Task
Supervised Data Stream Classification on BNG(vowel)

Supervised Data Stream Classification on BNG(vowel)

Task 2166 Supervised Data Stream Classification BNG(vowel) 289 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(vowel)
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/4642990/Run_1847170_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(vowel)
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/4642830/Run_1847095_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(vowel)
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/4642740/Run_1847050_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(vowel)
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/4642612/Run_1846987_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(vowel)
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/4642496/Run_1846929_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(vowel)
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/4642338/Run_1846850_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(vowel)
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/4642204/Run_1846783_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(vowel)
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/4642039/Run_1846701_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(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.4979, kappa: 0.4508, kb_relative_information_score: 451534.7316, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5278, predictive_accuracy: 0.5007, prior_entropy: 3.4594, recall: 0.5007, relative_absolute_error: 0.7525, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2469, root_relative_squared_error: 0.8589,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8873, f_measure: 0.6653, kappa: 0.6332, kb_relative_information_score: 563999.5779, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6658, predictive_accuracy: 0.6666, prior_entropy: 3.4594, recall: 0.6666, relative_absolute_error: 0.6298, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.7773,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.887, f_measure: 0.6648, kappa: 0.6329, kb_relative_information_score: 575295.6883, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6655, predictive_accuracy: 0.6662, prior_entropy: 3.4594, recall: 0.6662, relative_absolute_error: 0.6139, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.7759,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8855, f_measure: 0.6692, kappa: 0.6375, kb_relative_information_score: 593469.2188, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6696, predictive_accuracy: 0.6705, prior_entropy: 3.4594, recall: 0.6705, relative_absolute_error: 0.5885, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.773,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8833, f_measure: 0.6746, kappa: 0.6432, kb_relative_information_score: 615686.5957, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6747, predictive_accuracy: 0.6757, prior_entropy: 3.4594, recall: 0.6757, relative_absolute_error: 0.5549, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2212, root_relative_squared_error: 0.7694,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8737, f_measure: 0.6733, kappa: 0.6416, kb_relative_information_score: 637070.7423, mean_absolute_error: 0.0847, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6733, predictive_accuracy: 0.6742, prior_entropy: 3.4594, recall: 0.6742, relative_absolute_error: 0.5126, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.77,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.7065, kappa: 0.6776, kb_relative_information_score: 659502.0737, mean_absolute_error: 0.0743, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7063, predictive_accuracy: 0.707, prior_entropy: 3.4594, recall: 0.707, relative_absolute_error: 0.4494, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.224, root_relative_squared_error: 0.779,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7065, kappa: 0.6776, kb_relative_information_score: 695307.2137, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7063, predictive_accuracy: 0.707, prior_entropy: 3.4594, recall: 0.707, relative_absolute_error: 0.3224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.8029,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.4979, kappa: 0.4508, kb_relative_information_score: 451534.7316, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5278, predictive_accuracy: 0.5007, prior_entropy: 3.4594, recall: 0.5007, relative_absolute_error: 0.7525, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2469, root_relative_squared_error: 0.8589,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8568, f_measure: 0.5093, kappa: 0.4673, kb_relative_information_score: 489710.3996, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5239, predictive_accuracy: 0.5158, prior_entropy: 3.4594, recall: 0.5158, relative_absolute_error: 0.7113, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2436, root_relative_squared_error: 0.8475,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.863, f_measure: 0.5212, kappa: 0.4797, kb_relative_information_score: 524560.2785, mean_absolute_error: 0.1109, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5353, predictive_accuracy: 0.527, prior_entropy: 3.4594, recall: 0.527, relative_absolute_error: 0.671, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2408, root_relative_squared_error: 0.8376,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.867, f_measure: 0.5341, kappa: 0.4929, kb_relative_information_score: 564813.6532, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5514, predictive_accuracy: 0.539, prior_entropy: 3.4594, recall: 0.539, relative_absolute_error: 0.6196, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2369, root_relative_squared_error: 0.824,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8623, f_measure: 0.5315, kappa: 