Task
Supervised Data Stream Classification on BNG(anneal)

Supervised Data Stream Classification on BNG(anneal)

Task 125963 Supervised Data Stream Classification BNG(anneal) 100 runs submitted
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Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)
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/4643039/Run_1847194_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(anneal)
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/4643031/Run_1847190_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(anneal)
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/4642881/Run_1847120_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(anneal)
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/4642772/Run_1847066_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(anneal)
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/4642654/Run_1847008_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(anneal)
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/4642536/Run_1846949_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(anneal)
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/4642388/Run_1846875_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(anneal)
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/4642252/Run_1846807_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(anneal)
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/4642105/Run_1846734_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(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.9088, kappa: 0.7829, kb_relative_information_score: 799903.0451, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9203, predictive_accuracy: 0.9207, prior_entropy: 2.585, recall: 0.9207, relative_absolute_error: 0.3245, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.4568,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9239, kappa: 0.8105, kb_relative_information_score: 874896.4216, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.929, predictive_accuracy: 0.9303, prior_entropy: 2.585, recall: 0.9303, relative_absolute_error: 0.1897, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1453, root_relative_squared_error: 0.3898,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.9239, kappa: 0.8104, kb_relative_information_score: 884168.4931, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9291, predictive_accuracy: 0.9303, prior_entropy: 2.585, recall: 0.9303, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1453, root_relative_squared_error: 0.3899,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.9276, kappa: 0.8197, kb_relative_information_score: 903472.4569, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9312, predictive_accuracy: 0.933, prior_entropy: 2.585, recall: 0.933, relative_absolute_error: 0.1388, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1365, root_relative_squared_error: 0.3661,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.9353, kappa: 0.8393, kb_relative_information_score: 910705.1608, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9363, predictive_accuracy: 0.939, prior_entropy: 2.585, recall: 0.939, relative_absolute_error: 0.1263, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.3627,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.927, kappa: 0.8198, kb_relative_information_score: 920364.5837, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9294, predictive_accuracy: 0.9328, prior_entropy: 2.585, recall: 0.9328, relative_absolute_error: 0.1077, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.3627,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.9445, kappa: 0.8633, kb_relative_information_score: 927295.5175, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0947, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1353, root_relative_squared_error: 0.3629,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9445, kappa: 0.8633, kb_relative_information_score: 940495.2819, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.36,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.9088, kappa: 0.7829, kb_relative_information_score: 799903.0451, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9203, predictive_accuracy: 0.9207, prior_entropy: 2.585, recall: 0.9207, relative_absolute_error: 0.3245, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.4568,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.9067, kappa: 0.7751, kb_relative_information_score: 865823.155, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9194, predictive_accuracy: 0.919, prior_entropy: 2.585, recall: 0.919, relative_absolute_error: 0.2003, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.4135,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.9267, kappa: 0.8175, kb_relative_information_score: 902024.4755, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9317, predictive_accuracy: 0.9323, prior_entropy: 2.585, recall: 0.9323, relative_absolute_error: 0.1409, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.3692,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9643, f_measure: 0.9229, kappa: 0.8123, kb_relative_information_score: 909398.0372, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.928, predictive_accuracy: 0.9293, prior_entropy: 2.585, recall: 0.9293, relative_absolute_error: 0.1281, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.3657,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9528, f_measure: 0.9257, kappa: 0.8157, kb_relative_information_score: 919500.0758, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9291, predictive_accuracy: 0.9313, prior_entropy: 2.585, recall: 0.9313, relative_absolute_error: 0.1087, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.136, root_relative_squared_error: 0.365,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.9216, kappa: 0.8113, kb_relative_information_score: 926531.6507, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9287, predictive_accuracy: 0.9274, prior_entropy: 2.585, recall: 0.9274, relative_absolute_error: 0.0955, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1361, root_relative_squared_error: 