Task
Supervised Data Stream Classification on BNG(eucalyptus)

Supervised Data Stream Classification on BNG(eucalyptus)

Task 7280 Supervised Data Stream Classification BNG(eucalyptus) 117 runs submitted
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Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7207, f_measure: 0.5571, kappa: 0.4386, kb_relative_information_score: 504551.9679, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5556, predictive_accuracy: 0.5649, prior_entropy: 2.3219, recall: 0.5649, relative_absolute_error: 0.5439, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4172, root_relative_squared_error: 1.043,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8249, f_measure: 0.5583, kappa: 0.44, kb_relative_information_score: 462659.4421, mean_absolute_error: 0.2032, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5563, predictive_accuracy: 0.5654, prior_entropy: 2.3219, recall: 0.5654, relative_absolute_error: 0.635, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.8682,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7712, f_measure: 0.4608, kappa: 0.3214, kb_relative_information_score: 320275.9797, mean_absolute_error: 0.2498, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4702, predictive_accuracy: 0.4817, prior_entropy: 2.3219, recall: 0.4817, relative_absolute_error: 0.7805, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3581, root_relative_squared_error: 0.8951,
Jan van Rijn 8 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.2172, kappa: 0.0004, kb_relative_information_score: 108646.7237, mean_absolute_error: 0.3131, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2172, predictive_accuracy: 0.2172, prior_entropy: 2.3219, recall: 0.2172, relative_absolute_error: 0.9785, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5596, root_relative_squared_error: 1.3989,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8249, f_measure: 0.5583, kappa: 0.44, kb_relative_information_score: 462659.4421, mean_absolute_error: 0.2032, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5563, predictive_accuracy: 0.5654, prior_entropy: 2.3219, recall: 0.5654, relative_absolute_error: 0.635, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.8682,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7211, f_measure: 0.5576, kappa: 0.4395, kb_relative_information_score: 505526.6496, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5561, predictive_accuracy: 0.5657, prior_entropy: 2.3219, recall: 0.5657, relative_absolute_error: 0.5428, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4168, root_relative_squared_error: 1.042,
Joaquin Vanschoren 8 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.1302, kappa: -0, kb_relative_information_score: 82876.6562, mean_absolute_error: 0.3132, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.084, predictive_accuracy: 0.2898, prior_entropy: 2.3219, recall: 0.2898, relative_absolute_error: 0.9788, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3958, root_relative_squared_error: 0.9894,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.503, f_measure: 0.0994, kappa: 0.0058, kb_relative_information_score: 60921.4783, mean_absolute_error: 0.3299, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0843, predictive_accuracy: 0.1753, prior_entropy: 2.3219, recall: 0.1753, relative_absolute_error: 1.0309, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5744, root_relative_squared_error: 1.4359,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5031, f_measure: 0.0995, kappa: 0.006, kb_relative_information_score: 61025.0951, mean_absolute_error: 0.3299, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0844, predictive_accuracy: 0.1754, prior_entropy: 2.3219, recall: 0.1754, relative_absolute_error: 1.0308, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5743, root_relative_squared_error: 1.4358,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5167, f_measure: 0.1185, kappa: 0.0302, kb_relative_information_score: 83599.4902, mean_absolute_error: 0.3219, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1038, predictive_accuracy: 0.1951, prior_entropy: 2.3219, recall: 0.1951, relative_absolute_error: 1.0061, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5673, root_relative_squared_error: 1.4181,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5166, f_measure: 0.1189, kappa: 0.0308, kb_relative_information_score: 84056.5056, mean_absolute_error: 0.3218, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1041, predictive_accuracy: 0.1956, prior_entropy: 2.3219, recall: 0.1956, relative_absolute_error: 1.0055, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5672, root_relative_squared_error: 1.4181,
Joaquin Vanschoren 8 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6386, f_measure: 0.4315, kappa: 0.2724, kb_relative_information_score: 355004.3635, mean_absolute_error: 0.2266, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4316, predictive_accuracy: 0.4335, prior_entropy: 2.3219, recall: 0.4335, relative_absolute_error: 0.7081, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.476, root_relative_squared_error: 1.19,
