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William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.995, kappa: 0.9818, kb_relative_information_score: 579.6858, mean_absolute_error: 0.0081, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.6526, recall: 0.995, relative_absolute_error: 0.0291, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.073, root_relative_squared_error: 0.1958,
Martijn Post 8 years ago
ran flow weka.IBk(7) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 596.4213, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0033, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0009, root_relative_squared_error: 0.0025, scimark_benchmark: 1840.6094, usercpu_time_millis: 125, usercpu_time_millis_testing: 125,
Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifi ... tributeEval_Ranker_Logistic(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9917, kappa: 0.9704, kb_relative_information_score: 576.4505, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9919, predictive_accuracy: 0.9917, prior_entropy: 0.6526, recall: 0.9917, relative_absolute_error: 0.0285, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0868, root_relative_squared_error: 0.2329, scimark_benchmark: 1246.6504, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
Martijn Post 8 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 594.4987, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0083, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0293, scimark_benchmark: 1665.974, usercpu_time_millis: 562.5, usercpu_time_millis_training: 562.5,
Jan van Rijn 8 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 596.0295, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0043, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.006, root_relative_squared_error: 0.016, scimark_benchmark: 1700.5017, usercpu_time_millis: 10420, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10410,
Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_AdaBoostM1(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9983, kappa: 0.994, kb_relative_information_score: 593.3123, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9983, predictive_accuracy: 0.9983, prior_entropy: 0.6526, recall: 0.9983, relative_absolute_error: 0.0059, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0404, root_relative_squared_error: 0.1084, scimark_benchmark: 1241.4202, usercpu_time_millis: 1320, usercpu_time_millis_training: 1320,
Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_IBk(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 595.198, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0066, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0018, root_relative_squared_error: 0.005, scimark_benchmark: 1214.8948, usercpu_time_millis: 280, usercpu_time_millis_testing: 250, usercpu_time_millis_training: 30,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_SGD(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6475, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, root_mean_prior_squared_error: 0.3727, scimark_benchmark: 1618.1738, usercpu_time_millis: 62.5, usercpu_time_millis_training: 62.5,
Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifi ... Ranker_MultilayerPerceptron(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 591.5152, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0165, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0055, root_relative_squared_error: 0.0146, scimark_benchmark: 1285.6649, usercpu_time_millis: 680, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 670,
Jan van Rijn 8 years ago
ran flow weka.MultiSearch_SMO_RBFKernel(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: trace file contains no fields with prefix 'parameter_' (i.e., parameters are not registered).
Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifi ... ioAttributeEval_Ranker_JRip(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.9865, kappa: 0.9508, kb_relative_information_score: 561.6499, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9867, predictive_accuracy: 0.9867, prior_entropy: 0.6526, recall: 0.9867, relative_absolute_error: 0.051, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1153, root_relative_squared_error: 0.3093, scimark_benchmark: 955.305, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_NaiveBayes(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6414, mean_absolute_error: 0, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0001, root_relative_squared_error: 0.0003, scimark_benchmark: 1409.7666, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
William Raynaut 6 years ago
ran flow weka.kf.HoeffdingTree(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6381, mean_absolute_error: 0, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0002, root_relative_squared_error: 0.0005,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... ttributeEval_Ranker_REPTree(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.9882, kappa: 0.9571, kb_relative_information_score: 561.6646, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9883, predictive_accuracy: 0.9883, prior_entropy: 0.6526, recall: 0.9883, relative_absolute_error: 0.0567, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.2893, scimark_benchmark: 1925.3565, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,
Jan van Rijn 8 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_SMO(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6475, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, root_mean_prior_squared_error: 0.3727, scimark_benchmark: 1136.6446, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
Jan van Rijn 8 years ago
ran flow weka.MultiSearch_J48(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: trace file contains no fields with prefix 'parameter_' (i.e., parameters are not registered).