0.3652,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9445, kappa: 0.8631, kb_relative_information_score: 940395.0221, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9438, predictive_accuracy: 0.9459, prior_entropy: 2.585, recall: 0.9459, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.3603,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9445, kappa: 0.8633, kb_relative_information_score: 940464.4327, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.3601,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9445, kappa: 0.8633, kb_relative_information_score: 940493.0784, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.36,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.9443, kappa: 0.8625, kb_relative_information_score: 940222.0465, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9436, predictive_accuracy: 0.9457, prior_entropy: 2.585, recall: 0.9457, relative_absolute_error: 0.0651, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1345, root_relative_squared_error: 0.3609,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.9439, kappa: 0.8616, kb_relative_information_score: 939808.8882, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9432, predictive_accuracy: 0.9454, prior_entropy: 2.585, recall: 0.9454, relative_absolute_error: 0.0656, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1349, root_relative_squared_error: 0.3621,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.9234, kappa: 0.8087, kb_relative_information_score: 918077.8607, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9226, predictive_accuracy: 0.9256, prior_entropy: 2.585, recall: 0.9256, relative_absolute_error: 0.0892, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.4224,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9445, kappa: 0.8633, kb_relative_information_score: 940495.2819, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.36,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9445, kappa: 0.8631, kb_relative_information_score: 940395.0221, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9438, predictive_accuracy: 0.9459, prior_entropy: 2.585, recall: 0.9459, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.3603,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9445, kappa: 0.8633, kb_relative_information_score: 940473.2468, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.3601,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8633, kb_relative_information_score: 940498.5872, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.36,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9365, kappa: 0.8502, kb_relative_information_score: 922886.9826, mean_absolute_error: 0.0291, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9339, predictive_accuracy: 0.9413, prior_entropy: 2.585, recall: 0.9413, relative_absolute_error: 0.1047, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.119, root_relative_squared_error: 0.3194,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9367, kappa: 0.8507, kb_relative_information_score: 922699.2379, mean_absolute_error: 0.0292, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.934, predictive_accuracy: 0.9416, prior_entropy: 2.585, recall: 0.9416, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.3174,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9363, kappa: 0.8501, kb_relative_information_score: 922143.1973, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9333, predictive_accuracy: 0.9415, prior_entropy: 2.585, recall: 0.9415, relative_absolute_error: 0.1065, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1179, root_relative_squared_error: 0.3164,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.936, kappa: 0.8493, kb_relative_information_score: 921297.3747, mean_absolute_error: 0.03, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9328, predictive_accuracy: 0.9413, prior_entropy: 2.585, recall: 0.9413, relative_absolute_error: 0.1082, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1179, root_relative_squared_error: 0.3163,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.8921, kappa: 0.7301, kb_relative_information_score: 858653.6891, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9075, predictive_accuracy: 0.8834, prior_entropy: 2.585, recall: 0.8834, relative_absolute_error: 0.1939, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1678, root_relative_squared_error: 0.4503,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.9444, kappa: 0.8629, kb_relative_information_score: 940332.2221, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9437, predictive_accuracy: 0.9458, prior_entropy: 2.585, recall: 0.9458, relative_absolute_error: 0.065, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.3605,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9209, f_measure: 0.9408, kappa: 0.8538, kb_relative_information_score: 936706.3444, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9401, predictive_accuracy: 0.9426, prior_entropy: 2.585, recall: 0.9426, relative_absolute_error: 0.0689, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.3713,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8442, f_measure: 0.8854, kappa: 0.7063, kb_relative_information_score: 873700.247, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8881, predictive_accuracy: 0.8854, prior_entropy: 2.585, recall: 0.8854, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1955, root_relative_squared_error: 0.5245,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8633, kb_relative_information_score: 940499.6889, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.36,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.8972, kappa: 0.7513, kb_relative_information_score: 756160.7856, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9095, predictive_accuracy: 0.9053, prior_entropy: 2.585, recall: 0.9053, relative_absolute_error: 0.3896, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.5182,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.9337, kappa: 0.8326, kb_relative_information_score: 869044.8757, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9342, predictive_accuracy: 0.9356, prior_entropy: 2.585, recall: 