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Joaquin Vanschoren 9 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7487, f_measure: 0.7304, kappa: 0.4508, kb_relative_information_score: 31.5825, mean_absolute_error: 0.3459, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7309, predictive_accuracy: 0.73, prior_entropy: 0.9864, recall: 0.73, relative_absolute_error: 0.7053, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4555, root_relative_squared_error: 0.92, scimark_benchmark: 1341.5795, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 9 years ago
ran flow weka.LMT(3) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7234, f_measure: 0.7487, kappa: 0.4856, kb_relative_information_score: 28.8508, mean_absolute_error: 0.3642, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7488, predictive_accuracy: 0.75, prior_entropy: 0.9864, recall: 0.75, relative_absolute_error: 0.7426, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4597, root_relative_squared_error: 0.9285, scimark_benchmark: 1341.5795, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 9 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6995, f_measure: 0.7696, kappa: 0.5295, kb_relative_information_score: 38.7447, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7695, predictive_accuracy: 0.77, prior_entropy: 0.9864, recall: 0.77, relative_absolute_error: 0.6447, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4458, root_relative_squared_error: 0.9005, scimark_benchmark: 1344.0499,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.8395, kappa: 0.6717, kb_relative_information_score: 42.6503, mean_absolute_error: 0.3044, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8396, predictive_accuracy: 0.84, prior_entropy: 0.9864, recall: 0.84, relative_absolute_error: 0.6207, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3643, root_relative_squared_error: 0.7359, scimark_benchmark: 940.3347, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
Joaquin Vanschoren 9 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.8395, kappa: 0.6717, kb_relative_information_score: 46.5001, mean_absolute_error: 0.2821, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8396, predictive_accuracy: 0.84, prior_entropy: 0.9864, recall: 0.84, relative_absolute_error: 0.5752, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3758, root_relative_squared_error: 0.759, scimark_benchmark: 1405.2896,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1342.6744,
Joaquin Vanschoren 9 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7487, f_measure: 0.7304, kappa: 0.4508, kb_relative_information_score: 31.5825, mean_absolute_error: 0.3459, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7309, predictive_accuracy: 0.73, prior_entropy: 0.9864, recall: 0.73, relative_absolute_error: 0.7053, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4555, root_relative_squared_error: 0.92, scimark_benchmark: 1332.6745, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1347.993, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1260.1387,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1347.993,
Joaquin Vanschoren 9 years ago
ran flow weka.BayesNet_K2(6) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8233, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 58.5263, mean_absolute_error: 0.2067, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4215, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3787, root_relative_squared_error: 0.765, scimark_benchmark: 938.0414,
Joaquin Vanschoren 9 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.8395, kappa: 0.6717, kb_relative_information_score: 46.5001, mean_absolute_error: 0.2821, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8396, predictive_accuracy: 0.84, prior_entropy: 0.9864, recall: 0.84, relative_absolute_error: 0.5752, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3758, root_relative_squared_error: 0.759, scimark_benchmark: 1347.993, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 9 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, f_measure: 0.7496, kappa: 0.4885, kb_relative_information_score: 44.5376, mean_absolute_error: 0.278, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7494, predictive_accuracy: 0.75, prior_entropy: 0.9864, recall: 0.75, relative_absolute_error: 0.5669, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4285, root_relative_squared_error: 0.8654, scimark_benchmark: 1345.6844,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1313.5633,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1346.4374,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1332.1612,
