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Supervised Data Stream Classification on Hyperplane_10_1E-3

Supervised Data Stream Classification on Hyperplane_10_1E-3

Task 190 Supervised Data Stream Classification Hyperplane_10_1E-3 292 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Joaquin Vanschoren 9 years ago
ran flow moa.AMRulesRegressor(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, kb_relative_information_score: 430668.5875, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2.3219, recall: 0.5, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.118,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, kb_relative_information_score: 430668.5875, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2.3219, recall: 0.5, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.118,
Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8752, f_measure: 0.8043, kappa: 0.6087, kb_relative_information_score: 747112.6757, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8043, predictive_accuracy: 0.8043, prior_entropy: 2.3219, recall: 0.8043, relative_absolute_error: 0.3468, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2378, root_relative_squared_error: 0.5944,
Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9057, f_measure: 0.8365, kappa: 0.673, kb_relative_information_score: 707612.0676, mean_absolute_error: 0.142, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8365, predictive_accuracy: 0.8365, prior_entropy: 2.3219, recall: 0.8365, relative_absolute_error: 0.4437, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.6093,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, f_measure: 0.8748, kappa: 0.7497, kb_relative_information_score: 808531.6969, mean_absolute_error: 0.0887, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8748, predictive_accuracy: 0.8748, prior_entropy: 2.3219, recall: 0.8748, relative_absolute_error: 0.2772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.497,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.8765, kappa: 0.753, kb_relative_information_score: 809650.1131, mean_absolute_error: 0.0883, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8765, predictive_accuracy: 0.8765, prior_entropy: 2.3219, recall: 0.8765, relative_absolute_error: 0.2761, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1979, root_relative_squared_error: 0.4946,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.9185, kappa: 0.837, kb_relative_information_score: 907175.2287, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9185, predictive_accuracy: 0.9185, prior_entropy: 2.3219, recall: 0.9185, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.4514,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.9184, kappa: 0.8367, kb_relative_information_score: 907046.5616, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9184, predictive_accuracy: 0.9184, prior_entropy: 2.3219, recall: 0.9184, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.4518,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.8876, kappa: 0.7751, kb_relative_information_score: 871967.1284, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8876, predictive_accuracy: 0.8876, prior_entropy: 2.3219, recall: 0.8876, relative_absolute_error: 0.1406, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.5302,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9175, f_measure: 0.9175, kappa: 0.835, kb_relative_information_score: 906052.5229, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9175, predictive_accuracy: 0.9175, prior_entropy: 2.3219, recall: 0.9175, relative_absolute_error: 0.1031, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.4542,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.9185, kappa: 0.837, kb_relative_information_score: 907180.922, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9185, predictive_accuracy: 0.9185, prior_entropy: 2.3219, recall: 0.9185, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.4514,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.9185, kappa: 0.837, kb_relative_information_score: 907184.3379, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9185, predictive_accuracy: 0.9185, prior_entropy: 2.3219, recall: 0.9185, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.4514,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.9185, kappa: 0.837, kb_relative_information_score: 907180.922, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9185, predictive_accuracy: 0.9185, prior_entropy: 2.3219, recall: 0.9185, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.4514,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.9183, kappa: 0.8367, kb_relative_information_score: 907014.6795, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9183, predictive_accuracy: 0.9183, prior_entropy: 2.3219, recall: 0.9183, relative_absolute_error: 0.1021, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.4518,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.9183, kappa: 0.8366, kb_relative_information_score: 906966.8563, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9183, predictive_accuracy: 0.9183, prior_entropy: 2.3219, recall: 0.9183, relative_absolute_error: 0.1021, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.452,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8789, f_measure: 0.8021, kappa: 0.6042, kb_relative_information_score: 741142.2667, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8021, predictive_accuracy: 0.8021, prior_entropy: 2.3219, recall: 0.8021, relative_absolute_error: 0.3626, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2368, root_relative_squared_error: 