Jan van Rijn 8 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7663, f_measure: 0.4678, kappa: 0.3262, kb_relative_information_score: 361242.8165, mean_absolute_error: 0.236, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4707, predictive_accuracy: 0.4833, prior_entropy: 2.3219, recall: 0.4833, relative_absolute_error: 0.7374, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3599, root_relative_squared_error: 0.8998,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.721, f_measure: 0.5575, kappa: 0.439, kb_relative_information_score: 504647.6142, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5558, predictive_accuracy: 0.565, prior_entropy: 2.3219, recall: 0.565, relative_absolute_error: 0.5438, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4172, root_relative_squared_error: 1.0429,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7212, f_measure: 0.558, kappa: 0.4398, kb_relative_information_score: 505707.6945, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5565, predictive_accuracy: 0.5659, prior_entropy: 2.3219, recall: 0.5659, relative_absolute_error: 0.5426, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4167, root_relative_squared_error: 1.0418,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7212, f_measure: 0.558, kappa: 0.4398, kb_relative_information_score: 505714.5264, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5565, predictive_accuracy: 0.5659, prior_entropy: 2.3219, recall: 0.5659, relative_absolute_error: 0.5426, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4167, root_relative_squared_error: 1.0418,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7211, f_measure: 0.5576, kappa: 0.4395, kb_relative_information_score: 505524.3723, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5561, predictive_accuracy: 0.5657, prior_entropy: 2.3219, recall: 0.5657, relative_absolute_error: 0.5428, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4168, root_relative_squared_error: 1.042,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7211, f_measure: 0.5576, kappa: 0.4395, kb_relative_information_score: 505525.511, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5561, predictive_accuracy: 0.5657, prior_entropy: 2.3219, recall: 0.5657, relative_absolute_error: 0.5428, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4168, root_relative_squared_error: 1.042,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7211, f_measure: 0.5576, kappa: 0.4395, kb_relative_information_score: 505528.9269, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5561, predictive_accuracy: 0.5657, prior_entropy: 2.3219, recall: 0.5657, relative_absolute_error: 0.5428, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4168, root_relative_squared_error: 1.0419,
Joaquin Vanschoren 8 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, f_measure: 0.5576, kappa: 0.4395, kb_relative_information_score: 459855.8286, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5561, predictive_accuracy: 0.5657, prior_entropy: 2.3219, recall: 0.5657, relative_absolute_error: 0.6391, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3463, root_relative_squared_error: 0.8658,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7723, f_measure: 0.5153, kappa: 0.3985, kb_relative_information_score: 378227.0121, mean_absolute_error: 0.2363, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5486, predictive_accuracy: 0.5369, prior_entropy: 2.3219, recall: 0.5369, relative_absolute_error: 0.7386, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.361, root_relative_squared_error: 0.9024,
Joaquin Vanschoren 8 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8023, f_measure: 0.5172, kappa: 0.3844, kb_relative_information_score: 376499.2966, mean_absolute_error: 0.2329, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5229, predictive_accuracy: 0.5173, prior_entropy: 2.3219, recall: 0.5173, relative_absolute_error: 0.7277, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3519, root_relative_squared_error: 0.8797,
Joaquin Vanschoren 8 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.772, f_measure: 0.4741, kappa: 0.3346, kb_relative_information_score: 368507.1329, mean_absolute_error: 0.2337, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.477, predictive_accuracy: 0.4898, prior_entropy: 2.3219, recall: 0.4898, relative_absolute_error: 0.7304, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.8949,
Jan van Rijn 8 years ago
ran flow moa.AMRulesRegressor(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0966, kb_relative_information_score: 140623.3441, mean_absolute_error: 0.3019, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0602, predictive_accuracy: 0.2453, prior_entropy: 2.3219, recall: 0.2453, relative_absolute_error: 0.9434, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5494, root_relative_squared_error: 1.3736,
