OpenML
Supervised Data Stream Classification on BNG(heart-c)

Supervised Data Stream Classification on BNG(heart-c)

Task 2162 Supervised Data Stream Classification BNG(heart-c) 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 BNG(heart-c)
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/4642947/Run_1847149_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 BNG(heart-c)
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/4642820/Run_1847090_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 BNG(heart-c)
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/4642705/Run_1847033_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 BNG(heart-c)
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/4642594/Run_1846978_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 BNG(heart-c)
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/4642474/Run_1846918_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 BNG(heart-c)
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/4642320/Run_1846841_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 BNG(heart-c)
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/4642175/Run_1846769_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 BNG(heart-c)
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/4642019/Run_1846691_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 BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8682, kappa: 0.7394, kb_relative_information_score: 805666.2885, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8721, predictive_accuracy: 0.8711, prior_entropy: 2.3219, recall: 0.8711, relative_absolute_error: 0.274, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5157,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.869, kappa: 0.7411, kb_relative_information_score: 817536.9023, mean_absolute_error: 0.0813, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8721, predictive_accuracy: 0.8719, prior_entropy: 2.3219, recall: 0.8719, relative_absolute_error: 0.254, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2011, root_relative_squared_error: 0.5028,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.8762, kappa: 0.7557, kb_relative_information_score: 836196.2969, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8761, predictive_accuracy: 0.8785, prior_entropy: 2.3219, recall: 0.8785, relative_absolute_error: 0.2189, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.4939,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.8745, kappa: 0.7522, kb_relative_information_score: 844813.4601, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8743, predictive_accuracy: 0.8769, prior_entropy: 2.3219, recall: 0.8769, relative_absolute_error: 0.1992, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.198, root_relative_squared_error: 0.4951,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.922, f_measure: 0.8774, kappa: 0.7579, kb_relative_information_score: 856279.2048, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8768, predictive_accuracy: 0.8795, prior_entropy: 2.3219, recall: 0.8795, relative_absolute_error: 0.1788, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.4983,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.8766, kappa: 0.7559, kb_relative_information_score: 861763.7499, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8758, predictive_accuracy: 0.8785, prior_entropy: 2.3219, recall: 0.8785, relative_absolute_error: 0.1685, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.508,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.878, kappa: 0.7586, kb_relative_information_score: 864808.0666, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1576, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.5261,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.878, kappa: 0.7586, kb_relative_information_score: 863018.5026, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5484,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8682, kappa: 0.7394, kb_relative_information_score: 805666.2885, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8721, predictive_accuracy: 0.8711, prior_entropy: 2.3219, recall: 0.8711, relative_absolute_error: 0.274, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5157,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.868, kappa: 0.7392, kb_relative_information_score: 833012.0394, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8716, predictive_accuracy: 0.871, prior_entropy: 2.3219, recall: 0.871, relative_absolute_error: 0.2242, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.4973,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9255, f_measure: 0.8744, kappa: 0.7521, kb_relative_information_score: 842722.9823, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8753, predictive_accuracy: 0.8768, prior_entropy: 2.3219, recall: 0.8768, relative_absolute_error: 0.2021, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.497,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9208, f_measure: 0.87, kappa: 0.743, kb_relative_information_score: 855914.1806, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8721, predictive_accuracy: 0.8728, prior_entropy: 2.3219, recall: 0.8728, relative_absolute_error: 0.1796, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.4989,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.8763, kappa: 0.7557, kb_relative_information_score: 861640.2913, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8759, predictive_accuracy: 0.8785, prior_entropy: 2.3219, recall: 0.8785, relative_absolute_error: 0.1687, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.5082,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.8731, kappa: 0.7488, kb_relative_information_score: 864751.2179, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8739, predictive_accuracy: 0.8755, prior_entropy: 2.3219, recall: 0.8755, relative_absolute_error: 0.1577, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.5262,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.878, kappa: 0.7586, kb_relative_information_score: 863000.2842, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5484,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.878, kappa: 0.7587, kb_relative_information_score: 863029.889, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5484,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.878, kappa: 0.7586, kb_relative_information_score: 863004.8388, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5484,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, f_measure: 0.8781, kappa: 0.7588, kb_relative_information_score: 