0.4903, kb_relative_information_score: 592280.235, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5542, predictive_accuracy: 0.5366, prior_entropy: 3.4594, recall: 0.5366, relative_absolute_error: 0.5747, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2371, root_relative_squared_error: 0.8246,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8489, f_measure: 0.5101, kappa: 0.4751, kb_relative_information_score: 622529.7985, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5424, predictive_accuracy: 0.5229, prior_entropy: 3.4594, recall: 0.5229, relative_absolute_error: 0.5093, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2394, root_relative_squared_error: 0.8329,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7064, kappa: 0.6775, kb_relative_information_score: 695186.603, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7062, predictive_accuracy: 0.7068, prior_entropy: 3.4594, recall: 0.7068, relative_absolute_error: 0.3225, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.8031,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7065, kappa: 0.6776, kb_relative_information_score: 695283.2995, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7063, predictive_accuracy: 0.7069, prior_entropy: 3.4594, recall: 0.7069, relative_absolute_error: 0.3224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.803,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7065, kappa: 0.6776, kb_relative_information_score: 695297.856, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7063, predictive_accuracy: 0.7069, prior_entropy: 3.4594, recall: 0.7069, relative_absolute_error: 0.3224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.8029,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7064, kappa: 0.6775, kb_relative_information_score: 695209.4775, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7062, predictive_accuracy: 0.7069, prior_entropy: 3.4594, recall: 0.7069, relative_absolute_error: 0.3225, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.8031,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7065, kappa: 0.6776, kb_relative_information_score: 695259.3853, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7063, predictive_accuracy: 0.7069, prior_entropy: 3.4594, recall: 0.7069, relative_absolute_error: 0.3224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.803,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8363, f_measure: 0.702, kappa: 0.6727, kb_relative_information_score: 690599.2374, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7018, predictive_accuracy: 0.7024, prior_entropy: 3.4594, recall: 0.7024, relative_absolute_error: 0.3273, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.8091,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7065, kappa: 0.6776, kb_relative_information_score: 695307.2137, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7063, predictive_accuracy: 0.707, prior_entropy: 3.4594, recall: 0.707, relative_absolute_error: 0.3224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.8029,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8387, f_measure: 0.7064, kappa: 0.6775, kb_relative_information_score: 695156.4503, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7061, predictive_accuracy: 0.7068, prior_entropy: 3.4594, recall: 0.7068, relative_absolute_error: 0.3225, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.8031,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7065, kappa: 0.6776, kb_relative_information_score: 695268.7431, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7063, predictive_accuracy: 0.7069, prior_entropy: 3.4594, recall: 0.7069, relative_absolute_error: 0.3224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.803,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7064, kappa: 0.6776, kb_relative_information_score: 695233.3917, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7062, predictive_accuracy: 0.7069, prior_entropy: 3.4594, recall: 0.7069, relative_absolute_error: 0.3224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.803,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8923, f_measure: 0.5556, kappa: 0.5114, kb_relative_information_score: 460143.0737, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5561, predictive_accuracy: 0.5559, prior_entropy: 3.4594, recall: 0.5559, relative_absolute_error: 0.7335, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2368, root_relative_squared_error: 0.8238,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, f_measure: 0.5947, kappa: 0.5544, kb_relative_information_score: 466733.3115, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5956, predictive_accuracy: 0.5949, prior_entropy: 3.4594, recall: 0.5949, relative_absolute_error: 0.7334, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2328, root_relative_squared_error: 0.8099,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9176, f_measure: 0.613, kappa: 0.5744, kb_relative_information_score: 468429.4367, mean_absolute_error: 0.1214, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.614, predictive_accuracy: 0.6131, prior_entropy: 3.4594, recall: 0.6131, relative_absolute_error: 0.7347, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2313, root_relative_squared_error: 0.8044,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.922, f_measure: 0.6223, kappa: 0.5846, kb_relative_information_score: 467681.335, mean_absolute_error: 0.1219, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6234, predictive_accuracy: 0.6224, prior_entropy: 3.4594, recall: 0.6224, relative_absolute_error: 0.7374, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2308, root_relative_squared_error: 0.803,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, f_measure: 0.7592, kappa: 0.7354, kb_relative_information_score: 595086.6825, mean_absolute_error: 0.1034, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7608, predictive_accuracy: 