Task
Supervised Data Stream Classification on BNG(wine)

Supervised Data Stream Classification on BNG(wine)

Task 6707 Supervised Data Stream Classification BNG(wine) 312 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(wine)
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/4642998/Run_1847174_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(wine)
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/4642844/Run_1847102_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(wine)
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/4642734/Run_1847047_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(wine)
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/4642620/Run_1846991_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(wine)
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/4642500/Run_1846931_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(wine)
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/4642346/Run_1846854_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(wine)
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/4642208/Run_1846785_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(wine)
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/4642059/Run_1846711_description.xml?api_key=48830dd663e41d5cb689016a072e6ec1
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9026, kappa: 0.851, kb_relative_information_score: 664864.856, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9108, predictive_accuracy: 0.9029, prior_entropy: 1.585, recall: 0.9029, relative_absolute_error: 0.4161, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2888, root_relative_squared_error: 0.6126,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9298, kappa: 0.8931, kb_relative_information_score: 762045.0307, mean_absolute_error: 0.1365, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9304, predictive_accuracy: 0.9297, prior_entropy: 1.585, recall: 0.9297, relative_absolute_error: 0.307, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4941,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9026, kappa: 0.851, kb_relative_information_score: 664864.856, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9108, predictive_accuracy: 0.9029, prior_entropy: 1.585, recall: 0.9029, relative_absolute_error: 0.4161, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2888, root_relative_squared_error: 0.6126,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9298, kappa: 0.8931, kb_relative_information_score: 762045.0307, mean_absolute_error: 0.1365, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9304, predictive_accuracy: 0.9297, prior_entropy: 1.585, recall: 0.9297, relative_absolute_error: 0.307, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4941,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.929, kappa: 0.8919, kb_relative_information_score: 801167.7167, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9294, predictive_accuracy: 0.929, prior_entropy: 1.585, recall: 0.929, relative_absolute_error: 0.2561, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.215, root_relative_squared_error: 0.4562,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9293, kappa: 0.8925, kb_relative_information_score: 843507.3648, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9296, predictive_accuracy: 0.9293, prior_entropy: 1.585, recall: 0.9293, relative_absolute_error: 0.1955, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.203, root_relative_squared_error: 0.4305,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.93, kappa: 0.8937, kb_relative_information_score: 887905.438, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.93, predictive_accuracy: 0.93, prior_entropy: 1.585, recall: 0.93, relative_absolute_error: 0.1295, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.4135,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.9297, kappa: 0.8933, kb_relative_information_score: 897071.9087, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9297, predictive_accuracy: 0.9297, prior_entropy: 1.585, recall: 0.9297, relative_absolute_error: 0.1143, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.4191,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.9338, kappa: 0.8995, kb_relative_information_score: 902342.758, mean_absolute_error: 0.0489, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9338, prior_entropy: 1.585, recall: 0.9338, relative_absolute_error: 0.11, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.4233,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9338, kappa: 0.8995, kb_relative_information_score: 909314.1559, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9338, prior_entropy: 1.585, recall: 0.9338, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4458,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9026, kappa: 0.851, kb_relative_information_score: 664864.856, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9108, predictive_accuracy: 0.9029, prior_entropy: 1.585, recall: 0.9029, relative_absolute_error: 0.4161, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2888, root_relative_squared_error: 0.6126,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.91, kappa: 0.8629, kb_relative_information_score: 736649.6178, mean_absolute_error: 0.1492, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9144, predictive_accuracy: 0.9103, prior_entropy: 1.585, recall: 0.9103, relative_absolute_error: 0.3357, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2478, root_relative_squared_error: 0.5258,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.9283, kappa: 0.8909, kb_relative_information_score: 822735.7855, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9288, predictive_accuracy: 0.9283, prior_entropy: 1.585, recall: 0.9283, relative_absolute_error: 0.2231, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.213, root_relative_squared_error: 0.4519,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.928, kappa: 0.8906, kb_relative_information_score: 887366.0042, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9284, predictive_accuracy: 0.928, prior_entropy: 1.585, recall: 0.928, relative_absolute_error: 0.1302, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.4142,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9293, kappa: 0.8926, kb_relative_information_score: 896897.6116, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9293, predictive_accuracy: 0.9293, prior_entropy: 1.585, recall: 0.9293, relative_absolute_error: 