Task
Supervised Data Stream Classification on BNG(letter)

Supervised Data Stream Classification on BNG(letter)

Task 2130 Supervised Data Stream Classification BNG(letter) 295 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(letter)
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/4642949/Run_1847150_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(letter)
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/4642818/Run_1847089_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(letter)
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/4642715/Run_1847038_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(letter)
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/4642636/Run_1846999_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(letter)
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/4642470/Run_1846916_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(letter)
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/4642314/Run_1846838_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(letter)
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/4642214/Run_1846788_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(letter)
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/4641934/Run_1846649_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(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.4514, kappa: 0.426, kb_relative_information_score: 452442.4214, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5105, predictive_accuracy: 0.4481, prior_entropy: 4.7004, recall: 0.4481, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.8899,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8158, f_measure: 0.496, kappa: 0.4819, kb_relative_information_score: 524087.7939, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5016, predictive_accuracy: 0.5019, prior_entropy: 4.7004, recall: 0.5019, relative_absolute_error: 0.6465, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1647, root_relative_squared_error: 0.8565,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8158, f_measure: 0.496, kappa: 0.4819, kb_relative_information_score: 528101.0981, mean_absolute_error: 0.0472, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5015, predictive_accuracy: 0.5018, prior_entropy: 4.7004, recall: 0.5018, relative_absolute_error: 0.6387, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1651, root_relative_squared_error: 0.8586,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8158, f_measure: 0.4961, kappa: 0.482, kb_relative_information_score: 533125.2681, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5015, predictive_accuracy: 0.502, prior_entropy: 4.7004, recall: 0.502, relative_absolute_error: 0.6289, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.8613,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.811, f_measure: 0.4965, kappa: 0.4821, kb_relative_information_score: 540713.4527, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5017, predictive_accuracy: 0.5021, prior_entropy: 4.7004, recall: 0.5021, relative_absolute_error: 0.605, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.8712,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7991, f_measure: 0.5023, kappa: 0.4865, kb_relative_information_score: 543322.7603, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.506, predictive_accuracy: 0.5063, prior_entropy: 4.7004, recall: 0.5063, relative_absolute_error: 0.5732, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1712, root_relative_squared_error: 0.89,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7803, f_measure: 0.5189, kappa: 0.5017, kb_relative_information_score: 537414.5373, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.5369, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1783, root_relative_squared_error: 0.9273,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.5189, kappa: 0.5017, kb_relative_information_score: 515115.4267, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.4514, kappa: 0.426, kb_relative_information_score: 452442.4214, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5105, predictive_accuracy: 0.4481, prior_entropy: 4.7004, recall: 0.4481, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.8899,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8096, f_measure: 0.4548, kappa: 0.4298, kb_relative_information_score: 477092.0395, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5061, predictive_accuracy: 0.4518, prior_entropy: 4.7004, recall: 0.4518, relative_absolute_error: 0.7356, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1697, root_relative_squared_error: 0.8826,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8115, f_measure: 0.4599, kappa: 0.4446, kb_relative_information_score: 505635.7309, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.488, predictive_accuracy: 0.466, prior_entropy: 4.7004, recall: 0.466, relative_absolute_error: 0.6843, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.8756,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8085, f_measure: 0.4612, kappa: 0.4465, kb_relative_information_score: 527411.6784, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4862, predictive_accuracy: 0.4678, prior_entropy: 4.7004, recall: 0.4678, relative_absolute_error: 0.633, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1693, root_relative_squared_error: 0.8802,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7976, f_measure: 0.4684, kappa: 0.4504, kb_relative_information_score: 537336.9835, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4952, predictive_accuracy: 0.4715, prior_entropy: 4.7004, recall: 0.4715, relative_absolute_error: 0.5848, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1724, root_relative_squared_error: 0.8965,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7797, f_measure: 0.4658, kappa: 0.4519, kb_relative_information_score: 535285.3322, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4907, predictive_accuracy: 0.473, prior_entropy: 4.7004, recall: 0.473, relative_absolute_error: 0.541, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.179, root_relative_squared_error: 0.9307,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7508, f_measure: 0.5188, kappa: 0.5017, kb_relative_information_score: 515088.1017, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.5189, kappa: 