863146.031, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8771, predictive_accuracy: 0.8798, prior_entropy: 2.3219, recall: 0.8798, relative_absolute_error: 0.1502, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.5482,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.8729, kappa: 0.7485, kb_relative_information_score: 857294.5247, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8719, predictive_accuracy: 0.8747, prior_entropy: 2.3219, recall: 0.8747, relative_absolute_error: 0.1567, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.5598,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8536, f_measure: 0.853, kappa: 0.7087, kb_relative_information_score: 834901.8951, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.852, predictive_accuracy: 0.855, prior_entropy: 2.3219, recall: 0.855, relative_absolute_error: 0.1812, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2408, root_relative_squared_error: 0.6021,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.878, kappa: 0.7586, kb_relative_information_score: 863018.5026, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5484,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8774, kappa: 0.7574, kb_relative_information_score: 862294.3232, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8764, predictive_accuracy: 0.8791, prior_entropy: 2.3219, recall: 0.8791, relative_absolute_error: 0.1512, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.5499,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8774, kappa: 0.7573, kb_relative_information_score: 862276.1048, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8764, predictive_accuracy: 0.879, prior_entropy: 2.3219, recall: 0.879, relative_absolute_error: 0.1512, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.22, root_relative_squared_error: 0.5499,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8774, kappa: 0.7573, kb_relative_information_score: 862264.7183, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8763, predictive_accuracy: 0.879, prior_entropy: 2.3219, recall: 0.879, relative_absolute_error: 0.1512, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.22, root_relative_squared_error: 0.5499,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.869, kappa: 0.7415, kb_relative_information_score: 815941.6252, mean_absolute_error: 0.0824, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8669, predictive_accuracy: 0.8713, prior_entropy: 2.3219, recall: 0.8713, relative_absolute_error: 0.2575, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4901,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.872, kappa: 0.7475, kb_relative_information_score: 817874.9295, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8699, predictive_accuracy: 0.8743, prior_entropy: 2.3219, recall: 0.8743, relative_absolute_error: 0.2565, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1938, root_relative_squared_error: 0.4846,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9447, f_measure: 0.8742, kappa: 0.7519, kb_relative_information_score: 818777.5088, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8721, predictive_accuracy: 0.8765, prior_entropy: 2.3219, recall: 0.8765, relative_absolute_error: 0.2569, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1925, root_relative_squared_error: 0.4812,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.8757, kappa: 0.755, kb_relative_information_score: 819494.5714, mean_absolute_error: 0.0823, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8736, predictive_accuracy: 0.878, prior_entropy: 2.3219, recall: 0.878, relative_absolute_error: 0.2573, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4785,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.8672, kappa: 0.7379, kb_relative_information_score: 841968.7133, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.865, predictive_accuracy: 0.8694, prior_entropy: 2.3219, recall: 0.8694, relative_absolute_error: 0.2027, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.4939,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, f_measure: 0.8781, kappa: 0.7588, kb_relative_information_score: 863123.2581, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8771, predictive_accuracy: 0.8798, prior_entropy: 2.3219, recall: 0.8798, relative_absolute_error: 0.1503, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.5482,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8692, f_measure: 0.8682, kappa: 0.7392, kb_relative_information_score: 852074.9674, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8672, predictive_accuracy: 0.8701, prior_entropy: 2.3219, recall: 0.8701, relative_absolute_error: 0.1624, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.228, root_relative_squared_error: 0.5699,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.845, f_measure: 0.8444, kappa: 0.6913, kb_relative_information_score: 825112.9478, mean_absolute_error: 0.0614, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8435, predictive_accuracy: 0.8464, prior_entropy: 2.3219, recall: 0.8464, relative_absolute_error: 0.192, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2479, root_relative_squared_error: 0.6197,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8774, kappa: 0.7574, kb_relative_information_score: 862281.798, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8764, predictive_accuracy: 0.8791, prior_entropy: 2.3219, recall: 0.8791, relative_absolute_error: 0.1512, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.22, root_relative_squared_error: 0.5499,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.8686, kappa: 0.7403, kb_relative_information_score: 797092.3441, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.869, predictive_accuracy: 0.8715, prior_entropy: 2.3219, recall: 0.8715, relative_absolute_error: 0.281, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.5335,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.8688, kappa: 0.7405, kb_relative_information_score: 814449.0725, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8708, predictive_accuracy: 0.8715, prior_entropy: 2.3219, recall: 0.8715, relative_absolute_error: 0.2545, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.206, root_relative_squared_error: 0.5149,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8762, kappa: 0.7553, kb_relative_information_score: 842221.6107, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8756, predictive_accuracy: 0.8783, prior_entropy: 2.3219, recall: 0.8783, relative_absolute_error: 0.2027, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2022, root_relative_squared_error: 