, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Jan van Rijn 9 years ago
ran flow weka.JRip(5) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7386, f_measure: 0.8364, kappa: 0.5512, kb_relative_information_score: 119.9811, mean_absolute_error: 0.2463, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8348, predictive_accuracy: 0.8407, prior_entropy: 0.8101, recall: 0.8407, relative_absolute_error: 0.6594, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3677, root_relative_squared_error: 0.8517, scimark_benchmark: 944.98, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Martijn Post 9 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_IBk(3) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8672, f_measure: 0.8488, kappa: 0.5804, kb_relative_information_score: 142.9321, mean_absolute_error: 0.209, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8495, predictive_accuracy: 0.8555, prior_entropy: 0.8101, recall: 0.8555, relative_absolute_error: 0.5596, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3457, root_relative_squared_error: 0.8008, scimark_benchmark: 1840.6094, usercpu_time_millis: 15.625, usercpu_time_millis_testing: 15.625,
William Raynaut 7 years ago
ran flow weka.kf.AdaBoostM1-J48(1) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8515, f_measure: 0.8334, kappa: 0.5497, kb_relative_information_score: 163.5894, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8323, predictive_accuracy: 0.8348, prior_entropy: 0.8101, recall: 0.8348, relative_absolute_error: 0.4633, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3723, root_relative_squared_error: 0.8623,
Joaquin Vanschoren 10 years ago
ran flow weka.RotationForest_PrincipalComponents_J48(14) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8771, f_measure: 0.8542, kappa: 0.5941, kb_relative_information_score: 136.3228, mean_absolute_error: 0.2252, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8562, predictive_accuracy: 0.8614, prior_entropy: 0.8101, recall: 0.8614, relative_absolute_error: 0.6028, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.7556, scimark_benchmark: 941.3057, usercpu_time_millis: 1640, usercpu_time_millis_testing: 660, usercpu_time_millis_training: 980,
Joaquin Vanschoren 10 years ago
ran flow weka.RotationForest_PrincipalComponents_J48(14) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8759, f_measure: 0.8507, kappa: 0.5836, kb_relative_information_score: 136.0862, mean_absolute_error: 0.226, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.853, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.6051, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.7556, scimark_benchmark: 931.7096, usercpu_time_millis: 3680, usercpu_time_millis_testing: 1690, usercpu_time_millis_training: 1990,
Joaquin Vanschoren 10 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.8515, kappa: 0.5872, kb_relative_information_score: 133.659, mean_absolute_error: 0.2224, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8528, predictive_accuracy: 0.8584, prior_entropy: 0.8101, recall: 0.8584, relative_absolute_error: 0.5955, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3341, root_relative_squared_error: 0.7739, scimark_benchmark: 938.988, usercpu_time_millis: 120, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 90,
Joaquin Vanschoren 10 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8518, f_measure: 0.8312, kappa: 0.5331, kb_relative_information_score: 145.7212, mean_absolute_error: 0.2029, mean_prior_absolute_error: 0.3735, number_of_instances: 339, precision: 0.8302, predictive_accuracy: 0.8378, prior_entropy: 0.8101, recall: 0.8378, relative_absolute_error: 0.5433, root_mean_prior_squared_error: 0.4317, root_mean_squared_error: 0.3558, root_relative_squared_error: 0.8241, scimark_benchmark: 730.6551, usercpu_time_millis: 130, usercpu_time_millis_training: 130,