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Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.281, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.204, predictive_accuracy: 0.4516, prior_entropy: 1, ram_hours: 0, recall: 0.4516, 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: 0.0015,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4065, f_measure: 0.4117, kappa: -0.1867, kb_relative_information_score: -22, mean_absolute_error: 0.5887, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.4122, predictive_accuracy: 0.4113, prior_entropy: 1, ram_hours: 0, recall: 0.4113, relative_absolute_error: 1.1774, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7673, root_relative_squared_error: 1.5345, run_cpu_time: 0.0008,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4358, f_measure: 0.4839, kappa: -0.0227, kb_relative_information_score: -5.2304, mean_absolute_error: 0.5181, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.493, predictive_accuracy: 0.4839, prior_entropy: 1, ram_hours: 0, recall: 0.4839, relative_absolute_error: 1.0362, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5335, root_relative_squared_error: 1.067, run_cpu_time: 0.02,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4122, f_measure: 0.4516, kappa: -0.0866, kb_relative_information_score: -7.8151, mean_absolute_error: 0.5273, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.4602, predictive_accuracy: 0.4516, prior_entropy: 1, ram_hours: 0, recall: 0.4516, relative_absolute_error: 1.0546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5523, root_relative_squared_error: 1.1045, run_cpu_time: 0.0011,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.281, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.204, predictive_accuracy: 0.4516, prior_entropy: 1, ram_hours: 0, recall: 0.4516, 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: 0.0014,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.281, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.204, predictive_accuracy: 0.4516, prior_entropy: 1, recall: 0.4516, 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.HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4221, f_measure: 0.4419, kappa: -0.0975, kb_relative_information_score: -6.7323, mean_absolute_error: 0.5233, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.4535, predictive_accuracy: 0.4435, prior_entropy: 1, recall: 0.4435, relative_absolute_error: 1.0465, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5452, root_relative_squared_error: 1.0905,
Joaquin Vanschoren 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4174, f_measure: 0.4845, kappa: -0.0387, kb_relative_information_score: -5.8335, mean_absolute_error: 0.52, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.4855, predictive_accuracy: 0.4839, prior_entropy: 1, recall: 0.4839, relative_absolute_error: 1.04, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5421, root_relative_squared_error: 1.0842, run_cpu_time: 0.07,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3915, f_measure: 0.4201, kappa: -0.1686, kb_relative_information_score: -5.2256, mean_absolute_error: 0.5163, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.4211, predictive_accuracy: 0.4194, prior_entropy: 1, recall: 0.4194, relative_absolute_error: 1.0325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5301, root_relative_squared_error: 1.0602, run_cpu_time: 0.04,
Joaquin Vanschoren 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4446, f_measure: 0.5089, kappa: 0.0207, kb_relative_information_score: -2.0649, mean_absolute_error: 0.5067, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.5152, predictive_accuracy: 0.5081, prior_entropy: 1, recall: 0.5081, relative_absolute_error: 1.0135, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5152, root_relative_squared_error: 1.0304,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3915, f_measure: 0.4201, kappa: -0.1686, kb_relative_information_score: -5.2256, mean_absolute_error: 0.5163, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.4211, predictive_accuracy: 0.4194, prior_entropy: 1, recall: 0.4194, relative_absolute_error: 1.0325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5301, root_relative_squared_error: 1.0602, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.281, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.204, predictive_accuracy: 0.4516, prior_entropy: 1, recall: 0.4516, 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.kNN(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4601, f_measure: 0.4928, kappa: 0.0244, kb_relative_information_score: -0.7088, mean_absolute_error: 0.5013, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.5184, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1.0027, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5146, root_relative_squared_error: 1.0291,
Joaquin Vanschoren 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.281, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.204, predictive_accuracy: 0.4516, prior_entropy: 1, recall: 0.4516, 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.FIMTDD(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.281, kb_relative_information_score: -12, mean_absolute_error: 0.5484, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.204, predictive_accuracy: 0.4516, prior_entropy: 1, recall: 0.4516, relative_absolute_error: 1.0968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7405, root_relative_squared_error: 1.4811, run_cpu_time: 0.03,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.281, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.204, predictive_accuracy: 0.4516, prior_entropy: 1, ram_hours: 0, recall: 0.4516, 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: 0.0014,
Joaquin Vanschoren 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4615, f_measure: 0.4904, kappa: -0.0021, kb_relative_information_score: -0.6948, mean_absolute_error: 0.5013, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.5036, predictive_accuracy: 0.4919, prior_entropy: 1, recall: 0.4919, relative_absolute_error: 1.0026, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5145, root_relative_squared_error: 1.029, run_cpu_time: 0.1,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3504, f_measure: 0.3447, kappa: -0.1267, kb_relative_information_score: -8.1344, mean_absolute_error: 0.5276, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.3908, predictive_accuracy: 0.4032, prior_entropy: 1, recall: 0.4032, relative_absolute_error: 1.0552, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5405, root_relative_squared_error: 1.081, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4221, f_measure: 0.4419, kappa: -0.0975, kb_relative_information_score: -6.7323, mean_absolute_error: 0.5233, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.4535, predictive_accuracy: 0.4435, prior_entropy: 1, recall: 0.4435, relative_absolute_error: 1.0465, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5452, root_relative_squared_error: 1.0905,
Joaquin Vanschoren 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4358, f_measure: 0.4839, kappa: -0.0227, kb_relative_information_score: -5.2304, mean_absolute_error: 0.5181, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.493, predictive_accuracy: 0.4839, prior_entropy: 1, recall: 0.4839, relative_absolute_error: 1.0362, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5335, root_relative_squared_error: 1.067, run_cpu_time: 0.02,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4386, f_measure: 0.4435, kappa: -0.1249, kb_relative_information_score: -12, mean_absolute_error: 0.5484, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.4411, predictive_accuracy: 0.4516, prior_entropy: 1, ram_hours: 0, recall: 0.4516, relative_absolute_error: 1.0968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7405, root_relative_squared_error: 1.4811, run_cpu_time: 0.0009,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4144, f_measure: 0.3989, kappa: -0.2163, kb_relative_information_score: -1.6784, mean_absolute_error: 0.5052, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.3965, predictive_accuracy: 0.4032, prior_entropy: 1, ram_hours: 0, recall: 0.4032, relative_absolute_error: 1.0103, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5102, root_relative_squared_error: 1.0205, run_cpu_time: 0.0009,
Joaquin Vanschoren 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.281, kb_relative_information_score: -12, mean_absolute_error: 0.5484, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.204, predictive_accuracy: 0.4516, prior_entropy: 1, recall: 0.4516, relative_absolute_error: 1.0968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7405, root_relative_squared_error: 1.4811, run_cpu_time: 0.02,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4144, f_measure: 0.3989, kappa: -0.2163, kb_relative_information_score: -1.6784, mean_absolute_error: 0.5052, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.3965, predictive_accuracy: 0.4032, prior_entropy: 1, ram_hours: 0, recall: 0.4032, relative_absolute_error: 1.0103, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5102, root_relative_squared_error: 1.0205, run_cpu_time: 0.0013,