OpenML
Supervised Data Stream Classification on Hyperplane_10_1E-4

Supervised Data Stream Classification on Hyperplane_10_1E-4

Task 191 Supervised Data Stream Classification Hyperplane_10_1E-4 301 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-4
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/4643060/Run_1847204_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-4
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/4642935/Run_1847143_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-4
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/4642782/Run_1847071_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-4
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/4642670/Run_1847016_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-4
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/4642556/Run_1846959_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-4
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/4642420/Run_1846891_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-4
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/4642282/Run_1846822_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-4
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/4642121/Run_1846742_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-4
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/4641900/Run_1846632_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-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.9123, kappa: 0.8247, kb_relative_information_score: 858059.6683, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9124, predictive_accuracy: 0.9123, prior_entropy: 2.3219, recall: 0.9123, relative_absolute_error: 0.2002, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.4503,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9449, f_measure: 0.9127, kappa: 0.8254, kb_relative_information_score: 864987.3494, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9127, predictive_accuracy: 0.9127, prior_entropy: 2.3219, recall: 0.9127, relative_absolute_error: 0.1896, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1761, root_relative_squared_error: 0.4401,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9229, kappa: 0.8459, kb_relative_information_score: 877296.0197, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9229, predictive_accuracy: 0.9229, prior_entropy: 2.3219, recall: 0.9229, relative_absolute_error: 0.1673, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.4322,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, f_measure: 0.92, kappa: 0.84, kb_relative_information_score: 889763.4479, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.92, predictive_accuracy: 0.92, prior_entropy: 2.3219, recall: 0.92, relative_absolute_error: 0.1452, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.4222,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, f_measure: 0.9283, kappa: 0.8565, kb_relative_information_score: 900546.5623, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9283, predictive_accuracy: 0.9283, prior_entropy: 2.3219, recall: 0.9283, relative_absolute_error: 0.1259, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.167, root_relative_squared_error: 0.4174,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9251, kappa: 0.8502, kb_relative_information_score: 912197.4652, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9251, predictive_accuracy: 0.9251, prior_entropy: 2.3219, recall: 0.9251, relative_absolute_error: 0.1068, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1634, root_relative_squared_error: 0.4084,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 921347.1028, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0929, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.3987,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929670.3366, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.9123, kappa: 0.8247, kb_relative_information_score: 858059.6683, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9124, predictive_accuracy: 0.9123, prior_entropy: 2.3219, recall: 0.9123, relative_absolute_error: 0.2002, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.4503,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.913, kappa: 0.8261, kb_relative_information_score: 873121.4997, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9135, predictive_accuracy: 0.913, prior_entropy: 2.3219, recall: 0.913, relative_absolute_error: 0.1734, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.4388,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.92, kappa: 0.84, kb_relative_information_score: 887395.2804, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.92, predictive_accuracy: 0.92, prior_entropy: 2.3219, recall: 0.92, relative_absolute_error: 0.1484, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1704, root_relative_squared_error: 0.426,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.9181, kappa: 0.8362, kb_relative_information_score: 899257.4052, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9185, predictive_accuracy: 0.9181, prior_entropy: 2.3219, recall: 0.9181, relative_absolute_error: 0.1275, 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.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9251, kappa: 0.8502, kb_relative_information_score: 911632.3349, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9251, predictive_accuracy: 0.9251, prior_entropy: 2.3219, recall: 0.9251, relative_absolute_error: 0.1074, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.4097,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.926, kappa: 0.852, kb_relative_information_score: 921037.6908, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9267, predictive_accuracy: 0.926, prior_entropy: 2.3219, recall: 0.926, relative_absolute_error: 0.0932, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.3995,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929682.8617, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.3929,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929684.0003, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.3929,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929664.6433, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929685.139, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.3929,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.9373, kappa: 0.8746, kb_relative_information_score: 928619.3655, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9373, predictive_accuracy: 0.9373, prior_entropy: 2.3219, recall: 0.9373, relative_absolute_error: 0.0784, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1584, root_relative_squared_error: 0.3959,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9226, f_measure: 0.9226, kappa: 0.8451, kb_relative_information_score: 911830.0172, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9226, predictive_accuracy: 0.9226, prior_entropy: 2.3219, recall: 0.9226, relative_absolute_error: 0.0968, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.176, root_relative_squared_error: 0.44,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929670.3366, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 