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

Supervised Data Stream Classification on BNG(page-blocks)

Task 2155 Supervised Data Stream Classification BNG(page-blocks) 286 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.731, f_measure: 0.8129, kappa: 0.2008, kb_relative_information_score: 190446.8361, mean_absolute_error: 0.1487, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8646, predictive_accuracy: 0.7713, prior_entropy: 2.3219, recall: 0.7713, relative_absolute_error: 0.4646, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2698, root_relative_squared_error: 0.6745,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9037, f_measure: 0.8841, kappa: 0.2795, kb_relative_information_score: 255429.722, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8897, predictive_accuracy: 0.9137, prior_entropy: 2.3219, recall: 0.9137, relative_absolute_error: 0.1831, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.4104,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.8843, kappa: 0.2818, kb_relative_information_score: 255447.3626, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8922, predictive_accuracy: 0.9139, prior_entropy: 2.3219, recall: 0.9139, relative_absolute_error: 0.1831, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.4101,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.8675, kappa: 0.1453, kb_relative_information_score: 262916.5377, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5455, f_measure: 0.8678, kappa: 0.148, kb_relative_information_score: 262967.7768, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8663, predictive_accuracy: 0.904, prior_entropy: 2.3219, recall: 0.904, relative_absolute_error: 0.12, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4899,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5523, f_measure: 0.839, kappa: 0.1081, kb_relative_information_score: 243254.3833, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8359, predictive_accuracy: 0.8453, prior_entropy: 2.3219, recall: 0.8453, relative_absolute_error: 0.1933, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2487, root_relative_squared_error: 0.6218,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5328, f_measure: 0.8625, kappa: 0.1079, kb_relative_information_score: 261878.0917, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.858, predictive_accuracy: 0.9007, prior_entropy: 2.3219, recall: 0.9007, relative_absolute_error: 0.1241, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1993, root_relative_squared_error: 0.4981,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.8668, kappa: 0.1393, kb_relative_information_score: 262833.4165, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8655, predictive_accuracy: 0.9036, prior_entropy: 2.3219, recall: 0.9036, relative_absolute_error: 0.1205, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4909,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5423, f_measure: 0.8667, kappa: 0.1389, kb_relative_information_score: 262816.3367, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8648, predictive_accuracy: 0.9035, prior_entropy: 2.3219, recall: 0.9035, relative_absolute_error: 0.1206, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4911,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.8668, kappa: 0.1392, kb_relative_information_score: 262828.8619, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8655, predictive_accuracy: 0.9036, prior_entropy: 2.3219, recall: 0.9036, relative_absolute_error: 0.1205, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.491,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5386, f_measure: 0.8654, kappa: 0.1275, kb_relative_information_score: 262620.4895, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8632, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.1213, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4926,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5386, f_measure: 0.8654, kappa: 0.1273, kb_relative_information_score: 262644.4011, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8644, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4924,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5384, f_measure: 0.8653, kappa: 0.1268, kb_relative_information_score: 262635.2919, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8643, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.1213, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4924,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8182, f_measure: 0.8636, kappa: 0.1094, kb_relative_information_score: 248895.3076, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8579, predictive_accuracy: 0.9029, prior_entropy: 2.3219, recall: 0.9029, relative_absolute_error: 0.2129, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4486,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.8604, kappa: 0.1244, kb_relative_information_score: 258716.0693, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8468, predictive_accuracy: 0.8913, prior_entropy: 2.3219, recall: 0.8913, relative_absolute_error: 0.1358, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.5212,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5446, f_measure: 0.8675, kappa: 0.1453, kb_relative_information_score: 262916.5377, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8657, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1961, root_relative_squared_error: 0.4903,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8134, f_measure: 0.8642, kappa: 0.1149, kb_relative_information_score: 248899.8024, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8637, predictive_accuracy: 0.9032, prior_entropy: 2.3219, recall: 0.9032, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.449,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5367, f_measure: 0.8642, kappa: 0.1205, kb_relative_information_score: 262210.5766, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.858, predictive_accuracy: 0.9017, prior_entropy: 2.3219, recall: 0.9017, relative_absolute_error: 0.1228, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.4956,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.8836, kappa: 0.2753, kb_relative_information_score: 255481.6209, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.897, predictive_accuracy: 0.9132, prior_entropy: 2.3219, recall: 0.9132, relative_absolute_error: 0.1825, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1641, root_relative_squared_error: 0.4103,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5431, f_measure: 0.8666, kappa: 0.14, kb_relative_information_score: 262540.7842, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8607, predictive_accuracy: 0.9027, prior_entropy: 2.3219, recall: 0.9027, relative_absolute_error: 0.1216, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1973, root_relative_squared_error: 