Joaquin Vanschoren 8 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0966, kb_relative_information_score: 140623.3441, mean_absolute_error: 0.3019, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0602, predictive_accuracy: 0.2453, prior_entropy: 2.3219, recall: 0.2453, relative_absolute_error: 0.9434, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5494, root_relative_squared_error: 1.3736,
Joaquin Vanschoren 8 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.5597, kappa: 0.442, kb_relative_information_score: 464606.486, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5577, predictive_accuracy: 0.5672, prior_entropy: 2.3219, recall: 0.5672, relative_absolute_error: 0.6339, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.345, root_relative_squared_error: 0.8625,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7962, f_measure: 0.5073, kappa: 0.3727, kb_relative_information_score: 382378.2208, mean_absolute_error: 0.2323, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5084, predictive_accuracy: 0.5152, prior_entropy: 2.3219, recall: 0.5152, relative_absolute_error: 0.7261, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3524, root_relative_squared_error: 0.8811,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7927, f_measure: 0.5012, kappa: 0.3649, kb_relative_information_score: 376110.971, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5026, predictive_accuracy: 0.5094, prior_entropy: 2.3219, recall: 0.5094, relative_absolute_error: 0.7324, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3535, root_relative_squared_error: 0.8837,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7217, f_measure: 0.5587, kappa: 0.4403, kb_relative_information_score: 505358.1299, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5567, predictive_accuracy: 0.5656, prior_entropy: 2.3219, recall: 0.5656, relative_absolute_error: 0.543, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4169, root_relative_squared_error: 1.0421,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7217, f_measure: 0.5587, kappa: 0.4402, kb_relative_information_score: 505270.4541, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5568, predictive_accuracy: 0.5655, prior_entropy: 2.3219, recall: 0.5655, relative_absolute_error: 0.5431, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4169, root_relative_squared_error: 1.0422,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7143, f_measure: 0.5483, kappa: 0.4251, kb_relative_information_score: 491072.6661, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5485, predictive_accuracy: 0.553, prior_entropy: 2.3219, recall: 0.553, relative_absolute_error: 0.5587, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4228, root_relative_squared_error: 1.0571,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7216, f_measure: 0.5585, kappa: 0.44, kb_relative_information_score: 505136.0937, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5566, predictive_accuracy: 0.5654, prior_entropy: 2.3219, recall: 0.5654, relative_absolute_error: 0.5433, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4169, root_relative_squared_error: 1.0424,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7216, f_measure: 0.5585, kappa: 0.44, kb_relative_information_score: 505114.4595, mean_absolute_error: 0.1739, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5566, predictive_accuracy: 0.5654, prior_entropy: 2.3219, recall: 0.5654, relative_absolute_error: 0.5433, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.417, root_relative_squared_error: 1.0424,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7216, f_measure: 0.5585, kappa: 0.4401, kb_relative_information_score: 505158.8667, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5566, predictive_accuracy: 0.5654, prior_entropy: 2.3219, recall: 0.5654, relative_absolute_error: 0.5432, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4169, root_relative_squared_error: 1.0423,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7188, f_measure: 0.5547, kappa: 0.4342, kb_relative_information_score: 499523.7033, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5536, predictive_accuracy: 0.5605, prior_entropy: 2.3219, recall: 0.5605, relative_absolute_error: 0.5494, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4193, root_relative_squared_error: 1.0483,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7188, f_measure: 0.5548, kappa: 0.4343, kb_relative_information_score: 499623.9042, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5537, predictive_accuracy: 0.5606, prior_entropy: 2.3219, recall: 0.5606, relative_absolute_error: 0.5493, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4193, root_relative_squared_error: 1.0482,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7187, f_measure: 0.5546, kappa: 0.4341, kb_relative_information_score: 499462.2163, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5536, predictive_accuracy: 0.5604, prior_entropy: 2.3219, recall: 0.5604, relative_absolute_error: 0.5495, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4193, root_relative_squared_error: 