0.5056,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9118, f_measure: 0.8763, kappa: 0.7554, kb_relative_information_score: 861824.1478, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8756, predictive_accuracy: 0.8783, prior_entropy: 2.3219, recall: 0.8783, relative_absolute_error: 0.1681, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.5085,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, f_measure: 0.8779, kappa: 0.7585, kb_relative_information_score: 864822.588, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8796, prior_entropy: 2.3219, recall: 0.8796, relative_absolute_error: 0.1576, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.5259,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8779, kappa: 0.7585, kb_relative_information_score: 862921.7176, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8796, prior_entropy: 2.3219, recall: 0.8796, relative_absolute_error: 0.1505, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5486,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.8686, kappa: 0.7403, kb_relative_information_score: 797092.3441, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.869, predictive_accuracy: 0.8715, prior_entropy: 2.3219, recall: 0.8715, relative_absolute_error: 0.281, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.5335,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.8687, kappa: 0.7404, kb_relative_information_score: 839704.8161, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8706, predictive_accuracy: 0.8715, prior_entropy: 2.3219, recall: 0.8715, relative_absolute_error: 0.2079, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.5093,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.911, f_measure: 0.876, kappa: 0.7552, kb_relative_information_score: 861699.3435, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8756, predictive_accuracy: 0.8783, prior_entropy: 2.3219, recall: 0.8783, relative_absolute_error: 0.1684, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.5087,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.873, kappa: 0.7487, kb_relative_information_score: 864767.1368, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8739, predictive_accuracy: 0.8754, prior_entropy: 2.3219, recall: 0.8754, relative_absolute_error: 0.1577, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.526,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8792, f_measure: 0.8781, kappa: 0.7587, kb_relative_information_score: 863054.9393, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1503, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.5483,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8748, f_measure: 0.8737, kappa: 0.7501, kb_relative_information_score: 858217.9673, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8728, predictive_accuracy: 0.8755, prior_entropy: 2.3219, recall: 0.8755, relative_absolute_error: 0.1556, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2232, root_relative_squared_error: 0.5579,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, f_measure: 0.8611, kappa: 0.7247, kb_relative_information_score: 843984.8813, mean_absolute_error: 0.0548, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8601, predictive_accuracy: 0.863, prior_entropy: 2.3219, recall: 0.863, relative_absolute_error: 0.1713, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.5853,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.878, kappa: 0.7586, kb_relative_information_score: 863016.2253, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5484,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8709, f_measure: 0.87, kappa: 0.7426, kb_relative_information_score: 854026.6081, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.869, predictive_accuracy: 0.8718, prior_entropy: 2.3219, recall: 0.8718, relative_absolute_error: 0.1602, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.5661,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8512, f_measure: 0.8506, kappa: 0.7037, kb_relative_information_score: 832099.6851, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8497, predictive_accuracy: 0.8525, prior_entropy: 2.3219, recall: 0.8525, relative_absolute_error: 0.1843, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.6072,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6899, f_measure: 0.6911, kappa: 0.3894, kb_relative_information_score: 661932.3242, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.712, predictive_accuracy: 0.7031, prior_entropy: 2.3219, recall: 0.7031, relative_absolute_error: 0.3711, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.8615,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.8772, kappa: 0.757, kb_relative_information_score: 862089.3667, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8762, predictive_accuracy: 0.8789, prior_entropy: 2.3219, recall: 0.8789, relative_absolute_error: 0.1514, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2201, root_relative_squared_error: 0.5503,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8773, kappa: 0.7572, kb_relative_information_score: 862187.2903, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8763, predictive_accuracy: 0.879, prior_entropy: 2.3219, recall: 0.879, relative_absolute_error: 0.1513, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.22, root_relative_squared_error: 0.5501,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8773, kappa: 0.7572, kb_relative_information_score: 862195.2609, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8763, predictive_accuracy: 0.879, prior_entropy: 2.3219, recall: 0.879, relative_absolute_error: 0.1513, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.22, root_relative_squared_error: 0.5501,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.8773, kappa: 0.7572, kb_relative_information_score: 862172.4879, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8763, predictive_accuracy: 0.879, prior_entropy: 2.3219, recall: 0.879, relative_absolute_error: 0.1513, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.22, root_relative_squared_error: 0.5501,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.879, f_measure: 0.8779, kappa: 0.7584, kb_relative_information_score: 862859.092, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8796, prior_entropy: 2.3219, recall: 0.8796, relative_absolute_error: 0.1506, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.5487,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8779, kappa: 0.7585, kb_relative_information_score: 862910.3311, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8796, prior_entropy: 