0.1143, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.4194,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9248, kappa: 0.8858, kb_relative_information_score: 902244.9042, mean_absolute_error: 0.0489, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9257, predictive_accuracy: 0.9249, prior_entropy: 1.585, recall: 0.9249, relative_absolute_error: 0.11, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.4235,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.9337, kappa: 0.8993, kb_relative_information_score: 909212.8448, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9337, predictive_accuracy: 0.9337, prior_entropy: 1.585, recall: 0.9337, relative_absolute_error: 0.0995, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.446,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9337, kappa: 0.8994, kb_relative_information_score: 909281.2983, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9337, predictive_accuracy: 0.9337, prior_entropy: 1.585, recall: 0.9337, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.4459,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9338, kappa: 0.8995, kb_relative_information_score: 909310.0487, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9338, prior_entropy: 1.585, recall: 0.9338, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4458,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9338, kappa: 0.8996, kb_relative_information_score: 909425.0506, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9338, prior_entropy: 1.585, recall: 0.9338, relative_absolute_error: 0.0992, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4455,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9465, f_measure: 0.9301, kappa: 0.8939, kb_relative_information_score: 904341.6928, mean_absolute_error: 0.0466, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9301, predictive_accuracy: 0.9301, prior_entropy: 1.585, recall: 0.9301, relative_absolute_error: 0.1048, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.4578,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.9222, kappa: 0.8819, kb_relative_information_score: 893505.5018, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9222, predictive_accuracy: 0.9222, prior_entropy: 1.585, recall: 0.9222, relative_absolute_error: 0.1167, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2277, root_relative_squared_error: 0.4831,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9338, kappa: 0.8995, kb_relative_information_score: 909314.1559, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9338, prior_entropy: 1.585, recall: 0.9338, relative_absolute_error: 0.0994, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4458,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.9331, kappa: 0.8985, kb_relative_information_score: 908465.3324, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9331, predictive_accuracy: 0.9331, prior_entropy: 1.585, recall: 0.9331, relative_absolute_error: 0.1003, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.4479,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.9332, kappa: 0.8986, kb_relative_information_score: 908547.4766, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9332, predictive_accuracy: 0.9332, prior_entropy: 1.585, recall: 0.9332, relative_absolute_error: 0.1002, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.211, root_relative_squared_error: 0.4477,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.9333, kappa: 0.8987, kb_relative_information_score: 908666.5857, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9333, predictive_accuracy: 0.9333, prior_entropy: 1.585, recall: 0.9333, relative_absolute_error: 0.1001, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4474,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9308, kappa: 0.8949, kb_relative_information_score: 849211.4134, mean_absolute_error: 0.0823, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9308, predictive_accuracy: 0.9307, prior_entropy: 1.585, recall: 0.9307, relative_absolute_error: 0.1851, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.4057,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9328, kappa: 0.8979, kb_relative_information_score: 848821.814, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9328, predictive_accuracy: 0.9327, prior_entropy: 1.585, recall: 0.9327, relative_absolute_error: 0.1866, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.4006,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.934, kappa: 0.8997, kb_relative_information_score: 847714.9517, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.934, predictive_accuracy: 0.9339, prior_entropy: 1.585, recall: 0.9339, relative_absolute_error: 0.1885, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.3982,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.9338, kappa: 0.8995, kb_relative_information_score: 909371.6569, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9338, predictive_accuracy: 0.9338, prior_entropy: 1.585, recall: 0.9338, relative_absolute_error: 0.0993, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4456,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9348, kappa: 0.901, kb_relative_information_score: 846180.2628, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9348, predictive_accuracy: 0.9348, prior_entropy: 1.585, recall: 0.9348, relative_absolute_error: 0.1909, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.397,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9257, kappa: 0.8872, kb_relative_information_score: 869786.3797, mean_absolute_error: 0.0686, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9257, predictive_accuracy: 0.9257, prior_entropy: 1.585, recall: 0.9257, relative_absolute_error: 0.1543, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1938, root_relative_squared_error: 0.4111,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.9268, kappa: 0.8889, kb_relative_information_score: 899803.2249, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9268, predictive_accuracy: 0.9268, prior_entropy: 1.585, recall: 0.9268, relative_absolute_error: 0.1098, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.4686,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.9175, kappa: 0.8748, kb_relative_information_score: 887133.8489, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9176, predictive_accuracy: 0.9176, prior_entropy: 1.585, recall: 0.9176, relative_absolute_error: 0.1237, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.4973,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.9333, kappa: 