OpenML
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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Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4643049/Run_1847199_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642911/Run_1847131_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642780/Run_1847070_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642668/Run_1847015_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642554/Run_1846958_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642406/Run_1846884_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642272/Run_1846817_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4642119/Run_1846741_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Problem getting URL, status 404: https://www.openml.org/data/v1/download/4641898/Run_1846631_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.816, kappa: 0.6321, kb_relative_information_score: 781976.3983, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8161, predictive_accuracy: 0.816, prior_entropy: 2.3219, recall: 0.816, relative_absolute_error: 0.2941, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.5686,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.908, f_measure: 0.8171, kappa: 0.6342, kb_relative_information_score: 795600.1188, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8171, predictive_accuracy: 0.8171, prior_entropy: 2.3219, recall: 0.8171, relative_absolute_error: 0.2784, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.5481,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9168, f_measure: 0.8575, kappa: 0.7149, kb_relative_information_score: 810594.1072, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8575, predictive_accuracy: 0.8575, prior_entropy: 2.3219, recall: 0.8575, relative_absolute_error: 0.2555, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.5329,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.924, f_measure: 0.8446, kappa: 0.6892, kb_relative_information_score: 826536.3314, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8446, predictive_accuracy: 0.8446, prior_entropy: 2.3219, recall: 0.8446, relative_absolute_error: 0.2312, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.5171,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 0.901, kappa: 0.8019, kb_relative_information_score: 843517.6593, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9011, predictive_accuracy: 0.901, prior_entropy: 2.3219, recall: 0.901, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.4987,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9331, f_measure: 0.8912, kappa: 0.7824, kb_relative_information_score: 861948.033, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8914, predictive_accuracy: 0.8912, prior_entropy: 2.3219, recall: 0.8912, relative_absolute_error: 0.1819, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.4803,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.9185, kappa: 0.837, kb_relative_information_score: 881620.8941, mean_absolute_error: 0.0476, 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: 0.1487, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.188, root_relative_squared_error: 0.4701,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 907178.6447, 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 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.816, kappa: 0.6321, kb_relative_information_score: 781976.3983, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8161, predictive_accuracy: 0.816, prior_entropy: 2.3219, recall: 0.816, relative_absolute_error: 0.2941, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.5686,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.8292, kappa: 0.6589, kb_relative_information_score: 800554.5276, mean_absolute_error: 0.0854, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8316, predictive_accuracy: 0.8294, prior_entropy: 2.3219, recall: 0.8294, relative_absolute_error: 0.2668, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.5493,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9136, f_measure: 0.8446, kappa: 0.6892, kb_relative_information_score: 818407.3023, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8446, predictive_accuracy: 0.8446, prior_entropy: 2.3219, recall: 0.8446, relative_absolute_error: 0.2391, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.5298,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9209, f_measure: 0.8609, kappa: 0.7229, kb_relative_information_score: 837589.7758, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.867, predictive_accuracy: 0.8614, prior_entropy: 2.3219, recall: 0.8614, relative_absolute_error: 0.2147, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.5092,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9261, f_measure: 0.8912, kappa: 0.7824, kb_relative_information_score: 858099.9984, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8914, predictive_accuracy: 0.8912, prior_entropy: 2.3219, recall: 0.8912, relative_absolute_error: 0.1865, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.195, root_relative_squared_error: 0.4874,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8675, kappa: 0.7366, kb_relative_information_score: 879449.8182, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8771, predictive_accuracy: 0.8683, prior_entropy: 2.3219, recall: 0.8683, relative_absolute_error: 0.151, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.4747,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 907177.506, 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 8 years ago
ran flow moa.BlastDecayed(9) 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: 907049.9776, 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 8 years ago
ran flow moa.BlastDecayed(9) 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: 906949.7766, 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: 0.1022, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.452,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.8971, kappa: 0.7941, kb_relative_information_score: 882780.8579, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8971, predictive_accuracy: 0.8971, prior_entropy: 2.3219, recall: 0.8971, relative_absolute_error: 0.1287, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2029, root_relative_squared_error: 0.5073,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 907178.6447, 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 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, 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,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, 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,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.8438, kappa: 0.6875, kb_relative_information_score: 778332.6546, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8438, predictive_accuracy: 0.8438, prior_entropy: 2.3219, recall: 0.8438, relative_absolute_error: 0.3156, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2173, root_relative_squared_error: 0.5432,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9107, f_measure: 0.8471, kappa: 0.6943, kb_relative_information_score: 776750.7891, mean_absolute_error: 0.1028, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8471, predictive_accuracy: 0.8471, prior_entropy: 2.3219, recall: 0.8471, relative_absolute_error: 0.3212, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.5411,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.8455, kappa: 0.6909, kb_relative_information_score: 773446.4943, mean_absolute_error: 0.1046, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8455, predictive_accuracy: 