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Supervised Data Stream Classification on BNG(lymph)

Supervised Data Stream Classification on BNG(lymph)

Task 2132 Supervised Data Stream Classification BNG(lymph) 291 runs submitted
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  • ECMLPKDD2015 streamensembles streams study_11 study_16
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Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
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/4642929/Run_1847140_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(lymph)
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/4642810/Run_1847085_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(lymph)
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/4642699/Run_1847030_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(lymph)
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/4642580/Run_1846971_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(lymph)
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/4642446/Run_1846904_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(lymph)
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/4642302/Run_1846832_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(lymph)
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/4642149/Run_1846756_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(lymph)
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/4641936/Run_1846650_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(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.8879, kappa: 0.7901, kb_relative_information_score: 792876.5059, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8926, predictive_accuracy: 0.8899, prior_entropy: 2, recall: 0.8899, relative_absolute_error: 0.2764, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.5053,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.8884, kappa: 0.7918, kb_relative_information_score: 809575.4064, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8928, predictive_accuracy: 0.8906, prior_entropy: 2, recall: 0.8906, relative_absolute_error: 0.253, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.4859,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.8959, kappa: 0.806, kb_relative_information_score: 834643.2409, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8967, predictive_accuracy: 0.8972, prior_entropy: 2, recall: 0.8972, relative_absolute_error: 0.2143, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.4683,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.8963, kappa: 0.8065, kb_relative_information_score: 851890.4368, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8968, predictive_accuracy: 0.8974, prior_entropy: 2, recall: 0.8974, relative_absolute_error: 0.1846, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.4658,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.9015, kappa: 0.8161, kb_relative_information_score: 854354.3898, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.9022, prior_entropy: 2, recall: 0.9022, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.204, root_relative_squared_error: 0.471,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8971, kappa: 0.8078, kb_relative_information_score: 862469.7344, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8976, predictive_accuracy: 0.8978, prior_entropy: 2, recall: 0.8978, relative_absolute_error: 0.1665, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.4783,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.9026, kappa: 0.8182, kb_relative_information_score: 868753.7915, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1566, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.4923,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9026, kappa: 0.8182, kb_relative_information_score: 882801.8527, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5087,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.8879, kappa: 0.7901, kb_relative_information_score: 792876.5059, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8926, predictive_accuracy: 0.8899, prior_entropy: 2, recall: 0.8899, relative_absolute_error: 0.2764, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.5053,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9531, f_measure: 0.89, kappa: 0.794, kb_relative_information_score: 830073.7615, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8935, predictive_accuracy: 0.8915, prior_entropy: 2, recall: 0.8915, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.4729,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9507, f_measure: 0.8953, kappa: 0.8042, kb_relative_information_score: 851147.0497, mean_absolute_error: 0.0696, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8959, predictive_accuracy: 0.8964, prior_entropy: 2, recall: 0.8964, relative_absolute_error: 0.1855, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2022, root_relative_squared_error: 0.4669,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.8889, kappa: 0.7915, kb_relative_information_score: 853444.2507, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8919, predictive_accuracy: 0.8901, prior_entropy: 2, recall: 0.8901, relative_absolute_error: 0.178, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.4721,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.8961, kappa: 0.8055, kb_relative_information_score: 861870.1249, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8971, predictive_accuracy: 0.8964, prior_entropy: 2, recall: 0.8964, relative_absolute_error: 0.1671, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.4793,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8742, kappa: 0.7626, kb_relative_information_score: 868067.037, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8825, predictive_accuracy: 0.8747, prior_entropy: 2, recall: 0.8747, relative_absolute_error: 0.1573, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.4936,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9026, kappa: 0.8181, kb_relative_information_score: 882743.8918, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1295, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5089,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9026, kappa: 