2.3219, recall: 0.8796, relative_absolute_error: 0.1505, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.5486,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8779, kappa: 0.7585, kb_relative_information_score: 862919.4403, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8796, prior_entropy: 2.3219, recall: 0.8796, relative_absolute_error: 0.1505, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5486,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8779, kappa: 0.7585, kb_relative_information_score: 862921.7176, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8769, predictive_accuracy: 0.8796, prior_entropy: 2.3219, recall: 0.8796, relative_absolute_error: 0.1505, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5486,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.8802, kappa: 0.7633, kb_relative_information_score: 844076.2383, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8793, predictive_accuracy: 0.882, prior_entropy: 2.3219, recall: 0.882, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.188, root_relative_squared_error: 0.47,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9486, f_measure: 0.8806, kappa: 0.764, kb_relative_information_score: 844452.3048, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8824, prior_entropy: 2.3219, recall: 0.8824, relative_absolute_error: 0.2082, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.4685,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.8874, kappa: 0.7778, kb_relative_information_score: 849523.5641, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8865, predictive_accuracy: 0.8893, prior_entropy: 2.3219, recall: 0.8893, relative_absolute_error: 0.2049, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1811, root_relative_squared_error: 0.4527,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.8877, kappa: 0.7786, kb_relative_information_score: 849467.4725, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8869, predictive_accuracy: 0.8897, prior_entropy: 2.3219, recall: 0.8897, relative_absolute_error: 0.2054, 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.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.8805, kappa: 0.7639, kb_relative_information_score: 844424.474, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.8824, prior_entropy: 2.3219, recall: 0.8824, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.4681,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.8805, kappa: 0.7639, kb_relative_information_score: 844396.0139, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8797, predictive_accuracy: 0.8824, prior_entropy: 2.3219, recall: 0.8824, relative_absolute_error: 0.2082, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.4685,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.8876, kappa: 0.7784, kb_relative_information_score: 849517.0583, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8867, predictive_accuracy: 0.8896, prior_entropy: 2.3219, recall: 0.8896, relative_absolute_error: 0.2052, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.4519,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.8874, kappa: 0.7779, kb_relative_information_score: 849384.5445, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8865, predictive_accuracy: 0.8893, prior_entropy: 2.3219, recall: 0.8893, relative_absolute_error: 0.2052, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1809, root_relative_squared_error: 0.4522,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7622, f_measure: 0.7552, kappa: 0.5125, kb_relative_information_score: 652832.7618, mean_absolute_error: 0.1472, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7532, predictive_accuracy: 0.7572, prior_entropy: 2.3219, recall: 0.7572, relative_absolute_error: 0.4601, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2713, root_relative_squared_error: 0.6782,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.8783, kappa: 0.7602, kb_relative_information_score: 842494.841, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8806, prior_entropy: 2.3219, recall: 0.8806, relative_absolute_error: 0.2152, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.187, root_relative_squared_error: 0.4675,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8959, f_measure: 0.8745, kappa: 0.7525, kb_relative_information_score: 497899.9722, mean_absolute_error: 0.2208, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8723, predictive_accuracy: 0.8767, prior_entropy: 2.3219, recall: 0.8767, relative_absolute_error: 0.69, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3039, root_relative_squared_error: 0.7597,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9418, f_measure: 0.8725, kappa: 0.7483, kb_relative_information_score: 806341.4587, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8709, predictive_accuracy: 0.875, prior_entropy: 2.3219, recall: 0.875, relative_absolute_error: 0.2809, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1947, root_relative_squared_error: 0.4867,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.8688, kappa: 0.741, kb_relative_information_score: 815833.2007, mean_absolute_error: 0.0824, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8666, predictive_accuracy: 0.8711, prior_entropy: 2.3219, recall: 0.8711, relative_absolute_error: 0.2574, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1963, root_relative_squared_error: 0.4906,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7934, f_measure: 0.755, kappa: 0.512, kb_relative_information_score: 665183.7497, mean_absolute_error: 0.1464, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.753, predictive_accuracy: 0.7571, prior_entropy: 2.3219, recall: 0.7571, relative_absolute_error: 0.4574, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2661, root_relative_squared_error: 0.6653,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9346, f_measure: 0.8581, kappa: 0.7196, kb_relative_information_score: 798667.7748, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.856, predictive_accuracy: 0.8603, prior_entropy: 2.3219, recall: 0.8603, relative_absolute_error: 0.2867, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2022, root_relative_squared_error: 0.5055,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7738, f_measure: 0.7456, kappa: 0.4934, kb_relative_information_score: 721011.4141, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7437, predictive_accuracy: 0.7476, prior_entropy: 2.3219, recall: 0.7476, relative_absolute_error: 0.3139, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.7631,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8781, kappa: 