0.8455, prior_entropy: 2.3219, recall: 0.8455, relative_absolute_error: 0.327, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.5439,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, 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,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.8441, kappa: 0.6882, kb_relative_information_score: 771379.6178, mean_absolute_error: 0.1057, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8441, predictive_accuracy: 0.8441, prior_entropy: 2.3219, recall: 0.8441, relative_absolute_error: 0.3304, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2184, root_relative_squared_error: 0.5461,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_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: 0.893, f_measure: 0.8158, kappa: 0.6316, kb_relative_information_score: 736109.2222, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8158, predictive_accuracy: 0.8158, prior_entropy: 2.3219, recall: 0.8158, relative_absolute_error: 0.3869, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.5855,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.9184, kappa: 0.8368, kb_relative_information_score: 907078.4437, mean_absolute_error: 0.0326, 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: 0.4517,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9175, f_measure: 0.9175, kappa: 0.8349, kb_relative_information_score: 906004.6997, 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: 0.1032, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.4543,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8841, f_measure: 0.8841, kappa: 0.7683, kb_relative_information_score: 868084.3426, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8842, predictive_accuracy: 0.8841, prior_entropy: 2.3219, recall: 0.8841, relative_absolute_error: 0.1448, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.5382,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, 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,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.8243, kappa: 0.6487, kb_relative_information_score: 802769.4302, mean_absolute_error: 0.0833, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8243, predictive_accuracy: 0.8243, prior_entropy: 2.3219, recall: 0.8243, relative_absolute_error: 0.2602, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.5491,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 0.8243, kappa: 0.6487, kb_relative_information_score: 817078.6091, mean_absolute_error: 0.0784, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8243, predictive_accuracy: 0.8243, prior_entropy: 2.3219, recall: 0.8243, relative_absolute_error: 0.2449, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.5284,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9289, f_measure: 0.8991, kappa: 0.7983, kb_relative_information_score: 840587.9677, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8993, predictive_accuracy: 0.8991, prior_entropy: 2.3219, recall: 0.8991, relative_absolute_error: 0.2122, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2015, root_relative_squared_error: 0.5038,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9331, f_measure: 0.8902, kappa: 0.7805, kb_relative_information_score: 860036.4806, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8905, predictive_accuracy: 0.8902, prior_entropy: 2.3219, recall: 0.8902, relative_absolute_error: 0.1852, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.4819,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.9185, kappa: 0.837, kb_relative_information_score: 881260.5423, mean_absolute_error: 0.0478, 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: 0.1494, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.4705,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.8243, kappa: 0.6487, kb_relative_information_score: 802769.4302, mean_absolute_error: 0.0833, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8243, predictive_accuracy: 0.8243, prior_entropy: 2.3219, recall: 0.8243, relative_absolute_error: 0.2602, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2196, root_relative_squared_error: 0.5491,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.8545, kappa: 0.7104, kb_relative_information_score: 833777.8933, mean_absolute_error: 0.0702, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.862, predictive_accuracy: 0.8552, prior_entropy: 2.3219, recall: 0.8552, relative_absolute_error: 0.2192, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8902, kappa: 0.7805, kb_relative_information_score: 855706.7357, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8905, predictive_accuracy: 0.8902, prior_entropy: 2.3219, recall: 0.8902, relative_absolute_error: 0.1904, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.4898,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.866, kappa: 0.7336, kb_relative_information_score: 879033.6446, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.876, predictive_accuracy: 0.8668, prior_entropy: 2.3219, recall: 0.8668, relative_absolute_error: 0.1517, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.4752,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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 8 years ago
ran flow moa.BlastDecayed(9) 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: 886565.7201, 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 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.9184, kappa: 0.8368, kb_relative_information_score: 907078.4437, mean_absolute_error: 0.0326, 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: 0.4517,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9175, 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,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.8876, kappa: 0.7751, kb_relative_information_score: 871969.4057, 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,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_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: 0.5352, f_measure: 0.5104, kappa: 0.0704, kb_relative_information_score: 470725.0463, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5441, predictive_accuracy: 0.5352, prior_entropy: 2.3219, recall: 0.5352, relative_absolute_error: 0.581, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4312, root_relative_squared_error: 1.078,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, 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,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, 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,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, 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,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, 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,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 907178.6447, 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 8 years ago
ran flow moa.BlastDecayed(9) 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 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) 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: 740472.6622, 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 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) 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 8 years ago