1.0483,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6899, f_measure: 0.5126, kappa: 0.3772, kb_relative_information_score: 449220.5612, mean_absolute_error: 0.1935, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5198, predictive_accuracy: 0.5163, prior_entropy: 2.3219, recall: 0.5163, relative_absolute_error: 0.6046, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4399, root_relative_squared_error: 1.0997,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8521, f_measure: 0.5709, kappa: 0.456, kb_relative_information_score: 458356.0533, mean_absolute_error: 0.2068, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.57, predictive_accuracy: 0.5782, prior_entropy: 2.3219, recall: 0.5782, relative_absolute_error: 0.6463, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.8246,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8521, f_measure: 0.5709, kappa: 0.456, kb_relative_information_score: 458356.0533, mean_absolute_error: 0.2068, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.57, predictive_accuracy: 0.5782, prior_entropy: 2.3219, recall: 0.5782, relative_absolute_error: 0.6463, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.8246,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7028, f_measure: 0.5314, kappa: 0.4025, kb_relative_information_score: 471528.931, mean_absolute_error: 0.1856, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5338, predictive_accuracy: 0.5359, prior_entropy: 2.3219, recall: 0.5359, relative_absolute_error: 0.5802, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4309, root_relative_squared_error: 1.0772,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7217, f_measure: 0.5587, kappa: 0.4403, kb_relative_information_score: 505358.1299, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5567, predictive_accuracy: 0.5656, prior_entropy: 2.3219, recall: 0.5656, relative_absolute_error: 0.543, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4169, root_relative_squared_error: 1.0421,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8517, f_measure: 0.5705, kappa: 0.4555, kb_relative_information_score: 457953.5597, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5695, predictive_accuracy: 0.5778, prior_entropy: 2.3219, recall: 0.5778, relative_absolute_error: 0.6466, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3301, root_relative_squared_error: 0.8251,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7187, f_measure: 0.5547, kappa: 0.4339, kb_relative_information_score: 499177.5546, mean_absolute_error: 0.1759, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5538, predictive_accuracy: 0.5602, prior_entropy: 2.3219, recall: 0.5602, relative_absolute_error: 0.5498, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4194, root_relative_squared_error: 1.0486,
Joaquin Vanschoren 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7785, f_measure: 0.4868, kappa: 0.3462, kb_relative_information_score: 363584.7223, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4885, predictive_accuracy: 0.4953, prior_entropy: 2.3219, recall: 0.4953, relative_absolute_error: 0.7447, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3582, root_relative_squared_error: 0.8955,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7216, f_measure: 0.5585, kappa: 0.44, kb_relative_information_score: 505136.0937, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5566, predictive_accuracy: 0.5654, prior_entropy: 2.3219, recall: 0.5654, relative_absolute_error: 0.5433, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4169, root_relative_squared_error: 1.0424,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, f_measure: 0.5697, kappa: 0.4546, kb_relative_information_score: 458278.5744, mean_absolute_error: 0.2067, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5685, predictive_accuracy: 0.577, prior_entropy: 2.3219, recall: 0.577, relative_absolute_error: 0.646, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.8262,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, f_measure: 0.5697, kappa: 0.4546, kb_relative_information_score: 458278.5744, mean_absolute_error: 0.2067, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5685, predictive_accuracy: 0.577, prior_entropy: 2.3219, recall: 0.577, relative_absolute_error: 0.646, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.8262,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7875, f_measure: 0.4947, kappa: 0.3564, kb_relative_information_score: 369594.0948, mean_absolute_error: 0.2365, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4965, predictive_accuracy: 0.5031, prior_entropy: 2.3219, recall: 0.5031, relative_absolute_error: 0.7389, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3551, root_relative_squared_error: 0.8877,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7188, f_measure: 0.5547, kappa: 0.4342, kb_relative_information_score: 499523.7033, mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5536, predictive_accuracy: 0.5605, prior_entropy: 2.3219, recall: 0.5605, relative_absolute_error: 0.5494, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4193, root_relative_squared_error: 1.0483,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7216, f_measure: 0.5586, kappa: 0.4401, kb_relative_information_score: 505167.9759, mean_absolute_error: 0.1738, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5567, predictive_accuracy: 0.5654, prior_entropy: 2.3219, recall: 0.5654, relative_absolute_error: 0.5432, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4169, root_relative_squared_error: 1.0423,
