Task
Supervised Data Stream Classification on BNG(page-blocks)

Supervised Data Stream Classification on BNG(page-blocks)

Task 2155 Supervised Data Stream Classification BNG(page-blocks) 286 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(page-blocks)
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/4642937/Run_1847144_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(page-blocks)
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/4642812/Run_1847086_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(page-blocks)
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/4642697/Run_1847029_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(page-blocks)
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/4642588/Run_1846975_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(page-blocks)
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/4642454/Run_1846908_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(page-blocks)
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/4642310/Run_1846836_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(page-blocks)
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/4642157/Run_1846760_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(page-blocks)
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/4642003/Run_1846683_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(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6065, f_measure: 0.8562, kappa: 0.0486, kb_relative_information_score: 244432.566, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8553, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.2354, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.4915,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6362, f_measure: 0.8552, kappa: 0.0412, kb_relative_information_score: 254557.7663, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8557, predictive_accuracy: 0.9, prior_entropy: 2.3219, recall: 0.9, relative_absolute_error: 0.1718, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1917, 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(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6091, f_measure: 0.8528, kappa: 0.0221, kb_relative_information_score: 257412.7649, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8539, predictive_accuracy: 0.8991, prior_entropy: 2.3219, recall: 0.8991, relative_absolute_error: 0.1526, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.4869,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5612, f_measure: 0.8527, kappa: 0.0216, kb_relative_information_score: 259688.696, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8534, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.1374, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.4939,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5403, f_measure: 0.8562, kappa: 0.049, kb_relative_information_score: 261827.5855, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.856, predictive_accuracy: 0.9003, prior_entropy: 2.3219, recall: 0.9003, relative_absolute_error: 0.1251, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.4939,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5393, f_measure: 0.8562, kappa: 0.0486, kb_relative_information_score: 262126.0858, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8555, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4924,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5369, f_measure: 0.8624, kappa: 0.1012, kb_relative_information_score: 262391.5184, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8705, predictive_accuracy: 0.9022, prior_entropy: 2.3219, recall: 0.9022, relative_absolute_error: 0.1233, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1967, root_relative_squared_error: 0.4917,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5297, f_measure: 0.8624, kappa: 0.1012, kb_relative_information_score: 262362.0166, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8704, predictive_accuracy: 0.9022, prior_entropy: 2.3219, recall: 0.9022, relative_absolute_error: 0.1223, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.4945,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6065, f_measure: 0.8562, kappa: 0.0486, kb_relative_information_score: 244432.566, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8553, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.2354, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.4915,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6087, f_measure: 0.8527, kappa: 0.0213, kb_relative_information_score: 257081.0172, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8544, predictive_accuracy: 0.8991, prior_entropy: 2.3219, recall: 0.8991, relative_absolute_error: 0.1545, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.4873,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.56, f_measure: 0.8527, kappa: 0.0215, kb_relative_information_score: 259563.2791, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8537, predictive_accuracy: 0.8991, prior_entropy: 2.3219, recall: 0.8991, relative_absolute_error: 0.1381, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.4942,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5403, f_measure: 0.8512, kappa: 0.0095, kb_relative_information_score: 261824.9332, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8554, predictive_accuracy: 0.8986, prior_entropy: 2.3219, recall: 0.8986, relative_absolute_error: 0.1251, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1976, root_relative_squared_error: 0.4939,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5393, f_measure: 0.8561, kappa: 0.0484, kb_relative_information_score: 262124.5106, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8555, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4925,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5369, f_measure: 0.8552, kappa: 0.0409, kb_relative_information_score: 262390.9327, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8556, predictive_accuracy: 0.8999, prior_entropy: 2.3219, recall: 0.8999, relative_absolute_error: 0.1233, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1967, root_relative_squared_error: 0.4917,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5296, f_measure: 0.862, kappa: 0.1003, kb_relative_information_score: 262061.4139, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.855, predictive_accuracy: 0.9013, prior_entropy: 2.3219, recall: 