0.8987, kb_relative_information_score: 908643.3115, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9333, predictive_accuracy: 0.9333, prior_entropy: 1.585, recall: 0.9333, relative_absolute_error: 0.1001, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4474,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9223, kappa: 0.8813, kb_relative_information_score: 708581.1456, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9245, predictive_accuracy: 0.9222, prior_entropy: 1.585, recall: 0.9222, relative_absolute_error: 0.3676, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2678, root_relative_squared_error: 0.5681,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.9249, kappa: 0.8854, kb_relative_information_score: 786661.9605, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9263, predictive_accuracy: 0.9248, prior_entropy: 1.585, recall: 0.9248, relative_absolute_error: 0.2749, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.4785,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.9287, kappa: 0.8918, kb_relative_information_score: 839658.2297, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9288, predictive_accuracy: 0.9287, prior_entropy: 1.585, recall: 0.9287, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.4428,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.929, kappa: 0.8923, kb_relative_information_score: 896482.5704, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9291, predictive_accuracy: 0.9291, prior_entropy: 1.585, recall: 0.9291, relative_absolute_error: 0.1148, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.198, root_relative_squared_error: 0.42,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6904, f_measure: 0.5714, kappa: 0.3757, kb_relative_information_score: 431898.825, mean_absolute_error: 0.2766, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.6381, predictive_accuracy: 0.585, prior_entropy: 1.585, recall: 0.585, relative_absolute_error: 0.6224, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.526, root_relative_squared_error: 1.1157,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 901558.724, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1108, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.4248,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 907713.7128, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4497,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9223, kappa: 0.8813, kb_relative_information_score: 708581.1456, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9245, predictive_accuracy: 0.9222, prior_entropy: 1.585, recall: 0.9222, relative_absolute_error: 0.3676, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2678, root_relative_squared_error: 0.5681,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9224, kappa: 0.8819, kb_relative_information_score: 813060.5553, mean_absolute_error: 0.1044, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9234, predictive_accuracy: 0.9224, prior_entropy: 1.585, recall: 0.9224, relative_absolute_error: 0.2349, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.4728,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.9287, kappa: 0.8918, kb_relative_information_score: 896326.9102, mean_absolute_error: 0.0511, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9288, predictive_accuracy: 0.9287, prior_entropy: 1.585, recall: 0.9287, relative_absolute_error: 0.1149, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.4202,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.9245, kappa: 0.8854, kb_relative_information_score: 901475.8407, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9253, predictive_accuracy: 0.9245, prior_entropy: 1.585, recall: 0.9245, relative_absolute_error: 0.1109, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2003, root_relative_squared_error: 0.4249,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9327, kappa: 0.8979, kb_relative_information_score: 907893.061, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9327, prior_entropy: 1.585, recall: 0.9327, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.4493,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.929, kappa: 0.8923, kb_relative_information_score: 902846.6681, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.929, predictive_accuracy: 0.929, prior_entropy: 1.585, recall: 0.929, relative_absolute_error: 0.1064, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.4614,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9432, f_measure: 0.9259, kappa: 0.8876, kb_relative_information_score: 898629.9317, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.926, predictive_accuracy: 0.926, prior_entropy: 1.585, recall: 0.926, relative_absolute_error: 0.1111, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.4713,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9327, kappa: 0.8979, kb_relative_information_score: 907879.3703, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9327, predictive_accuracy: 0.9327, prior_entropy: 1.585, recall: 0.9327, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.4493,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.9263, kappa: 0.8882, kb_relative_information_score: 899163.8691, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9263, predictive_accuracy: 0.9263, prior_entropy: 1.585, recall: 0.9263, relative_absolute_error: 0.1105, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2216, root_relative_squared_error: 0.4701,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.9189, kappa: 0.8769, kb_relative_information_score: 889038.2256, mean_absolute_error: 0.054, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.919, predictive_accuracy: 0.919, prior_entropy: 1.585, recall: 0.919, relative_absolute_error: 0.1216, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2324, root_relative_squared_error: 0.4931,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.9321, kappa: 0.8969, kb_relative_information_score: 907031.9158, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9321, predictive_accuracy: 0.9321, prior_entropy: 1.585, recall: 0.9321, relative_absolute_error: 0.1019, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.4514,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.932, kappa: 0.8968, kb_relative_information_score: 906923.7593, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.932, predictive_accuracy: 0.932, prior_entropy: 1.585, recall: 0.932, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.4516,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.932, kappa: 