Joaquin Vanschoren 8 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, f_measure: 0.5574, kappa: 0.4389, kb_relative_information_score: 461317.5086, mean_absolute_error: 0.2036, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5558, predictive_accuracy: 0.5649, prior_entropy: 2.3219, recall: 0.5649, relative_absolute_error: 0.6364, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.347, root_relative_squared_error: 0.8675,
Joaquin Vanschoren 8 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8253, f_measure: 0.5585, kappa: 0.44, kb_relative_information_score: 462869.4393, mean_absolute_error: 0.2031, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5566, predictive_accuracy: 0.5654, prior_entropy: 2.3219, recall: 0.5654, relative_absolute_error: 0.6348, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.8679,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.57, kappa: 0.4549, kb_relative_information_score: 458429.3384, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5689, predictive_accuracy: 0.5774, prior_entropy: 2.3219, recall: 0.5774, relative_absolute_error: 0.6465, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.8259,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.57, kappa: 0.4549, kb_relative_information_score: 458429.3384, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5689, predictive_accuracy: 0.5774, prior_entropy: 2.3219, recall: 0.5774, relative_absolute_error: 0.6465, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.8259,
Jan van Rijn 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.5626, kappa: 0.4473, kb_relative_information_score: 371713.9735, mean_absolute_error: 0.2389, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5695, predictive_accuracy: 0.5721, prior_entropy: 2.3219, recall: 0.5721, relative_absolute_error: 0.7467, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.8408,
Jan van Rijn 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8466, f_measure: 0.5644, kappa: 0.4496, kb_relative_information_score: 372126.8739, mean_absolute_error: 0.2389, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5708, predictive_accuracy: 0.5739, prior_entropy: 2.3219, recall: 0.5739, relative_absolute_error: 0.7465, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.839,
Jan van Rijn 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8463, f_measure: 0.5643, kappa: 0.4494, kb_relative_information_score: 372102.3239, mean_absolute_error: 0.2389, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5707, predictive_accuracy: 0.5738, prior_entropy: 2.3219, recall: 0.5738, relative_absolute_error: 0.7465, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.8391,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.57, kappa: 0.4549, kb_relative_information_score: 458429.2861, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5689, predictive_accuracy: 0.5774, prior_entropy: 2.3219, recall: 0.5774, relative_absolute_error: 0.6465, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.8259,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.57, kappa: 0.4549, kb_relative_information_score: 458429.2861, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5689, predictive_accuracy: 0.5774, prior_entropy: 2.3219, recall: 0.5774, relative_absolute_error: 0.6465, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.8259,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8463, f_measure: 0.5643, kappa: 0.4494, kb_relative_information_score: 372102.3239, mean_absolute_error: 0.2389, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5707, predictive_accuracy: 0.5738, prior_entropy: 2.3219, recall: 0.5738, relative_absolute_error: 0.7465, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.8391,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8463, f_measure: 0.5643, kappa: 0.4494, kb_relative_information_score: 372102.3239, mean_absolute_error: 0.2389, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5707, predictive_accuracy: 0.5738, prior_entropy: 2.3219, recall: 0.5738, relative_absolute_error: 0.7465, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.8391,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, f_measure: 0.5697, kappa: 0.4546, kb_relative_information_score: 458278.5744, mean_absolute_error: 0.2067, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5685, predictive_accuracy: 0.577, prior_entropy: 2.3219, recall: 0.577, relative_absolute_error: 0.646, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.8262,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.57, kappa: 