0.9013, relative_absolute_error: 0.1234, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.4968,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5297, f_measure: 0.8625, kappa: 0.1015, kb_relative_information_score: 262366.5712, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8711, predictive_accuracy: 0.9022, prior_entropy: 2.3219, recall: 0.9022, relative_absolute_error: 0.1223, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.4945,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5297, f_measure: 0.8624, kappa: 0.1012, kb_relative_information_score: 262363.1553, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8704, predictive_accuracy: 0.9022, prior_entropy: 2.3219, recall: 0.9022, relative_absolute_error: 0.1223, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.4945,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5309, f_measure: 0.8629, kappa: 0.105, kb_relative_information_score: 262454.247, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.86, predictive_accuracy: 0.9025, prior_entropy: 2.3219, recall: 0.9025, relative_absolute_error: 0.1219, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1975, 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(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5253, f_measure: 0.8607, kappa: 0.0868, kb_relative_information_score: 262118.3462, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8636, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.1232, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4963,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5326, f_measure: 0.8574, kappa: 0.0982, kb_relative_information_score: 258402.9414, mean_absolute_error: 0.0438, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8423, predictive_accuracy: 0.8904, prior_entropy: 2.3219, recall: 0.8904, relative_absolute_error: 0.137, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.5234,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5297, f_measure: 0.8624, kappa: 0.1012, kb_relative_information_score: 262362.0166, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8704, predictive_accuracy: 0.9022, prior_entropy: 2.3219, recall: 0.9022, relative_absolute_error: 0.1223, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.4945,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5285, f_measure: 0.8616, kappa: 0.0965, kb_relative_information_score: 262001.0656, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8549, predictive_accuracy: 0.9011, prior_entropy: 2.3219, recall: 0.9011, relative_absolute_error: 0.1236, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.4972,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5286, f_measure: 0.862, kappa: 0.0977, kb_relative_information_score: 262313.0548, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.864, predictive_accuracy: 0.902, prior_entropy: 2.3219, recall: 0.902, relative_absolute_error: 0.1224, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1979, root_relative_squared_error: 0.4949,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5285, f_measure: 0.862, kappa: 0.0974, kb_relative_information_score: 262309.6389, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8638, predictive_accuracy: 0.902, prior_entropy: 2.3219, recall: 0.902, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.198, root_relative_squared_error: 0.4949,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8833, f_measure: 0.9029, kappa: 0.4444, kb_relative_information_score: 262251.3417, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9002, predictive_accuracy: 0.9244, prior_entropy: 2.3219, recall: 0.9244, relative_absolute_error: 0.1503, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.3898,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8946, f_measure: 0.9025, kappa: 0.4396, kb_relative_information_score: 262147.4868, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8986, predictive_accuracy: 0.9247, prior_entropy: 2.3219, recall: 0.9247, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1548, root_relative_squared_error: 0.3871,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, f_measure: 0.9023, kappa: 0.438, kb_relative_information_score: 262072.7471, mean_absolute_error: 0.0487, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8989, predictive_accuracy: 0.9248, prior_entropy: 2.3219, recall: 0.9248, relative_absolute_error: 0.1522, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1542, root_relative_squared_error: 0.3855,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.9021, kappa: 0.4371, kb_relative_information_score: 262004.2635, mean_absolute_error: 0.0489, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8981, predictive_accuracy: 0.9248, prior_entropy: 2.3219, recall: 0.9248, relative_absolute_error: 0.1527, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.154, root_relative_squared_error: 0.3849,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6589, f_measure: 0.731, kappa: 0.1179, kb_relative_information_score: 170689.8757, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8562, predictive_accuracy: 0.6469, prior_entropy: 2.3219, recall: 0.6469, relative_absolute_error: 0.5036, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3368, root_relative_squared_error: 0.842,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.531, f_measure: 0.863, kappa: 0.1055, kb_relative_information_score: 262458.8016, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9025, prior_entropy: 2.3219, recall: 0.9025, relative_absolute_error: 0.1219, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.4938,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5245, f_measure: 0.8595, kappa: 0.0822, kb_relative_information_score: 261580.9049, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.855, predictive_accuracy: 0.8999, prior_entropy: 2.3219, recall: 0.8999, relative_absolute_error: 0.1252, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2001, root_relative_squared_error: 0.5003,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5566, f_measure: 0.8419, kappa: 0.1184, kb_relative_information_score: 244816.6068, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.837, predictive_accuracy: 0.85, prior_entropy: 2.3219, recall: 0.85, relative_absolute_error: 0.1875, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.245, root_relative_squared_error: 