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Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1235, kb_relative_information_score: -14, mean_absolute_error: 0.7188, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.0791, predictive_accuracy: 0.2813, prior_entropy: 1, recall: 0.2813, relative_absolute_error: 1.4375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8478, root_relative_squared_error: 1.6956, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6111, f_measure: 0.5696, kappa: -0.1139, kb_relative_information_score: 9.0305, mean_absolute_error: 0.3623, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.5031, predictive_accuracy: 0.6563, prior_entropy: 1, ram_hours: 0, recall: 0.6563, relative_absolute_error: 0.7247, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5247, root_relative_squared_error: 1.0495, run_cpu_time: 0.001,
Joaquin Vanschoren 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6932, f_measure: 0.6478, kappa: 0.0886, kb_relative_information_score: 12.0939, mean_absolute_error: 0.315, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.6677, predictive_accuracy: 0.7188, prior_entropy: 1, recall: 0.7188, relative_absolute_error: 0.63, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4731, root_relative_squared_error: 0.9463, run_cpu_time: 0.05,
Joaquin Vanschoren 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6546, f_measure: 0.7396, kappa: 0.3368, kb_relative_information_score: 13.3617, mean_absolute_error: 0.2999, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.7357, predictive_accuracy: 0.75, prior_entropy: 1, recall: 0.75, relative_absolute_error: 0.5999, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4872, root_relative_squared_error: 0.9743, run_cpu_time: 0.1,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6111, f_measure: 0.5696, kappa: -0.1139, kb_relative_information_score: 9.3737, mean_absolute_error: 0.3561, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.5031, predictive_accuracy: 0.6563, prior_entropy: 1, recall: 0.6563, relative_absolute_error: 0.7121, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5394, root_relative_squared_error: 1.0787, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3792, f_measure: 0.4256, kappa: -0.0704, kb_relative_information_score: -6.8766, mean_absolute_error: 0.6148, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.5495, predictive_accuracy: 0.4063, prior_entropy: 1, recall: 0.4063, relative_absolute_error: 1.2295, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6994, root_relative_squared_error: 1.3989, run_cpu_time: 0.1,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1235, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.0791, predictive_accuracy: 0.2813, prior_entropy: 1, recall: 0.2813, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6449, f_measure: 0.6324, kappa: 0.0538, kb_relative_information_score: 8.8844, mean_absolute_error: 0.367, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.619, predictive_accuracy: 0.6563, prior_entropy: 1, recall: 0.6563, relative_absolute_error: 0.7341, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5013, root_relative_squared_error: 1.0026, run_cpu_time: 0.24,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6449, f_measure: 0.6324, kappa: 0.0538, kb_relative_information_score: 8.8844, mean_absolute_error: 0.367, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.619, predictive_accuracy: 0.6563, prior_entropy: 1, recall: 0.6563, relative_absolute_error: 0.7341, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5013, root_relative_squared_error: 1.0026, run_cpu_time: 0.13,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3792, f_measure: 0.4256, kappa: -0.0704, kb_relative_information_score: -6.8766, mean_absolute_error: 0.6148, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.5495, predictive_accuracy: 0.4063, prior_entropy: 1, recall: 0.4063, relative_absolute_error: 1.2295, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6994, root_relative_squared_error: 1.3989, run_cpu_time: 0.07,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4783, f_measure: 0.5856, kappa: -0.0596, kb_relative_information_score: 12, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.5101, predictive_accuracy: 0.6875, prior_entropy: 1, recall: 0.6875, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.559, root_relative_squared_error: 1.118,
Joaquin Vanschoren 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6522, f_measure: 0.5856, kappa: -0.0596, kb_relative_information_score: 11.0305, mean_absolute_error: 0.3311, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.5101, predictive_accuracy: 0.6875, prior_entropy: 1, recall: 0.6875, relative_absolute_error: 0.6622, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4941, root_relative_squared_error: 0.9881, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1235, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.0791, predictive_accuracy: 0.2813, prior_entropy: 1, recall: 0.2813, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6884, f_measure: 0.6438, kappa: 0.2289, kb_relative_information_score: 7.9059, mean_absolute_error: 0.3766, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.7044, predictive_accuracy: 0.625, prior_entropy: 1, recall: 0.625, relative_absolute_error: 0.7533, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.601, root_relative_squared_error: 1.202, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1235, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.0791, predictive_accuracy: 0.2813, prior_entropy: 1, recall: 0.2813, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6932, f_measure: 0.6478, kappa: 0.0886, kb_relative_information_score: 12.0939, mean_absolute_error: 0.315, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.6677, predictive_accuracy: 0.7188, prior_entropy: 1, recall: 0.7188, relative_absolute_error: 0.63, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4731, root_relative_squared_error: 0.9463,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1235, kb_relative_information_score: -14, mean_absolute_error: 0.7188, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.0791, predictive_accuracy: 0.2813, prior_entropy: 1, recall: 0.2813, relative_absolute_error: 1.4375, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8478, root_relative_squared_error: 1.6956,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1235, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.0791, predictive_accuracy: 0.2813, prior_entropy: 1, recall: 0.2813, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1235, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.0791, predictive_accuracy: 0.2813, prior_entropy: 1, recall: 0.2813, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6522, f_measure: 0.5856, kappa: -0.0596, kb_relative_information_score: 11.0305, mean_absolute_error: 0.3311, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.5101, predictive_accuracy: 0.6875, prior_entropy: 1, recall: 0.6875, relative_absolute_error: 0.6622, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4941, root_relative_squared_error: 0.9881, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4783, f_measure: 0.5856, kappa: -0.0596, kb_relative_information_score: 12, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.5101, predictive_accuracy: 0.6875, prior_entropy: 1, recall: 0.6875, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.559, root_relative_squared_error: 1.118,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1235, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.0791, predictive_accuracy: 0.2813, prior_entropy: 1, ram_hours: 0, recall: 0.2813, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.0038,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6111, f_measure: 0.5696, kappa: -0.1139, kb_relative_information_score: 9.0305, mean_absolute_error: 0.3623, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.5031, predictive_accuracy: 0.6563, prior_entropy: 1, recall: 0.6563, relative_absolute_error: 0.7247, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5247, root_relative_squared_error: 1.0495, run_cpu_time: 0.05,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5145, f_measure: 0.5999, kappa: 0.028, kb_relative_information_score: 6, mean_absolute_error: 0.4063, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.6071, predictive_accuracy: 0.5938, prior_entropy: 1, ram_hours: 0, recall: 0.5938, relative_absolute_error: 0.8125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6374, root_relative_squared_error: 1.2748, run_cpu_time: 0.0032,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set lung-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6111, f_measure: 0.5696, kappa: -0.1139, kb_relative_information_score: 9.0305, mean_absolute_error: 0.3623, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.5031, predictive_accuracy: 0.6563, prior_entropy: 1, recall: 0.6563, relative_absolute_error: 0.7247, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5247, root_relative_squared_error: 1.0495, run_cpu_time: 0.11,