0.4932,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.826, f_measure: 0.8648, kappa: 0.1198, kb_relative_information_score: 249414.9785, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.885, predictive_accuracy: 0.9034, prior_entropy: 2.3219, recall: 0.9034, relative_absolute_error: 0.211, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.4456,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.8831, kappa: 0.2711, kb_relative_information_score: 255050.5158, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8855, predictive_accuracy: 0.9132, prior_entropy: 2.3219, recall: 0.9132, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.4131,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5386, f_measure: 0.8654, kappa: 0.1273, kb_relative_information_score: 262644.4011, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8644, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.197, root_relative_squared_error: 0.4924,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5424, f_measure: 0.8668, kappa: 0.1393, kb_relative_information_score: 262833.4165, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8655, predictive_accuracy: 0.9036, prior_entropy: 2.3219, recall: 0.9036, relative_absolute_error: 0.1205, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1964, root_relative_squared_error: 0.4909,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7526, f_measure: 0.8675, kappa: 0.1458, kb_relative_information_score: 250586.82, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8648, predictive_accuracy: 0.9038, prior_entropy: 2.3219, recall: 0.9038, relative_absolute_error: 0.1985, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.184, root_relative_squared_error: 0.4599,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, f_measure: 0.8668, kappa: 0.1357, kb_relative_information_score: 249161.6755, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8602, predictive_accuracy: 0.9044, prior_entropy: 2.3219, recall: 0.9044, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4486,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7641, f_measure: 0.8579, kappa: 0.0626, kb_relative_information_score: 239903.0246, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8574, predictive_accuracy: 0.9009, prior_entropy: 2.3219, recall: 0.9009, relative_absolute_error: 0.2644, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.4697,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, f_measure: 0.8668, kappa: 0.1357, kb_relative_information_score: 249161.6755, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8602, predictive_accuracy: 0.9044, prior_entropy: 2.3219, recall: 0.9044, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4486,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7454, f_measure: 0.858, kappa: 0.063, kb_relative_information_score: 242837.9669, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8575, predictive_accuracy: 0.901, prior_entropy: 2.3219, recall: 0.901, relative_absolute_error: 0.2463, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.4679,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7448, f_measure: 0.858, kappa: 0.0633, kb_relative_information_score: 242636.9785, mean_absolute_error: 0.0792, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8575, predictive_accuracy: 0.901, prior_entropy: 2.3219, recall: 0.901, relative_absolute_error: 0.2475, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.4682,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7444, f_measure: 0.8668, kappa: 0.1393, kb_relative_information_score: 251955.8283, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8655, predictive_accuracy: 0.9036, prior_entropy: 2.3219, recall: 0.9036, relative_absolute_error: 0.1907, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.4597,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, f_measure: 0.8668, kappa: 0.1357, kb_relative_information_score: 249161.6755, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8602, predictive_accuracy: 0.9044, prior_entropy: 2.3219, recall: 0.9044, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4486,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8134, f_measure: 0.8642, kappa: 0.1149, kb_relative_information_score: 248899.8024, mean_absolute_error: 0.0681, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8637, predictive_accuracy: 0.9032, prior_entropy: 2.3219, recall: 0.9032, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.449,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8065, f_measure: 0.8668, kappa: 0.1357, kb_relative_information_score: 249161.6755, mean_absolute_error: 0.0678, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8602, predictive_accuracy: 0.9044, prior_entropy: 2.3219, recall: 0.9044, relative_absolute_error: 0.2119, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.4486,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.745, f_measure: 0.858, kappa: 0.0634, kb_relative_information_score: 242698.3631, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8577, predictive_accuracy: 0.901, prior_entropy: 2.3219, recall: 0.901, relative_absolute_error: 0.2471, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.4681,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.826, f_measure: 0.8648, kappa: 0.1198, kb_relative_information_score: 249414.9785, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.885, predictive_accuracy: 0.9034, prior_entropy: 2.3219, recall: 0.9034, relative_absolute_error: 0.211, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.4456,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7992, f_measure: 0.8633, kappa: 0.1067, kb_relative_information_score: 248822.4743, mean_absolute_error: 0.0683, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8588, predictive_accuracy: 0.903, prior_entropy: 2.3219, recall: 0.903, relative_absolute_error: 0.2133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.4512,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7664, f_measure: 0.8606, kappa: 0.0847, kb_relative_information_score: 255275.9581, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8647, predictive_accuracy: 0.9019, prior_entropy: 2.3219, recall: 0.9019, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.4597,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7426, f_measure: 0.82, kappa: 0.1882, kb_relative_information_score: 217908.1359, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.856, predictive_accuracy: 0.7894, prior_entropy: 2.3219, recall: 0.7894, relative_absolute_error: 0.3139, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2628, root_relative_squared_error: 0.6569,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.85, kb_relative_information_score: 118540.4862, mean_absolute_error: 