0.6124,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5285, f_measure: 0.862, kappa: 0.0973, kb_relative_information_score: 262310.7775, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.864, predictive_accuracy: 0.902, prior_entropy: 2.3219, recall: 0.902, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.198, root_relative_squared_error: 0.4949,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6104, f_measure: 0.8634, kappa: 0.1185, kb_relative_information_score: 236432.3176, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8473, predictive_accuracy: 0.9007, prior_entropy: 2.3219, recall: 0.9007, relative_absolute_error: 0.2785, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.5167,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6406, f_measure: 0.8636, kappa: 0.1101, kb_relative_information_score: 251307.7804, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8786, predictive_accuracy: 0.9029, prior_entropy: 2.3219, recall: 0.9029, relative_absolute_error: 0.1927, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.193, root_relative_squared_error: 0.4825,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6154, f_measure: 0.8575, kappa: 0.0595, kb_relative_information_score: 255461.5155, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.871, predictive_accuracy: 0.9006, prior_entropy: 2.3219, recall: 0.9006, relative_absolute_error: 0.1656, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5723, f_measure: 0.8574, kappa: 0.0593, kb_relative_information_score: 259001.4059, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8655, predictive_accuracy: 0.9005, prior_entropy: 2.3219, recall: 0.9005, relative_absolute_error: 0.144, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.4945,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5515, f_measure: 0.8675, kappa: 0.1454, kb_relative_information_score: 262786.5698, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.487,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.8675, kappa: 0.1453, kb_relative_information_score: 262916.5377, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6104, f_measure: 0.8634, kappa: 0.1185, kb_relative_information_score: 236432.3176, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8473, predictive_accuracy: 0.9007, prior_entropy: 2.3219, recall: 0.9007, relative_absolute_error: 0.2785, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.5167,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6142, f_measure: 0.8563, kappa: 0.0502, kb_relative_information_score: 255073.796, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8757, predictive_accuracy: 0.9003, prior_entropy: 2.3219, recall: 0.9003, relative_absolute_error: 0.168, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.4921,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5705, f_measure: 0.8572, kappa: 0.0575, kb_relative_information_score: 258794.9418, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8542, predictive_accuracy: 0.9005, prior_entropy: 2.3219, recall: 0.9005, relative_absolute_error: 0.145, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.4957,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5515, f_measure: 0.8557, kappa: 0.0443, kb_relative_information_score: 262784.5252, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8573, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.487,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5455, f_measure: 0.8678, kappa: 0.148, kb_relative_information_score: 262967.7768, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8663, predictive_accuracy: 0.904, prior_entropy: 2.3219, recall: 0.904, relative_absolute_error: 0.12, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4899,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5386, f_measure: 0.8654, kappa: 0.1273, kb_relative_information_score: 262644.4011, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8644, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4924,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5428, f_measure: 0.8609, kappa: 0.1263, kb_relative_information_score: 258948.3533, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8475, predictive_accuracy: 0.892, prior_entropy: 2.3219, recall: 0.892, relative_absolute_error: 0.135, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.5195,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.546, f_measure: 0.868, kappa: 0.1495, kb_relative_information_score: 262990.5497, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8663, predictive_accuracy: 0.9041, prior_entropy: 2.3219, recall: 0.9041, relative_absolute_error: 0.1199, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.4898,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5329, f_measure: 0.8626, kappa: 0.1083, kb_relative_information_score: 261931.6081, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8582, predictive_accuracy: 0.9009, prior_entropy: 2.3219, recall: 0.9009, relative_absolute_error: 0.1239, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4977,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5571, f_measure: 0.8424, kappa: 0.1197, kb_relative_information_score: 245027.2565, mean_absolute_error: 0.0598, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8372, predictive_accuracy: 0.8506, prior_entropy: 2.3219, recall: 0.8506, relative_absolute_error: 0.1867, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2444, root_relative_squared_error: 0.6111,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5319, f_measure: 0.8515, kappa: 0.086, kb_relative_information_score: 254899.325, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8301, predictive_accuracy: 0.88, prior_entropy: 2.3219, recall: 0.88, relative_absolute_error: 0.15, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.5478,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5431, f_measure: 0.8666, kappa: 0.14, kb_relative_information_score: 262540.7842, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8607, predictive_accuracy: 0.9027, prior_entropy: 2.3219, recall: 0.9027, relative_absolute_error: 0.1216, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4932,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5423, f_measure: 0.8667, kappa: 0.1389, kb_relative_information_score: 262816.3367, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8648, predictive_accuracy: 0.9035, prior_entropy: 2.3219, recall: 