0.7594, prior_entropy: 3.4594, recall: 0.7594, relative_absolute_error: 0.6255, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.204, root_relative_squared_error: 0.7096,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8387, f_measure: 0.7063, kappa: 0.6775, kb_relative_information_score: 695149.1721, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7061, predictive_accuracy: 0.7068, prior_entropy: 3.4594, recall: 0.7068, relative_absolute_error: 0.3225, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.8031,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7064, kappa: 0.6775, kb_relative_information_score: 695168.9273, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7062, predictive_accuracy: 0.7068, prior_entropy: 3.4594, recall: 0.7068, relative_absolute_error: 0.3225, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.8031,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8198, f_measure: 0.6718, kappa: 0.6395, kb_relative_information_score: 659282.0447, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6716, predictive_accuracy: 0.6723, prior_entropy: 3.4594, recall: 0.6723, relative_absolute_error: 0.3605, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2441, root_relative_squared_error: 0.8491,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7065, kappa: 0.6776, kb_relative_information_score: 695242.7494, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7062, predictive_accuracy: 0.7069, prior_entropy: 3.4594, recall: 0.7069, relative_absolute_error: 0.3224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2309, root_relative_squared_error: 0.803,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5018, f_measure: 0.0499, kappa: 0.0036, kb_relative_information_score: 58280.9954, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.1031, predictive_accuracy: 0.0943, prior_entropy: 3.4594, recall: 0.0943, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4058, root_relative_squared_error: 1.4116,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5018, f_measure: 0.0499, kappa: 0.0036, kb_relative_information_score: 58280.9954, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.1031, predictive_accuracy: 0.0943, prior_entropy: 3.4594, recall: 0.0943, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4058, root_relative_squared_error: 1.4116,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8523, f_measure: 0.5004, kappa: 0.441, kb_relative_information_score: 481504.3135, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5579, predictive_accuracy: 0.4918, prior_entropy: 3.4594, recall: 0.4918, relative_absolute_error: 0.7224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2477, root_relative_squared_error: 0.8617,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8731, f_measure: 0.6636, kappa: 0.6308, kb_relative_information_score: 589979.9485, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6637, predictive_accuracy: 0.6644, prior_entropy: 3.4594, recall: 0.6644, relative_absolute_error: 0.5868, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.7778,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8728, f_measure: 0.6607, kappa: 0.6279, kb_relative_information_score: 604838.2096, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6609, predictive_accuracy: 0.6617, prior_entropy: 3.4594, recall: 0.6617, relative_absolute_error: 0.5637, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.7788,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8696, f_measure: 0.6567, kappa: 0.6234, kb_relative_information_score: 630335.7201, mean_absolute_error: 0.0858, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6567, predictive_accuracy: 0.6577, prior_entropy: 3.4594, recall: 0.6577, relative_absolute_error: 0.5192, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.7782,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5018, f_measure: 0.0499, kappa: 0.0036, kb_relative_information_score: 58280.9954, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.1031, predictive_accuracy: 0.0943, prior_entropy: 3.4594, recall: 0.0943, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4058, root_relative_squared_error: 1.4116,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8543, f_measure: 0.696, kappa: 0.6661, kb_relative_information_score: 650977.4589, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6957, predictive_accuracy: 0.6965, prior_entropy: 3.4594, recall: 0.6965, relative_absolute_error: 0.4581, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.227, root_relative_squared_error: 0.7896,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.696, kappa: 0.6661, kb_relative_information_score: 684395.0644, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6957, predictive_accuracy: 0.6965, prior_entropy: 3.4594, recall: 0.6965, relative_absolute_error: 0.3339, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.8172,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8523, f_measure: 0.5004, kappa: 0.441, kb_relative_information_score: 481504.3135, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5579, predictive_accuracy: 0.4918, prior_entropy: 3.4594, recall: 0.4918, relative_absolute_error: 0.7224, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2477, root_relative_squared_error: 0.8617,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8523, f_measure: 0.5129, kappa: 0.4701, kb_relative_information_score: 536067.7456, mean_absolute_error: 0.1079, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5303, predictive_accuracy: 0.5182, prior_entropy: 3.4594, recall: 0.5182, relative_absolute_error: 0.6531, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.8463,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.5287, kappa: 0.4872, kb_relative_information_score: 588198.1083, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5501, predictive_accuracy: 0.5338, prior_entropy: 3.4594, recall: 