Task
Supervised Data Stream Classification on BNG(wine)

Supervised Data Stream Classification on BNG(wine)

Task 6707 Supervised Data Stream Classification BNG(wine) 312 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9202, kappa: 0.8789, kb_relative_information_score: 876553.6181, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9202, predictive_accuracy: 0.9202, prior_entropy: 1.585, recall: 0.9202, relative_absolute_error: 0.1421, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.206, root_relative_squared_error: 0.437,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.9213, kappa: 0.8805, kb_relative_information_score: 892285.6602, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9213, predictive_accuracy: 0.9213, prior_entropy: 1.585, recall: 0.9213, relative_absolute_error: 0.118, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.229, root_relative_squared_error: 0.4858,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.9213, kappa: 0.8805, kb_relative_information_score: 892285.6602, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9213, predictive_accuracy: 0.9213, prior_entropy: 1.585, recall: 0.9213, relative_absolute_error: 0.118, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.229, root_relative_squared_error: 0.4858,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.9321, kappa: 0.8969, kb_relative_information_score: 907031.9158, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9321, predictive_accuracy: 0.9321, prior_entropy: 1.585, recall: 0.9321, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.4514,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 907727.4035, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4497,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9327, kappa: 0.8979, kb_relative_information_score: 907893.061, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9327, prior_entropy: 1.585, recall: 0.9327, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.4493,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9327, kappa: 0.8979, kb_relative_information_score: 907878.0013, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9327, prior_entropy: 1.585, recall: 0.9327, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.4493,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.9213, kappa: 0.8805, kb_relative_information_score: 892285.6602, mean_absolute_error: 0.0525, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9213, predictive_accuracy: 0.9213, prior_entropy: 1.585, recall: 0.9213, relative_absolute_error: 0.118, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.229, root_relative_squared_error: 0.4858,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9364, f_measure: 0.9172, kappa: 0.8743, kb_relative_information_score: 886621.8166, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9172, predictive_accuracy: 0.9172, prior_entropy: 1.585, recall: 0.9172, relative_absolute_error: 0.1242, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.235, root_relative_squared_error: 0.4984,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9327, kappa: 0.8979, kb_relative_information_score: 907878.0013, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9327, prior_entropy: 1.585, recall: 0.9327, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.4493,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.932, kappa: 0.8967, kb_relative_information_score: 906864.8893, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.932, predictive_accuracy: 0.932, prior_entropy: 1.585, recall: 0.932, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.213, root_relative_squared_error: 0.4518,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8976, kb_relative_information_score: 907689.0696, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4498,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 907727.4035, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4497,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9327, kappa: 0.8979, kb_relative_information_score: 907893.061, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9327, prior_entropy: 1.585, recall: 0.9327, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.4493,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 907727.4035, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4497,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9327, kappa: 0.8979, kb_relative_information_score: 907893.061, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9327, prior_entropy: 1.585, recall: 0.9327, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.4493,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9327, kappa: 0.8979, kb_relative_information_score: 907878.0013, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9327, prior_entropy: 1.585, recall: 0.9327, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.4493,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9364, f_measure: 0.9172, kappa: 0.8743, kb_relative_information_score: 886621.8166, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9172, predictive_accuracy: 0.9172, prior_entropy: 1.585, recall: 0.9172, relative_absolute_error: 0.1242, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.235, root_relative_squared_error: 0.4984,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.9321, kappa: 0.8969, kb_relative_information_score: 907031.9158, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9321, predictive_accuracy: 0.9321, prior_entropy: 1.585, recall: 0.9321, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.4514,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9364, f_measure: 0.9172, kappa: 0.8743, kb_relative_information_score: 886621.8166, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9172, predictive_accuracy: 0.9172, prior_entropy: 1.585, recall: 0.9172, relative_absolute_error: 0.1242, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.235, root_relative_squared_error: 0.4984,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.9321, kappa: 0.8969, kb_relative_information_score: 907031.9158, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9321, predictive_accuracy: 