929588.354, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3932,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 929600.8791, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3932,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.8399, kappa: 0.6797, kb_relative_information_score: 766669.0147, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8399, predictive_accuracy: 0.8399, prior_entropy: 2.3219, recall: 0.8399, relative_absolute_error: 0.3397, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5513,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9207, f_measure: 0.8594, kappa: 0.7187, kb_relative_information_score: 771140.2026, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8594, predictive_accuracy: 0.8594, prior_entropy: 2.3219, recall: 0.8594, relative_absolute_error: 0.3401, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.5386,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9257, f_measure: 0.8684, kappa: 0.7367, kb_relative_information_score: 772238.6439, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8684, predictive_accuracy: 0.8684, prior_entropy: 2.3219, recall: 0.8684, relative_absolute_error: 0.3416, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2135, root_relative_squared_error: 0.5338,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 929596.3245, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3932,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9286, f_measure: 0.8742, kappa: 0.7485, kb_relative_information_score: 772417.6826, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8743, predictive_accuracy: 0.8742, prior_entropy: 2.3219, recall: 0.8742, relative_absolute_error: 0.3431, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2127, root_relative_squared_error: 0.5318,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8234, f_measure: 0.7271, kappa: 0.4541, kb_relative_information_score: 645795.2052, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7271, predictive_accuracy: 0.7271, prior_entropy: 2.3219, recall: 0.7271, relative_absolute_error: 0.5262, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.693,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8764, kb_relative_information_score: 929654.3955, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.9353, kappa: 0.8706, kb_relative_information_score: 926322.7147, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9353, predictive_accuracy: 0.9353, prior_entropy: 2.3219, recall: 0.9353, relative_absolute_error: 0.0809, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1609, root_relative_squared_error: 0.4022,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.914, kappa: 0.828, kb_relative_information_score: 902069.5361, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.914, predictive_accuracy: 0.914, prior_entropy: 2.3219, recall: 0.914, relative_absolute_error: 0.1075, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1855, root_relative_squared_error: 0.4637,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 929592.9086, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3932,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9209, kappa: 0.8417, kb_relative_information_score: 882239.7618, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9209, predictive_accuracy: 0.9209, prior_entropy: 2.3219, recall: 0.9209, relative_absolute_error: 0.158, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.171, root_relative_squared_error: 0.4276,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9464, f_measure: 0.9209, kappa: 0.8417, kb_relative_information_score: 887292.4877, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9209, predictive_accuracy: 0.9209, prior_entropy: 2.3219, recall: 0.9209, relative_absolute_error: 0.1503, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1685, root_relative_squared_error: 0.4211,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, f_measure: 0.9281, kappa: 0.8562, kb_relative_information_score: 900320.969, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9281, predictive_accuracy: 0.9281, prior_entropy: 2.3219, recall: 0.9281, relative_absolute_error: 0.1262, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1671, root_relative_squared_error: 0.4178,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9249, kappa: 0.8498, kb_relative_information_score: 911956.8017, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9249, predictive_accuracy: 0.9249, prior_entropy: 2.3219, recall: 0.9249, relative_absolute_error: 0.1072, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.4088,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 921346.5539, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0929, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1595, root_relative_squared_error: 0.3987,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929666.9206, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9209, kappa: 0.8417, kb_relative_information_score: 882239.7618, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9209, predictive_accuracy: 0.9209, prior_entropy: 2.3219, recall: 0.9209, relative_absolute_error: 0.158, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.171, root_relative_squared_error: 0.4276,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.9176, kappa: 0.8353, kb_relative_information_score: 899020.4325, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9181, predictive_accuracy: 0.9177, prior_entropy: 2.3219, recall: 0.9177, relative_absolute_error: 0.1279, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1681, root_relative_squared_error: 0.4203,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9249, kappa: 0.8498, kb_relative_information_score: 911375.2876, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9249, predictive_accuracy: 0.9249, prior_entropy: 2.3219, recall: 0.9249, relative_absolute_error: 0.1078, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.164, root_relative_squared_error: 0.4101,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.926, kappa: 0.8521, kb_relative_information_score: 921035.3251, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9268, predictive_accuracy: 0.9261, prior_entropy: 2.3219, recall: 0.9261, relative_absolute_error: 0.0932, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1598, root_relative_squared_error: 0.3995,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929681.723, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.3929,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9373, f_measure: 0.9373, kappa: 0.8746, kb_relative_information_score: 928630.752, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9373, predictive_accuracy: 0.9373, prior_entropy: 2.3219, recall: 0.9373, relative_absolute_error: 0.0783, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1583, root_relative_squared_error: 0.3959,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9255, f_measure: 0.9255, kappa: 0.8511, kb_relative_information_score: 915199.2733, mean_absolute_error: 0.0298, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9255, predictive_accuracy: 