0.8182, kb_relative_information_score: 882823.5881, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9029, predictive_accuracy: 0.903, prior_entropy: 2, recall: 0.903, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5087,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9026, kappa: 0.8182, kb_relative_information_score: 882809.0978, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9029, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5087,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9026, kappa: 0.8182, kb_relative_information_score: 882845.3234, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9029, predictive_accuracy: 0.903, prior_entropy: 2, recall: 0.903, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5086,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9061, f_measure: 0.9001, kappa: 0.8135, kb_relative_information_score: 879921.9205, mean_absolute_error: 0.0497, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9003, predictive_accuracy: 0.9006, prior_entropy: 2, recall: 0.9006, relative_absolute_error: 0.1326, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.223, root_relative_squared_error: 0.515,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, f_measure: 0.8746, kappa: 0.7658, kb_relative_information_score: 849752.0645, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8745, predictive_accuracy: 0.8756, prior_entropy: 2, recall: 0.8756, relative_absolute_error: 0.1659, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2494, root_relative_squared_error: 0.576,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9026, kappa: 0.8182, kb_relative_information_score: 882801.8527, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.5087,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9084, f_measure: 0.9024, kappa: 0.8178, kb_relative_information_score: 882533.7836, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5093,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9025, kappa: 0.818, kb_relative_information_score: 882661.7805, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9028, prior_entropy: 2, recall: 0.9028, relative_absolute_error: 0.1296, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.509,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9025, kappa: 0.818, kb_relative_information_score: 882712.4963, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1295, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.5089,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.8849, kappa: 0.792, kb_relative_information_score: 809696.7522, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8848, predictive_accuracy: 0.8902, prior_entropy: 2, recall: 0.8902, relative_absolute_error: 0.2526, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.4747,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.8865, kappa: 0.7958, kb_relative_information_score: 810197.9273, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8861, predictive_accuracy: 0.8922, prior_entropy: 2, recall: 0.8922, relative_absolute_error: 0.2528, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.4709,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.8881, kappa: 0.7987, kb_relative_information_score: 809369.1953, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.888, predictive_accuracy: 0.8938, prior_entropy: 2, recall: 0.8938, relative_absolute_error: 0.2552, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.4683,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.8889, kappa: 0.8003, kb_relative_information_score: 807566.775, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.889, predictive_accuracy: 0.8946, prior_entropy: 2, recall: 0.8946, relative_absolute_error: 0.2586, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.4678,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, f_measure: 0.8676, kappa: 0.7527, kb_relative_information_score: 812658.9064, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8712, predictive_accuracy: 0.8663, prior_entropy: 2, recall: 0.8663, relative_absolute_error: 0.2325, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2227, root_relative_squared_error: 0.5142,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9026, kappa: 0.8183, kb_relative_information_score: 882853.776, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9029, predictive_accuracy: 0.903, prior_entropy: 2, recall: 0.903, relative_absolute_error: 0.1294, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2202, root_relative_squared_error: 0.5086,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8988, f_measure: 0.8924, kappa: 0.799, kb_relative_information_score: 870689.2321, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8925, predictive_accuracy: 0.8929, prior_entropy: 2, recall: 0.8929, relative_absolute_error: 0.1428, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.5344,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8673, f_measure: 0.8577, kappa: 0.7339, kb_relative_information_score: 828508.1872, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8587, predictive_accuracy: 0.858, prior_entropy: 2, recall: 0.858, relative_absolute_error: 0.1894, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.6154,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9025, kappa: 0.818, kb_relative_information_score: 882700.4211, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1295, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.509,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.8849, kappa: 0.784, kb_relative_information_score: 799582.5717, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8892, predictive_accuracy: 0.8868, prior_entropy: 2, recall: 0.8868, relative_absolute_error: 0.2646, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5092,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, f_measure: 0.8886, kappa: 0.7917, kb_relative_information_score: 819318.374, mean_absolute_error: 0.0885, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8922, predictive_accuracy: 0.8904, prior_entropy: 2, recall: 0.8904, relative_absolute_error: 0.2361, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.4876,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9473, f_measure: 