Joaquin Vanschoren 9 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7319, f_measure: 0.7391, kappa: 0.4666, kb_relative_information_score: 46.5026, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7389, predictive_accuracy: 0.74, prior_entropy: 0.9864, recall: 0.74, relative_absolute_error: 0.5302, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0299, scimark_benchmark: 1313.5633, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 9 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7487, f_measure: 0.7304, kappa: 0.4508, kb_relative_information_score: 31.5825, mean_absolute_error: 0.3459, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7309, predictive_accuracy: 0.73, prior_entropy: 0.9864, recall: 0.73, relative_absolute_error: 0.7053, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4555, root_relative_squared_error: 0.92, scimark_benchmark: 1393.8432, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Joaquin Vanschoren 9 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.8395, kappa: 0.6717, kb_relative_information_score: 46.5001, mean_absolute_error: 0.2821, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8396, predictive_accuracy: 0.84, prior_entropy: 0.9864, recall: 0.84, relative_absolute_error: 0.5752, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3758, root_relative_squared_error: 0.759, scimark_benchmark: 1313.8988,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1336.0954,
Joaquin Vanschoren 9 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7319, f_measure: 0.7391, kappa: 0.4666, kb_relative_information_score: 46.5026, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7389, predictive_accuracy: 0.74, prior_entropy: 0.9864, recall: 0.74, relative_absolute_error: 0.5302, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0299, scimark_benchmark: 1321.0448, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 9 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7982, f_measure: 0.74, kappa: 0.4696, kb_relative_information_score: 45.5722, mean_absolute_error: 0.2666, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.74, predictive_accuracy: 0.74, prior_entropy: 0.9864, recall: 0.74, relative_absolute_error: 0.5437, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4801, root_relative_squared_error: 0.9698, scimark_benchmark: 1336.0954, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1339.2472,
Joaquin Vanschoren 9 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.8395, kappa: 0.6717, kb_relative_information_score: 46.5001, mean_absolute_error: 0.2821, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8396, predictive_accuracy: 0.84, prior_entropy: 0.9864, recall: 0.84, relative_absolute_error: 0.5752, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3758, root_relative_squared_error: 0.759, scimark_benchmark: 1349.1517, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1322.5413,
Joaquin Vanschoren 9 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, f_measure: 0.7496, kappa: 0.4885, kb_relative_information_score: 44.5376, mean_absolute_error: 0.278, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7494, predictive_accuracy: 0.75, prior_entropy: 0.9864, recall: 0.75, relative_absolute_error: 0.5669, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4285, root_relative_squared_error: 0.8654, scimark_benchmark: 1313.8988, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.8395, kappa: 0.6717, kb_relative_information_score: 42.6503, mean_absolute_error: 0.3044, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8396, predictive_accuracy: 0.84, prior_entropy: 0.9864, recall: 0.84, relative_absolute_error: 0.6207, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3643, root_relative_squared_error: 0.7359, scimark_benchmark: 1342.6744, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1345.6844, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1322.3407,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1309.4998,
Joaquin Vanschoren 9 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7956, f_measure: 0.8103, kappa: 0.6135, kb_relative_information_score: 52.704, mean_absolute_error: 0.2424, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8107, predictive_accuracy: 0.81, prior_entropy: 0.9864, recall: 0.81, relative_absolute_error: 0.4943, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4077, root_relative_squared_error: 0.8236, scimark_benchmark: 1318.6467, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1309.4998,
Joaquin Vanschoren 9 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.8395, kappa: 0.6717, kb_relative_information_score: 46.5001, mean_absolute_error: 0.2821, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8396, predictive_accuracy: 0.84, prior_entropy: 0.9864, recall: 0.84, relative_absolute_error: 0.5752, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3758, root_relative_squared_error: 0.759, scimark_benchmark: 1337.8124,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1324.7884,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1340.9749,
Joaquin Vanschoren 9 years ago