Martijn Post 8 years ago
ran flow weka.AdaBoostM1_DecisionStump(14) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9983, kappa: 0.994, kb_relative_information_score: 593.3123, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9983, predictive_accuracy: 0.9983, prior_entropy: 0.6526, recall: 0.9983, relative_absolute_error: 0.0059, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0404, root_relative_squared_error: 0.1084, scimark_benchmark: 1834.908, usercpu_time_millis: 890.625, usercpu_time_millis_training: 890.625,
William Raynaut 6 years ago
ran flow weka.kf.JRip(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, f_measure: 0.985, kappa: 0.9462, kb_relative_information_score: 556.8933, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9851, predictive_accuracy: 0.985, prior_entropy: 0.6526, recall: 0.985, relative_absolute_error: 0.0581, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1218, root_relative_squared_error: 0.3268,
William Raynaut 6 years ago
ran flow weka.kf.Bagging-HoeffdingTree(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 567.565, mean_absolute_error: 0.0221, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0793, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0335, root_relative_squared_error: 0.0899,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... tFirst_MultilayerPerceptron(3) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 591.4644, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0167, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0059, root_relative_squared_error: 0.0159, scimark_benchmark: 1788.6668, usercpu_time_millis: 203.125, usercpu_time_millis_training: 203.125,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... fsSubsetEval_BestFirst_JRip(3) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.9832, kappa: 0.939, kb_relative_information_score: 552.2352, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9832, predictive_accuracy: 0.9833, prior_entropy: 0.6526, recall: 0.9833, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.129, root_relative_squared_error: 0.3461, scimark_benchmark: 1788.6668, usercpu_time_millis: 31.25, usercpu_time_millis_training: 31.25,
Martijn Post 8 years ago
ran flow weka.AdaBoostM1_DecisionStump(14) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9983, kappa: 0.994, kb_relative_information_score: 593.3123, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9983, predictive_accuracy: 0.9983, prior_entropy: 0.6526, recall: 0.9983, relative_absolute_error: 0.0059, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0404, root_relative_squared_error: 0.1084, scimark_benchmark: 1788.6668, usercpu_time_millis: 1093.75, usercpu_time_millis_training: 1093.75,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... ttributeEval_Ranker_REPTree(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.9899, kappa: 0.9634, kb_relative_information_score: 566.2504, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.99, predictive_accuracy: 0.99, prior_entropy: 0.6526, recall: 0.99, relative_absolute_error: 0.0501, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0998, root_relative_squared_error: 0.2679, scimark_benchmark: 1892.0925, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... st_AdaBoostM1_DecisionStump(3) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.995, kappa: 0.9818, kb_relative_information_score: 584.6811, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.995, predictive_accuracy: 0.995, prior_entropy: 0.6526, recall: 0.995, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0698, root_relative_squared_error: 0.1872, scimark_benchmark: 1788.6668, usercpu_time_millis: 265.625, usercpu_time_millis_training: 265.625,
William Raynaut 6 years ago
ran flow weka.kf.AdaBoostM1-HoeffdingTree(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6381, mean_absolute_error: 0, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0002, root_relative_squared_error: 0.0005,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... teEval_Ranker_HoeffdingTree(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6413, mean_absolute_error: 0, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0001, root_relative_squared_error: 0.0003, scimark_benchmark: 1892.0925, usercpu_time_millis: 46.875, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 31.25,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... uteEval_Ranker_RandomForest(2) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 568.4378, mean_absolute_error: 0.0206, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0739, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0477, root_relative_squared_error: 0.128, scimark_benchmark: 1892.0925, usercpu_time_millis: 109.375, usercpu_time_millis_training: 109.375,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... al_BestFirst_SMO_PolyKernel(3) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6475, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, root_mean_prior_squared_error: 0.3727, scimark_benchmark: 1788.6668, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... bsetEval_BestFirst_Logistic(3) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9983, kappa: 0.994, kb_relative_information_score: 593.281, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9983, predictive_accuracy: 0.9983, prior_entropy: 0.6526, recall: 0.9983, relative_absolute_error: 0.006, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0408, root_relative_squared_error: 0.1093, scimark_benchmark: 1788.6668, usercpu_time_millis: 31.25, usercpu_time_millis_training: 31.25,
William Raynaut 6 years ago
ran flow weka.kf.Bagging-JRip(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9916, kappa: 0.9696, kb_relative_information_score: 566.2148, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9917, predictive_accuracy: 0.9917, prior_entropy: 0.6526, recall: 0.9917, relative_absolute_error: 0.0546, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0787, root_relative_squared_error: 0.2111,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_J48(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9933, kappa: 0.976, kb_relative_information_score: 579.9994, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.6526, recall: 0.9933, relative_absolute_error: 0.0246, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0814, root_relative_squared_error: 0.2185, scimark_benchmark: 1892.0925, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,
Jan van Rijn 8 years ago
