Task
Supervised Data Stream Classification on RandomRBF_50_1E-3

Supervised Data Stream Classification on RandomRBF_50_1E-3

Task 197 Supervised Data Stream Classification RandomRBF_50_1E-3 291 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 7 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
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/4642917/Run_1847134_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 7 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
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/4642804/Run_1847082_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 7 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
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/4642798/Run_1847079_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 7 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
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/4642721/Run_1847041_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 7 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
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/4642578/Run_1846970_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 7 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
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/4642428/Run_1846895_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 7 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
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/4642292/Run_1846827_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 7 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
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/4642141/Run_1846752_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 7 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
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/4641916/Run_1846640_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-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8066, f_measure: 0.3817, kappa: 0.2362, kb_relative_information_score: 354839.4866, mean_absolute_error: 0.2461, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5738, predictive_accuracy: 0.4461, prior_entropy: 2.3219, recall: 0.4461, relative_absolute_error: 0.7691, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3612, root_relative_squared_error: 0.903,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8949, f_measure: 0.6163, kappa: 0.5038, kb_relative_information_score: 509342.9058, mean_absolute_error: 0.2037, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6963, predictive_accuracy: 0.6324, prior_entropy: 2.3219, recall: 0.6324, relative_absolute_error: 0.6365, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.313, root_relative_squared_error: 0.7826,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8951, f_measure: 0.5933, kappa: 0.4763, kb_relative_information_score: 530920.4172, mean_absolute_error: 0.1951, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6888, predictive_accuracy: 0.6137, prior_entropy: 2.3219, recall: 0.6137, relative_absolute_error: 0.6097, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3147, root_relative_squared_error: 0.7868,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.682, kappa: 0.5845, kb_relative_information_score: 565152.2657, mean_absolute_error: 0.1837, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7291, predictive_accuracy: 0.6889, prior_entropy: 2.3219, recall: 0.6889, relative_absolute_error: 0.5741, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3033, root_relative_squared_error: 0.7582,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.7638, kappa: 0.6918, kb_relative_information_score: 605960.3337, mean_absolute_error: 0.1689, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7744, predictive_accuracy: 0.7651, prior_entropy: 2.3219, recall: 0.7651, relative_absolute_error: 0.5279, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.7239,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9074, f_measure: 0.8237, kappa: 0.7722, kb_relative_information_score: 655588.9699, mean_absolute_error: 0.1486, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8253, predictive_accuracy: 0.8244, prior_entropy: 2.3219, recall: 0.8244, relative_absolute_error: 0.4644, 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-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 722619.9393, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.6634,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818164.9245, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6319,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8066, f_measure: 0.3817, kappa: 0.2362, kb_relative_information_score: 354839.4866, mean_absolute_error: 0.2461, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5738, predictive_accuracy: 0.4461, prior_entropy: 2.3219, recall: 0.4461, relative_absolute_error: 0.7691, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3612, root_relative_squared_error: 0.903,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.3472, kappa: 0.2025, kb_relative_information_score: 384966.0027, mean_absolute_error: 0.2315, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5485, predictive_accuracy: 0.4259, prior_entropy: 2.3219, recall: 0.4259, relative_absolute_error: 0.7236, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.369, root_relative_squared_error: 0.9225,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8282, f_measure: 0.4306, kappa: 0.2833, kb_relative_information_score: 412891.4984, mean_absolute_error: 0.2205, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5826, predictive_accuracy: 0.4789, prior_entropy: 2.3219, recall: 0.4789, relative_absolute_error: 0.6891, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3567, root_relative_squared_error: 0.8917,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8435, f_measure: 0.5271, kappa: 0.3956, kb_relative_information_score: 