0.9356, relative_absolute_error: 0.2048, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.3921,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.9337, kappa: 0.8328, kb_relative_information_score: 883961.766, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9343, predictive_accuracy: 0.9357, prior_entropy: 2.585, recall: 0.9357, relative_absolute_error: 0.1758, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.3894,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.9408, kappa: 0.8533, kb_relative_information_score: 913129.5625, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9402, predictive_accuracy: 0.9422, prior_entropy: 2.585, recall: 0.9422, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.3606,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6553, f_measure: 0.6451, kappa: 0.1975, kb_relative_information_score: 521137.3538, mean_absolute_error: 0.1449, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7732, predictive_accuracy: 0.5654, prior_entropy: 2.585, recall: 0.5654, relative_absolute_error: 0.5216, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3806, root_relative_squared_error: 1.0213,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.9446, kappa: 0.8634, kb_relative_information_score: 925907.7795, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.097, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1362, root_relative_squared_error: 0.3655,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8634, kb_relative_information_score: 940528.3346, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.3599,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.8972, kappa: 0.7513, kb_relative_information_score: 756160.7856, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9095, predictive_accuracy: 0.9053, prior_entropy: 2.585, recall: 0.9053, relative_absolute_error: 0.3896, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.5182,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.903, kappa: 0.7606, kb_relative_information_score: 856331.9835, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.912, predictive_accuracy: 0.9117, prior_entropy: 2.585, recall: 0.9117, relative_absolute_error: 0.2196, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1611, 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 BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.9366, kappa: 0.835, kb_relative_information_score: 911478.7957, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9423, predictive_accuracy: 0.935, prior_entropy: 2.585, recall: 0.935, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1359, root_relative_squared_error: 0.3647,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9393, f_measure: 0.8989, kappa: 0.765, kb_relative_information_score: 924972.2624, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9156, predictive_accuracy: 0.9132, prior_entropy: 2.585, recall: 0.9132, relative_absolute_error: 0.098, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1372, root_relative_squared_error: 0.3682,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.9443, kappa: 0.8626, kb_relative_information_score: 940253.9974, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9436, predictive_accuracy: 0.9458, prior_entropy: 2.585, recall: 0.9458, relative_absolute_error: 0.0651, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.3608,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.9442, kappa: 0.8624, kb_relative_information_score: 940110.7692, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9435, predictive_accuracy: 0.9456, prior_entropy: 2.585, recall: 0.9456, relative_absolute_error: 0.0652, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1346, root_relative_squared_error: 0.3612,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, f_measure: 0.9297, kappa: 0.8246, kb_relative_information_score: 923993.1865, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9291, predictive_accuracy: 0.931, prior_entropy: 2.585, recall: 0.931, relative_absolute_error: 0.0828, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1516, root_relative_squared_error: 0.4069,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.9444, kappa: 0.8629, kb_relative_information_score: 940367.4782, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9438, predictive_accuracy: 0.9459, prior_entropy: 2.585, recall: 0.9459, relative_absolute_error: 0.065, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.3604,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9226, f_measure: 0.9417, kappa: 0.8561, kb_relative_information_score: 937603.1734, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.941, predictive_accuracy: 0.9434, prior_entropy: 2.585, recall: 0.9434, relative_absolute_error: 0.068, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1374, root_relative_squared_error: 0.3687,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8546, f_measure: 0.8908, kappa: 0.7198, kb_relative_information_score: 877892.427, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8946, predictive_accuracy: 0.8892, prior_entropy: 2.585, recall: 0.8892, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.5157,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.9445, kappa: 0.8632, kb_relative_information_score: 940425.8713, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9438, predictive_accuracy: 0.9459, prior_entropy: 2.585, recall: 0.9459, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.3602,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8633, kb_relative_information_score: 940506.2994, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.36,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8634, kb_relative_information_score: 940536.0469, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.3599,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8634, kb_relative_information_score: 940534.9451, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.3599,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.9445, kappa: 0.8632, kb_relative_information_score: 940425.8713, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9438, predictive_accuracy: 0.9459, prior_entropy: 2.585, recall: 