0.8967, kb_relative_information_score: 906868.9965, mean_absolute_error: 0.0454, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.932, predictive_accuracy: 0.932, prior_entropy: 1.585, recall: 0.932, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.213, root_relative_squared_error: 0.4517,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.932, kappa: 0.8968, kb_relative_information_score: 906886.7944, mean_absolute_error: 0.0453, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.932, predictive_accuracy: 0.932, prior_entropy: 1.585, recall: 0.932, relative_absolute_error: 0.102, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.4517,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8976, kb_relative_information_score: 907689.0696, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4498,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 907717.82, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4497,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 907731.5107, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4497,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 907713.7128, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1011, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4497,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9401, kappa: 0.909, kb_relative_information_score: 883419.5274, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9401, predictive_accuracy: 0.9401, prior_entropy: 1.585, recall: 0.9401, relative_absolute_error: 0.1424, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1742, root_relative_squared_error: 0.3695,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9401, kappa: 0.9091, kb_relative_information_score: 883416.1284, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9401, predictive_accuracy: 0.9401, prior_entropy: 1.585, recall: 0.9401, relative_absolute_error: 0.1425, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.174, root_relative_squared_error: 0.3692,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9469, kappa: 0.9193, kb_relative_information_score: 890100.8213, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9469, predictive_accuracy: 0.9469, prior_entropy: 1.585, recall: 0.9469, relative_absolute_error: 0.136, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1648, root_relative_squared_error: 0.3495,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9472, kappa: 0.9198, kb_relative_information_score: 890558.6, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9472, predictive_accuracy: 0.9472, prior_entropy: 1.585, recall: 0.9472, relative_absolute_error: 0.1355, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1642, root_relative_squared_error: 0.3483,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9406, kappa: 0.9099, kb_relative_information_score: 883548.3149, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9407, predictive_accuracy: 0.9406, prior_entropy: 1.585, recall: 0.9406, relative_absolute_error: 0.1425, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.3677,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9406, kappa: 0.9098, kb_relative_information_score: 883651.0852, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9406, predictive_accuracy: 0.9406, prior_entropy: 1.585, recall: 0.9406, relative_absolute_error: 0.1423, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.3679,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9473, kappa: 0.92, kb_relative_information_score: 890613.3816, mean_absolute_error: 0.0602, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9473, predictive_accuracy: 0.9473, prior_entropy: 1.585, recall: 0.9473, relative_absolute_error: 0.1355, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.3477,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9473, kappa: 0.9199, kb_relative_information_score: 890547.7856, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9473, predictive_accuracy: 0.9472, prior_entropy: 1.585, recall: 0.9472, relative_absolute_error: 0.1356, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.164, root_relative_squared_error: 0.3478,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7556, f_measure: 0.5389, kappa: 0.4143, kb_relative_information_score: 380832.1336, mean_absolute_error: 0.3126, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.4846, predictive_accuracy: 0.6346, prior_entropy: 1.585, recall: 0.6346, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4003, root_relative_squared_error: 0.8491,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9271, kappa: 0.8893, kb_relative_information_score: 861117.3835, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9271, predictive_accuracy: 0.9271, prior_entropy: 1.585, recall: 0.9271, relative_absolute_error: 0.1679, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.4089,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.9275, kappa: 0.89, kb_relative_information_score: 578776.2628, mean_absolute_error: 0.2428, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9276, predictive_accuracy: 0.9275, prior_entropy: 1.585, recall: 0.9275, relative_absolute_error: 0.5463, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.6369,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9267, kappa: 0.8885, kb_relative_information_score: 828704.6268, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.927, predictive_accuracy: 0.9266, prior_entropy: 1.585, recall: 0.9266, relative_absolute_error: 0.2167, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.4149,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9305, kappa: 0.8944, kb_relative_information_score: 849169.126, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9305, predictive_accuracy: 0.9304, prior_entropy: 1.585, recall: 0.9304, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.4065,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7708, f_measure: 0.5618, kappa: 0.4695, kb_relative_information_score: 431458.3489, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.4888, predictive_accuracy: 0.6659, prior_entropy: 1.585, recall: 0.6659, relative_absolute_error: 0.666, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3884, root_relative_squared_error: 0.8239,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.918, kappa: 0.8756, kb_relative_information_score: 811522.7731, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.918, predictive_accuracy: 0.9181, prior_entropy: 1.585, recall: 0.9181, relative_absolute_error: 