0.5017, kb_relative_information_score: 515101.2582, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.5189, kappa: 0.5017, kb_relative_information_score: 515106.3184, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7508, f_measure: 0.5187, kappa: 0.5015, kb_relative_information_score: 514971.7174, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5202, predictive_accuracy: 0.5207, prior_entropy: 4.7004, recall: 0.5207, relative_absolute_error: 0.4984, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9984,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7506, f_measure: 0.5184, kappa: 0.5012, kb_relative_information_score: 514657.9856, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5199, predictive_accuracy: 0.5204, prior_entropy: 4.7004, recall: 0.5204, relative_absolute_error: 0.4988, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.9988,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7371, f_measure: 0.4915, kappa: 0.4741, kb_relative_information_score: 488300.47, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4936, predictive_accuracy: 0.4944, prior_entropy: 4.7004, recall: 0.4944, relative_absolute_error: 0.5258, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1972, root_relative_squared_error: 1.0255,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.5189, kappa: 0.5017, kb_relative_information_score: 515115.4267, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7508, f_measure: 0.5188, kappa: 0.5016, kb_relative_information_score: 515071.9091, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5203, predictive_accuracy: 0.5208, prior_entropy: 4.7004, recall: 0.5208, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.5189, kappa: 0.5017, kb_relative_information_score: 515122.511, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.5189, kappa: 0.5017, kb_relative_information_score: 515149.836, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4982, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9982,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.5315, kappa: 0.5185, kb_relative_information_score: 526149.587, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5358, predictive_accuracy: 0.5371, prior_entropy: 4.7004, recall: 0.5371, relative_absolute_error: 0.6887, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1542, root_relative_squared_error: 0.8017,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.5554, kappa: 0.5442, kb_relative_information_score: 531291.8327, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5642, predictive_accuracy: 0.5618, prior_entropy: 4.7004, recall: 0.5618, relative_absolute_error: 0.6902, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.152, root_relative_squared_error: 0.7906,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.4454, kappa: 0.4345, kb_relative_information_score: 492998.6491, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4507, predictive_accuracy: 0.4563, prior_entropy: 4.7004, recall: 0.4563, relative_absolute_error: 0.7114, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.848,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.5677, kappa: 0.557, kb_relative_information_score: 533073.1113, mean_absolute_error: 0.0512, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.579, predictive_accuracy: 0.5741, prior_entropy: 4.7004, recall: 0.5741, relative_absolute_error: 0.6922, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1512, root_relative_squared_error: 0.786,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.5742, kappa: 0.5637, kb_relative_information_score: 533161.7154, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5872, predictive_accuracy: 0.5805, prior_entropy: 4.7004, recall: 0.5805, relative_absolute_error: 0.6949, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1509, root_relative_squared_error: 0.7845,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, f_measure: 0.5186, kappa: 0.5014, kb_relative_information_score: 514873.5497, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5201, predictive_accuracy: 0.5206, prior_entropy: 4.7004, recall: 0.5206, relative_absolute_error: 0.4985, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9985,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7492, f_measure: 0.5154, kappa: 0.4983, kb_relative_information_score: 511815.1711, mean_absolute_error: 0.0371, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5168, predictive_accuracy: 0.5176, prior_entropy: 4.7004, recall: 0.5176, relative_absolute_error: 0.5017, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1926, root_relative_squared_error: 1.0017,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7236, f_measure: 0.4643, kappa: 0.4471, kb_relative_information_score: 462036.0618, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4679, predictive_accuracy: 0.4684, prior_entropy: 4.7004, recall: 0.4684, relative_absolute_error: 0.5528, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2022, root_relative_squared_error: 1.0515,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.5189, kappa: 0.5017, kb_relative_information_score: 515139.7157, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7984, f_measure: 0.458, kappa: 0.4163, kb_relative_information_score: 460743.7068, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5451, predictive_accuracy: 0.4388, prior_entropy: 4.7004, recall: 0.4388, relative_absolute_error: 0.7499, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.8986,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7998, f_measure: 0.4997, kappa: 0.4836, kb_relative_information_score: 532137.1248, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5037, predictive_accuracy: 0.5035, prior_entropy: 4.7004, recall: 0.5035, relative_absolute_error: 0.6015, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1686, root_relative_squared_error: 0.8765,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.4997, kappa: 0.4836, kb_relative_information_score: 537116.883, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5037, predictive_accuracy: 0.5035, prior_entropy: 4.7004, recall: 0.5035, relative_absolute_error: 0.5902, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.8818,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.4998, kappa: 0.4836, kb_relative_information_score: 