0.9035, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4911,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.8668, kappa: 0.1392, kb_relative_information_score: 262828.8619, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8655, predictive_accuracy: 0.9036, prior_entropy: 2.3219, recall: 0.9036, relative_absolute_error: 0.1205, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.491,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.8668, kappa: 0.1393, kb_relative_information_score: 262833.4165, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8655, predictive_accuracy: 0.9036, prior_entropy: 2.3219, recall: 0.9036, relative_absolute_error: 0.1205, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4909,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.8671, kappa: 0.1444, kb_relative_information_score: 262596.5779, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8609, predictive_accuracy: 0.9029, prior_entropy: 2.3219, recall: 0.9029, relative_absolute_error: 0.1214, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4927,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5448, f_measure: 0.8676, kappa: 0.146, kb_relative_information_score: 262922.2309, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9039, prior_entropy: 2.3219, recall: 0.9039, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.8675, kappa: 0.1455, kb_relative_information_score: 262922.2309, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9039, prior_entropy: 2.3219, recall: 0.9039, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.8675, kappa: 0.1453, kb_relative_information_score: 262916.5377, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, f_measure: 0.8668, kappa: 0.1357, kb_relative_information_score: 249161.6755, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8602, predictive_accuracy: 0.9044, prior_entropy: 2.3219, recall: 0.9044, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4486,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.826, f_measure: 0.8648, kappa: 0.1198, kb_relative_information_score: 249414.9939, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.885, predictive_accuracy: 0.9034, prior_entropy: 2.3219, recall: 0.9034, relative_absolute_error: 0.211, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.4456,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.8836, kappa: 0.2753, kb_relative_information_score: 255481.6209, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.897, predictive_accuracy: 0.9132, prior_entropy: 2.3219, recall: 0.9132, relative_absolute_error: 0.1825, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.4103,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.8831, kappa: 0.2711, kb_relative_information_score: 255050.5158, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8855, predictive_accuracy: 0.9132, prior_entropy: 2.3219, recall: 0.9132, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.4131,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8134, f_measure: 0.8642, kappa: 0.1149, kb_relative_information_score: 248900.5983, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8637, predictive_accuracy: 0.9032, prior_entropy: 2.3219, recall: 0.9032, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.449,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8182, f_measure: 0.8636, kappa: 0.1094, kb_relative_information_score: 248895.336, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8579, predictive_accuracy: 0.9029, prior_entropy: 2.3219, recall: 0.9029, relative_absolute_error: 0.2129, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4486,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8843, kappa: 0.2818, kb_relative_information_score: 255447.3622, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8922, predictive_accuracy: 0.9139, prior_entropy: 2.3219, recall: 0.9139, relative_absolute_error: 0.1831, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.4101,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9037, f_measure: 0.8841, kappa: 0.2796, kb_relative_information_score: 255429.2185, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8903, predictive_accuracy: 0.9137, prior_entropy: 2.3219, recall: 0.9137, relative_absolute_error: 0.1831, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.4104,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5521, f_measure: 0.8508, kappa: 0.033, kb_relative_information_score: 243260.595, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8206, predictive_accuracy: 0.891, prior_entropy: 2.3219, recall: 0.891, relative_absolute_error: 0.2388, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.198, root_relative_squared_error: 0.4949,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7477, f_measure: 0.8577, kappa: 0.0664, kb_relative_information_score: 248548.006, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8605, predictive_accuracy: 0.8992, prior_entropy: 2.3219, recall: 0.8992, relative_absolute_error: 0.2126, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.464,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4816, f_measure: 0.85, kb_relative_information_score: 118693.8782, mean_absolute_error: 0.246, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.7687, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.8156,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.8966, kappa: 0.3966, kb_relative_information_score: 259176.064, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8969, predictive_accuracy: 0.9212, prior_entropy: 2.3219, recall: 0.9212, relative_absolute_error: 0.1673, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.4029,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.903, kappa: 0.4456, kb_relative_information_score: 262253.0237, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9009, predictive_accuracy: 0.9242, prior_entropy: 2.3219, recall: 0.9242, relative_absolute_error: 0.1503, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.3902,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7191, f_measure: 0.85, kb_relative_information_score: 248078.518, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.4653,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8406, f_measure: 0.894, kappa: 0.3713, kb_relative_information_score: 257688.5641, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8804, predictive_accuracy: 0.9197, prior_entropy: 2.3219, recall: 0.9197, relative_absolute_error: 