474973.8567, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6305, predictive_accuracy: 0.5544, prior_entropy: 2.3219, recall: 0.5544, relative_absolute_error: 0.6426, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3401, root_relative_squared_error: 0.8503,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.5715, kappa: 0.4539, kb_relative_information_score: 553676.6399, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6431, predictive_accuracy: 0.5929, prior_entropy: 2.3219, recall: 0.5929, relative_absolute_error: 0.5712, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.7984,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8749, f_measure: 0.6433, kappa: 0.5441, kb_relative_information_score: 659278.838, mean_absolute_error: 0.1426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6995, predictive_accuracy: 0.6491, prior_entropy: 2.3219, recall: 0.6491, relative_absolute_error: 0.4455, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.7484,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8395, kappa: 0.7929, kb_relative_information_score: 817874.5696, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8412, predictive_accuracy: 0.8401, prior_entropy: 2.3219, recall: 0.8401, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.6324,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7932, kb_relative_information_score: 818160.3699, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6319,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818168.3405, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818164.9245, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6319,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818167.2018, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.8388, kappa: 0.792, kb_relative_information_score: 817052.4665, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8405, predictive_accuracy: 0.8393, prior_entropy: 2.3219, recall: 0.8393, relative_absolute_error: 0.2008, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.6338,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818164.9245, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6319,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8395, kappa: 0.7929, kb_relative_information_score: 817874.5696, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8412, predictive_accuracy: 0.8401, prior_entropy: 2.3219, recall: 0.8401, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.6324,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7932, kb_relative_information_score: 818160.3699, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6319,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818166.0632, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6173, f_measure: 0.3892, kappa: 0.2106, kb_relative_information_score: 300228.4781, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3899, predictive_accuracy: 0.3888, prior_entropy: 2.3219, recall: 0.3888, relative_absolute_error: 0.781, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4653, root_relative_squared_error: 1.1633,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6174, f_measure: 0.3892, kappa: 0.2106, kb_relative_information_score: 300230.1962, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3899, predictive_accuracy: 0.3888, prior_entropy: 2.3219, recall: 0.3888, relative_absolute_error: 0.781, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4653, root_relative_squared_error: 1.1632,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6174, f_measure: 0.3892, kappa: 0.2106, kb_relative_information_score: 300219.5527, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3899, predictive_accuracy: 0.3888, prior_entropy: 2.3219, recall: 0.3888, relative_absolute_error: 0.781, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4653, root_relative_squared_error: 1.1632,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6175, f_measure: 0.3892, kappa: 0.2106, kb_relative_information_score: 300202.0971, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3899, predictive_accuracy: 0.3888, prior_entropy: 2.3219, recall: 0.3888, relative_absolute_error: 0.781, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4652, root_relative_squared_error: 1.1631,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6636, f_measure: 0.3641, kappa: 0.1757, kb_relative_information_score: 205152.243, mean_absolute_error: 0.2873, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3803, predictive_accuracy: 0.386, prior_entropy: 2.3219, recall: 0.386, relative_absolute_error: 0.8979, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3826, root_relative_squared_error: 0.9565,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818166.0632, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818168.3405, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, f_measure: 0.8248, kappa: 0.7736, kb_relative_information_score: 801163.7879, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8262, predictive_accuracy: 0.8254, prior_entropy: 2.3219, recall: 0.8254, relative_absolute_error: 0.2183, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2643, root_relative_squared_error: 0.6607,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818166.0632, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8297, f_measure: 0.5173, kappa: 0.3913, kb_relative_information_score: 389617.1175, mean_absolute_error: 0.2347, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.61, predictive_accuracy: 0.5416, prior_entropy: 2.3219, recall: 0.5416, relative_absolute_error: 0.7334, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3434, root_relative_squared_error: 0.8586,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.7697, kappa: 0.7002, kb_relative_information_score: 575383.698, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7757, predictive_accuracy: 0.7707, prior_entropy: 2.3219, recall: 