0.7587, kb_relative_information_score: 843289.0453, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8771, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.2068, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4785,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5928, f_measure: 0.5921, kappa: 0.1854, kb_relative_information_score: 536966.9674, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5909, predictive_accuracy: 0.5933, prior_entropy: 2.3219, recall: 0.5933, relative_absolute_error: 0.5083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4033, root_relative_squared_error: 1.0083,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5932, f_measure: 0.5919, kappa: 0.1848, kb_relative_information_score: 536978.9661, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5906, predictive_accuracy: 0.5933, prior_entropy: 2.3219, recall: 0.5933, relative_absolute_error: 0.5084, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4032, root_relative_squared_error: 1.008,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7382, f_measure: 0.737, kappa: 0.4762, kb_relative_information_score: 702628.7025, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7352, predictive_accuracy: 0.7388, prior_entropy: 2.3219, recall: 0.7388, relative_absolute_error: 0.3265, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.808,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8174, f_measure: 0.7387, kappa: 0.4797, kb_relative_information_score: 710958.2761, mean_absolute_error: 0.1066, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7369, predictive_accuracy: 0.7405, prior_entropy: 2.3219, recall: 0.7405, relative_absolute_error: 0.3331, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.7421,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9197, f_measure: 0.8451, kappa: 0.6929, kb_relative_information_score: 808204.1787, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8455, predictive_accuracy: 0.8481, prior_entropy: 2.3219, recall: 0.8481, relative_absolute_error: 0.2592, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.5259,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.8121, kappa: 0.6259, kb_relative_information_score: 787701.5658, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.811, predictive_accuracy: 0.8136, prior_entropy: 2.3219, recall: 0.8136, relative_absolute_error: 0.2331, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.6827,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9207, f_measure: 0.8456, kappa: 0.6939, kb_relative_information_score: 810338.6781, mean_absolute_error: 0.0817, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.846, predictive_accuracy: 0.8486, prior_entropy: 2.3219, recall: 0.8486, relative_absolute_error: 0.2552, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.5243,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8781, kappa: 0.7589, kb_relative_information_score: 842928.7347, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8798, prior_entropy: 2.3219, recall: 0.8798, relative_absolute_error: 0.2073, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4786,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5011, f_measure: 0.3804, kb_relative_information_score: 477857.4548, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2932, predictive_accuracy: 0.5414, prior_entropy: 2.3219, recall: 0.5414, relative_absolute_error: 0.5732, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4283, root_relative_squared_error: 1.0707,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.3804, kappa: 0, kb_relative_information_score: 565154.9173, mean_absolute_error: 0.2004, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5137, predictive_accuracy: 0.5414, prior_entropy: 2.3219, recall: 0.5414, relative_absolute_error: 0.6263, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3166, root_relative_squared_error: 0.7914,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.4981, kappa: -0.0017, kb_relative_information_score: 428473.2764, mean_absolute_error: 0.2008, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4981, predictive_accuracy: 0.4981, prior_entropy: 2.3219, recall: 0.4981, relative_absolute_error: 0.6274, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4481, root_relative_squared_error: 1.1202,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.8272, kappa: 0.6571, kb_relative_information_score: 769882.0891, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8259, predictive_accuracy: 0.8294, prior_entropy: 2.3219, recall: 0.8294, relative_absolute_error: 0.3114, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.5616,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8792, kappa: 0.7609, kb_relative_information_score: 843601.8807, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8782, predictive_accuracy: 0.8808, prior_entropy: 2.3219, recall: 0.8808, relative_absolute_error: 0.2063, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.4773,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8781, kappa: 0.7587, kb_relative_information_score: 843289.0453, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8771, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.2068, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4785,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.858, f_measure: 0.7568, kappa: 0.5152, kb_relative_information_score: 730337.9888, mean_absolute_error: 0.1179, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.756, predictive_accuracy: 0.7599, prior_entropy: 2.3219, recall: 0.7599, relative_absolute_error: 0.3684, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.249, root_relative_squared_error: 0.6226,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.8663, kappa: 0.7355, kb_relative_information_score: 840737.7791, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8653, predictive_accuracy: 0.868, prior_entropy: 2.3219, recall: 0.868, relative_absolute_error: 0.2024, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4977,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.878, kappa: 0.7586, kb_relative_information_score: 863016.2253, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.877, predictive_accuracy: 0.8797, prior_entropy: 2.3219, recall: 0.8797, relative_absolute_error: 0.1504, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.5484,

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 BNG(heart-c) (1)
target_feature num

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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