0.4549, kb_relative_information_score: 458429.3384, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5689, predictive_accuracy: 0.5774, prior_entropy: 2.3219, recall: 0.5774, relative_absolute_error: 0.6465, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.8259,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8517, f_measure: 0.5705, kappa: 0.4555, kb_relative_information_score: 457953.5597, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5695, predictive_accuracy: 0.5778, prior_entropy: 2.3219, recall: 0.5778, relative_absolute_error: 0.6466, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3301, root_relative_squared_error: 0.8251,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8462, f_measure: 0.5674, kappa: 0.4512, kb_relative_information_score: 458712.521, mean_absolute_error: 0.2063, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5661, predictive_accuracy: 0.5743, prior_entropy: 2.3219, recall: 0.5743, relative_absolute_error: 0.6446, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3329, root_relative_squared_error: 0.8322,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7876, f_measure: 0.4801, kappa: 0.3399, kb_relative_information_score: 362944.6491, mean_absolute_error: 0.236, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4894, predictive_accuracy: 0.4953, prior_entropy: 2.3219, recall: 0.4953, relative_absolute_error: 0.7376, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3533, root_relative_squared_error: 0.8832,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.818, f_measure: 0.5157, kappa: 0.3816, kb_relative_information_score: 432267.0634, mean_absolute_error: 0.2118, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5372, predictive_accuracy: 0.5136, prior_entropy: 2.3219, recall: 0.5136, relative_absolute_error: 0.6619, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3642, root_relative_squared_error: 0.9106,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7202, f_measure: 0.3377, kappa: 0.213, kb_relative_information_score: 222622.9217, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3713, predictive_accuracy: 0.4203, prior_entropy: 2.3219, recall: 0.4203, relative_absolute_error: 0.8499, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3679, root_relative_squared_error: 0.9196,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7202, f_measure: 0.3377, kappa: 0.213, kb_relative_information_score: 222622.9217, mean_absolute_error: 0.272, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3713, predictive_accuracy: 0.4203, prior_entropy: 2.3219, recall: 0.4203, relative_absolute_error: 0.8499, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3679, root_relative_squared_error: 0.9196,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7798, f_measure: 0.4607, kappa: 0.3294, kb_relative_information_score: 248153.0466, mean_absolute_error: 0.2802, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4992, predictive_accuracy: 0.4971, prior_entropy: 2.3219, recall: 0.4971, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3694, root_relative_squared_error: 0.9234,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... Classifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0966, kb_relative_information_score: 140623.3441, mean_absolute_error: 0.3019, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0602, predictive_accuracy: 0.2453, prior_entropy: 2.3219, recall: 0.2453, relative_absolute_error: 0.9434, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5494, root_relative_squared_error: 1.3736,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... AClassifier_VotedPerceptron(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0966, kb_relative_information_score: 140623.3441, mean_absolute_error: 0.3019, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0602, predictive_accuracy: 0.2453, prior_entropy: 2.3219, recall: 0.2453, relative_absolute_error: 0.9434, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5494, root_relative_squared_error: 1.3736,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.1367, kappa: -0.0008, kb_relative_information_score: 165592.2791, mean_absolute_error: 0.3139, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.204, predictive_accuracy: 0.2876, prior_entropy: 2.3219, recall: 0.2876, relative_absolute_error: 0.9808, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4631, root_relative_squared_error: 1.1578,
