OpenML
Supervised Data Stream Classification on BNG(vote)

Supervised Data Stream Classification on BNG(vote)

Task 182 Supervised Data Stream Classification BNG(vote) 304 runs submitted
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  • binstreams ecmlpkdd2015 streamensembles streams streams-full 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(vote)
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/4643045/Run_1847197_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(vote)
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/4642893/Run_1847126_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(vote)
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/4642774/Run_1847067_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(vote)
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/4642662/Run_1847012_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(vote)
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/4642546/Run_1846954_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(vote)
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/4642398/Run_1846880_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(vote)
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/4642262/Run_1846812_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(vote)
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/4642111/Run_1846737_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(vote)
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/4641880/Run_1846622_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(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9531, kappa: 0.9012, kb_relative_information_score: 115367.7343, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9531, predictive_accuracy: 0.9531, prior_entropy: 1, recall: 0.9531, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.3817,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9531, kappa: 0.9012, kb_relative_information_score: 115526.7858, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9531, predictive_accuracy: 0.9531, prior_entropy: 1, recall: 0.9531, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.3802,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9601, kappa: 0.9158, kb_relative_information_score: 116716.4026, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9601, predictive_accuracy: 0.96, prior_entropy: 1, recall: 0.96, relative_absolute_error: 0.1137, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.3758,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9569, kappa: 0.9093, kb_relative_information_score: 117886.6938, mean_absolute_error: 0.0517, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9571, predictive_accuracy: 0.9569, prior_entropy: 1, recall: 0.9569, relative_absolute_error: 0.1034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.3738,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9639, kappa: 0.924, kb_relative_information_score: 119058.4007, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.9639, prior_entropy: 1, recall: 0.9639, relative_absolute_error: 0.0934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.3673,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9638, kappa: 0.9237, kb_relative_information_score: 120238.0912, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9638, predictive_accuracy: 0.9638, prior_entropy: 1, recall: 0.9638, relative_absolute_error: 0.0841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1789, root_relative_squared_error: 0.3578,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9641, kappa: 0.9242, kb_relative_information_score: 121424.7758, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0736, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1772, root_relative_squared_error: 0.3545,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9641, kappa: 0.9242, kb_relative_information_score: 121654, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.3791,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9531, kappa: 0.9012, kb_relative_information_score: 115367.7343, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9531, predictive_accuracy: 0.9531, prior_entropy: 1, recall: 0.9531, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.3817,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9566, kappa: 0.9083, kb_relative_information_score: 116623.8895, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9566, predictive_accuracy: 0.9566, prior_entropy: 1, recall: 0.9566, relative_absolute_error: 0.1144, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1884, root_relative_squared_error: 0.3768,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.9569, kappa: 0.9093, kb_relative_information_score: 117826.4507, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9571, predictive_accuracy: 0.9569, prior_entropy: 1, recall: 0.9569, relative_absolute_error: 0.1038, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.3746,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.9612, kappa: 0.918, kb_relative_information_score: 119019.5491, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9612, predictive_accuracy: 0.9612, prior_entropy: 1, recall: 0.9612, relative_absolute_error: 0.0937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.3679,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.9638, kappa: 0.9237, kb_relative_information_score: 120220.7383, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9638, predictive_accuracy: 0.9638, prior_entropy: 1, recall: 0.9638, relative_absolute_error: 0.0842, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.179, root_relative_squared_error: 0.3581,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9637, kappa: 0.9232, kb_relative_information_score: 121424, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9638, predictive_accuracy: 0.9638, prior_entropy: 1, recall: 0.9638, relative_absolute_error: 0.0736, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.3545,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9638, kappa: 0.9237, kb_relative_information_score: 