0.5338, relative_absolute_error: 0.5782, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2383, root_relative_squared_error: 0.8288,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8445, f_measure: 0.5063, kappa: 0.4708, kb_relative_information_score: 615985.6564, mean_absolute_error: 0.0851, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5375, predictive_accuracy: 0.5189, prior_entropy: 3.4594, recall: 0.5189, relative_absolute_error: 0.5148, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2414, root_relative_squared_error: 0.8399,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.833, f_measure: 0.6959, kappa: 0.666, kb_relative_information_score: 684297.3282, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6956, predictive_accuracy: 0.6964, prior_entropy: 3.4594, recall: 0.6964, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.235, root_relative_squared_error: 0.8173,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.833, f_measure: 0.696, kappa: 0.6661, kb_relative_information_score: 684347.236, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6957, predictive_accuracy: 0.6964, prior_entropy: 3.4594, recall: 0.6964, relative_absolute_error: 0.3339, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.8172,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8308, f_measure: 0.6918, kappa: 0.6615, kb_relative_information_score: 680045.8009, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6916, predictive_accuracy: 0.6923, prior_entropy: 3.4594, recall: 0.6923, relative_absolute_error: 0.3385, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2365, root_relative_squared_error: 0.8228,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.833, f_measure: 0.6958, kappa: 0.6659, kb_relative_information_score: 684237.0228, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6956, predictive_accuracy: 0.6963, prior_entropy: 3.4594, recall: 0.6963, relative_absolute_error: 0.3341, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.235, root_relative_squared_error: 0.8174,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.833, f_measure: 0.6959, kappa: 0.666, kb_relative_information_score: 684258.8575, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6956, predictive_accuracy: 0.6963, prior_entropy: 3.4594, recall: 0.6963, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.235, root_relative_squared_error: 0.8174,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8139, f_measure: 0.6611, kappa: 0.6278, kb_relative_information_score: 648172.3434, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6609, predictive_accuracy: 0.6616, prior_entropy: 3.4594, recall: 0.6616, relative_absolute_error: 0.3722, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.248, root_relative_squared_error: 0.8628,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.833, f_measure: 0.6958, kappa: 0.6659, kb_relative_information_score: 684242.2216, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6956, predictive_accuracy: 0.6963, prior_entropy: 3.4594, recall: 0.6963, relative_absolute_error: 0.3341, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.235, root_relative_squared_error: 0.8174,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.833, f_measure: 0.696, kappa: 0.6661, kb_relative_information_score: 684354.5143, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6957, predictive_accuracy: 0.6964, prior_entropy: 3.4594, recall: 0.6964, relative_absolute_error: 0.3339, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.8172,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.833, f_measure: 0.6959, kappa: 0.666, kb_relative_information_score: 684322.2821, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6957, predictive_accuracy: 0.6964, prior_entropy: 3.4594, recall: 0.6964, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.235, root_relative_squared_error: 0.8173,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.833, f_measure: 0.6959, kappa: 0.666, kb_relative_information_score: 684330.6001, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6957, predictive_accuracy: 0.6964, prior_entropy: 3.4594, recall: 0.6964, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.8173,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.833, f_measure: 0.6959, kappa: 0.666, kb_relative_information_score: 684272.3742, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6956, predictive_accuracy: 0.6963, prior_entropy: 3.4594, recall: 0.6963, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.235, root_relative_squared_error: 0.8173,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.833, f_measure: 0.696, kappa: 0.6661, kb_relative_information_score: 684369.0707, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6957, predictive_accuracy: 0.6964, prior_entropy: 3.4594, recall: 0.6964, relative_absolute_error: 0.3339, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.8172,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.696, kappa: 0.6661, kb_relative_information_score: 684386.7464, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6957, predictive_accuracy: 0.6965, prior_entropy: 3.4594, recall: 0.6965, relative_absolute_error: 0.3339, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.8172,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.696, kappa: 0.6661, kb_relative_information_score: 684395.0644, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6957, predictive_accuracy: 0.6965, prior_entropy: 3.4594, recall: 0.6965, relative_absolute_error: 0.3339, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2349, root_relative_squared_error: 0.8172,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9601, f_measure: 0.7099, kappa: 0.6815, kb_relative_information_score: 684887.9455, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7097, predictive_accuracy: 0.7105, prior_entropy: 3.4594, recall: 0.7105, relative_absolute_error: 