Jan van Rijn 9 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5169, f_measure: 0.1189, kappa: 0.0307, kb_relative_information_score: 84082.6787, mean_absolute_error: 0.3218, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1041, predictive_accuracy: 0.1956, prior_entropy: 2.3219, recall: 0.1956, relative_absolute_error: 1.0055, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5671, root_relative_squared_error: 1.4178,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.868, f_measure: 0.5939, kappa: 0.4841, kb_relative_information_score: 501311.1002, mean_absolute_error: 0.1949, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5957, predictive_accuracy: 0.6014, prior_entropy: 2.3219, recall: 0.6014, relative_absolute_error: 0.6091, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3212, root_relative_squared_error: 0.8029,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8353, f_measure: 0.5397, kappa: 0.4195, kb_relative_information_score: 417992.6818, mean_absolute_error: 0.2249, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5517, predictive_accuracy: 0.5571, prior_entropy: 2.3219, recall: 0.5571, relative_absolute_error: 0.7027, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.8391,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7954, f_measure: 0.4934, kappa: 0.3518, kb_relative_information_score: 403325.3701, mean_absolute_error: 0.222, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5139, predictive_accuracy: 0.4891, prior_entropy: 2.3219, recall: 0.4891, relative_absolute_error: 0.6938, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.371, root_relative_squared_error: 0.9275,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.5592, kappa: 0.4413, kb_relative_information_score: 439391.1383, mean_absolute_error: 0.216, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5601, predictive_accuracy: 0.5684, prior_entropy: 2.3219, recall: 0.5684, relative_absolute_error: 0.6749, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.8265,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0966, kb_relative_information_score: 140623.3441, mean_absolute_error: 0.3019, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0602, predictive_accuracy: 0.2453, prior_entropy: 2.3219, recall: 0.2453, relative_absolute_error: 0.9434, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5494, root_relative_squared_error: 1.3736,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5261, f_measure: 0.12, kappa: 0.0319, kb_relative_information_score: 91532.3005, mean_absolute_error: 0.3219, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1046, predictive_accuracy: 0.1969, prior_entropy: 2.3219, recall: 0.1969, relative_absolute_error: 1.0058, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5457, root_relative_squared_error: 1.3642,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5013, f_measure: 0.0975, kappa: 0.002, kb_relative_information_score: 58010.1945, mean_absolute_error: 0.3311, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0821, predictive_accuracy: 0.1725, prior_entropy: 2.3219, recall: 0.1725, relative_absolute_error: 1.0346, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5737, root_relative_squared_error: 1.4343,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8504, f_measure: 0.5614, kappa: 0.4453, kb_relative_information_score: 458911.4807, mean_absolute_error: 0.2095, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5605, predictive_accuracy: 0.5717, prior_entropy: 2.3219, recall: 0.5717, relative_absolute_error: 0.6547, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.8236,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8324, f_measure: 0.5566, kappa: 0.4366, kb_relative_information_score: 263729.7909, mean_absolute_error: 0.2762, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.562, predictive_accuracy: 0.5659, prior_entropy: 2.3219, recall: 0.5659, relative_absolute_error: 0.8632, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3597, root_relative_squared_error: 0.8993,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6697, f_measure: 0.2906, kappa: 0.194, kb_relative_information_score: 178431.9909, mean_absolute_error: 0.2916, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.231, predictive_accuracy: 0.4163, prior_entropy: 2.3219, recall: 0.4163, relative_absolute_error: 0.9114, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.379, root_relative_squared_error: 0.9475,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6505, f_measure: 0.3437, kappa: 0.1615, kb_relative_information_score: 261604.8374, mean_absolute_error: 0.2592, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3427, predictive_accuracy: 0.3501, prior_entropy: 2.3219, recall: 0.3501, relative_absolute_error: 0.8102, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4939, root_relative_squared_error: 1.2346,
Jan van Rijn 9 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7622, f_measure: 0.4482, kappa: 0.3001, kb_relative_information_score: 328881.5441, mean_absolute_error: 0.2472, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4471, predictive_accuracy: 0.4619, prior_entropy: 2.3219, recall: 0.4619, relative_absolute_error: 0.7725, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.362, root_relative_squared_error: 0.9051,
Jan van Rijn 9 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.1367, kappa: -0.0008, kb_relative_information_score: 165592.2791, mean_absolute_error: 0.3139, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.204, predictive_accuracy: 0.2876, prior_entropy: 2.3219, recall: 0.2876, relative_absolute_error: 0.9808, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4631, root_relative_squared_error: 1.1578,