0.592,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.9183, kappa: 0.8366, kb_relative_information_score: 906981.6588, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9183, predictive_accuracy: 0.9183, prior_entropy: 2.3219, recall: 0.9183, relative_absolute_error: 0.1021, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.4519,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.9004, kappa: 0.8008, kb_relative_information_score: 886566.8588, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9004, predictive_accuracy: 0.9004, prior_entropy: 2.3219, recall: 0.9004, relative_absolute_error: 0.1245, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.4991,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.9185, kappa: 0.837, kb_relative_information_score: 907175.2287, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9185, predictive_accuracy: 0.9185, prior_entropy: 2.3219, recall: 0.9185, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.4514,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8022, kappa: 0.6045, kb_relative_information_score: 741195.3664, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8022, predictive_accuracy: 0.8022, prior_entropy: 2.3219, recall: 0.8022, relative_absolute_error: 0.3626, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2367, root_relative_squared_error: 0.5918,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8772, kappa: 0.7544, kb_relative_information_score: 810582.4263, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8772, prior_entropy: 2.3219, recall: 0.8772, relative_absolute_error: 0.2747, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.4934,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.931, f_measure: 0.8762, kappa: 0.7524, kb_relative_information_score: 810527.4206, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8762, predictive_accuracy: 0.8762, prior_entropy: 2.3219, recall: 0.8762, relative_absolute_error: 0.2742, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.4944,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.9185, kappa: 0.837, kb_relative_information_score: 907179.7833, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9185, predictive_accuracy: 0.9185, prior_entropy: 2.3219, recall: 0.9185, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.4514,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8789, f_measure: 0.8024, kappa: 0.6048, kb_relative_information_score: 741267.2558, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8024, predictive_accuracy: 0.8024, prior_entropy: 2.3219, recall: 0.8024, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2368, root_relative_squared_error: 0.5919,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.9184, kappa: 0.8367, kb_relative_information_score: 907044.2843, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9184, predictive_accuracy: 0.9184, prior_entropy: 2.3219, recall: 0.9184, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.4518,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9183, f_measure: 0.9183, kappa: 0.8366, kb_relative_information_score: 906966.8563, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9183, predictive_accuracy: 0.9183, prior_entropy: 2.3219, recall: 0.9183, relative_absolute_error: 0.1021, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.452,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.9185, kappa: 0.837, kb_relative_information_score: 907180.922, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9185, predictive_accuracy: 0.9185, prior_entropy: 2.3219, recall: 0.9185, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1806, root_relative_squared_error: 0.4514,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.919, kappa: 0.838, kb_relative_information_score: 898524.2336, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.919, predictive_accuracy: 0.919, prior_entropy: 2.3219, recall: 0.919, relative_absolute_error: 0.1259, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.4272,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, f_measure: 0.8013, kappa: 0.6026, kb_relative_information_score: 740474.3575, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8013, predictive_accuracy: 0.8013, prior_entropy: 2.3219, recall: 0.8013, relative_absolute_error: 0.3628, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.5936,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.8857, kappa: 0.7686, kb_relative_information_score: 782837.2419, mean_absolute_error: 0.1039, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8876, predictive_accuracy: 0.8838, prior_entropy: 2.3219, recall: 0.8838, relative_absolute_error: 0.3248, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.5151,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.8857, kappa: 0.7686, kb_relative_information_score: 782815.2692, mean_absolute_error: 0.1039, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8876, predictive_accuracy: 0.8838, prior_entropy: 2.3219, recall: 0.8838, relative_absolute_error: 0.3248, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.5152,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, f_measure: 0.8013, kappa: 0.6026, kb_relative_information_score: 740474.3575, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8013, predictive_accuracy: 0.8013, prior_entropy: 2.3219, recall: 0.8013, relative_absolute_error: 0.3628, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.5936,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.8853, kappa: 0.7679, kb_relative_information_score: 782910.5399, mean_absolute_error: 0.1039, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8872, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.3246, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.5151,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, f_measure: 0.9185, kappa: 0.837, kb_relative_information_score: 897245.2851, mean_absolute_error: 0.0416, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9185, predictive_accuracy: 0.9185, prior_entropy: 2.3219, recall: 0.9185, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.168, root_relative_squared_error: 0.4201,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, f_measure: 0.8013, kappa: 0.6026, kb_relative_information_score: 740474.3575, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8013, predictive_accuracy: 0.8013, prior_entropy: 2.3219, recall: 0.8013, relative_absolute_error: 0.3628, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.5936,
