Task
Supervised Data Stream Classification on RandomRBF_50_1E-4

Supervised Data Stream Classification on RandomRBF_50_1E-4

Task 198 Supervised Data Stream Classification RandomRBF_50_1E-4 291 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
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/4642923/Run_1847137_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 RandomRBF_50_1E-4
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/4642796/Run_1847078_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 RandomRBF_50_1E-4
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/4642730/Run_1847045_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 RandomRBF_50_1E-4
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/4642584/Run_1846973_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 RandomRBF_50_1E-4
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/4642444/Run_1846903_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 RandomRBF_50_1E-4
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/4642304/Run_1846833_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 RandomRBF_50_1E-4
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/4642147/Run_1846755_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 RandomRBF_50_1E-4
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/4641918/Run_1846641_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 RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.572, kappa: 0.4654, kb_relative_information_score: 450932.7294, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6641, predictive_accuracy: 0.5996, prior_entropy: 2.3219, recall: 0.5996, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.323, root_relative_squared_error: 0.8075,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, f_measure: 0.7558, kappa: 0.6827, kb_relative_information_score: 588964.0443, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7787, predictive_accuracy: 0.7596, prior_entropy: 2.3219, recall: 0.7596, relative_absolute_error: 0.5527, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2767, root_relative_squared_error: 0.6917,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.936, f_measure: 0.7512, kappa: 0.6764, kb_relative_information_score: 609432.8774, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7763, predictive_accuracy: 0.7553, prior_entropy: 2.3219, recall: 0.7553, relative_absolute_error: 0.5254, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2753, root_relative_squared_error: 0.6883,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.7824, kappa: 0.7172, kb_relative_information_score: 641740.5342, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7965, predictive_accuracy: 0.7849, prior_entropy: 2.3219, recall: 0.7849, relative_absolute_error: 0.4871, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2649, root_relative_squared_error: 0.6622,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.8014, kappa: 0.7421, kb_relative_information_score: 680554.6097, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8102, predictive_accuracy: 0.8031, prior_entropy: 2.3219, recall: 0.8031, relative_absolute_error: 0.4385, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2532, root_relative_squared_error: 0.633,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.8184, kappa: 0.764, kb_relative_information_score: 729718.9061, mean_absolute_error: 0.1197, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8227, predictive_accuracy: 0.819, prior_entropy: 2.3219, recall: 0.819, relative_absolute_error: 0.374, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2402, root_relative_squared_error: 0.6004,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 789142.8144, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.2875, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.568,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878806.9803, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.572, kappa: 0.4654, kb_relative_information_score: 450932.7294, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6641, predictive_accuracy: 0.5996, prior_entropy: 2.3219, recall: 0.5996, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.323, root_relative_squared_error: 0.8075,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8813, f_measure: 0.5638, kappa: 0.4466, kb_relative_information_score: 496145.9513, mean_absolute_error: 0.2011, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6566, predictive_accuracy: 0.5888, prior_entropy: 2.3219, recall: 0.5888, relative_absolute_error: 0.6285, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3203, root_relative_squared_error: 0.8009,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.6403, kappa: 0.5365, kb_relative_information_score: 536879.4196, mean_absolute_error: 0.1853, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6947, predictive_accuracy: 0.6522, prior_entropy: 2.3219, recall: 0.6522, relative_absolute_error: 0.5792, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3054, root_relative_squared_error: 0.7636,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.6921, kappa: 0.6, kb_relative_information_score: 597746.1744, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7323, predictive_accuracy: 0.6977, prior_entropy: 2.3219, recall: 0.6977, relative_absolute_error: 0.5183, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.7232,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.7293, kappa: 0.6474, kb_relative_information_score: 672194.3568, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7642, predictive_accuracy: 0.7322, prior_entropy: 2.3219, recall: 0.7322, relative_absolute_error: 0.4345, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2696, root_relative_squared_error: 