543294.4256, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5037, predictive_accuracy: 0.5035, prior_entropy: 4.7004, recall: 0.5035, relative_absolute_error: 0.5755, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.8888,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7809, f_measure: 0.5148, kappa: 0.4969, kb_relative_information_score: 537084.3526, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5397, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.178, root_relative_squared_error: 0.9258,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.5148, kappa: 0.4969, kb_relative_information_score: 510456.0042, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7984, f_measure: 0.458, kappa: 0.4163, kb_relative_information_score: 460743.7068, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5451, predictive_accuracy: 0.4388, prior_entropy: 4.7004, recall: 0.4388, relative_absolute_error: 0.7499, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.8986,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.462, kappa: 0.4215, kb_relative_information_score: 494035.0769, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5345, predictive_accuracy: 0.4438, prior_entropy: 4.7004, recall: 0.4438, relative_absolute_error: 0.6878, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1719, root_relative_squared_error: 0.8937,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7984, f_measure: 0.4666, kappa: 0.4483, kb_relative_information_score: 537578.8996, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4953, predictive_accuracy: 0.4695, prior_entropy: 4.7004, recall: 0.4695, relative_absolute_error: 0.5864, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1721, root_relative_squared_error: 0.8951,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7802, f_measure: 0.4639, kappa: 0.4499, kb_relative_information_score: 535203.7993, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4906, predictive_accuracy: 0.4711, prior_entropy: 4.7004, recall: 0.4711, relative_absolute_error: 0.5434, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.9287,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7484, f_measure: 0.5146, kappa: 0.4968, kb_relative_information_score: 510310.2707, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5166, predictive_accuracy: 0.5161, prior_entropy: 4.7004, recall: 0.5161, relative_absolute_error: 0.5032, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0032,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7481, f_measure: 0.514, kappa: 0.4962, kb_relative_information_score: 509778.9508, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.516, predictive_accuracy: 0.5156, prior_entropy: 4.7004, recall: 0.5156, relative_absolute_error: 0.5038, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.193, root_relative_squared_error: 1.0038,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7355, f_measure: 0.4887, kappa: 0.4709, kb_relative_information_score: 485171.2487, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4911, predictive_accuracy: 0.4913, prior_entropy: 4.7004, recall: 0.4913, relative_absolute_error: 0.5291, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1978, root_relative_squared_error: 1.0286,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7483, f_measure: 0.5145, kappa: 0.4967, kb_relative_information_score: 510211.091, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5165, predictive_accuracy: 0.516, prior_entropy: 4.7004, recall: 0.516, relative_absolute_error: 0.5033, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0033,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7464, f_measure: 0.5104, kappa: 0.4928, kb_relative_information_score: 506434.1654, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5122, predictive_accuracy: 0.5123, prior_entropy: 4.7004, recall: 0.5123, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1937, root_relative_squared_error: 1.0072,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.724, f_measure: 0.4654, kappa: 0.448, kb_relative_information_score: 462908.4385, mean_absolute_error: 0.0408, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4693, predictive_accuracy: 0.4693, prior_entropy: 4.7004, recall: 0.4693, relative_absolute_error: 0.5519, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.202, root_relative_squared_error: 1.0506,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5028, f_measure: 0.0241, kappa: 0.0057, kb_relative_information_score: 32968.4161, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0642, predictive_accuracy: 0.0445, prior_entropy: 4.7004, recall: 0.0445, relative_absolute_error: 0.9938, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2711, root_relative_squared_error: 1.4098,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7484, f_measure: 0.5147, kappa: 0.4968, kb_relative_information_score: 510396.2939, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5162, prior_entropy: 4.7004, recall: 0.5162, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7484, f_measure: 0.5147, kappa: 0.4969, kb_relative_information_score: 510417.5467, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5162, prior_entropy: 4.7004, recall: 0.5162, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.5147, kappa: 0.4969, kb_relative_information_score: 510441.8356, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.5147, kappa: 0.4969, kb_relative_information_score: 510430.7032, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7484, f_measure: 0.5147, kappa: 0.4969, kb_relative_information_score: 510412.4865, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5162, prior_entropy: 4.7004, recall: 0.5162, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.5147, kappa: 0.4969, kb_relative_information_score: 510441.8356, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.5148, kappa: 0.4969, kb_relative_information_score: 510447.9078, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.5148, kappa: 0.4969, kb_relative_information_score: 510456.0042, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.5451, kappa: 0.529, kb_relative_information_score: 577196.0158, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5468, predictive_accuracy: 0.5471, prior_entropy: 4.7004, recall: 