Jan van Rijn 9 years ago
ran flow moa.BLAST(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.919, kappa: 0.838, kb_relative_information_score: 898524.2336, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.919, predictive_accuracy: 0.919, prior_entropy: 2.3219, recall: 0.919, relative_absolute_error: 0.1259, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.4272,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, f_measure: 0.8013, kappa: 0.6026, kb_relative_information_score: 740474.3575, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8013, predictive_accuracy: 0.8013, prior_entropy: 2.3219, recall: 0.8013, relative_absolute_error: 0.3628, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.5936,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8022, kappa: 0.6045, kb_relative_information_score: 741195.3664, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8022, predictive_accuracy: 0.8022, prior_entropy: 2.3219, recall: 0.8022, relative_absolute_error: 0.3626, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2367, root_relative_squared_error: 0.5918,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8789, f_measure: 0.8024, kappa: 0.6048, kb_relative_information_score: 741267.1687, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8024, predictive_accuracy: 0.8024, prior_entropy: 2.3219, recall: 0.8024, relative_absolute_error: 0.3623, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2368, root_relative_squared_error: 0.5919,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8753, f_measure: 0.7995, kappa: 0.5991, kb_relative_information_score: 739603.2243, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7995, predictive_accuracy: 0.7995, prior_entropy: 2.3219, recall: 0.7995, relative_absolute_error: 0.3629, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2385, root_relative_squared_error: 0.5962,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.858, kappa: 0.7159, kb_relative_information_score: 762275.1596, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.858, predictive_accuracy: 0.858, prior_entropy: 2.3219, recall: 0.858, relative_absolute_error: 0.3554, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5513,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7778, f_measure: 0.7092, kappa: 0.4184, kb_relative_information_score: 657003.899, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7092, predictive_accuracy: 0.7092, prior_entropy: 2.3219, recall: 0.7092, relative_absolute_error: 0.4742, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2773, root_relative_squared_error: 0.6932,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, f_measure: 0.9218, kappa: 0.8437, kb_relative_information_score: 892899.2128, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9218, predictive_accuracy: 0.9218, prior_entropy: 2.3219, recall: 0.9218, relative_absolute_error: 0.1421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1648, root_relative_squared_error: 0.412,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8836, kappa: 0.7672, kb_relative_information_score: 773662.9435, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8836, predictive_accuracy: 0.8836, prior_entropy: 2.3219, recall: 0.8836, relative_absolute_error: 0.3433, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.5302,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_RuleClassifier(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8789, f_measure: 0.8061, kappa: 0.6123, kb_relative_information_score: 705528.8861, mean_absolute_error: 0.1398, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8062, predictive_accuracy: 0.8061, prior_entropy: 2.3219, recall: 0.8061, relative_absolute_error: 0.4368, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2476, root_relative_squared_error: 0.619,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.9039, kappa: 0.8078, kb_relative_information_score: 632464.1987, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9039, predictive_accuracy: 0.9039, prior_entropy: 2.3219, recall: 0.9039, relative_absolute_error: 0.5563, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2826, root_relative_squared_error: 0.7065,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7755, f_measure: 0.7013, kappa: 0.4065, kb_relative_information_score: 626501.0435, mean_absolute_error: 0.1746, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7085, predictive_accuracy: 0.7032, prior_entropy: 2.3219, recall: 0.7032, relative_absolute_error: 0.5456, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2874, root_relative_squared_error: 0.7184,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, kb_relative_information_score: 430668.5875, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2.3219, recall: 0.5, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.118,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.9075, kappa: 