ran flow weka.FilteredClassifier_Discretize_J48(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6995, f_measure: 0.7696, kappa: 0.5295, kb_relative_information_score: 38.7447, mean_absolute_error: 0.3161, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7695, predictive_accuracy: 0.77, prior_entropy: 0.9864, recall: 0.77, relative_absolute_error: 0.6447, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4458, root_relative_squared_error: 0.9005, scimark_benchmark: 946.9304,
Joaquin Vanschoren 9 years ago
ran flow weka.RandomForest(5) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.8395, kappa: 0.6717, kb_relative_information_score: 42.6503, mean_absolute_error: 0.3044, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8396, predictive_accuracy: 0.84, prior_entropy: 0.9864, recall: 0.84, relative_absolute_error: 0.6207, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3643, root_relative_squared_error: 0.7359, scimark_benchmark: 946.9304, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1340.9749,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1317.5857,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1366.7181,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1324.6442,
Joaquin Vanschoren 9 years ago
ran flow weka.LibSVM(2) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7319, f_measure: 0.7391, kappa: 0.4666, kb_relative_information_score: 46.5026, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7389, predictive_accuracy: 0.74, prior_entropy: 0.9864, recall: 0.74, relative_absolute_error: 0.5302, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0299, scimark_benchmark: 1303.3869, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 1306.9281,
Martijn Post 8 years ago
ran flow weka.REPTree(15) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7868, f_measure: 0.7897, kappa: 0.5704, kb_relative_information_score: 46.8227, mean_absolute_error: 0.2736, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7895, predictive_accuracy: 0.79, prior_entropy: 0.9864, recall: 0.79, relative_absolute_error: 0.558, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4131, root_relative_squared_error: 0.8344, scimark_benchmark: 1779.392,
William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-Ran ... r-InfoGain-Standardize-IBk5(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.8395, kappa: 0.6717, kb_relative_information_score: 64.0946, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8396, predictive_accuracy: 0.84, prior_entropy: 0.9864, recall: 0.84, relative_absolute_error: 0.3659, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.6473,
Martijn Post 8 years ago
ran flow weka.ZeroR(9) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4572, f_measure: 0.4139, kb_relative_information_score: -0.1613, mean_absolute_error: 0.4909, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.3249, predictive_accuracy: 0.57, prior_entropy: 0.9864, recall: 0.57, relative_absolute_error: 1.001, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4956, root_relative_squared_error: 1.001, scimark_benchmark: 1838.8826,
William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8776, f_measure: 0.88, kappa: 0.7552, kb_relative_information_score: 75.279, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.88, predictive_accuracy: 0.88, prior_entropy: 0.9864, recall: 0.88, relative_absolute_error: 0.2447, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.6997,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... ubsetEval_BestFirst_REPTree(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8048, f_measure: 0.809, kappa: 0.6091, kb_relative_information_score: 51.1161, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8095, predictive_accuracy: 0.81, prior_entropy: 0.9864, recall: 0.81, relative_absolute_error: 0.5154, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.395, root_relative_squared_error: 0.7978, scimark_benchmark: 1779.392,
William Raynaut 6 years ago
ran flow weka.kf.ZeroR(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4572, f_measure: 0.4139, kb_relative_information_score: -0.1613, mean_absolute_error: 0.4909, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.3249, predictive_accuracy: 0.57, prior_entropy: 0.9864, recall: 0.57, relative_absolute_error: 1.001, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4956, root_relative_squared_error: 1.001,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... CfsSubsetEval_BestFirst_SGD(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8252, f_measure: 0.8297, kappa: 0.6522, kb_relative_information_score: 65.0017, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8296, predictive_accuracy: 0.83, prior_entropy: 0.9864, recall: 0.83, relative_absolute_error: 0.3467, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.8328, scimark_benchmark: 1779.392,
William Raynaut 6 years ago
ran flow weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7809, f_measure: 0.7907, kappa: 0.5752, kb_relative_information_score: 47.9731, mean_absolute_error: 0.2652, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7928, predictive_accuracy: 0.79, prior_entropy: 0.9864, recall: 0.79, relative_absolute_error: 0.5407, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4164, root_relative_squared_error: 0.8411,