0.9321, prior_entropy: 1.585, recall: 0.9321, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.4514,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.932, kappa: 0.8967, kb_relative_information_score: 906864.8893, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.932, predictive_accuracy: 0.932, prior_entropy: 1.585, recall: 0.932, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.213, root_relative_squared_error: 0.4518,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.932, kappa: 0.8968, kb_relative_information_score: 906885.4253, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.932, predictive_accuracy: 0.932, prior_entropy: 1.585, recall: 0.932, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.4517,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8976, kb_relative_information_score: 907689.0696, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4498,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 907717.82, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4497,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.9288, kappa: 0.892, kb_relative_information_score: 902575.5922, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9288, predictive_accuracy: 0.9288, prior_entropy: 1.585, recall: 0.9288, relative_absolute_error: 0.1067, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.462,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, f_measure: 0.9257, kappa: 0.8872, kb_relative_information_score: 898316.4147, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9257, predictive_accuracy: 0.9257, prior_entropy: 1.585, recall: 0.9257, relative_absolute_error: 0.1114, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2225, root_relative_squared_error: 0.472,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.8999, kappa: 0.8475, kb_relative_information_score: 862838.3283, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9009, predictive_accuracy: 0.8998, prior_entropy: 1.585, recall: 0.8998, relative_absolute_error: 0.1503, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2584, root_relative_squared_error: 0.5482,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.932, kappa: 0.8968, kb_relative_information_score: 906923.7593, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.932, predictive_accuracy: 0.932, prior_entropy: 1.585, recall: 0.932, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.4516,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9337, kappa: 0.8994, kb_relative_information_score: 909285.4055, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9337, predictive_accuracy: 0.9337, prior_entropy: 1.585, recall: 0.9337, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.4458,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9337, kappa: 0.8994, kb_relative_information_score: 909285.4055, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9337, predictive_accuracy: 0.9337, prior_entropy: 1.585, recall: 0.9337, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.4458,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.9202, kappa: 0.8789, kb_relative_information_score: 890739.9799, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9202, predictive_accuracy: 0.9202, prior_entropy: 1.585, recall: 0.9202, relative_absolute_error: 0.1197, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.4893,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, f_measure: 0.9195, kappa: 0.8778, kb_relative_information_score: 889795.3214, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9195, predictive_accuracy: 0.9195, prior_entropy: 1.585, recall: 0.9195, relative_absolute_error: 0.1207, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.4914,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9338, kappa: 0.8995, kb_relative_information_score: 909373.026, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9338, prior_entropy: 1.585, recall: 0.9338, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4456,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.9201, kappa: 0.8787, kb_relative_information_score: 890630.4543, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9202, predictive_accuracy: 0.9201, prior_entropy: 1.585, recall: 0.9201, relative_absolute_error: 0.1198, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.4895,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9275, kappa: 0.89, kb_relative_information_score: 900750.6216, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9275, predictive_accuracy: 0.9275, prior_entropy: 1.585, recall: 0.9275, relative_absolute_error: 0.1087, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.4664,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.936, kappa: 0.9027, kb_relative_information_score: 912383.6114, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9363, predictive_accuracy: 0.936, prior_entropy: 1.585, recall: 0.936, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.4382,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9486, f_measure: 0.9328, kappa: 0.8979, kb_relative_information_score: 907932.7641, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9328, predictive_accuracy: 0.9328, prior_entropy: 1.585, recall: 0.9328, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.4492,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.9202, kappa: 0.8789, kb_relative_information_score: 890739.9799, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9202, predictive_accuracy: 0.9202, prior_entropy: 1.585, recall: 0.9202, relative_absolute_error: 0.1197, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.4893,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.9202, kappa: 0.8789, kb_relative_information_score: 890739.9799, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9202, predictive_accuracy: 0.9202, prior_entropy: 1.585, recall: 0.9202, relative_absolute_error: 0.1197, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.4893,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.9202, kappa: 0.8789, kb_relative_information_score: 890741.349, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9202, predictive_accuracy: 0.9202, prior_entropy: 