0.815, kb_relative_information_score: 633778.21, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9075, predictive_accuracy: 0.9075, prior_entropy: 2.3219, recall: 0.9075, relative_absolute_error: 0.5548, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2819, root_relative_squared_error: 0.7046,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9167, f_measure: 0.854, kappa: 0.708, kb_relative_information_score: 793664.5221, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.854, predictive_accuracy: 0.854, prior_entropy: 2.3219, recall: 0.854, relative_absolute_error: 0.2934, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.5283,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.8949, kappa: 0.7898, kb_relative_information_score: 775824.9188, mean_absolute_error: 0.1095, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8949, predictive_accuracy: 0.8949, prior_entropy: 2.3219, recall: 0.8949, relative_absolute_error: 0.3423, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.5243,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.9014, kappa: 0.8029, kb_relative_information_score: 838652.0475, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9014, predictive_accuracy: 0.9014, prior_entropy: 2.3219, recall: 0.9014, relative_absolute_error: 0.234, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1865, root_relative_squared_error: 0.4662,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7605, f_measure: 0.7413, kappa: 0.4875, kb_relative_information_score: 692193.0935, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7534, predictive_accuracy: 0.7438, prior_entropy: 2.3219, recall: 0.7438, relative_absolute_error: 0.3613, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3038, root_relative_squared_error: 0.7595,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8629, kappa: 0.7259, kb_relative_information_score: 839496.5015, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8631, predictive_accuracy: 0.863, prior_entropy: 2.3219, recall: 0.863, relative_absolute_error: 0.1955, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.5329,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8523, f_measure: 0.788, kappa: 0.576, kb_relative_information_score: 756875.9689, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.788, predictive_accuracy: 0.788, prior_entropy: 2.3219, recall: 0.788, relative_absolute_error: 0.3027, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.6313,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7421, f_measure: 0.7052, kappa: 0.4104, kb_relative_information_score: 630360.8593, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7052, predictive_accuracy: 0.7052, prior_entropy: 2.3219, recall: 0.7052, relative_absolute_error: 0.5189, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.7123,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.638, f_measure: 0.638, kappa: 0.276, kb_relative_information_score: 587788.3921, mean_absolute_error: 0.1448, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.638, predictive_accuracy: 0.638, prior_entropy: 2.3219, recall: 0.638, relative_absolute_error: 0.4525, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3805, root_relative_squared_error: 0.9513,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.844, kappa: 0.688, kb_relative_information_score: 776949.377, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.844, predictive_accuracy: 0.844, prior_entropy: 2.3219, recall: 0.844, relative_absolute_error: 0.3191, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.5445,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, f_measure: 0.9182, kappa: 0.8364, kb_relative_information_score: 897392.323, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9182, predictive_accuracy: 0.9182, prior_entropy: 2.3219, recall: 0.9182, relative_absolute_error: 0.1295, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.168, root_relative_squared_error: 0.4199,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6355, f_measure: 0.6302, kappa: 0.2608, kb_relative_information_score: 558001.5398, mean_absolute_error: 0.1641, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6306, predictive_accuracy: 0.6304, prior_entropy: 2.3219, recall: 0.6304, relative_absolute_error: 0.5128, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3311, root_relative_squared_error: 0.8276,
Jan van Rijn 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.844, f_measure: 0.7709, kappa: 0.5417, kb_relative_information_score: 714861.2601, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7709, predictive_accuracy: 0.7709, prior_entropy: 2.3219, recall: 0.7709, relative_absolute_error: 0.3913, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.6335,
Jan van Rijn 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6298, f_measure: 0.5943, kappa: 0.19, kb_relative_information_score: 581554.0878, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5957, predictive_accuracy: 0.595, prior_entropy: 2.3219, recall: 0.595, relative_absolute_error: 0.5884, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.31, root_relative_squared_error: 0.775,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8649, f_measure: 0.7971, kappa: 0.5943, kb_relative_information_score: 736084.136, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7972, predictive_accuracy: 0.7971, prior_entropy: 2.3219, recall: 0.7971, relative_absolute_error: 0.3606, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2428, root_relative_squared_error: 0.607,