ran flow moa.LeveragingBag_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: 0.9311, f_measure: 0.8766, kappa: 0.7531, kb_relative_information_score: 810687.9264, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8766, predictive_accuracy: 0.8766, prior_entropy: 2.3219, recall: 0.8766, relative_absolute_error: 0.2741, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.4941,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_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: 0.9314, f_measure: 0.8776, kappa: 0.7552, kb_relative_information_score: 810782.8562, mean_absolute_error: 0.0878, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8776, predictive_accuracy: 0.8776, prior_entropy: 2.3219, recall: 0.8776, relative_absolute_error: 0.2744, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4932,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_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: 0.929, f_measure: 0.8748, kappa: 0.7496, kb_relative_information_score: 808402.6057, 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: 0.2773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.4972,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) 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: 0.6044, kb_relative_information_score: 741196.2681, 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 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) 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: 741141.2853, 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 8 years ago
ran flow moa.LeveragingBag_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: 0.9307, f_measure: 0.8767, kappa: 0.7535, kb_relative_information_score: 809893.9837, mean_absolute_error: 0.0882, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8767, predictive_accuracy: 0.8767, prior_entropy: 2.3219, recall: 0.8767, relative_absolute_error: 0.2757, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.4943,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6298, 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 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.9015, kappa: 0.8029, kb_relative_information_score: 838653.2109, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9015, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, 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 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.9073, kappa: 0.8147, kb_relative_information_score: 633710.8911, mean_absolute_error: 0.1776, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9073, predictive_accuracy: 0.9073, prior_entropy: 2.3219, recall: 0.9073, relative_absolute_error: 0.5549, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2819, root_relative_squared_error: 0.7047,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9117, f_measure: 0.8455, kappa: 0.6911, kb_relative_information_score: 760086.9662, mean_absolute_error: 0.113, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8455, predictive_accuracy: 0.8455, prior_entropy: 2.3219, recall: 0.8455, relative_absolute_error: 0.3531, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.5492,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9078, f_measure: 0.843, kappa: 0.686, kb_relative_information_score: 778315.2191, mean_absolute_error: 0.1009, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.843, predictive_accuracy: 0.843, prior_entropy: 2.3219, recall: 0.843, relative_absolute_error: 0.3152, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.5438,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7421, f_measure: 0.7053, kappa: 0.4105, kb_relative_information_score: 630368.6295, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7053, predictive_accuracy: 0.7053, prior_entropy: 2.3219, recall: 0.7053, 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 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.902, f_measure: 0.8316, kappa: 0.6632, kb_relative_information_score: 751342.3214, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8316, predictive_accuracy: 0.8316, prior_entropy: 2.3219, recall: 0.8316, relative_absolute_error: 0.3625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5644,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6702, f_measure: 0.6692, kappa: 0.3384, kb_relative_information_score: 623337.6573, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6692, predictive_accuracy: 0.6692, prior_entropy: 2.3219, recall: 0.6692, relative_absolute_error: 0.4135, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3635, root_relative_squared_error: 0.9087,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) 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: 0.5753, kb_relative_information_score: 736014.0393, 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, 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,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) 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, 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,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9418, f_measure: 0.9057, kappa: 0.8114, kb_relative_information_score: 838976.7156, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9057, predictive_accuracy: 0.9057, prior_entropy: 2.3219, recall: 0.9057, relative_absolute_error: 0.2346, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.4641,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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, 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,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) 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 8 years ago
ran flow moa.kNN(3) 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, 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,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7573, f_measure: 0.7573, kappa: 0.5147, kb_relative_information_score: 723702.779, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7573, predictive_accuracy: 0.7573, prior_entropy: 2.3219, recall: 0.7573, relative_absolute_error: 0.3033, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3115, root_relative_squared_error: 0.7789,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.8384, kappa: 0.6774, kb_relative_information_score: 763826.5299, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8414, predictive_accuracy: 0.8387, prior_entropy: 2.3219, recall: 0.8387, relative_absolute_error: 0.3447, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.5586,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) 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 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, 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 8 years ago
ran flow moa.MajorityClass(3) 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, 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,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) 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, 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,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) 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, 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,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9166, 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,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.7876, kappa: 0.5753, kb_relative_information_score: 736014.0393, 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, 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,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) 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, 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,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7777, 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, 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,

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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