121588, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9638, predictive_accuracy: 0.9638, prior_entropy: 1, recall: 0.9638, relative_absolute_error: 0.0724, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1902, root_relative_squared_error: 0.3804,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 121630, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 1, recall: 0.964, relative_absolute_error: 0.072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.3796,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.964, kappa: 0.9242, kb_relative_information_score: 121648, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.3792,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.9644, kappa: 0.925, kb_relative_information_score: 121754, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9644, predictive_accuracy: 0.9645, prior_entropy: 1, recall: 0.9645, relative_absolute_error: 0.0711, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.3771,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.9624, kappa: 0.9207, kb_relative_information_score: 121208, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9624, predictive_accuracy: 0.9624, prior_entropy: 1, recall: 0.9624, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.194, root_relative_squared_error: 0.388,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.9547, kappa: 0.9045, kb_relative_information_score: 119192, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9547, predictive_accuracy: 0.9547, prior_entropy: 1, recall: 0.9547, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.4258,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9641, kappa: 0.9242, kb_relative_information_score: 121654, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.3791,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.9635, kappa: 0.923, kb_relative_information_score: 121504, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9635, predictive_accuracy: 0.9635, prior_entropy: 1, recall: 0.9635, relative_absolute_error: 0.073, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.191, root_relative_squared_error: 0.3821,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9637, kappa: 0.9234, kb_relative_information_score: 121548, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 1, recall: 0.9637, relative_absolute_error: 0.0727, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.3812,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.9609, kappa: 0.9177, kb_relative_information_score: 115656.1207, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.961, predictive_accuracy: 0.9609, prior_entropy: 1, recall: 0.9609, relative_absolute_error: 0.1315, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.3639,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.961, kappa: 0.9178, kb_relative_information_score: 115524.3158, mean_absolute_error: 0.0664, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.961, predictive_accuracy: 0.961, prior_entropy: 1, recall: 0.961, relative_absolute_error: 0.1328, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.3615,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9609, kappa: 0.9175, kb_relative_information_score: 115411.5804, mean_absolute_error: 0.0669, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9609, predictive_accuracy: 0.9608, prior_entropy: 1, recall: 0.9608, relative_absolute_error: 0.1338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.3597,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9637, kappa: 0.9235, kb_relative_information_score: 121562, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 1, recall: 0.9637, relative_absolute_error: 0.0726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.3809,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9609, kappa: 0.9177, kb_relative_information_score: 115323.4325, mean_absolute_error: 0.0673, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.961, predictive_accuracy: 0.9609, prior_entropy: 1, recall: 0.9609, relative_absolute_error: 0.1346, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.3592,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9255, kappa: 0.8435, kb_relative_information_score: 107864.7619, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9261, predictive_accuracy: 0.9253, prior_entropy: 1, recall: 0.9253, relative_absolute_error: 0.1839, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2386, root_relative_squared_error: 0.4771,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.9646, kappa: 0.9252, kb_relative_information_score: 121786, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9646, predictive_accuracy: 0.9646, prior_entropy: 1, recall: 0.9646, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.3764,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.9599, kappa: 0.9155, kb_relative_information_score: 120562, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.96, predictive_accuracy: 0.9599, prior_entropy: 1, recall: 0.9599, relative_absolute_error: 0.0802, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.4005,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, f_measure: 0.9366, kappa: 0.8667, kb_relative_information_score: 114390, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9371, predictive_accuracy: 0.9364, prior_entropy: 1, recall: 0.9364, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.5045,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9637, kappa: 0.9234, kb_relative_information_score: 121554, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 1, recall: 0.9637, relative_absolute_error: 0.0726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.3811,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9487, kappa: 0.8921, kb_relative_information_score: 116819.3828, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.949, predictive_accuracy: 0.9486, prior_entropy: 1, recall: 0.9486, relative_absolute_error: 0.1105, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.3897,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9487, kappa: 0.8921, kb_relative_information_score: 116921.281, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.949, predictive_accuracy: 