0.9255, prior_entropy: 2.3219, recall: 0.9255, relative_absolute_error: 0.0931, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.4315,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8764, kb_relative_information_score: 929654.3955, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.9353, kappa: 0.8707, kb_relative_information_score: 926358.0128, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9353, predictive_accuracy: 0.9353, prior_entropy: 2.3219, recall: 0.9353, relative_absolute_error: 0.0808, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1608, root_relative_squared_error: 0.4021,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9175, f_measure: 0.9175, kappa: 0.835, kb_relative_information_score: 906063.9094, 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: 0.4541,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.551, f_measure: 0.5294, kappa: 0.102, kb_relative_information_score: 488794.2337, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5624, predictive_accuracy: 0.551, prior_entropy: 2.3219, recall: 0.551, relative_absolute_error: 0.5612, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4238, root_relative_squared_error: 1.0594,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 929588.354, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3932,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 929600.8791, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3932,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 929597.4632, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3932,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8763, kb_relative_information_score: 929592.9086, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.3932,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929682.8617, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.3929,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929684.0003, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.3929,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929665.782, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9382, f_measure: 0.9382, kappa: 0.8765, kb_relative_information_score: 929666.9206, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9382, predictive_accuracy: 0.9382, prior_entropy: 2.3219, recall: 0.9382, relative_absolute_error: 0.0772, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.393,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.8973, kappa: 0.7947, kb_relative_information_score: 829519.4304, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8973, predictive_accuracy: 0.8973, prior_entropy: 2.3219, recall: 0.8973, relative_absolute_error: 0.2497, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.4672,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8988, kappa: 0.7976, kb_relative_information_score: 829948.5867, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8988, predictive_accuracy: 0.8988, prior_entropy: 2.3219, recall: 0.8988, relative_absolute_error: 0.2497, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.4658,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.8964, kappa: 0.7928, kb_relative_information_score: 833759.9229, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8964, predictive_accuracy: 0.8964, prior_entropy: 2.3219, recall: 0.8964, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.4628,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9401, f_measure: 0.8976, kappa: 0.7953, kb_relative_information_score: 834154.0831, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8976, predictive_accuracy: 0.8976, prior_entropy: 2.3219, recall: 0.8976, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.4613,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.899, kappa: 0.798, kb_relative_information_score: 829880.3987, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.899, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.2499, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.4657,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8991, kappa: 0.7982, kb_relative_information_score: 829862.2458, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8991, predictive_accuracy: 0.8991, prior_entropy: 2.3219, recall: 0.8991, relative_absolute_error: 0.25, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.4657,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.898, kappa: 0.796, kb_relative_information_score: 834447.8697, mean_absolute_error: 0.0772, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.898, predictive_accuracy: 0.898, prior_entropy: 2.3219, recall: 0.898, relative_absolute_error: 0.2412, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1844, root_relative_squared_error: 0.4609,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8975, kappa: 0.795, kb_relative_information_score: 834395.3082, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8975, predictive_accuracy: 0.8975, prior_entropy: 2.3219, recall: 0.8975, relative_absolute_error: 0.2409, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.4618,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8975, kappa: 0.795, kb_relative_information_score: 834395.3082, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8975, predictive_accuracy: 0.8975, prior_entropy: 2.3219, recall: 0.8975, relative_absolute_error: 0.2409, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.4618,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8975, kappa: 0.795, kb_relative_information_score: 834395.3082, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8975, predictive_accuracy: 0.8975, prior_entropy: 2.3219, recall: 0.8975, relative_absolute_error: 0.2409, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.4618,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8975, kappa: 0.795, kb_relative_information_score: 834395.3082, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8975, predictive_accuracy: 0.8975, prior_entropy: 2.3219, recall: 0.8975, relative_absolute_error: 0.2409, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.4618,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6407, f_measure: 0.6344, kappa: 0.2696, kb_relative_information_score: 592355.6549, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6355, predictive_accuracy: 0.6348, prior_entropy: 2.3219, recall: 0.6348, relative_absolute_error: 0.5809, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3044, root_relative_squared_error: 0.7611,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9362, kappa: 0.8724, kb_relative_information_score: 860566.2441, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9362, predictive_accuracy: 0.9362, prior_entropy: 2.3219, recall: 0.9362, relative_absolute_error: 0.2044, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.4331,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9379, kappa: 0.8758, kb_relative_information_score: 639509.778, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9379, predictive_accuracy: 0.9379, prior_entropy: 2.3219, recall: 0.9379, relative_absolute_error: 0.5487, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2786, root_relative_squared_error: 