Jan van Rijn 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, kb_relative_information_score: 430668.5875, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2.3219, recall: 0.5, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.118,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6255, f_measure: 0.6128, kappa: 0.2279, kb_relative_information_score: 563196.7738, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6153, predictive_accuracy: 0.6139, prior_entropy: 2.3219, recall: 0.6139, relative_absolute_error: 0.4884, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3716, root_relative_squared_error: 0.9289,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.8669, kappa: 0.7338, kb_relative_information_score: 804058.0589, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8669, predictive_accuracy: 0.8669, prior_entropy: 2.3219, recall: 0.8669, relative_absolute_error: 0.2764, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.5173, run_cpu_time: 31.9668,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7479, f_measure: 0.682, kappa: 0.3642, kb_relative_information_score: 640193.4686, mean_absolute_error: 0.1547, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6822, predictive_accuracy: 0.6821, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6821, relative_absolute_error: 0.4836, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2873, root_relative_squared_error: 0.7184, run_cpu_time: 10.11,
Jan van Rijn 11 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, kb_relative_information_score: 430668.5875, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2.3219, ram_hours: 0.208, recall: 0.5, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.118, run_cpu_time: 1670.67,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.8838, kappa: 0.7676, kb_relative_information_score: 807577.8877, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8838, predictive_accuracy: 0.8838, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8838, relative_absolute_error: 0.2842, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.4938, run_cpu_time: 97.02,
Jan van Rijn 11 years ago
ran flow moa.AMRules(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, kb_relative_information_score: 430668.5875, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2.3219, ram_hours: 0.0025, recall: 0.5, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.118, run_cpu_time: 138.53,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, f_measure: 0.8669, kappa: 0.7338, kb_relative_information_score: 804058.0589, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8669, predictive_accuracy: 0.8669, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8669, relative_absolute_error: 0.2764, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.5173, run_cpu_time: 30.58,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.498, kappa: -0.0017, kb_relative_information_score: 569319.5321, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4992, predictive_accuracy: 0.4992, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4992, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3162, root_relative_squared_error: 0.7906, run_cpu_time: 7.08,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8366, kappa: 0.6731, kb_relative_information_score: 679664.6751, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8366, predictive_accuracy: 0.8366, prior_entropy: 2.3219, ram_hours: 0.0004, recall: 0.8366, relative_absolute_error: 0.4892, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.257, root_relative_squared_error: 0.6424, run_cpu_time: 127.56,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6255, f_measure: 0.6128, kappa: 0.2279, kb_relative_information_score: 563196.7738, mean_absolute_error: 0.1563, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6153, predictive_accuracy: 0.6139, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6139, relative_absolute_error: 0.4884, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3716, root_relative_squared_error: 0.9289, run_cpu_time: 8.59,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8213, f_measure: 0.7476, kappa: 0.4953, kb_relative_information_score: 674906.7812, mean_absolute_error: 0.1495, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7476, predictive_accuracy: 0.7476, prior_entropy: 2.3219, ram_hours: 0.0607, recall: 0.7476, relative_absolute_error: 0.4673, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.6633, run_cpu_time: 1170.56,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.7876, kappa: 0.5752, kb_relative_information_score: 736015.8809, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7876, predictive_accuracy: 0.7876, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7876, relative_absolute_error: 0.3553, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.6161, run_cpu_time: 15.92,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4999, kappa: -0.0001, kb_relative_information_score: 430609.3779, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4999, predictive_accuracy: 0.4999, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4999, relative_absolute_error: 0.6251, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.1181, run_cpu_time: 6.5,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.3333, kb_relative_information_score: 430266.3772, mean_absolute_error: 0.2001, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2.3219, ram_hours: 0.0013, recall: 0.5, relative_absolute_error: 0.6254, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.1179, run_cpu_time: 61.71,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5434, f_measure: 0.5425, kappa: 0.0866, kb_relative_information_score: 479591.4215, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5436, predictive_accuracy: 