0.6741,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9244, f_measure: 0.7209, kappa: 0.6401, kb_relative_information_score: 748963.1506, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7676, predictive_accuracy: 0.7222, prior_entropy: 2.3219, recall: 0.7222, relative_absolute_error: 0.3336, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2531, root_relative_squared_error: 0.6328,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.8931, kappa: 0.862, kb_relative_information_score: 878493.8524, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.894, predictive_accuracy: 0.8933, prior_entropy: 2.3219, recall: 0.8933, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.5165,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878799.0097, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.1331, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5159,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878808.1189, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878806.9803, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878810.3962, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8914, kappa: 0.8598, kb_relative_information_score: 876567.2618, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8923, predictive_accuracy: 0.8916, prior_entropy: 2.3219, recall: 0.8916, relative_absolute_error: 0.1355, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.5206,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878806.9803, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.8931, kappa: 0.862, kb_relative_information_score: 878493.8524, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.894, predictive_accuracy: 0.8933, prior_entropy: 2.3219, recall: 0.8933, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.5165,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878799.0097, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.1331, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5159,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878808.1189, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.7734, kappa: 0.7066, kb_relative_information_score: 625152.6018, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7738, predictive_accuracy: 0.7739, prior_entropy: 2.3219, recall: 0.7739, relative_absolute_error: 0.4923, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.6598,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.7734, kappa: 0.7066, kb_relative_information_score: 625087.5995, mean_absolute_error: 0.1576, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7738, predictive_accuracy: 0.7739, prior_entropy: 2.3219, recall: 0.7739, relative_absolute_error: 0.4924, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.6598,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.7735, kappa: 0.7066, kb_relative_information_score: 625060.8578, mean_absolute_error: 0.1576, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7738, predictive_accuracy: 0.774, prior_entropy: 2.3219, recall: 0.774, relative_absolute_error: 0.4924, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.6598,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.7734, kappa: 0.7066, kb_relative_information_score: 624931.7284, mean_absolute_error: 0.1576, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7738, predictive_accuracy: 0.7739, prior_entropy: 2.3219, recall: 0.7739, relative_absolute_error: 0.4926, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.6598,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7997, f_measure: 0.5317, kappa: 0.3902, kb_relative_information_score: 335394.3231, mean_absolute_error: 0.2534, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5414, predictive_accuracy: 0.5376, prior_entropy: 2.3219, recall: 0.5376, relative_absolute_error: 0.792, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3501, root_relative_squared_error: 0.8751,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878805.8416, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878803.5643, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.8799, kappa: 0.8449, kb_relative_information_score: 863553.6666, mean_absolute_error: 0.0479, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8807, predictive_accuracy: 0.8802, prior_entropy: 2.3219, recall: 0.8802, relative_absolute_error: 0.1498, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2189, root_relative_squared_error: 0.5473,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878805.8416, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.5999, kappa: 0.4976, kb_relative_information_score: 459916.7714, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.682, predictive_accuracy: 0.6173, prior_entropy: 2.3219, recall: 0.6173, relative_absolute_error: 0.6693, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3197, root_relative_squared_error: 0.7992,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.8159, kappa: 0.7611, kb_relative_information_score: 635149.6626, mean_absolute_error: 0.1614, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8209, predictive_accuracy: 0.8169, prior_entropy: 2.3219, recall: 0.8169, relative_absolute_error: 0.5042, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2628, root_relative_squared_error: 0.657,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.8141, kappa: 0.7586, kb_relative_information_score: 665334.1003, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.82, predictive_accuracy: 0.8153, prior_entropy: 2.3219, recall: 0.8153, relative_absolute_error: 0.4626, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.6495,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9401, f_measure: 0.8317, kappa: 0.7816, kb_relative_information_score: 