0.9459, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.3602,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8633, kb_relative_information_score: 940497.4854, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.36,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8634, kb_relative_information_score: 940528.3346, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.3599,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8634, kb_relative_information_score: 940528.3346, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.3599,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9465, kappa: 0.8679, kb_relative_information_score: 932770.5647, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9459, predictive_accuracy: 0.9477, prior_entropy: 2.585, recall: 0.9477, relative_absolute_error: 0.0918, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.3049,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9466, kappa: 0.8684, kb_relative_information_score: 932850.2083, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9461, predictive_accuracy: 0.9479, prior_entropy: 2.585, recall: 0.9479, relative_absolute_error: 0.092, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.3037,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9582, kappa: 0.8971, kb_relative_information_score: 947636.9062, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9579, predictive_accuracy: 0.9591, prior_entropy: 2.585, recall: 0.9591, relative_absolute_error: 0.0717, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1006, root_relative_squared_error: 0.27,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9584, kappa: 0.8976, kb_relative_information_score: 947559.5931, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9581, predictive_accuracy: 0.9592, prior_entropy: 2.585, recall: 0.9592, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1009, root_relative_squared_error: 0.2709,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9477, kappa: 0.871, kb_relative_information_score: 934008.3421, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9472, predictive_accuracy: 0.9489, prior_entropy: 2.585, recall: 0.9489, relative_absolute_error: 0.0909, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1121, root_relative_squared_error: 0.3009,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9473, kappa: 0.87, kb_relative_information_score: 933451.5492, mean_absolute_error: 0.0255, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9468, predictive_accuracy: 0.9485, prior_entropy: 2.585, recall: 0.9485, relative_absolute_error: 0.0916, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1125, root_relative_squared_error: 0.302,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9585, kappa: 0.8977, kb_relative_information_score: 947614.8997, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9582, predictive_accuracy: 0.9593, prior_entropy: 2.585, recall: 0.9593, relative_absolute_error: 0.072, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1007, root_relative_squared_error: 0.2702,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9584, kappa: 0.8976, kb_relative_information_score: 947718.0418, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9581, predictive_accuracy: 0.9592, prior_entropy: 2.585, recall: 0.9592, relative_absolute_error: 0.0718, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.2697,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.9329, kappa: 0.837, kb_relative_information_score: 905445.8625, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9322, predictive_accuracy: 0.9357, prior_entropy: 2.585, recall: 0.9357, relative_absolute_error: 0.1351, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1285, root_relative_squared_error: 0.3447,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6929, f_measure: 0.7568, kappa: 0.4172, kb_relative_information_score: 741156.8091, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.73, predictive_accuracy: 0.8291, prior_entropy: 2.585, recall: 0.8291, relative_absolute_error: 0.3427, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2181, root_relative_squared_error: 0.5852,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9042, f_measure: 0.9168, kappa: 0.7947, kb_relative_information_score: 372688.9151, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9158, predictive_accuracy: 0.9197, prior_entropy: 2.585, recall: 0.9197, relative_absolute_error: 0.809, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3143, root_relative_squared_error: 0.8434,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9389, kappa: 0.8492, kb_relative_information_score: 917797.6594, mean_absolute_error: 0.0321, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9384, predictive_accuracy: 0.9414, prior_entropy: 2.585, recall: 0.9414, relative_absolute_error: 0.1156, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1234, root_relative_squared_error: 0.331,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9364, kappa: 0.8499, kb_relative_information_score: 922994.5926, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9339, predictive_accuracy: 0.9412, prior_entropy: 2.585, recall: 0.9412, relative_absolute_error: 0.1045, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.3196,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6542, f_measure: 0.7546, kappa: 0.4091, kb_relative_information_score: 741747.7221, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6944, predictive_accuracy: 0.8284, prior_entropy: 2.585, recall: 0.8284, relative_absolute_error: 0.3416, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.5975,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.9349, kappa: 0.845, kb_relative_information_score: 920047.0922, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9316, predictive_accuracy: 0.9397, prior_entropy: 2.585, recall: 0.9397, relative_absolute_error: 0.1078, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.328,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6721, f_measure: 0.7604, kappa: 0.4256, kb_relative_information_score: 810686.9926, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7311, predictive_accuracy: 