ran flow weka.LibSVM(7) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7576, kb_relative_information_score: 162.4015, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.6944, predictive_accuracy: 0.8333, prior_entropy: 0.6526, recall: 0.8333, relative_absolute_error: 0.5984, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4082, root_relative_squared_error: 1.0954, scimark_benchmark: 1610.8783, usercpu_time_millis: 180, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 110,
Jan van Rijn 8 years ago
ran flow weka.LibSVM(7) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7576, kb_relative_information_score: 162.4015, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.6944, predictive_accuracy: 0.8333, prior_entropy: 0.6526, recall: 0.8333, relative_absolute_error: 0.5984, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4082, root_relative_squared_error: 1.0954, scimark_benchmark: 1321.9029, usercpu_time_millis: 370, usercpu_time_millis_testing: 170, usercpu_time_millis_training: 200,
Jan van Rijn 8 years ago
ran flow weka.LibSVM(7) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6475, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, root_mean_prior_squared_error: 0.3727, scimark_benchmark: 1370.3302, usercpu_time_millis: 110, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 60,
Jan van Rijn 8 years ago
ran flow weka.LibSVM(7) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6475, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, root_mean_prior_squared_error: 0.3727, scimark_benchmark: 1642.0111, usercpu_time_millis: 90, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 50,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... Ranker_MultilayerPerceptron(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 591.5081, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0166, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0055, root_relative_squared_error: 0.0147, scimark_benchmark: 1925.3565, usercpu_time_millis: 468.75, usercpu_time_millis_training: 468.75,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... teEval_Ranker_HoeffdingTree(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6413, mean_absolute_error: 0, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0001, root_relative_squared_error: 0.0003, scimark_benchmark: 1925.3565, usercpu_time_millis: 46.875, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 31.25,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... inAttributeEval_Ranker_JRip(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9933, kappa: 0.9758, kb_relative_information_score: 579.7519, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.6526, recall: 0.9933, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0817, root_relative_squared_error: 0.2191, scimark_benchmark: 1892.0925, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_NaiveBayes(3) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6414, mean_absolute_error: 0, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0001, root_relative_squared_error: 0.0003, scimark_benchmark: 1925.3565, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... tioAttributeEval_Ranker_J48(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9967, kappa: 0.988, kb_relative_information_score: 588.7043, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9967, predictive_accuracy: 0.9967, prior_entropy: 0.6526, recall: 0.9967, relative_absolute_error: 0.0126, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0574, root_relative_squared_error: 0.1541, scimark_benchmark: 1925.3565, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_IBk(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 595.198, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0066, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0018, root_relative_squared_error: 0.005, scimark_benchmark: 1925.3565, usercpu_time_millis: 109.375, usercpu_time_millis_testing: 93.75, usercpu_time_millis_training: 15.625,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... uteEval_Ranker_RandomForest(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 570.1989, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0698, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0461, root_relative_squared_error: 0.1237, scimark_benchmark: 1925.3565, usercpu_time_millis: 109.375, usercpu_time_millis_training: 109.375,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_SMO(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6475, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, root_mean_prior_squared_error: 0.3727, scimark_benchmark: 1925.3565, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... ibuteEval_Ranker_AdaBoostM1(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9983, kappa: 0.994, kb_relative_information_score: 593.3123, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9983, predictive_accuracy: 0.9983, prior_entropy: 0.6526, recall: 0.9983, relative_absolute_error: 0.0059, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0404, root_relative_squared_error: 0.1084, scimark_benchmark: 1892.0925, usercpu_time_millis: 828.125, usercpu_time_millis_training: 828.125,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... ainAttributeEval_Ranker_SGD(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6475, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, root_mean_prior_squared_error: 0.3727, scimark_benchmark: 1925.3565, usercpu_time_millis: 46.875, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 31.25,
Martijn Post 8 years ago
ran flow weka.AttributeSelectedClassifi ... tributeEval_Ranker_Logistic(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9917, kappa: 0.9704, kb_relative_information_score: 576.4505, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9919, predictive_accuracy: 0.9917, prior_entropy: 0.6526, recall: 0.9917, relative_absolute_error: 0.0285, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0868, root_relative_squared_error: 0.2329, scimark_benchmark: 1925.3565, usercpu_time_millis: 15.625, usercpu_time_millis_training: 15.625,
Martijn Post 8 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 595.7146, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0052, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0018, root_relative_squared_error: 0.0048, scimark_benchmark: 1787.9841, usercpu_time_millis: 5406.25, usercpu_time_millis_training: 5406.25,
Martijn Post 8 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 595.7146, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0052, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0018, root_relative_squared_error: 0.0048, scimark_benchmark: 1862.8608, usercpu_time_millis: 4875, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 4859.375,
Martijn Post 8 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 596.2103, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0038, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.007, root_relative_squared_error: 0.0187, scimark_benchmark: 1922.3298, usercpu_time_millis: 7109.375, usercpu_time_millis_training: 7109.375,