715006.2025, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8345, predictive_accuracy: 0.8323, prior_entropy: 2.3219, recall: 0.8323, relative_absolute_error: 0.397, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.6121,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 779047.0901, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.3051, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.5777,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878808.1189, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.5999, kappa: 0.4976, kb_relative_information_score: 459916.7714, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.682, predictive_accuracy: 0.6173, prior_entropy: 2.3219, recall: 0.6173, relative_absolute_error: 0.6693, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3197, root_relative_squared_error: 0.7992,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.6059, kappa: 0.4915, kb_relative_information_score: 544730.1248, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6777, predictive_accuracy: 0.6181, prior_entropy: 2.3219, recall: 0.6181, relative_absolute_error: 0.5762, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3103, root_relative_squared_error: 0.7757,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.6815, kappa: 0.5897, kb_relative_information_score: 635109.8453, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7306, predictive_accuracy: 0.6896, prior_entropy: 2.3219, recall: 0.6896, relative_absolute_error: 0.4803, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.284, root_relative_squared_error: 0.71,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9149, f_measure: 0.6888, kappa: 0.5993, kb_relative_information_score: 721759.7611, mean_absolute_error: 0.1191, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.749, predictive_accuracy: 0.6921, prior_entropy: 2.3219, recall: 0.6921, relative_absolute_error: 0.3723, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.6662,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878808.1189, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878811.5348, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.8926, kappa: 0.8614, kb_relative_information_score: 877916.5584, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8935, predictive_accuracy: 0.8928, prior_entropy: 2.3219, recall: 0.8928, relative_absolute_error: 0.134, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.5177,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878806.9803, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878810.3962, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9237, f_measure: 0.8819, kappa: 0.8475, kb_relative_information_score: 865837.7923, mean_absolute_error: 0.0471, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.8822, prior_entropy: 2.3219, recall: 0.8822, relative_absolute_error: 0.1473, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2171, root_relative_squared_error: 0.5427,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5278, f_measure: 0.2443, kappa: 0.0562, kb_relative_information_score: 192813.224, mean_absolute_error: 0.2836, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3045, predictive_accuracy: 0.2911, prior_entropy: 2.3219, recall: 0.2911, relative_absolute_error: 0.8861, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5325, root_relative_squared_error: 1.3313,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.8931, kappa: 0.862, kb_relative_information_score: 878493.8524, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.894, predictive_accuracy: 0.8933, prior_entropy: 2.3219, recall: 0.8933, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.5165,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878799.0097, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.1331, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5159,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878808.1189, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878806.9803, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.8931, kappa: 0.862, kb_relative_information_score: 878493.8524, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.894, predictive_accuracy: 0.8933, prior_entropy: 2.3219, recall: 0.8933, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.5165,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878799.0097, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.1331, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5159,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878808.1189, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878808.1189, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8439, f_measure: 0.5999, kappa: 0.4796, kb_relative_information_score: 353943.4247, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6148, predictive_accuracy: 0.6051, prior_entropy: 2.3219, recall: 0.6051, relative_absolute_error: 0.7781, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3387, root_relative_squared_error: 0.8466,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8524, f_measure: 0.6115, kappa: 0.4949, kb_relative_information_score: 358447.2133, mean_absolute_error: 0.248, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6259, predictive_accuracy: 0.6167, prior_entropy: 2.3219, recall: 0.6167, relative_absolute_error: 0.775, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.8417,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.966, f_measure: 0.8474, kappa: 0.8012, kb_relative_information_score: 652124.0845, mean_absolute_error: 0.1531, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8501, predictive_accuracy: 0.8472, prior_entropy: 2.3219, recall: 0.8472, relative_absolute_error: 