0.8279, prior_entropy: 2.585, recall: 0.8279, relative_absolute_error: 0.2065, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2354, root_relative_squared_error: 0.6315,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9435, kappa: 0.8606, kb_relative_information_score: 930105.5061, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9445, prior_entropy: 2.585, recall: 0.9445, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.3272,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.0222, kappa: -0.0004, kb_relative_information_score: 17876.3298, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0125, predictive_accuracy: 0.1086, prior_entropy: 2.585, recall: 0.1086, relative_absolute_error: 1.0697, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5451, root_relative_squared_error: 1.4627,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.0222, kappa: -0.0002, kb_relative_information_score: 17819.9608, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1085, prior_entropy: 2.585, recall: 0.1085, relative_absolute_error: 1.0698, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5451, root_relative_squared_error: 1.4627,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0222, kappa: 0, kb_relative_information_score: 17694.5402, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1084, prior_entropy: 2.585, recall: 0.1084, relative_absolute_error: 1.0699, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5452, root_relative_squared_error: 1.4628,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.0222, kappa: 0, kb_relative_information_score: 17679.217, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1084, prior_entropy: 2.585, recall: 0.1084, relative_absolute_error: 1.0699, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5449, root_relative_squared_error: 1.4622,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.8722, kappa: 0.6852, kb_relative_information_score: 883034.9682, mean_absolute_error: 0.0422, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8861, predictive_accuracy: 0.892, prior_entropy: 2.585, recall: 0.892, relative_absolute_error: 0.1518, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.4313,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8577, f_measure: 0.9027, kappa: 0.7593, kb_relative_information_score: 900569.8625, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.9098, prior_entropy: 2.585, recall: 0.9098, relative_absolute_error: 0.1083, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.4654,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.8836, kappa: 0.7132, kb_relative_information_score: 892476.6291, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8947, predictive_accuracy: 0.8999, prior_entropy: 2.585, recall: 0.8999, relative_absolute_error: 0.1391, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.414,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9435, kappa: 0.8605, kb_relative_information_score: 930080.59, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9445, prior_entropy: 2.585, recall: 0.9445, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.122, root_relative_squared_error: 0.3273,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4861, f_measure: 0.5839, kappa: -0.0135, kb_relative_information_score: 591451.0364, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5968, predictive_accuracy: 0.5854, prior_entropy: 2.585, recall: 0.5854, relative_absolute_error: 0.4595, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3425, root_relative_squared_error: 0.9189,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.6559, kappa: -0, kb_relative_information_score: 630195.6754, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5771, predictive_accuracy: 0.7597, prior_entropy: 2.585, recall: 0.7597, relative_absolute_error: 0.4838, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2592, root_relative_squared_error: 0.6954,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.5966, kappa: -0.0008, kb_relative_information_score: 555599.1671, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5966, predictive_accuracy: 0.5966, prior_entropy: 2.585, recall: 0.5966, relative_absolute_error: 0.484, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3667, root_relative_squared_error: 0.9839,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.8794, kappa: 0.6971, kb_relative_information_score: 862723.9007, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8818, predictive_accuracy: 0.8913, prior_entropy: 2.585, recall: 0.8913, relative_absolute_error: 0.1853, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1619, root_relative_squared_error: 0.4345,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.946, kappa: 0.8669, kb_relative_information_score: 933166.8246, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9454, predictive_accuracy: 0.9469, prior_entropy: 2.585, recall: 0.9469, relative_absolute_error: 0.0873, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.3195,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9435, kappa: 0.8606, kb_relative_information_score: 930105.5061, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9445, prior_entropy: 2.585, recall: 0.9445, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.3272,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8362, f_measure: 0.7931, kappa: 0.5067, kb_relative_information_score: 749394.512, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7997, predictive_accuracy: 0.8391, prior_entropy: 2.585, recall: 0.8391, relative_absolute_error: 0.3334, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.5563,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9508, f_measure: 0.868, kappa: 0.6688, kb_relative_information_score: 833522.8873, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9078, predictive_accuracy: 0.8461, prior_entropy: 2.585, recall: 0.8461, relative_absolute_error: 0.2032, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2012, root_relative_squared_error: 0.5398,

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(anneal) (2)
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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