William Raynaut 6 years ago
ran flow weka.kf.Standardize-J48(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7152, f_measure: 0.6808, kappa: 0.3509, kb_relative_information_score: 34.6639, mean_absolute_error: 0.3175, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.6821, predictive_accuracy: 0.68, prior_entropy: 0.9864, recall: 0.68, relative_absolute_error: 0.6474, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5426, root_relative_squared_error: 1.096,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... val_BestFirst_HoeffdingTree(3) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8156, f_measure: 0.8492, kappa: 0.6914, kb_relative_information_score: 51.858, mean_absolute_error: 0.2529, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.85, predictive_accuracy: 0.85, prior_entropy: 0.9864, recall: 0.85, relative_absolute_error: 0.5156, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3816, root_relative_squared_error: 0.7708, scimark_benchmark: 1732.2066,
Martijn Post 8 years ago
ran flow weka.NaiveBayes(13) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7809, f_measure: 0.7907, kappa: 0.5752, kb_relative_information_score: 47.9731, mean_absolute_error: 0.2652, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7928, predictive_accuracy: 0.79, prior_entropy: 0.9864, recall: 0.79, relative_absolute_error: 0.5407, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4164, root_relative_squared_error: 0.8411, scimark_benchmark: 1838.8826, usercpu_time_millis: 15.6001, usercpu_time_millis_testing: 15.6001,
Martijn Post 8 years ago
ran flow weka.RandomForest(9) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.8395, kappa: 0.6717, kb_relative_information_score: 42.6503, mean_absolute_error: 0.3044, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8396, predictive_accuracy: 0.84, prior_entropy: 0.9864, recall: 0.84, relative_absolute_error: 0.6207, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3643, root_relative_squared_error: 0.7359, scimark_benchmark: 1838.8826, usercpu_time_millis: 15.6001, usercpu_time_millis_training: 15.6001,
William Raynaut 6 years ago
ran flow weka.kf.Bagging-J48(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8382, f_measure: 0.809, kappa: 0.6091, kb_relative_information_score: 45.5423, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8095, predictive_accuracy: 0.81, prior_entropy: 0.9864, recall: 0.81, relative_absolute_error: 0.5711, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.7943,
Random Bot 8 years ago
ran flow classif.J48(25) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7668, f_measure: 0.7703, kappa: 0.5321, kb_relative_information_score: 52.669, mean_absolute_error: 0.23, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7708, predictive_accuracy: 0.77, prior_entropy: 0.9864, recall: 0.77, relative_absolute_error: 0.469, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4796, root_relative_squared_error: 0.9687,
William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-Bes ... SubsetEval-Standardize-IBk5(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.8395, kappa: 0.6717, kb_relative_information_score: 64.0946, mean_absolute_error: 0.1794, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8396, predictive_accuracy: 0.84, prior_entropy: 0.9864, recall: 0.84, relative_absolute_error: 0.3659, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.6473,
William Raynaut 6 years ago
ran flow weka.kf.RandomSubspace(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.856, f_measure: 0.8297, kappa: 0.6522, kb_relative_information_score: 41.4392, mean_absolute_error: 0.3129, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8296, predictive_accuracy: 0.83, prior_entropy: 0.9864, recall: 0.83, relative_absolute_error: 0.638, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3672, root_relative_squared_error: 0.7418,
Martijn Post 8 years ago
ran flow weka.SGD(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6591, f_measure: 0.6683, kappa: 0.321, kb_relative_information_score: 32.1144, mean_absolute_error: 0.33, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.6678, predictive_accuracy: 0.67, prior_entropy: 0.9864, recall: 0.67, relative_absolute_error: 0.6729, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5745, root_relative_squared_error: 1.1603, scimark_benchmark: 1779.392,
Random Bot 8 years ago
ran flow classif.gbm(7) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.796, f_measure: 0.8, kappa: 0.592, kb_relative_information_score: 58.8354, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8, predictive_accuracy: 0.8, prior_entropy: 0.9864, recall: 0.8, relative_absolute_error: 0.4078, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.9033,
Martijn Post 8 years ago