1.585, recall: 0.9202, relative_absolute_error: 0.1197, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.4893,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.9276, kappa: 0.89, kb_relative_information_score: 900813.5988, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9276, predictive_accuracy: 0.9276, prior_entropy: 1.585, recall: 0.9276, relative_absolute_error: 0.1087, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.4662,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.9202, kappa: 0.8789, kb_relative_information_score: 890739.9799, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9202, predictive_accuracy: 0.9202, prior_entropy: 1.585, recall: 0.9202, relative_absolute_error: 0.1197, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.4893,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.9202, kappa: 0.8789, kb_relative_information_score: 890741.349, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9202, predictive_accuracy: 0.9202, prior_entropy: 1.585, recall: 0.9202, relative_absolute_error: 0.1197, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.4893,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.9202, kappa: 0.8789, kb_relative_information_score: 890739.9799, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9202, predictive_accuracy: 0.9202, prior_entropy: 1.585, recall: 0.9202, relative_absolute_error: 0.1197, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.4893,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.9202, kappa: 0.8789, kb_relative_information_score: 890741.349, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9202, predictive_accuracy: 0.9202, prior_entropy: 1.585, recall: 0.9202, relative_absolute_error: 0.1197, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2307, root_relative_squared_error: 0.4893,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.9334, kappa: 0.8989, kb_relative_information_score: 908822.6597, mean_absolute_error: 0.0444, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9334, predictive_accuracy: 0.9334, prior_entropy: 1.585, recall: 0.9334, relative_absolute_error: 0.0999, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.447,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9327, kappa: 0.8978, kb_relative_information_score: 907794.488, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9327, prior_entropy: 1.585, recall: 0.9327, relative_absolute_error: 0.101, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2119, root_relative_squared_error: 0.4495,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 907713.7128, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4497,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9292, kappa: 0.8924, kb_relative_information_score: 843142.0681, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9294, predictive_accuracy: 0.9292, prior_entropy: 1.585, recall: 0.9292, relative_absolute_error: 0.1959, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.4302,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9502, f_measure: 0.9355, kappa: 0.9019, kb_relative_information_score: 911648.4207, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9356, predictive_accuracy: 0.9355, prior_entropy: 1.585, recall: 0.9355, relative_absolute_error: 0.0968, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.44,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.9356, kappa: 0.9022, kb_relative_information_score: 911852.4122, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9357, predictive_accuracy: 0.9356, prior_entropy: 1.585, recall: 0.9356, relative_absolute_error: 0.0966, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.4395,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.9357, kappa: 0.9023, kb_relative_information_score: 912007.1171, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9358, predictive_accuracy: 0.9357, prior_entropy: 1.585, recall: 0.9357, relative_absolute_error: 0.0964, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.207, root_relative_squared_error: 0.4391,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.9337, kappa: 0.8994, kb_relative_information_score: 909227.9045, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9337, predictive_accuracy: 0.9337, prior_entropy: 1.585, recall: 0.9337, relative_absolute_error: 0.0995, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.446,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 901560.3071, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1108, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.4248,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.929, kappa: 0.8923, kb_relative_information_score: 896481.846, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9291, predictive_accuracy: 0.9291, prior_entropy: 1.585, recall: 0.9291, relative_absolute_error: 0.1148, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.198, root_relative_squared_error: 0.42,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.9294, kappa: 0.8929, kb_relative_information_score: 887459.8404, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9294, predictive_accuracy: 0.9294, prior_entropy: 1.585, recall: 0.9294, relative_absolute_error: 0.13, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.4133,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9288, kappa: 0.8917, kb_relative_information_score: 800834.0238, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9293, predictive_accuracy: 0.9288, prior_entropy: 1.585, recall: 0.9288, relative_absolute_error: 0.2565, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.215, root_relative_squared_error: 0.4561,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.9295, kappa: 0.8926, kb_relative_information_score: 761736.5152, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9301, predictive_accuracy: 0.9295, prior_entropy: 1.585, recall: 0.9295, relative_absolute_error: 0.3074, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.233, root_relative_squared_error: 0.4942,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.9026, kappa: 0.8509, kb_relative_information_score: 