0.9486, prior_entropy: 1, recall: 0.9486, relative_absolute_error: 0.1098, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.3881,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9638, kappa: 0.9236, kb_relative_information_score: 118738.6225, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9638, predictive_accuracy: 0.9637, prior_entropy: 1, recall: 0.9637, relative_absolute_error: 0.0955, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.3715,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9638, kappa: 0.9237, kb_relative_information_score: 120144.3601, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9638, predictive_accuracy: 0.9638, prior_entropy: 1, recall: 0.9638, relative_absolute_error: 0.0849, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.3582,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9641, kappa: 0.9242, kb_relative_information_score: 121424.7758, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0736, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1772, root_relative_squared_error: 0.3545,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9641, kappa: 0.9242, kb_relative_information_score: 121654, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.3791,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9487, kappa: 0.8921, kb_relative_information_score: 116819.3828, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.949, predictive_accuracy: 0.9486, prior_entropy: 1, recall: 0.9486, relative_absolute_error: 0.1105, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.3897,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.9593, kappa: 0.9142, kb_relative_information_score: 118688.716, mean_absolute_error: 0.0479, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9594, predictive_accuracy: 0.9594, prior_entropy: 1, recall: 0.9594, relative_absolute_error: 0.0958, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.3722,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.9638, kappa: 0.9237, kb_relative_information_score: 120124.0301, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9638, predictive_accuracy: 0.9638, prior_entropy: 1, recall: 0.9638, relative_absolute_error: 0.0851, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.3585,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9637, kappa: 0.9232, kb_relative_information_score: 121424, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9638, predictive_accuracy: 0.9638, prior_entropy: 1, recall: 0.9638, relative_absolute_error: 0.0736, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.3545,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.9644, kappa: 0.925, kb_relative_information_score: 121754, mean_absolute_error: 0.0355, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9644, predictive_accuracy: 0.9645, prior_entropy: 1, recall: 0.9645, relative_absolute_error: 0.0711, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.3771,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.9628, kappa: 0.9216, kb_relative_information_score: 121322, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9628, predictive_accuracy: 0.9628, prior_entropy: 1, recall: 0.9628, relative_absolute_error: 0.0744, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.3857,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9592, kappa: 0.9139, kb_relative_information_score: 120362, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9592, predictive_accuracy: 0.9591, prior_entropy: 1, recall: 0.9591, relative_absolute_error: 0.0817, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.4043,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.9646, kappa: 0.9252, kb_relative_information_score: 121786, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9646, predictive_accuracy: 0.9646, prior_entropy: 1, recall: 0.9646, relative_absolute_error: 0.0708, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.3764,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.9608, kappa: 0.9173, kb_relative_information_score: 120780, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9608, predictive_accuracy: 0.9607, prior_entropy: 1, recall: 0.9607, relative_absolute_error: 0.0785, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.3963,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9375, f_measure: 0.9377, kappa: 0.8691, kb_relative_information_score: 114688, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9383, predictive_accuracy: 0.9375, prior_entropy: 1, recall: 0.9375, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.25, root_relative_squared_error: 0.5,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9368, f_measure: 0.9395, kappa: 0.8724, kb_relative_information_score: 115192, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9395, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2461, root_relative_squared_error: 0.4923,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.9635, kappa: 0.923, kb_relative_information_score: 121504, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9635, predictive_accuracy: 0.9635, prior_entropy: 1, recall: 0.9635, relative_absolute_error: 0.073, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.191, root_relative_squared_error: 0.3821,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9637, kappa: 0.9234, kb_relative_information_score: 121548, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 1, recall: 0.9637, relative_absolute_error: 0.0727, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.3812,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9637, kappa: 0.9235, kb_relative_information_score: 121566, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 1, recall: 0.9637, relative_absolute_error: 0.0725, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.3809,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9637, kappa: 0.9234, kb_relative_information_score: 121558, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9637, predictive_accuracy: 0.9637, prior_entropy: 1, recall: 0.9637, relative_absolute_error: 