0.2343, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.44,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8369, f_measure: 0.6857, kappa: 0.5366, kb_relative_information_score: 574100.3564, mean_absolute_error: 0.2121, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.6935, predictive_accuracy: 0.6911, prior_entropy: 1.585, recall: 0.6911, relative_absolute_error: 0.4772, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3902, root_relative_squared_error: 0.8278,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 881425.6257, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.3998,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5868, f_measure: 0.403, kappa: 0.1771, kb_relative_information_score: 290524.5241, mean_absolute_error: 0.3455, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.3484, predictive_accuracy: 0.4818, prior_entropy: 1.585, recall: 0.4818, relative_absolute_error: 0.7773, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5878, root_relative_squared_error: 1.2469,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6009, f_measure: 0.4189, kappa: 0.2058, kb_relative_information_score: 316266.0254, mean_absolute_error: 0.3329, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.3632, predictive_accuracy: 0.5006, prior_entropy: 1.585, recall: 0.5006, relative_absolute_error: 0.7491, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.577, root_relative_squared_error: 1.224,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6768, f_measure: 0.511, kappa: 0.3655, kb_relative_information_score: 457137.635, mean_absolute_error: 0.2643, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.4552, predictive_accuracy: 0.6035, prior_entropy: 1.585, recall: 0.6035, relative_absolute_error: 0.5948, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5141, root_relative_squared_error: 1.0907,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.5104, kappa: 0.3646, kb_relative_information_score: 456455.6244, mean_absolute_error: 0.2648, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.4545, predictive_accuracy: 0.6029, prior_entropy: 1.585, recall: 0.6029, relative_absolute_error: 0.5957, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.512, root_relative_squared_error: 1.0862,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9173, kappa: 0.8745, kb_relative_information_score: 837779.9784, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9179, predictive_accuracy: 0.9174, prior_entropy: 1.585, recall: 0.9174, relative_absolute_error: 0.1963, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.4359,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9171, f_measure: 0.8915, kappa: 0.8355, kb_relative_information_score: 851577.7255, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8917, predictive_accuracy: 0.8916, prior_entropy: 1.585, recall: 0.8916, relative_absolute_error: 0.1626, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2688, root_relative_squared_error: 0.5703,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9199, kappa: 0.8783, kb_relative_information_score: 844446.7193, mean_absolute_error: 0.0835, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9204, predictive_accuracy: 0.9199, prior_entropy: 1.585, recall: 0.9199, relative_absolute_error: 0.1879, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2023, root_relative_squared_error: 0.4291,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2303, kappa: 0, kb_relative_information_score: 42207.1032, mean_absolute_error: 0.4392, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.3462, predictive_accuracy: 0.401, prior_entropy: 1.585, recall: 0.401, relative_absolute_error: 0.9882, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4687, root_relative_squared_error: 0.9942,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9338, kappa: 0.8994, kb_relative_information_score: 879148.3965, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9337, predictive_accuracy: 0.9338, prior_entropy: 1.585, recall: 0.9338, relative_absolute_error: 0.146, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.4015,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2296, kb_relative_information_score: 131980.6701, mean_absolute_error: 0.4404, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.3215, predictive_accuracy: 0.4011, prior_entropy: 1.585, recall: 0.4011, relative_absolute_error: 0.9908, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.5234, root_relative_squared_error: 1.1102,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.2297, kappa: 0, kb_relative_information_score: 42040.1674, mean_absolute_error: 0.4392, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.2721, predictive_accuracy: 0.4011, prior_entropy: 1.585, recall: 0.4011, relative_absolute_error: 0.9882, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4686, root_relative_squared_error: 0.9941,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5007, f_measure: 0.342, kappa: 0.0013, kb_relative_information_score: 99194.219, mean_absolute_error: 0.4386, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.342, predictive_accuracy: 0.342, prior_entropy: 1.585, recall: 0.342, relative_absolute_error: 0.987, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6623, root_relative_squared_error: 1.405,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.8815, kappa: 0.8202, kb_relative_information_score: 775131.6114, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8815, predictive_accuracy: 0.8816, prior_entropy: 1.585, recall: 0.8816, relative_absolute_error: 0.269, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2459, root_relative_squared_error: 0.5216,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9334, kappa: 0.8989, kb_relative_information_score: 880925.4815, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9334, predictive_accuracy: 0.9334, prior_entropy: 1.585, recall: 0.9334, relative_absolute_error: 0.1428, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.4,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9326, kappa: 0.8977, kb_relative_information_score: 881425.6257, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9326, predictive_accuracy: 0.9326, prior_entropy: 1.585, recall: 0.9326, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.3998,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

Given inputs

estimation_procedure Interleaved Test then Train
source_data BNG(wine) (1)
target_feature class

Expected outputs

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

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