0.7707, relative_absolute_error: 0.5702, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2889, root_relative_squared_error: 0.7222,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.7671, kappa: 0.6968, kb_relative_information_score: 606685.313, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7749, predictive_accuracy: 0.7683, prior_entropy: 2.3219, recall: 0.7683, relative_absolute_error: 0.5287, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2883, root_relative_squared_error: 0.7207,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, f_measure: 0.8314, kappa: 0.7822, kb_relative_information_score: 655696.7995, mean_absolute_error: 0.1488, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8329, predictive_accuracy: 0.832, prior_entropy: 2.3219, recall: 0.832, relative_absolute_error: 0.4648, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2748, root_relative_squared_error: 0.6869,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.905, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 722522.0623, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.3697, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2654, root_relative_squared_error: 0.6635,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818166.0632, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8297, f_measure: 0.5173, kappa: 0.3913, kb_relative_information_score: 389617.1175, mean_absolute_error: 0.2347, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.61, predictive_accuracy: 0.5416, prior_entropy: 2.3219, recall: 0.5416, relative_absolute_error: 0.7334, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3434, root_relative_squared_error: 0.8586,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8297, f_measure: 0.4938, kappa: 0.3516, kb_relative_information_score: 464097.5735, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5979, predictive_accuracy: 0.5198, prior_entropy: 2.3219, recall: 0.5198, relative_absolute_error: 0.6562, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.343, root_relative_squared_error: 0.8574,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8555, f_measure: 0.5668, kappa: 0.4467, kb_relative_information_score: 548152.6104, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6397, predictive_accuracy: 0.5869, prior_entropy: 2.3219, recall: 0.5869, relative_absolute_error: 0.5789, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3207, root_relative_squared_error: 0.8017,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8748, f_measure: 0.6426, kappa: 0.5433, kb_relative_information_score: 658970.7027, mean_absolute_error: 0.1427, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.699, predictive_accuracy: 0.6484, prior_entropy: 2.3219, recall: 0.6484, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.7488,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818166.0632, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818168.3405, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8961, f_measure: 0.839, kappa: 0.7922, kb_relative_information_score: 817251.7297, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8406, predictive_accuracy: 0.8395, prior_entropy: 2.3219, recall: 0.8395, relative_absolute_error: 0.2006, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.6334,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818167.2018, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818169.4791, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8871, f_measure: 0.8256, kappa: 0.7748, kb_relative_information_score: 802132.7764, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8271, predictive_accuracy: 0.8262, prior_entropy: 2.3219, recall: 0.8262, relative_absolute_error: 0.2172, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.6591,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.529, f_measure: 0.2464, kappa: 0.0585, kb_relative_information_score: 194789.915, mean_absolute_error: 0.2829, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.307, predictive_accuracy: 0.2928, prior_entropy: 2.3219, recall: 0.2928, relative_absolute_error: 0.884, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5319, root_relative_squared_error: 1.3296,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8395, kappa: 0.7929, kb_relative_information_score: 817874.5696, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8412, predictive_accuracy: 0.8401, prior_entropy: 2.3219, recall: 0.8401, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.6324,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7932, kb_relative_information_score: 818160.3699, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6319,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818166.0632, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818167.2018, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8395, kappa: 0.7929, kb_relative_information_score: 817874.5696, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8412, predictive_accuracy: 0.8401, prior_entropy: 2.3219, recall: 0.8401, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.6324,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7932, kb_relative_information_score: 818160.3699, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6319,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818168.3405, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 818166.0632, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.6318,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6676, f_measure: 0.3228, kappa: 0.1465, kb_relative_information_score: 158582.709, mean_absolute_error: 0.298, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4196, predictive_accuracy: 0.3778, prior_entropy: 2.3219, recall: 0.3778, relative_absolute_error: 0.9312, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3839, root_relative_squared_error: 0.9596,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6829, f_measure: 