0.5471, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.7821,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.5441, kappa: 0.528, kb_relative_information_score: 576991.5291, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5456, predictive_accuracy: 0.5462, prior_entropy: 4.7004, recall: 0.5462, relative_absolute_error: 0.603, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.782,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8488, f_measure: 0.3747, kappa: 0.3536, kb_relative_information_score: 427239.7831, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3752, predictive_accuracy: 0.3785, prior_entropy: 4.7004, recall: 0.3785, relative_absolute_error: 0.7547, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.9053,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8651, f_measure: 0.3979, kappa: 0.3799, kb_relative_information_score: 451003.02, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3991, predictive_accuracy: 0.4038, prior_entropy: 4.7004, recall: 0.4038, relative_absolute_error: 0.7346, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.8868,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.5498, kappa: 0.5339, kb_relative_information_score: 578569.0571, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5513, predictive_accuracy: 0.5519, prior_entropy: 4.7004, recall: 0.5519, relative_absolute_error: 0.6044, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1497, root_relative_squared_error: 0.7783,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(6) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.5479, kappa: 0.532, kb_relative_information_score: 578055.3385, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5495, predictive_accuracy: 0.5501, prior_entropy: 4.7004, recall: 0.5501, relative_absolute_error: 0.6037, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.7793,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8754, f_measure: 0.4127, kappa: 0.3974, kb_relative_information_score: 466834.6796, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4155, predictive_accuracy: 0.4206, prior_entropy: 4.7004, recall: 0.4206, relative_absolute_error: 0.7199, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.8757,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9306, f_measure: 0.5245, kappa: 0.5101, kb_relative_information_score: 550571.0708, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5295, predictive_accuracy: 0.5289, prior_entropy: 4.7004, recall: 0.5289, relative_absolute_error: 0.6641, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.154, root_relative_squared_error: 0.8006,
Jan van Rijn 8 years ago
ran flow moa.DecisionStump(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5809, f_measure: 0.0206, kappa: 0.0343, kb_relative_information_score: 71256.7529, mean_absolute_error: 0.0732, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0235, predictive_accuracy: 0.072, prior_entropy: 4.7004, recall: 0.072, relative_absolute_error: 0.9896, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1913, root_relative_squared_error: 0.9948,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8946, f_measure: 0.4711, kappa: 0.4594, kb_relative_information_score: 483846.3016, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4685, predictive_accuracy: 0.4803, prior_entropy: 4.7004, recall: 0.4803, relative_absolute_error: 0.7344, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1624, root_relative_squared_error: 0.8446,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8723, f_measure: 0.4371, kappa: 0.4183, kb_relative_information_score: 163520.3936, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4397, predictive_accuracy: 0.4407, prior_entropy: 4.7004, recall: 0.4407, relative_absolute_error: 0.9715, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.188, root_relative_squared_error: 0.9778,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8802, f_measure: 0.4843, kappa: 0.4699, kb_relative_information_score: 398553.7764, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.486, predictive_accuracy: 0.4903, prior_entropy: 4.7004, recall: 0.4903, relative_absolute_error: 0.7989, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.8574,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.5284, kappa: 0.5152, kb_relative_information_score: 525390.8343, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5322, predictive_accuracy: 0.5339, prior_entropy: 4.7004, recall: 0.5339, relative_absolute_error: 0.6885, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1545, root_relative_squared_error: 0.8033,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6683, f_measure: 0.0721, kappa: 0.0452, kb_relative_information_score: 97645.5907, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0812, predictive_accuracy: 0.0823, prior_entropy: 4.7004, recall: 0.0823, relative_absolute_error: 0.9844, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1907, root_relative_squared_error: 0.9918,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.4848, kappa: 0.4779, kb_relative_information_score: 448372.2443, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5014, predictive_accuracy: 0.4981, prior_entropy: 4.7004, recall: 0.4981, relative_absolute_error: 0.7817, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1628, root_relative_squared_error: 0.8467,
Jan van Rijn 8 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6192, f_measure: 0.0943, kappa: 0.0724, kb_relative_information_score: 158843.3781, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0988, predictive_accuracy: 0.1084, prior_entropy: 4.7004, recall: 0.1084, relative_absolute_error: 0.9227, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2294, root_relative_squared_error: 1.1927,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(7) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.5146, kappa: 0.4966, kb_relative_information_score: 557947.7487, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5165, predictive_accuracy: 0.516, prior_entropy: 4.7004, recall: 0.516, relative_absolute_error: 0.5943, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.8184,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.005, kappa: 0.0008, kb_relative_information_score: 27628.904, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0043, predictive_accuracy: 0.0392, prior_entropy: 4.7004, recall: 0.0392, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4137,