Jan van Rijn 9 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7251, f_measure: 0.4589, kappa: 0.3134, kb_relative_information_score: 320358.7897, mean_absolute_error: 0.2471, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5064, predictive_accuracy: 0.4855, prior_entropy: 2.3219, recall: 0.4855, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3637, root_relative_squared_error: 0.9093,
Jan van Rijn 9 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8178, f_measure: 0.5158, kappa: 0.3817, kb_relative_information_score: 432075.3145, mean_absolute_error: 0.2119, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5373, predictive_accuracy: 0.5137, prior_entropy: 2.3219, recall: 0.5137, relative_absolute_error: 0.6623, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3641, root_relative_squared_error: 0.9103,
Jan van Rijn 9 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7374, f_measure: 0.4367, kappa: 0.2784, kb_relative_information_score: 256932.9133, mean_absolute_error: 0.2658, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4462, predictive_accuracy: 0.439, prior_entropy: 2.3219, recall: 0.439, relative_absolute_error: 0.8307, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3646, root_relative_squared_error: 0.9115,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8256, f_measure: 0.5576, kappa: 0.4395, kb_relative_information_score: 459855.8286, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5561, predictive_accuracy: 0.5657, prior_entropy: 2.3219, recall: 0.5657, relative_absolute_error: 0.6391, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3463, root_relative_squared_error: 0.8658,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7168, f_measure: 0.4791, kappa: 0.3457, kb_relative_information_score: 407175.5864, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.475, predictive_accuracy: 0.4938, prior_entropy: 2.3219, recall: 0.4938, relative_absolute_error: 0.6867, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4029, root_relative_squared_error: 1.0072,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7683, f_measure: 0.5187, kappa: 0.3876, kb_relative_information_score: 267316.8818, mean_absolute_error: 0.2761, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5177, predictive_accuracy: 0.5252, prior_entropy: 2.3219, recall: 0.5252, relative_absolute_error: 0.8629, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.9188,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0966, kb_relative_information_score: 140473.9133, mean_absolute_error: 0.3019, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0602, predictive_accuracy: 0.2453, prior_entropy: 2.3219, recall: 0.2453, relative_absolute_error: 0.9435, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5493, root_relative_squared_error: 1.3733,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8057, f_measure: 0.5022, kappa: 0.3625, kb_relative_information_score: 420954.736, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5191, predictive_accuracy: 0.5, prior_entropy: 2.3219, recall: 0.5, relative_absolute_error: 0.6706, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3719, root_relative_squared_error: 0.9298,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6004, f_measure: 0.3608, kappa: 0.1994, kb_relative_information_score: 288176.9098, mean_absolute_error: 0.25, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3721, predictive_accuracy: 0.375, prior_entropy: 2.3219, recall: 0.375, relative_absolute_error: 0.7813, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4999, root_relative_squared_error: 1.2497,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7113, f_measure: 0.4159, kappa: 0.2644, kb_relative_information_score: 279791.3307, mean_absolute_error: 0.2612, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4118, predictive_accuracy: 0.4311, prior_entropy: 2.3219, recall: 0.4311, relative_absolute_error: 0.8162, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3782, root_relative_squared_error: 0.9454,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7168, f_measure: 0.4791, kappa: 0.3457, kb_relative_information_score: 407175.5864, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.475, predictive_accuracy: 0.4938, prior_entropy: 2.3219, recall: 0.4938, relative_absolute_error: 0.6867, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4029, root_relative_squared_error: 1.0072,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5031, f_measure: 0.0995, kappa: 0.006, kb_relative_information_score: 61025.0951, mean_absolute_error: 0.3299, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0844, predictive_accuracy: 0.1754, prior_entropy: 2.3219, recall: 0.1754, relative_absolute_error: 1.0308, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5743, root_relative_squared_error: 1.4358,

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(eucalyptus) (1)
target_feature Utility

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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