0.3231, kappa: 0.1537, kb_relative_information_score: 158906.0882, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4284, predictive_accuracy: 0.3841, prior_entropy: 2.3219, recall: 0.3841, relative_absolute_error: 0.9309, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3833, root_relative_squared_error: 0.9583,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.5518, kappa: 0.4171, kb_relative_information_score: 383946.4077, mean_absolute_error: 0.2375, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5561, predictive_accuracy: 0.5557, prior_entropy: 2.3219, recall: 0.5557, relative_absolute_error: 0.7421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.8572,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8184, f_measure: 0.5575, kappa: 0.4245, kb_relative_information_score: 381889.4424, mean_absolute_error: 0.2386, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5626, predictive_accuracy: 0.5617, prior_entropy: 2.3219, recall: 0.5617, relative_absolute_error: 0.7457, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3412, root_relative_squared_error: 0.853,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6906, f_measure: 0.3227, kappa: 0.1566, kb_relative_information_score: 158563.7151, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4205, predictive_accuracy: 0.3868, prior_entropy: 2.3219, recall: 0.3868, relative_absolute_error: 0.9311, 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.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6943, f_measure: 0.3225, kappa: 0.1578, kb_relative_information_score: 158825.5627, mean_absolute_error: 0.2979, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4213, predictive_accuracy: 0.3878, prior_entropy: 2.3219, recall: 0.3878, relative_absolute_error: 0.9309, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3831, root_relative_squared_error: 0.9577,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.831, f_measure: 0.5725, kappa: 0.4439, kb_relative_information_score: 380953.085, mean_absolute_error: 0.2399, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5795, predictive_accuracy: 0.5771, prior_entropy: 2.3219, recall: 0.5771, relative_absolute_error: 0.7496, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.338, root_relative_squared_error: 0.845,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8534, f_measure: 0.6066, kappa: 0.4885, kb_relative_information_score: 386746.8869, mean_absolute_error: 0.2396, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6169, predictive_accuracy: 0.6117, prior_entropy: 2.3219, recall: 0.6117, relative_absolute_error: 0.7488, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3323, root_relative_squared_error: 0.8307,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6173, f_measure: 0.3892, kappa: 0.2106, kb_relative_information_score: 300228.4781, mean_absolute_error: 0.2499, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3899, predictive_accuracy: 0.3888, prior_entropy: 2.3219, recall: 0.3888, relative_absolute_error: 0.781, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4653, root_relative_squared_error: 1.1633,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5058, f_measure: 0.1402, kappa: -0, kb_relative_information_score: 105147.2139, mean_absolute_error: 0.3092, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1859, predictive_accuracy: 0.2999, prior_entropy: 2.3219, recall: 0.2999, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.983,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6566, f_measure: 0.3691, kappa: 0.1801, kb_relative_information_score: 229091.0926, mean_absolute_error: 0.2808, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3684, predictive_accuracy: 0.3779, prior_entropy: 2.3219, recall: 0.3779, relative_absolute_error: 0.8774, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3896, root_relative_squared_error: 0.974,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6496, f_measure: 0.3782, kappa: 0.1964, kb_relative_information_score: 194350.2868, mean_absolute_error: 0.2927, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3893, predictive_accuracy: 0.3996, prior_entropy: 2.3219, recall: 0.3996, relative_absolute_error: 0.9146, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3841, root_relative_squared_error: 0.9602,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.615, f_measure: 0.382, kappa: 0.196, kb_relative_information_score: 269043.3045, mean_absolute_error: 0.2629, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3867, predictive_accuracy: 0.3896, prior_entropy: 2.3219, recall: 0.3896, relative_absolute_error: 0.8214, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4331, root_relative_squared_error: 1.0828,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5801, f_measure: 0.272, kappa: 0.0712, kb_relative_information_score: 139845.4273, mean_absolute_error: 0.3024, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2913, predictive_accuracy: 0.3223, prior_entropy: 2.3219, recall: 0.3223, relative_absolute_error: 0.9451, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3919, root_relative_squared_error: 0.9797,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6365, f_measure: 0.3861, kappa: 0.2057, kb_relative_information_score: 272111.4427, mean_absolute_error: 0.2627, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3857, predictive_accuracy: 0.3865, prior_entropy: 2.3219, recall: 0.3865, relative_absolute_error: 0.821, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.425, root_relative_squared_error: 1.0626,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5285, f_measure: 0.2745, kappa: 0.0569, kb_relative_information_score: 190669.6087, mean_absolute_error: 0.2843, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.27, predictive_accuracy: 0.2892, prior_entropy: 2.3219, recall: 0.2892, relative_absolute_error: 