664668.0505, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9108, predictive_accuracy: 0.9028, prior_entropy: 1.585, recall: 0.9028, relative_absolute_error: 0.4163, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2888, root_relative_squared_error: 0.6127,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9103, kappa: 0.8634, kb_relative_information_score: 736431.2968, mean_absolute_error: 0.1493, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9146, predictive_accuracy: 0.9107, prior_entropy: 1.585, recall: 0.9107, relative_absolute_error: 0.3359, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2478, root_relative_squared_error: 0.5257,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.9282, kappa: 0.8908, kb_relative_information_score: 822455.0807, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9286, predictive_accuracy: 0.9282, prior_entropy: 1.585, recall: 0.9282, relative_absolute_error: 0.2234, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.4515,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9279, kappa: 0.8905, kb_relative_information_score: 886939.0914, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9283, predictive_accuracy: 0.9279, prior_entropy: 1.585, recall: 0.9279, relative_absolute_error: 0.1306, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1951, root_relative_squared_error: 0.414,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9287, kappa: 0.8918, kb_relative_information_score: 896326.1721, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9288, predictive_accuracy: 0.9287, prior_entropy: 1.585, recall: 0.9287, relative_absolute_error: 0.1149, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.4202,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9245, kappa: 0.8854, kb_relative_information_score: 901477.4242, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9253, predictive_accuracy: 0.9245, prior_entropy: 1.585, recall: 0.9245, relative_absolute_error: 0.1109, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2003, root_relative_squared_error: 0.4249,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 907713.7128, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4497,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.9355, kappa: 0.902, kb_relative_information_score: 911645.6826, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9355, predictive_accuracy: 0.9355, prior_entropy: 1.585, recall: 0.9355, relative_absolute_error: 0.0968, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.44,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.9356, kappa: 0.9021, kb_relative_information_score: 911831.8761, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9357, predictive_accuracy: 0.9356, prior_entropy: 1.585, recall: 0.9356, relative_absolute_error: 0.0966, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.4395,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.9355, kappa: 0.902, kb_relative_information_score: 911645.6826, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9355, predictive_accuracy: 0.9355, prior_entropy: 1.585, recall: 0.9355, relative_absolute_error: 0.0968, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.44,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.9356, kappa: 0.9021, kb_relative_information_score: 911831.8761, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9357, predictive_accuracy: 0.9356, prior_entropy: 1.585, recall: 0.9356, relative_absolute_error: 0.0966, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.4395,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.9336, kappa: 0.8993, kb_relative_information_score: 909149.8675, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9336, predictive_accuracy: 0.9336, prior_entropy: 1.585, recall: 0.9336, relative_absolute_error: 0.0995, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.4462,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9337, kappa: 0.8994, kb_relative_information_score: 909275.822, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9337, predictive_accuracy: 0.9337, prior_entropy: 1.585, recall: 0.9337, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.4459,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.9336, kappa: 0.8993, kb_relative_information_score: 909148.4984, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9336, predictive_accuracy: 0.9336, prior_entropy: 1.585, recall: 0.9336, relative_absolute_error: 0.0995, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.4462,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9338, kappa: 0.8995, kb_relative_information_score: 909331.9539, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9338, prior_entropy: 1.585, recall: 0.9338, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4457,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.9338, kappa: 0.8995, kb_relative_information_score: 909318.2632, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9338, prior_entropy: 1.585, recall: 0.9338, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4458,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9327, kappa: 0.8979, kb_relative_information_score: 907878.0013, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9327, prior_entropy: 1.585, recall: 0.9327, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.4493,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9337, kappa: 0.8994, kb_relative_information_score: 909275.822, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9337, predictive_accuracy: 0.9337, prior_entropy: 1.585, recall: 0.9337, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.4459,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9337, kappa: 0.8994, kb_relative_information_score: 909275.822, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9337, predictive_accuracy: 0.9337, prior_entropy: 1.585, recall: 0.9337, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.4459,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9337, kappa: 0.8994, kb_relative_information_score: 909275.822, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9337, predictive_accuracy: 0.9337, prior_entropy: 1.585, recall: 