ran flow weka.HoeffdingTree(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7809, f_measure: 0.7907, kappa: 0.5752, kb_relative_information_score: 47.8901, mean_absolute_error: 0.2655, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7928, predictive_accuracy: 0.79, prior_entropy: 0.9864, recall: 0.79, relative_absolute_error: 0.5414, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4167, root_relative_squared_error: 0.8417, scimark_benchmark: 1732.2066,
William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-Ran ... er-ReliefF-Standardize-IBk5(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.7688, kappa: 0.5267, kb_relative_information_score: 39.3277, mean_absolute_error: 0.3088, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.769, predictive_accuracy: 0.77, prior_entropy: 0.9864, recall: 0.77, relative_absolute_error: 0.6298, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.8078,
Joaquin Vanschoren 9 years ago
ran flow weka.KernelLogisticRegression_RBFKernel(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7487, f_measure: 0.7304, kappa: 0.4508, kb_relative_information_score: 31.5825, mean_absolute_error: 0.3459, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7309, predictive_accuracy: 0.73, prior_entropy: 0.9864, recall: 0.73, relative_absolute_error: 0.7053, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4555, root_relative_squared_error: 0.92, scimark_benchmark: 942.2392,
Joaquin Vanschoren 9 years ago
ran flow weka.NBTree(3) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7956, f_measure: 0.8103, kappa: 0.6135, kb_relative_information_score: 52.704, mean_absolute_error: 0.2424, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8107, predictive_accuracy: 0.81, prior_entropy: 0.9864, recall: 0.81, relative_absolute_error: 0.4943, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4077, root_relative_squared_error: 0.8236, scimark_benchmark: 931.771, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
Joaquin Vanschoren 9 years ago
ran flow weka.A1DE(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.8178, kappa: 0.6264, kb_relative_information_score: 57.3852, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8217, predictive_accuracy: 0.82, prior_entropy: 0.9864, recall: 0.82, relative_absolute_error: 0.4353, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3812, root_relative_squared_error: 0.77, scimark_benchmark: 905.2959,
Joaquin Vanschoren 9 years ago
ran flow weka.Bagging_REPTree(8) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.8395, kappa: 0.6717, kb_relative_information_score: 46.5001, mean_absolute_error: 0.2821, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8396, predictive_accuracy: 0.84, prior_entropy: 0.9864, recall: 0.84, relative_absolute_error: 0.5752, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3758, root_relative_squared_error: 0.759, scimark_benchmark: 934.695,
William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7815, f_measure: 0.7889, kappa: 0.5679, kb_relative_information_score: 56.7799, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7893, predictive_accuracy: 0.79, prior_entropy: 0.9864, recall: 0.79, relative_absolute_error: 0.4282, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4583, root_relative_squared_error: 0.9256,
William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8074, f_measure: 0.8306, kappa: 0.6561, kb_relative_information_score: 52.4171, mean_absolute_error: 0.2455, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8326, predictive_accuracy: 0.83, prior_entropy: 0.9864, recall: 0.83, relative_absolute_error: 0.5005, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3903, root_relative_squared_error: 0.7884,
William Raynaut 6 years ago
ran flow weka.kf.AdaBoostM1-SMO(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.6512, kappa: 0.2921, kb_relative_information_score: 21.2717, mean_absolute_error: 0.388, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.6535, predictive_accuracy: 0.65, prior_entropy: 0.9864, recall: 0.65, relative_absolute_error: 0.7912, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5421, root_relative_squared_error: 1.0949,
William Raynaut 6 years ago
ran flow weka.kf.ReplaceMissingValues-J48(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7152, f_measure: 0.6808, kappa: 0.3509, kb_relative_information_score: 34.6639, mean_absolute_error: 0.3175, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.6821, predictive_accuracy: 0.68, prior_entropy: 0.9864, recall: 0.68, relative_absolute_error: 0.6474, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5426, root_relative_squared_error: 1.096,
William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8776, f_measure: 0.88, kappa: 0.7552, kb_relative_information_score: 75.279, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.88, predictive_accuracy: 0.88, prior_entropy: 0.9864, recall: 0.88, relative_absolute_error: 0.2447, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.6997,
William Raynaut 6 years ago