0.4785, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.5937,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.8521, kappa: 0.8072, kb_relative_information_score: 652267.3043, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8553, predictive_accuracy: 0.8518, prior_entropy: 2.3219, recall: 0.8518, relative_absolute_error: 0.479, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2355, root_relative_squared_error: 0.5887,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.6166, kappa: 0.5015, kb_relative_information_score: 355185.4256, mean_absolute_error: 0.2492, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6327, predictive_accuracy: 0.622, prior_entropy: 2.3219, recall: 0.622, relative_absolute_error: 0.7789, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3368, root_relative_squared_error: 0.842,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, f_measure: 0.6185, kappa: 0.504, kb_relative_information_score: 356214.1559, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6341, predictive_accuracy: 0.6237, prior_entropy: 2.3219, recall: 0.6237, relative_absolute_error: 0.7781, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3365, root_relative_squared_error: 0.8413,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9696, f_measure: 0.8524, kappa: 0.8075, kb_relative_information_score: 649189.5124, mean_absolute_error: 0.1544, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8559, predictive_accuracy: 0.8521, prior_entropy: 2.3219, recall: 0.8521, relative_absolute_error: 0.4824, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.236, root_relative_squared_error: 0.5899,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.8509, kappa: 0.8056, kb_relative_information_score: 646589.1974, mean_absolute_error: 0.1551, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8547, predictive_accuracy: 0.8506, prior_entropy: 2.3219, recall: 0.8506, relative_absolute_error: 0.4847, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2371, root_relative_squared_error: 0.5928,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5208, f_measure: 0.1643, kappa: 0.0084, kb_relative_information_score: 106393.0785, mean_absolute_error: 0.3088, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2496, predictive_accuracy: 0.3027, prior_entropy: 2.3219, recall: 0.3027, relative_absolute_error: 0.965, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.393, root_relative_squared_error: 0.9825,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7816, f_measure: 0.507, kappa: 0.3602, kb_relative_information_score: 335959.5623, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5101, predictive_accuracy: 0.5134, prior_entropy: 2.3219, recall: 0.5134, relative_absolute_error: 0.7875, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3556, root_relative_squared_error: 0.889,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7924, f_measure: 0.5177, kappa: 0.381, kb_relative_information_score: 260210.9054, mean_absolute_error: 0.2776, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5443, predictive_accuracy: 0.5362, prior_entropy: 2.3219, recall: 0.5362, relative_absolute_error: 0.8675, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.9117,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.7283, kappa: 0.6448, kb_relative_information_score: 549710.8199, mean_absolute_error: 0.1871, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7389, predictive_accuracy: 0.7294, prior_entropy: 2.3219, recall: 0.7294, relative_absolute_error: 0.5847, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2865, root_relative_squared_error: 0.7163,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9296, f_measure: 0.7734, kappa: 0.7066, kb_relative_information_score: 625152.6018, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7738, predictive_accuracy: 0.7739, prior_entropy: 2.3219, recall: 0.7739, relative_absolute_error: 0.4923, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.6598,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6624, f_measure: 0.3193, kappa: 0.1393, kb_relative_information_score: 165773.0541, mean_absolute_error: 0.2961, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3682, predictive_accuracy: 0.3725, prior_entropy: 2.3219, recall: 0.3725, relative_absolute_error: 0.9254, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3831, root_relative_squared_error: 0.9578,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.746, kappa: 0.671, kb_relative_information_score: 544398.6955, mean_absolute_error: 0.1896, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7473, predictive_accuracy: 0.7472, prior_entropy: 2.3219, recall: 0.7472, relative_absolute_error: 0.5924, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2835, root_relative_squared_error: 0.7088,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5908, f_measure: 0.3584, kappa: 0.1683, kb_relative_information_score: 282259.217, mean_absolute_error: 0.2521, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3564, predictive_accuracy: 0.3697, prior_entropy: 2.3219, recall: 0.3697, relative_absolute_error: 0.788, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.501, root_relative_squared_error: 1.2524,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7302, f_measure: 0.4477, kappa: 0.2822, kb_relative_information_score: 325726.2115, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4503, predictive_accuracy: 0.4527, prior_entropy: 2.3219, recall: 0.4527, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3721, root_relative_squared_error: 0.9303,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5251, f_measure: 0.1321, kappa: 0.0456, kb_relative_information_score: 103200.5756, mean_absolute_error: 