0.8885, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5332, root_relative_squared_error: 1.333,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.2815, kappa: 0.0743, kb_relative_information_score: 153379.4542, mean_absolute_error: 0.298, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3123, predictive_accuracy: 0.3226, prior_entropy: 2.3219, recall: 0.3226, relative_absolute_error: 0.9313, 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.SPegasos(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5089, f_measure: 0.0854, kappa: 0.0161, kb_relative_information_score: 70232.1938, mean_absolute_error: 0.3266, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1715, predictive_accuracy: 0.1834, prior_entropy: 2.3219, recall: 0.1834, relative_absolute_error: 1.0207, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5715, root_relative_squared_error: 1.4288,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5487, f_measure: 0.0885, kappa: 0.0154, kb_relative_information_score: 121454.7381, mean_absolute_error: 0.317, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1541, predictive_accuracy: 0.1839, prior_entropy: 2.3219, recall: 0.1839, relative_absolute_error: 0.9906, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4971, root_relative_squared_error: 1.2429,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
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-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.0474, kappa: -0, kb_relative_information_score: 101014.695, mean_absolute_error: 0.3233, 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: 1.0105, 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-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.961, f_measure: 0.8398, kappa: 0.7933, kb_relative_information_score: 786598.2707, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8415, predictive_accuracy: 0.8403, prior_entropy: 2.3219, recall: 0.8403, relative_absolute_error: 0.2716, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.5388,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.8652, kappa: 0.8262, kb_relative_information_score: 846897.54, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8657, predictive_accuracy: 0.8655, prior_entropy: 2.3219, recall: 0.8655, relative_absolute_error: 0.1681, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.5798,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9488, f_measure: 0.8058, kappa: 0.7492, kb_relative_information_score: 722523.859, mean_absolute_error: 0.1139, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8085, predictive_accuracy: 0.8068, prior_entropy: 2.3219, recall: 0.8068, relative_absolute_error: 0.356, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2372, root_relative_squared_error: 0.5931,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6044, f_measure: 0.2936, kappa: 0.0938, kb_relative_information_score: 159842.1167, mean_absolute_error: 0.2961, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3415, predictive_accuracy: 0.3393, prior_entropy: 2.3219, recall: 0.3393, relative_absolute_error: 0.9252, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3883, root_relative_squared_error: 0.9709,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6813, f_measure: 0.4334, kappa: 0.2663, kb_relative_information_score: 310462.9244, mean_absolute_error: 0.2581, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4369, predictive_accuracy: 0.4457, prior_entropy: 2.3219, recall: 0.4457, relative_absolute_error: 0.8064, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3853, root_relative_squared_error: 0.9632,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
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-3
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-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5456, f_measure: 0.2283, kappa: 0.0295, kb_relative_information_score: 123053.281, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2951, predictive_accuracy: 0.3055, prior_entropy: 2.3219, recall: 0.3055, relative_absolute_error: 0.9546, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.393, root_relative_squared_error: 0.9824,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6727, f_measure: 0.379, kappa: 0.1913, kb_relative_information_score: 240720.0387, mean_absolute_error: 0.2745, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3883, predictive_accuracy: 0.3916, prior_entropy: 2.3219, recall: 0.3916, relative_absolute_error: 0.8579, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3823, root_relative_squared_error: 0.9559,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.2815, kappa: 0.0743, kb_relative_information_score: 153379.4542, mean_absolute_error: 0.298, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3123, predictive_accuracy: 0.3226, prior_entropy: 2.3219, recall: 0.3226, relative_absolute_error: 0.9313, 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.RuleClassifier(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5394, f_measure: 0.2098, kappa: 0.0209, kb_relative_information_score: 113254.642, mean_absolute_error: 0.3072, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2759, predictive_accuracy: 0.3046, prior_entropy: 2.3219, recall: 0.3046, relative_absolute_error: 0.9601, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.9823,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.534, f_measure: 0.2329, kappa: 0.0229, kb_relative_information_score: 122555.4171, mean_absolute_error: 0.3061, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2894, predictive_accuracy: 0.2914, prior_entropy: 2.3219, recall: 0.2914, relative_absolute_error: 0.9566, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3939, root_relative_squared_error: 0.9847,

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-3 (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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