0.0726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.381,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9638, kappa: 0.9237, kb_relative_information_score: 121588, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9638, predictive_accuracy: 0.9638, prior_entropy: 1, recall: 0.9638, relative_absolute_error: 0.0724, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1902, root_relative_squared_error: 0.3804,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 121630, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 1, recall: 0.964, relative_absolute_error: 0.072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.3796,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.964, kappa: 0.9242, kb_relative_information_score: 121648, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.3792,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9641, kappa: 0.9242, kb_relative_information_score: 121654, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 1, recall: 0.9641, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.3791,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9661, kappa: 0.9284, kb_relative_information_score: 117817.8316, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9661, predictive_accuracy: 0.9661, prior_entropy: 1, recall: 0.9661, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1632, root_relative_squared_error: 0.3264,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9659, kappa: 0.9281, kb_relative_information_score: 117671.8107, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9659, predictive_accuracy: 0.9659, prior_entropy: 1, recall: 0.9659, relative_absolute_error: 0.113, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.3289,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9694, kappa: 0.9354, kb_relative_information_score: 119408.9437, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9694, predictive_accuracy: 0.9694, prior_entropy: 1, recall: 0.9694, relative_absolute_error: 0.097, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1549, root_relative_squared_error: 0.3098,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9698, kappa: 0.9363, kb_relative_information_score: 119465.8342, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9698, predictive_accuracy: 0.9698, prior_entropy: 1, recall: 0.9698, relative_absolute_error: 0.0967, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1537, root_relative_squared_error: 0.3074,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9655, kappa: 0.9273, kb_relative_information_score: 117725.6456, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9655, predictive_accuracy: 0.9655, prior_entropy: 1, recall: 0.9655, relative_absolute_error: 0.1125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3261,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9658, kappa: 0.9278, kb_relative_information_score: 117708.3096, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9658, predictive_accuracy: 0.9658, prior_entropy: 1, recall: 0.9658, relative_absolute_error: 0.1127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1634, root_relative_squared_error: 0.3267,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9697, kappa: 0.936, kb_relative_information_score: 119454.4526, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9697, predictive_accuracy: 0.9697, prior_entropy: 1, recall: 0.9697, relative_absolute_error: 0.0968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1537, root_relative_squared_error: 0.3073,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9698, kappa: 0.9363, kb_relative_information_score: 119447.1545, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9698, predictive_accuracy: 0.9698, prior_entropy: 1, recall: 0.9698, relative_absolute_error: 0.0969, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1535, root_relative_squared_error: 0.3071,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.9496, kappa: 0.8942, kb_relative_information_score: 109452.2503, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9504, predictive_accuracy: 0.9494, prior_entropy: 1, recall: 0.9494, relative_absolute_error: 0.1863, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.215, root_relative_squared_error: 0.43,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9613, kappa: 0.9184, kb_relative_information_score: 116707.6516, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 1, recall: 0.9613, relative_absolute_error: 0.1187, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.3503,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9607, kappa: 0.9172, kb_relative_information_score: 120431.7823, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9607, predictive_accuracy: 0.9607, prior_entropy: 1, recall: 0.9607, relative_absolute_error: 0.0818, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.186, root_relative_squared_error: 0.3719,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.96, kappa: 0.9157, kb_relative_information_score: 115498.962, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9601, predictive_accuracy: 0.96, prior_entropy: 1, recall: 0.96, relative_absolute_error: 0.1325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1793, root_relative_squared_error: 0.3585,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9741, f_measure: 0.961, kappa: 0.9179, kb_relative_information_score: 115642.5013, mean_absolute_error: 0.0658, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.961, predictive_accuracy: 0.961, prior_entropy: 1, recall: 0.961, relative_absolute_error: 0.1317, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.3644,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.9496, kappa: 0.8942, kb_relative_information_score: 109760.4055, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9504, predictive_accuracy: 0.9494, prior_entropy: 1, recall: 0.9494, relative_absolute_error: 0.1834, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.4355,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9593, kappa: 0.9142, kb_relative_information_score: 114762.7026, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9593, predictive_accuracy: 