Jan van Rijn 8 years ago
ran flow moa.SPegasos(3) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5027, f_measure: 0.0091, kappa: 0.0049, kb_relative_information_score: 31657.1353, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0085, predictive_accuracy: 0.0431, prior_entropy: 4.7004, recall: 0.0431, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2713, root_relative_squared_error: 1.4105,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5042, f_measure: 0.0162, kappa: 0.0085, kb_relative_information_score: 35062.3226, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0374, predictive_accuracy: 0.0465, prior_entropy: 4.7004, recall: 0.0465, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2708, root_relative_squared_error: 1.4083,
Jan van Rijn 8 years ago
ran flow moa.SGD(3) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5176, f_measure: 0.0219, kappa: 0.0137, kb_relative_information_score: 48732.3963, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.035, predictive_accuracy: 0.0516, prior_entropy: 4.7004, recall: 0.0516, relative_absolute_error: 0.986, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2663, root_relative_squared_error: 1.385,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.3563, kappa: 0.3276, kb_relative_information_score: 413521.9853, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3864, predictive_accuracy: 0.3535, prior_entropy: 4.7004, recall: 0.3535, relative_absolute_error: 0.8112, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.9138,
Jan van Rijn 8 years ago
ran flow moa.kNN(3) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6565, f_measure: 0.3434, kappa: 0.313, kb_relative_information_score: 331493.2902, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.352, predictive_accuracy: 0.3394, prior_entropy: 4.7004, recall: 0.3394, relative_absolute_error: 0.687, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2254, root_relative_squared_error: 1.1722,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8154, f_measure: 0.3844, kappa: 0.3569, kb_relative_information_score: 437605.9829, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4128, predictive_accuracy: 0.3817, prior_entropy: 4.7004, recall: 0.3817, relative_absolute_error: 0.786, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1727, root_relative_squared_error: 0.8983,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(7) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9156, f_measure: 0.5187, kappa: 0.5014, kb_relative_information_score: 561407.2475, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5202, predictive_accuracy: 0.5206, prior_entropy: 4.7004, recall: 0.5206, relative_absolute_error: 0.595, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.8109,
Jan van Rijn 8 years ago
ran flow moa.Perceptron(5) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0038, kappa: -0, kb_relative_information_score: 28183.3197, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0031, predictive_accuracy: 0.0394, prior_entropy: 4.7004, recall: 0.0394, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2713, root_relative_squared_error: 1.4109,
Jan van Rijn 8 years ago
ran flow moa.MajorityClass(3) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.0049, kappa: -0, kb_relative_information_score: 3697.2466, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0104, predictive_accuracy: 0.0407, prior_entropy: 4.7004, recall: 0.0407, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,
Jan van Rijn 8 years ago
ran flow moa.NoChange(3) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.0386, kappa: 0.0001, kb_relative_information_score: 27038.8859, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0386, predictive_accuracy: 0.0386, prior_entropy: 4.7004, recall: 0.0386, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4141,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8168, f_measure: 0.2394, kappa: 0.2224, kb_relative_information_score: 296302.2353, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.2499, predictive_accuracy: 0.2524, prior_entropy: 4.7004, recall: 0.2524, relative_absolute_error: 0.8846, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.945,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingAdaptiveTree(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.5189, kappa: 0.5009, kb_relative_information_score: 562491.9639, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5208, predictive_accuracy: 0.5201, prior_entropy: 4.7004, recall: 0.5201, relative_absolute_error: 0.5845, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.8172,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.5146, kappa: 0.4966, kb_relative_information_score: 557947.7487, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5165, predictive_accuracy: 0.516, prior_entropy: 4.7004, recall: 0.516, relative_absolute_error: 0.5943, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.8184,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(3) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7128, f_measure: 0.1393, kappa: 0.1096, kb_relative_information_score: 175624.7064, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.1824, predictive_accuracy: 0.1446, prior_entropy: 4.7004, recall: 0.1446, relative_absolute_error: 0.9352, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9677,
Jan van Rijn 8 years ago
ran flow moa.NaiveBayes(4) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.4277, kappa: 0.4165, kb_relative_information_score: 486223.8029, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4362, predictive_accuracy: 0.439, prior_entropy: 4.7004, recall: 0.439, relative_absolute_error: 0.6961, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.8667,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, f_measure: 0.5187, kappa: 0.5014, kb_relative_information_score: 514875.5738, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5202, predictive_accuracy: 0.5206, prior_entropy: 4.7004, recall: 0.5206, relative_absolute_error: 0.4985, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9985,

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(letter) (2)
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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