ran flow weka.kf.Bagging-NaiveBayes(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7838, f_measure: 0.7582, kappa: 0.5047, kb_relative_information_score: 42.3296, mean_absolute_error: 0.2946, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7589, predictive_accuracy: 0.76, prior_entropy: 0.9864, recall: 0.76, relative_absolute_error: 0.6008, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4241, root_relative_squared_error: 0.8566,
William Raynaut 6 years ago
ran flow weka.kf.RandomForest(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.8395, kappa: 0.6717, kb_relative_information_score: 42.6503, mean_absolute_error: 0.3044, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8396, predictive_accuracy: 0.84, prior_entropy: 0.9864, recall: 0.84, relative_absolute_error: 0.6207, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3643, root_relative_squared_error: 0.7359,
Joaquin Vanschoren 9 years ago
ran flow weka.LADTree(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7982, f_measure: 0.74, kappa: 0.4696, kb_relative_information_score: 45.5722, mean_absolute_error: 0.2666, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.74, predictive_accuracy: 0.74, prior_entropy: 0.9864, recall: 0.74, relative_absolute_error: 0.5437, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4801, root_relative_squared_error: 0.9698, scimark_benchmark: 851.2074, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
Joaquin Vanschoren 9 years ago
ran flow weka.ADTree(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, f_measure: 0.7496, kappa: 0.4885, kb_relative_information_score: 44.5376, mean_absolute_error: 0.278, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7494, predictive_accuracy: 0.75, prior_entropy: 0.9864, recall: 0.75, relative_absolute_error: 0.5669, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4285, root_relative_squared_error: 0.8654, scimark_benchmark: 972.587, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bdk(3) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.694, f_measure: 0.7, kappa: 0.388, kb_relative_information_score: 38.2808, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7, predictive_accuracy: 0.7, prior_entropy: 0.9864, recall: 0.7, relative_absolute_error: 0.6118, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5477, root_relative_squared_error: 1.1063, usercpu_time_millis: 0.428, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.402,
Rafael Gomes Mantovani 9 years ago
ran flow classif.glmboost(2) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7552, f_measure: 0.76, kappa: 0.5104, kb_relative_information_score: 50.6135, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.76, predictive_accuracy: 0.76, prior_entropy: 0.9864, recall: 0.76, relative_absolute_error: 0.4894, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4899, root_relative_squared_error: 0.9895, usercpu_time_millis: 1.183, usercpu_time_millis_testing: 0.132, usercpu_time_millis_training: 1.051,
Rafael Gomes Mantovani 9 years ago
ran flow classif.bartMachine(3) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8223, f_measure: 0.8291, kappa: 0.6502, kb_relative_information_score: 65.0017, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8298, predictive_accuracy: 0.83, prior_entropy: 0.9864, recall: 0.83, relative_absolute_error: 0.3467, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4123, root_relative_squared_error: 0.8328, usercpu_time_millis: 23.989, usercpu_time_millis_testing: 1.279, usercpu_time_millis_training: 22.71,
Rafael Gomes Mantovani 9 years ago
ran flow classif.JRip(7) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8048, f_measure: 0.8097, kappa: 0.6113, kb_relative_information_score: 60.8908, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8096, predictive_accuracy: 0.81, prior_entropy: 0.9864, recall: 0.81, relative_absolute_error: 0.3874, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4359, root_relative_squared_error: 0.8804, usercpu_time_millis: 1.965, usercpu_time_millis_testing: 0.665, usercpu_time_millis_training: 1.3,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ksvm(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7552, f_measure: 0.76, kappa: 0.5104, kb_relative_information_score: 50.6135, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.76, predictive_accuracy: 0.76, prior_entropy: 0.9864, recall: 0.76, relative_absolute_error: 0.4894, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4899, root_relative_squared_error: 0.9895, usercpu_time_millis: 0.372, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.267,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnTrain(3) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4139, kb_relative_information_score: 11.5598, mean_absolute_error: 0.43, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.3249, predictive_accuracy: 0.57, prior_entropy: 0.9864, recall: 0.57, relative_absolute_error: 0.8768, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.6557, root_relative_squared_error: 1.3245, usercpu_time_millis: 0.108, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.083,