0.457, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1926, root_relative_squared_error: 0.67,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9608, f_measure: 0.713, kappa: 0.6848, kb_relative_information_score: 686164.5317, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7127, predictive_accuracy: 0.7135, prior_entropy: 3.4594, recall: 0.7135, relative_absolute_error: 0.4569, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.192, root_relative_squared_error: 0.6679,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.5844, kappa: 0.543, kb_relative_information_score: 550039.4189, mean_absolute_error: 0.1006, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5849, predictive_accuracy: 0.5846, prior_entropy: 3.4594, recall: 0.5846, relative_absolute_error: 0.6089, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.7961,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9072, f_measure: 0.6075, kappa: 0.5686, kb_relative_information_score: 574490.6011, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6079, predictive_accuracy: 0.6078, prior_entropy: 3.4594, recall: 0.6078, relative_absolute_error: 0.5829, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.7733,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.7136, kappa: 0.6856, kb_relative_information_score: 686709.9462, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7134, predictive_accuracy: 0.7142, prior_entropy: 3.4594, recall: 0.7142, relative_absolute_error: 0.4564, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1917, root_relative_squared_error: 0.6669,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.7147, kappa: 0.6867, kb_relative_information_score: 687203.1855, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7144, predictive_accuracy: 0.7152, prior_entropy: 3.4594, recall: 0.7152, relative_absolute_error: 0.4564, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.666,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.6304, kappa: 0.5939, kb_relative_information_score: 600489.3997, mean_absolute_error: 0.0916, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6306, predictive_accuracy: 0.6308, prior_entropy: 3.4594, recall: 0.6308, relative_absolute_error: 0.5544, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.7508,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.6528, kappa: 0.6186, kb_relative_information_score: 625847.3207, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6528, predictive_accuracy: 0.6533, prior_entropy: 3.4594, recall: 0.6533, relative_absolute_error: 0.5263, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.7287,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6214, f_measure: 0.0479, kappa: 0.063, kb_relative_information_score: 96069.0635, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0693, predictive_accuracy: 0.1482, prior_entropy: 3.4594, recall: 0.1482, relative_absolute_error: 0.9797, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2843, root_relative_squared_error: 0.9889,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8142, f_measure: 0.3453, kappa: 0.2913, kb_relative_information_score: 316343.2403, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3473, predictive_accuracy: 0.3558, prior_entropy: 3.4594, recall: 0.3558, relative_absolute_error: 0.8514, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2654, root_relative_squared_error: 0.9233,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8068, f_measure: 0.3558, kappa: 0.2944, kb_relative_information_score: 178494.3303, mean_absolute_error: 0.1564, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3548, predictive_accuracy: 0.3586, prior_entropy: 3.4594, recall: 0.3586, relative_absolute_error: 0.9464, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2763, root_relative_squared_error: 0.9612,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8187, f_measure: 0.3889, kappa: 0.3324, kb_relative_information_score: 239093.6163, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3932, predictive_accuracy: 0.3931, prior_entropy: 3.4594, recall: 0.3931, relative_absolute_error: 0.8919, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.926,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8903, f_measure: 0.5505, kappa: 0.5058, kb_relative_information_score: 459427.3755, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5509, predictive_accuracy: 0.5507, prior_entropy: 3.4594, recall: 0.5507, relative_absolute_error: 0.7333, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2374, root_relative_squared_error: 0.8257,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6507, f_measure: 0.1349, kappa: 0.0818, kb_relative_information_score: 111936.9028, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.1669, predictive_accuracy: 0.1654, prior_entropy: 3.4594, recall: 0.1654, relative_absolute_error: 0.9727, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.9858,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.5413, kappa: 0.4962, kb_relative_information_score: 371480.8191, mean_absolute_error: 0.1366, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5418, predictive_accuracy: 0.542, prior_entropy: 3.4594, recall: 0.542, relative_absolute_error: 0.8263, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2499, root_relative_squared_error: 0.8693,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6864, f_measure: 0.1828, kappa: 0.1048, kb_relative_information_score: 186687.8623, mean_absolute_error: 0.1473, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.1827, predictive_accuracy: 0.1862, prior_entropy: 3.4594, recall: 0.1862, relative_absolute_error: 0.8913, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3315, root_relative_squared_error: 1.1532,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.6958, kappa: 0.666, kb_relative_information_score: 678018.402, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6956, predictive_accuracy: 