0.315, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1936, predictive_accuracy: 0.2124, prior_entropy: 2.3219, recall: 0.2124, relative_absolute_error: 0.9845, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5613, root_relative_squared_error: 1.4032,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5759, f_measure: 0.142, kappa: 0.0519, kb_relative_information_score: 148092.9673, mean_absolute_error: 0.3089, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1811, predictive_accuracy: 0.22, prior_entropy: 2.3219, recall: 0.22, relative_absolute_error: 0.9652, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.496, root_relative_squared_error: 1.24,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5062, f_measure: 0.0475, kappa: 0, kb_relative_information_score: 101871.3687, mean_absolute_error: 0.3231, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.117, predictive_accuracy: 0.1663, prior_entropy: 2.3219, recall: 0.1663, relative_absolute_error: 1.0098, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4953, root_relative_squared_error: 1.2382,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 865552.386, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.1659, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.4389,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.9017, kappa: 0.8732, kb_relative_information_score: 888281.661, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.902, predictive_accuracy: 0.9019, prior_entropy: 2.3219, recall: 0.9019, relative_absolute_error: 0.1226, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.4953,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.8992, kappa: 0.87, kb_relative_information_score: 873373.5413, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9001, predictive_accuracy: 0.8995, prior_entropy: 2.3219, recall: 0.8995, relative_absolute_error: 0.1555, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1708, root_relative_squared_error: 0.4269,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8168, f_measure: 0.5586, kappa: 0.4271, kb_relative_information_score: 414959.5255, mean_absolute_error: 0.2199, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5632, predictive_accuracy: 0.5628, prior_entropy: 2.3219, recall: 0.5628, relative_absolute_error: 0.6871, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3366, root_relative_squared_error: 0.8416,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.685, f_measure: 0.4711, kappa: 0.3325, kb_relative_information_score: 403502.2966, mean_absolute_error: 0.2231, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5025, predictive_accuracy: 0.5001, prior_entropy: 2.3219, recall: 0.5001, relative_absolute_error: 0.6972, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.9996,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.1385, kappa: -0, kb_relative_information_score: 104455.7693, mean_absolute_error: 0.3093, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0901, predictive_accuracy: 0.3001, prior_entropy: 2.3219, recall: 0.3001, relative_absolute_error: 0.9665, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.9831,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.2271, kappa: 0.0004, kb_relative_information_score: 119943.2394, mean_absolute_error: 0.3092, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2271, predictive_accuracy: 0.2271, prior_entropy: 2.3219, recall: 0.2271, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.556, root_relative_squared_error: 1.3901,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6338, f_measure: 0.333, kappa: 0.137, kb_relative_information_score: 189230.5472, mean_absolute_error: 0.2887, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3508, predictive_accuracy: 0.3606, prior_entropy: 2.3219, recall: 0.3606, relative_absolute_error: 0.9021, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3866, root_relative_squared_error: 0.9665,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, f_measure: 0.6202, kappa: 0.5077, kb_relative_information_score: 506381.9442, mean_absolute_error: 0.1912, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6205, predictive_accuracy: 0.621, prior_entropy: 2.3219, recall: 0.621, relative_absolute_error: 0.5975, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.8107,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7302, f_measure: 0.4477, kappa: 0.2822, kb_relative_information_score: 325726.2115, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4503, predictive_accuracy: 0.4527, prior_entropy: 2.3219, recall: 0.4527, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3721, root_relative_squared_error: 0.9303,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.64, f_measure: 0.3237, kappa: 0.1284, kb_relative_information_score: 181790.058, mean_absolute_error: 0.2902, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.346, predictive_accuracy: 0.3562, prior_entropy: 2.3219, recall: 0.3562, relative_absolute_error: 0.907, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.9617,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5661, f_measure: 0.2591, kappa: 0.0549, kb_relative_information_score: 135197.8268, mean_absolute_error: 0.3033, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3041, predictive_accuracy: 0.3099, prior_entropy: 2.3219, recall: 0.3099, relative_absolute_error: 0.9478, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.393, root_relative_squared_error: 0.9825,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878805.8416, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,

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 RandomRBF_50_1E-4 (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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