Rafael Gomes Mantovani 9 years ago
ran flow classif.pamr(3) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6975, f_measure: 0.711, kappa: 0.4176, kb_relative_information_score: 44.4472, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7558, predictive_accuracy: 0.73, prior_entropy: 0.9864, recall: 0.73, relative_absolute_error: 0.5506, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5196, root_relative_squared_error: 1.0496, usercpu_time_millis: 1.016, usercpu_time_millis_testing: 0.03, usercpu_time_millis_training: 0.986,
Rafael Gomes Mantovani 9 years ago
ran flow classif.ranger(3) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8629, f_measure: 0.8606, kappa: 0.7176, kb_relative_information_score: 71.1681, mean_absolute_error: 0.14, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8639, predictive_accuracy: 0.86, prior_entropy: 0.9864, recall: 0.86, relative_absolute_error: 0.2855, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7558, usercpu_time_millis: 0.872, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 0.732,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForestSRC(5) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8513, f_measure: 0.8505, kappa: 0.6966, kb_relative_information_score: 69.1127, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8525, predictive_accuracy: 0.85, prior_entropy: 0.9864, recall: 0.85, relative_absolute_error: 0.3059, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3873, root_relative_squared_error: 0.7823, usercpu_time_millis: 5.744, usercpu_time_millis_testing: 1.626, usercpu_time_millis_training: 4.118,
Rafael Gomes Mantovani 9 years ago
ran flow classif.sda(5) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7289, f_measure: 0.7309, kappa: 0.4539, kb_relative_information_score: 44.4472, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7331, predictive_accuracy: 0.73, prior_entropy: 0.9864, recall: 0.73, relative_absolute_error: 0.5506, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5196, root_relative_squared_error: 1.0496, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 0.111,
Rafael Gomes Mantovani 9 years ago
ran flow classif.sparseLDA(1) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6909, f_measure: 0.6914, kappa: 0.3765, kb_relative_information_score: 36.2253, mean_absolute_error: 0.31, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.6963, predictive_accuracy: 0.69, prior_entropy: 0.9864, recall: 0.69, relative_absolute_error: 0.6321, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5568, root_relative_squared_error: 1.1246, usercpu_time_millis: 0.398, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.372,
Rafael Gomes Mantovani 9 years ago
ran flow classif.binomial(5) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7085, f_measure: 0.711, kappa: 0.4134, kb_relative_information_score: 40.3362, mean_absolute_error: 0.29, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7132, predictive_accuracy: 0.71, prior_entropy: 0.9864, recall: 0.71, relative_absolute_error: 0.5914, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5385, root_relative_squared_error: 1.0877, usercpu_time_millis: 0.751, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 0.67,
Rafael Gomes Mantovani 9 years ago
ran flow classif.gbm(3) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4139, kb_relative_information_score: 11.5598, mean_absolute_error: 0.43, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.3249, predictive_accuracy: 0.57, prior_entropy: 0.9864, recall: 0.57, relative_absolute_error: 0.8768, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.6557, root_relative_squared_error: 1.3245, usercpu_time_millis: 0.524, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 0.453,
Rafael Gomes Mantovani 9 years ago
ran flow classif.IBk(5) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5541, f_measure: 0.5611, kappa: 0.1075, kb_relative_information_score: 9.5044, mean_absolute_error: 0.44, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.5626, predictive_accuracy: 0.56, prior_entropy: 0.9864, recall: 0.56, relative_absolute_error: 0.8972, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.6633, root_relative_squared_error: 1.3398, usercpu_time_millis: 2.242, usercpu_time_millis_testing: 0.835, usercpu_time_millis_training: 1.407,
Rafael Gomes Mantovani 9 years ago
ran flow classif.LiblineaRL2LogReg(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7173, f_measure: 0.7207, kappa: 0.432, kb_relative_information_score: 42.3917, mean_absolute_error: 0.28, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7219, predictive_accuracy: 0.72, prior_entropy: 0.9864, recall: 0.72, relative_absolute_error: 0.571, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5292, root_relative_squared_error: 1.0688, usercpu_time_millis: 0.062, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 0.047,