0.9592, prior_entropy: 1, recall: 0.9592, relative_absolute_error: 0.139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1852, root_relative_squared_error: 0.3705,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.951, f_measure: 0.9496, kappa: 0.8942, kb_relative_information_score: 117802, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9504, predictive_accuracy: 0.9494, prior_entropy: 1, recall: 0.9494, relative_absolute_error: 0.1012, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.225, root_relative_squared_error: 0.45,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 117594.0332, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 1, recall: 0.964, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3471,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.9543, kappa: 0.9037, kb_relative_information_score: 119088, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9543, predictive_accuracy: 0.9543, prior_entropy: 1, recall: 0.9543, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.4276,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9577, kappa: 0.9108, kb_relative_information_score: 116826.0392, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9577, predictive_accuracy: 0.9576, prior_entropy: 1, recall: 0.9576, relative_absolute_error: 0.1154, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.3705,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.935, f_measure: 0.9379, kappa: 0.8691, kb_relative_information_score: 114782, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9379, predictive_accuracy: 0.9379, prior_entropy: 1, recall: 0.9379, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.4986,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.9183, kappa: 0.8273, kb_relative_information_score: 77980.5484, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9183, predictive_accuracy: 0.9185, prior_entropy: 1, recall: 0.9185, relative_absolute_error: 0.4513, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.5698,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9418, kappa: 0.8777, kb_relative_information_score: 112013.7583, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9424, predictive_accuracy: 0.9416, prior_entropy: 1, recall: 0.9416, relative_absolute_error: 0.1526, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.4173,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.9496, kappa: 0.8938, kb_relative_information_score: 116365.9845, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9496, predictive_accuracy: 0.9496, prior_entropy: 1, recall: 0.9496, relative_absolute_error: 0.1142, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.419,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9442, kappa: 0.8828, kb_relative_information_score: 112787.3718, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9448, predictive_accuracy: 0.9441, prior_entropy: 1, recall: 0.9441, relative_absolute_error: 0.1467, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.407,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 117594.0332, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 1, recall: 0.964, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3471,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9625, kappa: 0.9209, kb_relative_information_score: 119560.6619, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9625, predictive_accuracy: 0.9625, prior_entropy: 1, recall: 0.9625, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.3513,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.4665, kappa: -0, kb_relative_information_score: 8863.4047, mean_absolute_error: 0.474, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.3763, predictive_accuracy: 0.6135, prior_entropy: 1, recall: 0.6135, relative_absolute_error: 0.9479, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.487, root_relative_squared_error: 0.974,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.5248, kappa: -0.002, kb_relative_information_score: 6506, mean_absolute_error: 0.4752, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.5248, predictive_accuracy: 0.5248, prior_entropy: 1, recall: 0.5248, relative_absolute_error: 0.9504, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6893, root_relative_squared_error: 1.3787,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.915, kappa: 0.8202, kb_relative_information_score: 100900.0578, mean_absolute_error: 0.1228, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9151, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.2456, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.4997,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9645, kappa: 0.9252, kb_relative_information_score: 117820.6927, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9645, predictive_accuracy: 0.9645, prior_entropy: 1, recall: 0.9645, relative_absolute_error: 0.1104, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1722, root_relative_squared_error: 0.3445,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 117594.0332, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 1, recall: 0.964, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3471,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.9216, kappa: 0.835, kb_relative_information_score: 104026.1774, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9219, predictive_accuracy: 0.9214, prior_entropy: 1, recall: 0.9214, relative_absolute_error: 0.2194, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2476, root_relative_squared_error: 0.4951,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9777, f_measure: 0.9182, kappa: 0.8287, kb_relative_information_score: 109075.0229, mean_absolute_error: 0.0844, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.92, predictive_accuracy: 0.9178, prior_entropy: 1, recall: 0.9178, relative_absolute_error: 0.1688, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.539,

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(vote) (1)
target_feature Class

Expected outputs

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

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