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Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4048, f_measure: 0.35, kappa: -0.193, kb_relative_information_score: 7.4722, mean_absolute_error: 0.3036, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.3469, predictive_accuracy: 0.3929, prior_entropy: 2, recall: 0.3929, relative_absolute_error: 0.8095, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.551, root_relative_squared_error: 1.2724,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.723, f_measure: 0.5577, kappa: 0.2242, kb_relative_information_score: 14.5941, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.654, predictive_accuracy: 0.6071, prior_entropy: 2, ram_hours: 0, recall: 0.6071, relative_absolute_error: 0.5612, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3944, root_relative_squared_error: 0.9108, run_cpu_time: 0.0009,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7226, f_measure: 0.6257, kappa: 0.3052, kb_relative_information_score: 15.5279, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.619, predictive_accuracy: 0.6429, prior_entropy: 2, recall: 0.6429, relative_absolute_error: 0.5335, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.828,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, kb_relative_information_score: 11.0947, mean_absolute_error: 0.25, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2, ram_hours: 0, recall: 0.5, relative_absolute_error: 0.6667, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5, root_relative_squared_error: 1.1547, run_cpu_time: 0.0018,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6935, f_measure: 0.4494, kappa: 0.0785, kb_relative_information_score: 13.3175, mean_absolute_error: 0.2244, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.5695, predictive_accuracy: 0.5357, prior_entropy: 2, ram_hours: 0, recall: 0.5357, relative_absolute_error: 0.5983, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4227, root_relative_squared_error: 0.9762, run_cpu_time: 0.0009,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5143, f_measure: 0.4838, kappa: 0.0273, kb_relative_information_score: 11.0947, mean_absolute_error: 0.25, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.4757, predictive_accuracy: 0.5, prior_entropy: 2, ram_hours: 0, recall: 0.5, relative_absolute_error: 0.6667, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5, root_relative_squared_error: 1.1547, run_cpu_time: 0.0004,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.433, root_relative_squared_error: 1,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.433, root_relative_squared_error: 1,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.723, f_measure: 0.5577, kappa: 0.2242, kb_relative_information_score: 14.5941, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.654, predictive_accuracy: 0.6071, prior_entropy: 2, recall: 0.6071, relative_absolute_error: 0.5612, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3944, root_relative_squared_error: 0.9108,
Joaquin Vanschoren 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5957, f_measure: 0.3333, kb_relative_information_score: 14.361, mean_absolute_error: 0.2158, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2, recall: 0.5, relative_absolute_error: 0.5756, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3776, root_relative_squared_error: 0.8721,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.433, root_relative_squared_error: 1,
Joaquin Vanschoren 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.669, f_measure: 0.5446, kappa: 0.16, kb_relative_information_score: 14.3622, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.5652, predictive_accuracy: 0.5714, prior_entropy: 2, recall: 0.5714, relative_absolute_error: 0.5734, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3859, root_relative_squared_error: 0.8911, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.433, root_relative_squared_error: 1,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7329, f_measure: 0.7714, kappa: 0.5842, kb_relative_information_score: 16.9676, mean_absolute_error: 0.1813, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.7619, predictive_accuracy: 0.7857, prior_entropy: 2, ram_hours: 0, recall: 0.7857, relative_absolute_error: 0.4833, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.346, root_relative_squared_error: 0.799, run_cpu_time: 0.02,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7226, f_measure: 0.6257, kappa: 0.3052, kb_relative_information_score: 15.5279, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.619, predictive_accuracy: 0.6429, prior_entropy: 2, recall: 0.6429, relative_absolute_error: 0.5335, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3585, root_relative_squared_error: 0.828,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.619, f_measure: 0.5961, kappa: 0.2395, kb_relative_information_score: 14.7173, mean_absolute_error: 0.1964, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.5857, predictive_accuracy: 0.6071, prior_entropy: 2, recall: 0.6071, relative_absolute_error: 0.5238, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4432, root_relative_squared_error: 1.0235,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7329, f_measure: 0.7714, kappa: 0.5842, kb_relative_information_score: 16.9676, mean_absolute_error: 0.1813, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.7619, predictive_accuracy: 0.7857, prior_entropy: 2, recall: 0.7857, relative_absolute_error: 0.4833, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.346, root_relative_squared_error: 0.799, run_cpu_time: 0.03,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.723, f_measure: 0.5577, kappa: 0.2242, kb_relative_information_score: 14.5941, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.654, predictive_accuracy: 0.6071, prior_entropy: 2, recall: 0.6071, relative_absolute_error: 0.5612, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3944, root_relative_squared_error: 0.9108, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.433, root_relative_squared_error: 1,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7082, f_measure: 0.506, kappa: 0.1515, kb_relative_information_score: 14.1691, mean_absolute_error: 0.2166, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.619, predictive_accuracy: 0.5714, prior_entropy: 2, ram_hours: 0, recall: 0.5714, relative_absolute_error: 0.5775, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4069, root_relative_squared_error: 0.9396, run_cpu_time: 0.0106,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7181, f_measure: 0.4494, kappa: 0.0785, kb_relative_information_score: 14.4386, mean_absolute_error: 0.2137, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.5695, predictive_accuracy: 0.5357, prior_entropy: 2, ram_hours: 0, recall: 0.5357, relative_absolute_error: 0.57, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.393, root_relative_squared_error: 0.9075, run_cpu_time: 0.0104,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, kb_relative_information_score: 11.0947, mean_absolute_error: 0.25, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2, recall: 0.5, relative_absolute_error: 0.6667, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5, root_relative_squared_error: 1.1547,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.433, root_relative_squared_error: 1,
Joaquin Vanschoren 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5957, f_measure: 0.3333, kb_relative_information_score: 14.361, mean_absolute_error: 0.2158, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2, recall: 0.5, relative_absolute_error: 0.5756, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3776, root_relative_squared_error: 0.8721,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7181, f_measure: 0.4494, kappa: 0.0785, kb_relative_information_score: 14.4386, mean_absolute_error: 0.2137, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.5695, predictive_accuracy: 0.5357, prior_entropy: 2, recall: 0.5357, relative_absolute_error: 0.57, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.393, root_relative_squared_error: 0.9075, run_cpu_time: 0.09,