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Jan van Rijn 9 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(anneal,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.8807, kappa: 0.6889, kb_relative_information_score: 881945.5933, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8991, predictive_accuracy: 0.895, prior_entropy: 2.585, recall: 0.895, relative_absolute_error: 0.1532, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.426,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9574, kappa: 0.895, kb_relative_information_score: 938338.5972, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9575, predictive_accuracy: 0.9589, prior_entropy: 2.585, recall: 0.9589, relative_absolute_error: 0.0905, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1024, root_relative_squared_error: 0.2748,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9318, kappa: 0.8289, kb_relative_information_score: 905161.8936, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.932, predictive_accuracy: 0.9332, prior_entropy: 2.585, recall: 0.9332, relative_absolute_error: 0.134, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.3525,
Jan van Rijn 9 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(anneal,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, f_measure: 0.8099, kappa: 0.5435, kb_relative_information_score: 756643.1635, mean_absolute_error: 0.0812, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.852, predictive_accuracy: 0.781, prior_entropy: 2.585, recall: 0.781, relative_absolute_error: 0.2925, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.6327,
Jan van Rijn 9 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.022, kappa: -0.0005, kb_relative_information_score: 17563.4312, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0123, predictive_accuracy: 0.1083, prior_entropy: 2.585, recall: 0.1083, relative_absolute_error: 1.07, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5452, root_relative_squared_error: 1.4629,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9595, f_measure: 0.9212, kappa: 0.8007, kb_relative_information_score: 896492.4564, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9224, predictive_accuracy: 0.9211, prior_entropy: 2.585, recall: 0.9211, relative_absolute_error: 0.1347, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1491, root_relative_squared_error: 0.4001,