0.9013, kappa: 0.8159, kb_relative_information_score: 853891.4082, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9018, predictive_accuracy: 0.9021, prior_entropy: 2, recall: 0.9021, relative_absolute_error: 0.1776, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.4712,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.8972, kappa: 0.8081, kb_relative_information_score: 862605.5194, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8978, predictive_accuracy: 0.8979, prior_entropy: 2, recall: 0.8979, relative_absolute_error: 0.1663, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.4783,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.9024, kappa: 0.8178, kb_relative_information_score: 868643.2892, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1567, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.4926,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9024, kappa: 0.8178, kb_relative_information_score: 882504.8031, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.5094,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.8849, kappa: 0.784, kb_relative_information_score: 799582.5717, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8892, predictive_accuracy: 0.8868, prior_entropy: 2, recall: 0.8868, relative_absolute_error: 0.2646, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5092,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.8893, kappa: 0.7924, kb_relative_information_score: 852862.0777, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8924, predictive_accuracy: 0.8905, prior_entropy: 2, recall: 0.8905, relative_absolute_error: 0.1786, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.4724,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9376, f_measure: 0.8963, kappa: 0.8059, kb_relative_information_score: 862024.1838, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8974, predictive_accuracy: 0.8966, prior_entropy: 2, recall: 0.8966, relative_absolute_error: 0.1669, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.4792,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8741, kappa: 0.7623, kb_relative_information_score: 867968.6152, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8824, predictive_accuracy: 0.8745, prior_entropy: 2, recall: 0.8745, relative_absolute_error: 0.1574, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2138, root_relative_squared_error: 0.4938,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9024, kappa: 0.8179, kb_relative_information_score: 882531.3685, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5093,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9063, f_measure: 0.9001, kappa: 0.8135, kb_relative_information_score: 879842.2243, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9003, predictive_accuracy: 0.9005, prior_entropy: 2, recall: 0.9005, relative_absolute_error: 0.1327, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.5151,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8874, f_measure: 0.8803, kappa: 0.7763, kb_relative_information_score: 856448.9635, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8803, predictive_accuracy: 0.8811, prior_entropy: 2, recall: 0.8811, relative_absolute_error: 0.1585, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2438, root_relative_squared_error: 0.563,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9024, kappa: 0.8179, kb_relative_information_score: 882539.8211, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5093,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8993, f_measure: 0.8928, kappa: 0.7997, kb_relative_information_score: 871109.4487, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8929, predictive_accuracy: 0.8933, prior_entropy: 2, recall: 0.8933, relative_absolute_error: 0.1423, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.231, root_relative_squared_error: 0.5335,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.8628, kappa: 0.7434, kb_relative_information_score: 834469.7072, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8639, predictive_accuracy: 0.8629, prior_entropy: 2, recall: 0.8629, relative_absolute_error: 0.1828, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2618, root_relative_squared_error: 0.6046,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6188, f_measure: 0.5053, kappa: 0.1736, kb_relative_information_score: 299649.9929, mean_absolute_error: 0.29, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6562, predictive_accuracy: 0.42, prior_entropy: 2, recall: 0.42, relative_absolute_error: 0.7733, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5385, root_relative_squared_error: 1.2436,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9023, kappa: 0.8176, kb_relative_information_score: 882367.146, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9026, prior_entropy: 2, recall: 0.9026, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.5097,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9023, kappa: 0.8177, kb_relative_information_score: 882403.3715, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9026, prior_entropy: 2, recall: 0.9026, relative_absolute_error: 0.1298, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.5096,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9023, kappa: 0.8176, kb_relative_information_score: 882388.8813, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9026, prior_entropy: 2, recall: 0.9026, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.5096,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9023, kappa: 0.8176, kb_relative_information_score: 882381.6362, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9026, prior_entropy: 2, recall: 0.9026, relative_absolute_error: 0.1299, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2207, root_relative_squared_error: 0.5097,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.9024, kappa: 0.8177, kb_relative_information_score: 882443.2196, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9026, predictive_accuracy: 0.9026, prior_entropy: 2, recall: 0.9026, relative_absolute_error: 0.1298, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.5095,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9024, kappa: 