0.6963, prior_entropy: 3.4594, recall: 0.6963, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.6857,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5061, f_measure: 0.0434, kappa: 0.0121, kb_relative_information_score: 66257.9377, mean_absolute_error: 0.1633, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0455, predictive_accuracy: 0.102, prior_entropy: 3.4594, recall: 0.102, relative_absolute_error: 0.9879, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4041, root_relative_squared_error: 1.4056,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5072, f_measure: 0.0449, kappa: 0.0129, kb_relative_information_score: 80360.5252, mean_absolute_error: 0.1635, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0486, predictive_accuracy: 0.1027, prior_entropy: 3.4594, recall: 0.1027, relative_absolute_error: 0.9892, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3936, root_relative_squared_error: 1.3691,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0152, kb_relative_information_score: 54794.7223, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0083, predictive_accuracy: 0.0909, prior_entropy: 3.4594, recall: 0.0909, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4066, root_relative_squared_error: 1.4142,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5046, f_measure: 0.0365, kappa: 0.0087, kb_relative_information_score: 82998.5625, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0618, predictive_accuracy: 0.0988, prior_entropy: 3.4594, recall: 0.0988, relative_absolute_error: 0.9934, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3883, root_relative_squared_error: 1.3507,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8014, f_measure: 0.3587, kappa: 0.2925, kb_relative_information_score: 342926.1345, mean_absolute_error: 0.1381, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.369, predictive_accuracy: 0.3568, prior_entropy: 3.4594, recall: 0.3568, relative_absolute_error: 0.8352, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.9264,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6738, f_measure: 0.4095, kappa: 0.3475, kb_relative_information_score: 383258.2144, mean_absolute_error: 0.1078, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4159, predictive_accuracy: 0.4068, prior_entropy: 3.4594, recall: 0.4068, relative_absolute_error: 0.6525, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3284, root_relative_squared_error: 1.1424,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8294, f_measure: 0.4121, kappa: 0.3514, kb_relative_information_score: 389143.1397, mean_absolute_error: 0.1318, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4208, predictive_accuracy: 0.4104, prior_entropy: 3.4594, recall: 0.4104, relative_absolute_error: 0.7975, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.8996,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.7063, kappa: 0.6775, kb_relative_information_score: 688402.6345, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7061, predictive_accuracy: 0.7068, prior_entropy: 3.4594, recall: 0.7068, relative_absolute_error: 0.4432, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.6728,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6019, f_measure: 0.1988, kappa: 0.1225, kb_relative_information_score: 183325.2081, mean_absolute_error: 0.1457, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.2367, predictive_accuracy: 0.2022, prior_entropy: 3.4594, recall: 0.2022, relative_absolute_error: 0.8814, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.3613, root_relative_squared_error: 1.2567,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4988, f_measure: 0.0334, kappa: -0.0001, kb_relative_information_score: 920.1207, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0609, predictive_accuracy: 0.0911, prior_entropy: 3.4594, recall: 0.0911, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2875, root_relative_squared_error: 1,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.0914, kappa: 0.0005, kb_relative_information_score: 55267.8074, mean_absolute_error: 0.1652, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0914, predictive_accuracy: 0.0914, prior_entropy: 3.4594, recall: 0.0914, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4065, root_relative_squared_error: 1.4138,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7841, f_measure: 0.3079, kappa: 0.2449, kb_relative_information_score: 269417.7481, mean_absolute_error: 0.1453, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.312, predictive_accuracy: 0.3135, prior_entropy: 3.4594, recall: 0.3135, relative_absolute_error: 0.8793, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.9398,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.6924, kappa: 0.6622, kb_relative_information_score: 676467.0578, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6922, predictive_accuracy: 0.6929, prior_entropy: 3.4594, recall: 0.6929, relative_absolute_error: 0.4542, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.6916,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.6958, kappa: 0.666, kb_relative_information_score: 678018.402, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6956, predictive_accuracy: 0.6963, prior_entropy: 3.4594, recall: 0.6963, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.6857,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6434, f_measure: 0.164, kappa: 0.0883, kb_relative_information_score: 122013.0062, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.175, predictive_accuracy: 0.1712, prior_entropy: 3.4594, recall: 0.1712, relative_absolute_error: 0.9437, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.28, root_relative_squared_error: 0.974,

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(vowel) (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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