0.6965,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9151, f_measure: 0.8498, kappa: 0.6996, kb_relative_information_score: 749370.7997, mean_absolute_error: 0.1202, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8498, predictive_accuracy: 0.8498, prior_entropy: 2.3219, recall: 0.8498, relative_absolute_error: 0.3757, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.5578,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9078, f_measure: 0.8376, kappa: 0.6751, kb_relative_information_score: 766012.3996, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8376, predictive_accuracy: 0.8376, prior_entropy: 2.3219, recall: 0.8376, relative_absolute_error: 0.3397, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2212, root_relative_squared_error: 0.553,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6943, f_measure: 0.6574, kappa: 0.3147, kb_relative_information_score: 606020.6602, mean_absolute_error: 0.1804, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6574, predictive_accuracy: 0.6574, prior_entropy: 2.3219, recall: 0.6574, relative_absolute_error: 0.5636, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2976, root_relative_squared_error: 0.7439,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9035, f_measure: 0.8331, kappa: 0.6662, kb_relative_information_score: 737391.0922, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8331, predictive_accuracy: 0.8331, prior_entropy: 2.3219, recall: 0.8331, relative_absolute_error: 0.3907, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.5768,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.601, f_measure: 0.601, kappa: 0.2019, kb_relative_information_score: 545625.2383, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.601, predictive_accuracy: 0.601, prior_entropy: 2.3219, recall: 0.601, relative_absolute_error: 0.4988, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3995, root_relative_squared_error: 0.9988,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.8905, kappa: 0.781, kb_relative_information_score: 827480.0378, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8905, predictive_accuracy: 0.8905, prior_entropy: 2.3219, recall: 0.8905, relative_absolute_error: 0.2473, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.192, root_relative_squared_error: 0.48,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.9222, kappa: 0.8444, kb_relative_information_score: 911421.243, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9222, predictive_accuracy: 0.9222, prior_entropy: 2.3219, recall: 0.9222, relative_absolute_error: 0.0972, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.441,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9467, f_measure: 0.9286, kappa: 0.8572, kb_relative_information_score: 847742.647, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9286, predictive_accuracy: 0.9286, prior_entropy: 2.3219, recall: 0.9286, relative_absolute_error: 0.2247, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.4481,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7954, f_measure: 0.7924, kappa: 0.5907, kb_relative_information_score: 766974.7766, mean_absolute_error: 0.0819, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8132, predictive_accuracy: 0.7953, prior_entropy: 2.3219, recall: 0.7953, relative_absolute_error: 0.2558, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2861, root_relative_squared_error: 0.7153,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8916, f_measure: 0.7755, kappa: 0.5592, kb_relative_information_score: 654787.3504, mean_absolute_error: 0.1662, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8019, predictive_accuracy: 0.7796, prior_entropy: 2.3219, recall: 0.7796, relative_absolute_error: 0.5195, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2719, root_relative_squared_error: 0.6798,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9044, f_measure: 0.8325, kappa: 0.6657, kb_relative_information_score: 756269.7566, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8358, predictive_accuracy: 0.8329, prior_entropy: 2.3219, recall: 0.8329, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.5673,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7572, f_measure: 0.7572, kappa: 0.5143, kb_relative_information_score: 723494.4067, mean_absolute_error: 0.0971, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7572, predictive_accuracy: 0.7572, prior_entropy: 2.3219, recall: 0.7572, relative_absolute_error: 0.3035, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3117, root_relative_squared_error: 0.7792,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9092, f_measure: 0.8387, kappa: 0.6781, kb_relative_information_score: 764121.2667, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8418, predictive_accuracy: 0.8391, prior_entropy: 2.3219, recall: 0.8391, relative_absolute_error: 0.3446, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.5581,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.8915, kappa: 0.783, kb_relative_information_score: 825490.4077, mean_absolute_error: 0.0802, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8915, predictive_accuracy: 0.8915, prior_entropy: 2.3219, recall: 0.8915, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.4805,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9369, kappa: 0.8738, kb_relative_information_score: 909533.6628, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9369, predictive_accuracy: 0.9369, prior_entropy: 2.3219, recall: 0.9369, relative_absolute_error: 0.1189, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1556, root_relative_squared_error: 0.3889,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.4094, kappa: -0.0015, kb_relative_information_score: 569319.5654, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4981, predictive_accuracy: 0.4994, prior_entropy: 2.3219, recall: 0.4994, 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-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.5002, kappa: 0.0005, kb_relative_information_score: 430956.6652, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5002, predictive_accuracy: 0.5002, prior_entropy: 2.3219, recall: 0.5002, relative_absolute_error: 0.6247, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4471, root_relative_squared_error: 1.1178,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.7808, kappa: 0.5616, kb_relative_information_score: 719416.3006, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7809, predictive_accuracy: 0.7808, prior_entropy: 2.3219, recall: 0.7808, relative_absolute_error: 0.3834, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2494, root_relative_squared_error: 0.6234,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8868, kappa: 0.7736, kb_relative_information_score: 823790.3287, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8868, predictive_accuracy: 0.8868, prior_entropy: 2.3219, recall: 0.8868, relative_absolute_error: 0.251, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.488,

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-4 (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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