0.9337, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.4459,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9223, kappa: 0.8813, kb_relative_information_score: 708581.2337, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9245, predictive_accuracy: 0.9222, prior_entropy: 1.585, recall: 0.9222, relative_absolute_error: 0.3676, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2678, root_relative_squared_error: 0.5681,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9224, kappa: 0.8819, kb_relative_information_score: 813060.079, mean_absolute_error: 0.1044, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9234, predictive_accuracy: 0.9224, prior_entropy: 1.585, recall: 0.9224, relative_absolute_error: 0.2349, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.4728,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 901560.3071, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1108, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.4248,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.929, kappa: 0.8923, kb_relative_information_score: 896483.2012, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9291, predictive_accuracy: 0.9291, prior_entropy: 1.585, recall: 0.9291, relative_absolute_error: 0.1148, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.198, root_relative_squared_error: 0.42,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.9287, kappa: 0.8918, kb_relative_information_score: 839657.7613, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9288, predictive_accuracy: 0.9287, prior_entropy: 1.585, recall: 0.9287, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.4428,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.9249, kappa: 0.8854, kb_relative_information_score: 786661.5772, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9263, predictive_accuracy: 0.9248, prior_entropy: 1.585, recall: 0.9248, relative_absolute_error: 0.2749, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.4785,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9287, kappa: 0.8918, kb_relative_information_score: 896327.5412, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9288, predictive_accuracy: 0.9287, prior_entropy: 1.585, recall: 0.9287, relative_absolute_error: 0.1149, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.4202,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9245, kappa: 0.8854, kb_relative_information_score: 901477.4242, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9253, predictive_accuracy: 0.9245, prior_entropy: 1.585, recall: 0.9245, relative_absolute_error: 0.1109, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2003, root_relative_squared_error: 0.4249,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8976, kb_relative_information_score: 907689.0696, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4498,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 907717.82, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4497,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 907727.4035, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4497,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 881425.6257, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.3998,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9338, kappa: 0.8995, kb_relative_information_score: 909390.8239, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9338, prior_entropy: 1.585, recall: 0.9338, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4456,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, f_measure: 0.934, kappa: 0.8998, kb_relative_information_score: 909581.1246, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.934, predictive_accuracy: 0.934, prior_entropy: 1.585, recall: 0.934, relative_absolute_error: 0.0991, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.4451,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9338, kappa: 0.8995, kb_relative_information_score: 909390.8239, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9338, prior_entropy: 1.585, recall: 0.9338, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4456,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9337, kappa: 0.8994, kb_relative_information_score: 909274.4529, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9337, predictive_accuracy: 0.9337, prior_entropy: 1.585, recall: 0.9337, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.4459,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9495, f_measure: 0.934, kappa: 0.8998, kb_relative_information_score: 909581.1246, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.934, predictive_accuracy: 0.934, prior_entropy: 1.585, recall: 0.934, relative_absolute_error: 0.0991, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.4451,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 881425.6257, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.3998,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.8815, kappa: 0.8202, kb_relative_information_score: 775131.6114, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8816, prior_entropy: 1.585, recall: 0.8816, relative_absolute_error: 0.269, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2459, root_relative_squared_error: 0.5216,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.342, kappa: 0.0013, kb_relative_information_score: 99194.219, mean_absolute_error: 0.4386, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.342, predictive_accuracy: 0.342, prior_entropy: 1.585, recall: 0.342, relative_absolute_error: 0.987, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6623, root_relative_squared_error: 1.405,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.2297, kappa: 0, kb_relative_information_score: 42040.1674, mean_absolute_error: 0.4392, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.2721, predictive_accuracy: 0.4011, prior_entropy: 1.585, recall: 0.4011, relative_absolute_error: 0.9882, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4686, root_relative_squared_error: 0.9941,

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(wine) (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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