0.5433, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5433, relative_absolute_error: 0.5712, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4273, root_relative_squared_error: 1.0684, run_cpu_time: 6.92,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7225, f_measure: 0.6648, kappa: 0.3302, kb_relative_information_score: 626598.1111, mean_absolute_error: 0.1568, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6656, predictive_accuracy: 0.6651, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6651, relative_absolute_error: 0.4899, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2975, root_relative_squared_error: 0.7437, run_cpu_time: 21.17,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9116, f_measure: 0.9116, kappa: 0.8231, kb_relative_information_score: 899314.0106, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9116, predictive_accuracy: 0.9116, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9116, relative_absolute_error: 0.1105, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.4702, run_cpu_time: 6.02,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, kb_relative_information_score: 430668.5875, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2.3219, ram_hours: 0.0045, recall: 0.5, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.118, run_cpu_time: 133.7,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7787, f_measure: 0.7023, kappa: 0.4049, kb_relative_information_score: 662391.696, mean_absolute_error: 0.1461, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.703, predictive_accuracy: 0.7025, prior_entropy: 2.3219, ram_hours: 0.0132, recall: 0.7025, relative_absolute_error: 0.4564, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2782, root_relative_squared_error: 0.6955, run_cpu_time: 478.09,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6625, f_measure: 0.6626, kappa: 0.3252, kb_relative_information_score: 591425.9236, mean_absolute_error: 0.1908, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6627, predictive_accuracy: 0.6626, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6626, relative_absolute_error: 0.5963, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3046, root_relative_squared_error: 0.7616, run_cpu_time: 9.28,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, kb_relative_information_score: 430668.5875, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.118, run_cpu_time: 7.09,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6539, f_measure: 0.6261, kappa: 0.2532, kb_relative_information_score: 573615.9286, mean_absolute_error: 0.1594, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6273, predictive_accuracy: 0.6266, prior_entropy: 2.3219, ram_hours: 0, recall: 0.6266, relative_absolute_error: 0.4981, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3392, root_relative_squared_error: 0.848, run_cpu_time: 7.92,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.834, kappa: 0.6686, kb_relative_information_score: 756921.7937, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8364, predictive_accuracy: 0.8343, prior_entropy: 2.3219, ram_hours: 0.0007, recall: 0.8343, relative_absolute_error: 0.3553, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.5664, run_cpu_time: 5081.55,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9045, f_measure: 0.8329, kappa: 0.6666, kb_relative_information_score: 756829.4559, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8362, predictive_accuracy: 0.8333, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8333, relative_absolute_error: 0.3553, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.5666, run_cpu_time: 265.69,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.711, f_measure: 0.7091, kappa: 0.422, kb_relative_information_score: 670933.3279, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7167, predictive_accuracy: 0.711, prior_entropy: 2.3219, ram_hours: 0, recall: 0.711, relative_absolute_error: 0.3612, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.34, root_relative_squared_error: 0.85, run_cpu_time: 6.25,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.7876, kappa: 0.5752, kb_relative_information_score: 736015.8809, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7876, predictive_accuracy: 0.7876, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7876, relative_absolute_error: 0.3553, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.6161, run_cpu_time: 15.26,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7777, f_measure: 0.7091, kappa: 0.4182, kb_relative_information_score: 656913.7949, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7091, predictive_accuracy: 0.7091, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7091, relative_absolute_error: 0.4743, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2773, root_relative_squared_error: 0.6933, run_cpu_time: 9.39,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9302, f_measure: 0.8753, kappa: 0.7506, kb_relative_information_score: 810152.2495, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8753, predictive_accuracy: 0.8753, prior_entropy: 2.3219, ram_hours: 0.0003, recall: 0.8753, relative_absolute_error: 0.2741, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.496, run_cpu_time: 197.44,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

Given inputs

estimation_procedure Interleaved Test then Train
source_data Hyperplane_10_1E-3 (1)
target_feature class

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
predictions The desired output format Predictions (optional)

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