Jan van Rijn 8 years ago
ran flow weka.MultilayerPerceptron(4) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 595.7146, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0052, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0018, root_relative_squared_error: 0.0048, scimark_benchmark: 1378.7584, usercpu_time_millis: 6230, usercpu_time_millis_training: 6230,
Martijn Post 8 years ago
ran flow weka.LibSVM(8) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6475, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, root_mean_prior_squared_error: 0.3727, scimark_benchmark: 1280.301, usercpu_time_millis: 62.5, usercpu_time_millis_testing: 15.625, usercpu_time_millis_training: 46.875,
Martijn Post 8 years ago
ran flow weka.LibSVM(8) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7576, kb_relative_information_score: 162.4015, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.6944, predictive_accuracy: 0.8333, prior_entropy: 0.6526, recall: 0.8333, relative_absolute_error: 0.5984, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4082, root_relative_squared_error: 1.0954, scimark_benchmark: 1461.2356, usercpu_time_millis: 812.5, usercpu_time_millis_testing: 359.375, usercpu_time_millis_training: 453.125,
Martijn Post 8 years ago
ran flow weka.LibSVM(8) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6475, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, root_mean_prior_squared_error: 0.3727, scimark_benchmark: 1280.301, usercpu_time_millis: 93.75, usercpu_time_millis_testing: 46.875, usercpu_time_millis_training: 46.875,
Martijn Post 8 years ago
ran flow weka.LibSVM(8) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7576, kb_relative_information_score: 162.4015, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.6944, predictive_accuracy: 0.8333, prior_entropy: 0.6526, recall: 0.8333, relative_absolute_error: 0.5984, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4082, root_relative_squared_error: 1.0954, scimark_benchmark: 1461.2356, usercpu_time_millis: 218.75, usercpu_time_millis_testing: 109.375, usercpu_time_millis_training: 109.375,
William Raynaut 6 years ago
ran flow weka.kf.ReplaceMissingValues-Standardize-NaiveBayes(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6381, mean_absolute_error: 0, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0002, root_relative_squared_error: 0.0004,
William Raynaut 6 years ago
ran flow weka.kf.AdaBoostM1-SMO(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6475, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, root_mean_prior_squared_error: 0.3727,
William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6475, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, root_mean_prior_squared_error: 0.3727,
William Raynaut 6 years ago
ran flow weka.kf.Bagging-NaiveBayes(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6327, mean_absolute_error: 0, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0002, root_relative_squared_error: 0.0006,
William Raynaut 6 years ago
ran flow weka.kf.ReplaceMissingValues-J48(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9933, kappa: 0.976, kb_relative_information_score: 579.9994, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.6526, recall: 0.9933, relative_absolute_error: 0.0246, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0814, root_relative_squared_error: 0.2185,
William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-SMO(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6475, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, root_mean_prior_squared_error: 0.3727,
William Raynaut 6 years ago
ran flow weka.kf.RandomForest(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9967, kappa: 0.9879, kb_relative_information_score: 499.9532, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9967, predictive_accuracy: 0.9967, prior_entropy: 0.6526, recall: 0.9967, relative_absolute_error: 0.2416, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1013, root_relative_squared_error: 0.2719,
William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-Ran ... aceMissingValues-NaiveBayes(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.4621, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0019, root_relative_squared_error: 0.0052,
William Raynaut 6 years ago
ran flow weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.0324, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0016, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0072, root_relative_squared_error: 0.0193,
William Raynaut 6 years ago
ran flow weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6475, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, root_mean_prior_squared_error: 0.3727,
Silvia Nunes 7 years ago
ran flow weka.AttributeSelectedClassifier_J48(2) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9933, kappa: 0.976, kb_relative_information_score: 579.9994, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.6526, recall: 0.9933, relative_absolute_error: 0.0246, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0814, root_relative_squared_error: 0.2185,
Silvia Nunes 7 years ago
ran flow weka.AttributeSelectedClassifier_NaiveBayes(2) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 597.6382, mean_absolute_error: 0, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0002, root_relative_squared_error: 0.0004,
Josep Pon Farreny 8 years ago
ran flow sklearn.tree.tree.DecisionTreeClassifier(3) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9933, kappa: 0.9758, kb_relative_information_score: 580.2377, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.6526, recall: 0.9933, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0817, root_relative_squared_error: 0.2191,
Josep Pon Farreny 8 years ago
ran flow sklearn.ensemble.forest.RandomForestClassifier(13) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 571.1981, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6526, recall: 1, relative_absolute_error: 0.0616, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0552, root_relative_squared_error: 0.1482,
Josep Pon Farreny 8 years ago
ran flow sklearn.svm.classes.SVC(4) on task Supervised Classification on data set synthetic_control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.45, f_measure: 0.7576, kb_relative_information_score: 4.3125, mean_absolute_error: 0.2758, mean_prior_absolute_error: 0.2785, number_of_instances: 600, precision: 0.6944, predictive_accuracy: 0.8333, prior_entropy: 0.6526, recall: 0.8333, relative_absolute_error: 0.9903, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3727, root_relative_squared_error: 1,