0.8178, kb_relative_information_score: 882510.8407, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.5094,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9024, kappa: 0.8178, kb_relative_information_score: 882507.2181, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.5094,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9024, kappa: 0.8178, kb_relative_information_score: 882504.8031, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.5094,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9075, kappa: 0.8274, kb_relative_information_score: 856855.4142, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9076, predictive_accuracy: 0.9079, prior_entropy: 2, recall: 0.9079, relative_absolute_error: 0.1858, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4279,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.9082, kappa: 0.8286, kb_relative_information_score: 857600.1706, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9086, prior_entropy: 2, recall: 0.9086, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4269,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.976, f_measure: 0.9153, kappa: 0.8419, kb_relative_information_score: 862946.3917, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9154, predictive_accuracy: 0.9159, prior_entropy: 2, recall: 0.9159, relative_absolute_error: 0.1806, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.4098,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.9156, kappa: 0.8425, kb_relative_information_score: 863512.436, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9158, predictive_accuracy: 0.9162, prior_entropy: 2, recall: 0.9162, relative_absolute_error: 0.1799, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.4089,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9083, kappa: 0.8288, kb_relative_information_score: 857729.2583, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9084, predictive_accuracy: 0.9086, prior_entropy: 2, recall: 0.9086, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.4254,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, f_measure: 0.9084, kappa: 0.8291, kb_relative_information_score: 857564.9017, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9086, predictive_accuracy: 0.9088, prior_entropy: 2, recall: 0.9088, relative_absolute_error: 0.1853, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.4252,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.916, kappa: 0.8433, kb_relative_information_score: 863293.5, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9162, predictive_accuracy: 0.9166, prior_entropy: 2, recall: 0.9166, relative_absolute_error: 0.1805, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.4079,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.9161, kappa: 0.8435, kb_relative_information_score: 863295.4381, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9163, predictive_accuracy: 0.9167, prior_entropy: 2, recall: 0.9167, relative_absolute_error: 0.1805, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.4076,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7882, f_measure: 0.7113, kappa: 0.4784, kb_relative_information_score: 584876.3047, mean_absolute_error: 0.1955, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7055, predictive_accuracy: 0.7263, prior_entropy: 2, recall: 0.7263, relative_absolute_error: 0.5214, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3126, root_relative_squared_error: 0.722,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.896, kappa: 0.8059, kb_relative_information_score: 840295.0561, mean_absolute_error: 0.0776, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.896, predictive_accuracy: 0.8967, prior_entropy: 2, recall: 0.8967, relative_absolute_error: 0.2069, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.4524,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.8918, kappa: 0.7978, kb_relative_information_score: 463304.5785, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8919, predictive_accuracy: 0.8927, prior_entropy: 2, recall: 0.8927, relative_absolute_error: 0.6956, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.7491,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.8927, kappa: 0.7991, kb_relative_information_score: 809400.6562, mean_absolute_error: 0.097, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8932, predictive_accuracy: 0.8936, prior_entropy: 2, recall: 0.8936, relative_absolute_error: 0.2585, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.4661,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.8846, kappa: 0.7913, kb_relative_information_score: 809505.4617, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8844, predictive_accuracy: 0.8898, prior_entropy: 2, recall: 0.8898, relative_absolute_error: 0.2528, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2058, root_relative_squared_error: 0.4753,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7539, f_measure: 0.7112, kappa: 0.4779, kb_relative_information_score: 568399.1114, mean_absolute_error: 0.2011, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.706, predictive_accuracy: 0.7258, prior_entropy: 2, recall: 0.7258, relative_absolute_error: 0.5363, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.7391,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8467, kappa: 0.7165, kb_relative_information_score: 742339.2523, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8493, predictive_accuracy: 0.8512, prior_entropy: 2, recall: 0.8512, relative_absolute_error: 0.3391, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.236, root_relative_squared_error: 0.5451,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7523, f_measure: 0.7086, kappa: 0.4721, kb_relative_information_score: 668352.8942, mean_absolute_error: 0.1383, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7061, predictive_accuracy: 0.7233, prior_entropy: 2, recall: 0.7233, relative_absolute_error: 0.3689, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.845,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.9025, kappa: 0.8179, kb_relative_information_score: 