Rafael Gomes Mantovani 9 years ago
ran flow classif.nnet(3) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.633, f_measure: 0.6446, kappa: 0.2714, kb_relative_information_score: 28.0035, mean_absolute_error: 0.35, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.6457, predictive_accuracy: 0.65, prior_entropy: 0.9864, recall: 0.65, relative_absolute_error: 0.7137, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5916, root_relative_squared_error: 1.195, usercpu_time_millis: 0.341, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.269,
Rafael Gomes Mantovani 9 years ago
ran flow classif.probit(3) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.694, f_measure: 0.7, kappa: 0.388, kb_relative_information_score: 38.2808, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7, predictive_accuracy: 0.7, prior_entropy: 0.9864, recall: 0.7, relative_absolute_error: 0.6118, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5477, root_relative_squared_error: 1.1063, usercpu_time_millis: 0.661, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 0.59,
Rafael Gomes Mantovani 9 years ago
ran flow classif.plr(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7085, f_measure: 0.711, kappa: 0.4134, kb_relative_information_score: 40.3362, mean_absolute_error: 0.29, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7132, predictive_accuracy: 0.71, prior_entropy: 0.9864, recall: 0.71, relative_absolute_error: 0.5914, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5385, root_relative_squared_error: 1.0877, usercpu_time_millis: 0.195, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.14,
Rafael Gomes Mantovani 9 years ago
ran flow classif.randomForest(42) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8456, f_measure: 0.8498, kappa: 0.6931, kb_relative_information_score: 69.1127, mean_absolute_error: 0.15, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.8497, predictive_accuracy: 0.85, prior_entropy: 0.9864, recall: 0.85, relative_absolute_error: 0.3059, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.3873, root_relative_squared_error: 0.7823, usercpu_time_millis: 1.638, usercpu_time_millis_testing: 0.08, usercpu_time_millis_training: 1.558,
Rafael Gomes Mantovani 9 years ago
ran flow classif.rpart(38) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7175, f_measure: 0.7273, kappa: 0.4412, kb_relative_information_score: 44.4472, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7284, predictive_accuracy: 0.73, prior_entropy: 0.9864, recall: 0.73, relative_absolute_error: 0.5506, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5196, root_relative_squared_error: 1.0496, usercpu_time_millis: 0.275, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.184,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xyf(2) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.764, f_measure: 0.7696, kappa: 0.5295, kb_relative_information_score: 52.669, mean_absolute_error: 0.23, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.7695, predictive_accuracy: 0.77, prior_entropy: 0.9864, recall: 0.77, relative_absolute_error: 0.469, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4796, root_relative_squared_error: 0.9687, usercpu_time_millis: 0.411, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.389,
Rafael Gomes Mantovani 9 years ago
ran flow classif.xgboost(4) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7348, f_measure: 0.74, kappa: 0.4696, kb_relative_information_score: 46.5026, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.74, predictive_accuracy: 0.74, prior_entropy: 0.9864, recall: 0.74, relative_absolute_error: 0.5302, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0299, usercpu_time_millis: 2.857, usercpu_time_millis_testing: 0.361, usercpu_time_millis_training: 2.496,
Rafael Gomes Mantovani 9 years ago
ran flow classif.avNNet(5) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7348, f_measure: 0.74, kappa: 0.4696, kb_relative_information_score: 46.5026, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.74, predictive_accuracy: 0.74, prior_entropy: 0.9864, recall: 0.74, relative_absolute_error: 0.5302, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.5099, root_relative_squared_error: 1.0299, usercpu_time_millis: 1.391, usercpu_time_millis_testing: 0.257, usercpu_time_millis_training: 1.134,
Rafael Gomes Mantovani 9 years ago
ran flow classif.blackboost(2) on task Supervised Classification on data set fri_c2_100_25
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7611, f_measure: 0.7688, kappa: 0.5267, kb_relative_information_score: 52.669, mean_absolute_error: 0.23, mean_prior_absolute_error: 0.4904, number_of_instances: 100, precision: 0.769, predictive_accuracy: 0.77, prior_entropy: 0.9864, recall: 0.77, relative_absolute_error: 0.469, root_mean_prior_squared_error: 0.4951, root_mean_squared_error: 0.4796, root_relative_squared_error: 0.9687, usercpu_time_millis: 1.67, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 1.407,