0.1745, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1644, root_relative_squared_error: 0.4111,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5306, f_measure: 0.8527, kappa: 0.0591, kb_relative_information_score: 258560.5094, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8285, predictive_accuracy: 0.8895, prior_entropy: 2.3219, recall: 0.8895, relative_absolute_error: 0.1366, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.5168,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7501, f_measure: 0.866, kappa: 0.1342, kb_relative_information_score: 248432.5697, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8625, predictive_accuracy: 0.9028, prior_entropy: 2.3219, recall: 0.9028, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4945, f_measure: 0.7931, kappa: -0.0138, kb_relative_information_score: 221229.5366, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8084, predictive_accuracy: 0.7798, prior_entropy: 2.3219, recall: 0.7798, relative_absolute_error: 0.2752, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.7419,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4958, f_measure: 0.7905, kappa: -0.0117, kb_relative_information_score: 219522.7308, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8087, predictive_accuracy: 0.7748, prior_entropy: 2.3219, recall: 0.7748, relative_absolute_error: 0.2816, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3002, root_relative_squared_error: 0.7504,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5372, f_measure: 0.8291, kappa: 0.0586, kb_relative_information_score: 241273.1377, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8193, predictive_accuracy: 0.8395, prior_entropy: 2.3219, recall: 0.8395, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.6335,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5397, f_measure: 0.8294, kappa: 0.0585, kb_relative_information_score: 241506.7077, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8193, predictive_accuracy: 0.8401, prior_entropy: 2.3219, recall: 0.8401, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.6315,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7241, f_measure: 0.8596, kappa: 0.078, kb_relative_information_score: 255076.6347, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.861, predictive_accuracy: 0.9012, prior_entropy: 2.3219, recall: 0.9012, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.466,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6011, f_measure: 0.8608, kappa: 0.2144, kb_relative_information_score: 252240.5845, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8511, predictive_accuracy: 0.8721, prior_entropy: 2.3219, recall: 0.8721, relative_absolute_error: 0.1599, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.5655,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7385, f_measure: 0.8624, kappa: 0.1002, kb_relative_information_score: 255660.8816, mean_absolute_error: 0.0539, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8729, predictive_accuracy: 0.9022, prior_entropy: 2.3219, recall: 0.9022, relative_absolute_error: 0.1685, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.4613,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7607, f_measure: 0.8605, kappa: 0.0846, kb_relative_information_score: 248970.5897, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8544, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.456, f_measure: 0.5603, kappa: -0.0128, kb_relative_information_score: 62625.1933, mean_absolute_error: 0.2949, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8015, predictive_accuracy: 0.4527, prior_entropy: 2.3219, recall: 0.4527, relative_absolute_error: 0.9215, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4967, root_relative_squared_error: 1.2416,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.85, kb_relative_information_score: 244127.3691, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.4861,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.8107, kappa: -0.0012, kb_relative_information_score: 231613.9962, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8107, predictive_accuracy: 0.8107, prior_entropy: 2.3219, recall: 0.8107, relative_absolute_error: 0.2366, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2752, root_relative_squared_error: 0.6879,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7023, f_measure: 0.8541, kappa: 0.0345, kb_relative_information_score: 245410.8476, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.851, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.2271, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.19, root_relative_squared_error: 0.475,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7589, f_measure: 0.8665, kappa: 0.1385, kb_relative_information_score: 248392.7153, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8639, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4623,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7501, f_measure: 0.866, kappa: 0.1342, kb_relative_information_score: 248432.5697, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8625, predictive_accuracy: 0.9028, prior_entropy: 2.3219, recall: 0.9028, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8017, f_measure: 0.85, kappa: 0.0001, kb_relative_information_score: 249922.3689, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8186, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.2002, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4622,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7434, f_measure: 0.8203, kappa: 0.1877, kb_relative_information_score: 218405.1148, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8559, predictive_accuracy: 0.79, prior_entropy: 2.3219, recall: 0.79, relative_absolute_error: 0.311, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.6592,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5459, f_measure: 0.868, kappa: 0.1494, kb_relative_information_score: 262988.2724, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8663, predictive_accuracy: 0.904, prior_entropy: 2.3219, recall: 0.904, relative_absolute_error: 0.1199, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1959, root_relative_squared_error: 0.4898,

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(page-blocks) (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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