856925.5837, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1816, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4478,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448761.6532, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2954, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5043, f_measure: 0.384, kappa: 0.0056, kb_relative_information_score: 448645.6316, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.297, predictive_accuracy: 0.5434, prior_entropy: 2, recall: 0.5434, relative_absolute_error: 0.6088, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4777, root_relative_squared_error: 1.1033,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3828, kappa: 0, kb_relative_information_score: 448764.0682, mean_absolute_error: 0.2283, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.3064, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4778, root_relative_squared_error: 1.1033,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.486, f_measure: 0.3834, kappa: 0.0011, kb_relative_information_score: 444376.1781, mean_absolute_error: 0.2315, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.31, predictive_accuracy: 0.5438, prior_entropy: 2, recall: 0.5438, relative_absolute_error: 0.6174, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.473, root_relative_squared_error: 1.0923,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.8522, kappa: 0.7307, kb_relative_information_score: 785009.0994, mean_absolute_error: 0.1054, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8642, predictive_accuracy: 0.8611, prior_entropy: 2, recall: 0.8611, relative_absolute_error: 0.2811, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5214,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8456, f_measure: 0.8289, kappa: 0.6807, kb_relative_information_score: 797055.365, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8302, predictive_accuracy: 0.8326, prior_entropy: 2, recall: 0.8326, relative_absolute_error: 0.2273, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2853, root_relative_squared_error: 0.6589,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.8596, kappa: 0.7436, kb_relative_information_score: 794961.6617, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8705, predictive_accuracy: 0.8674, prior_entropy: 2, recall: 0.8674, relative_absolute_error: 0.2678, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.221, root_relative_squared_error: 0.5104,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9027, kappa: 0.8183, kb_relative_information_score: 855877.8846, mean_absolute_error: 0.0688, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9029, predictive_accuracy: 0.9029, prior_entropy: 2, recall: 0.9029, relative_absolute_error: 0.1834, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.194, root_relative_squared_error: 0.4481,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.8373, kappa: 0.6973, kb_relative_information_score: 806844.3912, mean_absolute_error: 0.0821, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8372, predictive_accuracy: 0.8394, prior_entropy: 2, recall: 0.8394, relative_absolute_error: 0.219, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2713, root_relative_squared_error: 0.6266,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.3829, kappa: 0, kb_relative_information_score: 441638.7296, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4833, predictive_accuracy: 0.5435, prior_entropy: 2, recall: 0.5435, relative_absolute_error: 0.7141, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3659, root_relative_squared_error: 0.8451,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, f_measure: 0.4637, kappa: -0.0012, kb_relative_information_score: 352460.8254, mean_absolute_error: 0.2681, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4637, predictive_accuracy: 0.4637, prior_entropy: 2, recall: 0.4637, relative_absolute_error: 0.715, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5178, root_relative_squared_error: 1.1958,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.837, kappa: 0.6964, kb_relative_information_score: 754081.2344, mean_absolute_error: 0.1176, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8371, predictive_accuracy: 0.8393, prior_entropy: 2, recall: 0.8393, relative_absolute_error: 0.3135, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.5652,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.9031, kappa: 0.819, kb_relative_information_score: 857427.7615, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9033, predictive_accuracy: 0.9034, prior_entropy: 2, recall: 0.9034, relative_absolute_error: 0.1811, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.4463,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.9025, kappa: 0.8179, kb_relative_information_score: 856925.5837, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9028, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1816, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4478,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8161, f_measure: 0.6913, kappa: 0.4346, kb_relative_information_score: 591389.9565, mean_absolute_error: 0.1911, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.7105, predictive_accuracy: 0.7014, prior_entropy: 2, recall: 0.7014, relative_absolute_error: 0.5096, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3079, root_relative_squared_error: 0.7111,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.8638, kappa: 0.7445, kb_relative_information_score: 813008.8475, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8699, predictive_accuracy: 0.8611, prior_entropy: 2, recall: 0.8611, relative_absolute_error: 0.2285, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.5313,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9024, kappa: 0.8179, kb_relative_information_score: 882539.8211, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9027, predictive_accuracy: 0.9027, prior_entropy: 2, recall: 0.9027, relative_absolute_error: 0.1297, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5093,

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(lymph) (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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