0.2462, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.7693, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.8164,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... AClassifier_VotedPerceptron(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.85, kb_relative_information_score: 261004.7496, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5046,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5397, f_measure: 0.8294, kappa: 0.0585, kb_relative_information_score: 241506.7077, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8193, predictive_accuracy: 0.8401, prior_entropy: 2.3219, recall: 0.8401, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.6315,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7481, f_measure: 0.8575, kappa: 0.0649, kb_relative_information_score: 248628.9377, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8598, predictive_accuracy: 0.8991, prior_entropy: 2.3219, recall: 0.8991, relative_absolute_error: 0.212, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.4639,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8908, f_measure: 0.9026, kappa: 0.4443, kb_relative_information_score: 261827.4325, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8951, predictive_accuracy: 0.9202, prior_entropy: 2.3219, recall: 0.9202, relative_absolute_error: 0.1485, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1594, root_relative_squared_error: 0.3986,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.875, f_measure: 0.9019, kappa: 0.4345, kb_relative_information_score: 265503.1888, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8976, predictive_accuracy: 0.9217, prior_entropy: 2.3219, recall: 0.9217, relative_absolute_error: 0.1268, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1585, root_relative_squared_error: 0.3963,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7415, f_measure: 0.8203, kappa: 0.1887, kb_relative_information_score: 217962.0224, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8562, predictive_accuracy: 0.7897, prior_entropy: 2.3219, recall: 0.7897, relative_absolute_error: 0.3138, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2633, root_relative_squared_error: 0.6582,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.85, kb_relative_information_score: 261004.7496, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5046,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5425, f_measure: 0.8304, kappa: 0.0342, kb_relative_information_score: 241484.6223, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8154, predictive_accuracy: 0.846, prior_entropy: 2.3219, recall: 0.846, relative_absolute_error: 0.2126, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.5896,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5023, f_measure: 0.7945, kappa: -0.0113, kb_relative_information_score: 221062.1367, mean_absolute_error: 0.0912, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8087, predictive_accuracy: 0.7822, prior_entropy: 2.3219, recall: 0.7822, relative_absolute_error: 0.2852, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.285, root_relative_squared_error: 0.7126,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.786, f_measure: 0.8896, kappa: 0.3909, kb_relative_information_score: 259870.8671, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8832, predictive_accuracy: 0.8973, prior_entropy: 2.3219, recall: 0.8973, relative_absolute_error: 0.1429, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1825, root_relative_squared_error: 0.4561,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4773, f_measure: 0.85, kb_relative_information_score: 118791.2654, mean_absolute_error: 0.2459, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.7684, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.8153,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7191, f_measure: 0.85, kb_relative_information_score: 248080.3031, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.4653,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5392, f_measure: 0.8524, kappa: 0.0986, kb_relative_information_score: 255145.3916, mean_absolute_error: 0.0477, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.83, predictive_accuracy: 0.8807, prior_entropy: 2.3219, recall: 0.8807, relative_absolute_error: 0.149, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.218, root_relative_squared_error: 0.545,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9001, f_measure: 0.9023, kappa: 0.4336, kb_relative_information_score: 262127.2089, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9057, predictive_accuracy: 0.9246, prior_entropy: 2.3219, recall: 0.9246, relative_absolute_error: 0.1507, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1552, root_relative_squared_error: 0.3881,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.456, f_measure: 0.5603, kappa: -0.0128, kb_relative_information_score: 62625.1933, mean_absolute_error: 0.2949, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8015, predictive_accuracy: 0.4527, prior_entropy: 2.3219, recall: 0.4527, relative_absolute_error: 0.9215, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4967, root_relative_squared_error: 1.2416,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6395, f_measure: 0.8922, kappa: 0.3742, kb_relative_information_score: 254425.0394, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.881, predictive_accuracy: 0.9141, prior_entropy: 2.3219, recall: 0.9141, relative_absolute_error: 0.1837, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.4502,
Jan van Rijn 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.742, f_measure: 0.8204, kappa: 0.1878, kb_relative_information_score: 218324.685, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8559, predictive_accuracy: 0.7902, prior_entropy: 2.3219, recall: 0.7902, relative_absolute_error: 0.3117, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.263, root_relative_squared_error: 0.6574,
Jan van Rijn 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5521, f_measure: 0.8508, kappa: 0.033, kb_relative_information_score: 243260.595, mean_absolute_error: 0.0764, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8206, predictive_accuracy: 0.891, prior_entropy: 2.3219, recall: 0.891, relative_absolute_error: 0.2388, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.198, root_relative_squared_error: 0.4949,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7607, f_measure: 0.8605, kappa: 0.0846, kb_relative_information_score: 248970.5897, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8544, predictive_accuracy: 0.9015, prior_entropy: 2.3219, recall: 0.9015, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633,
Jan van Rijn 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.85, kb_relative_information_score: 261004.7496, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5046,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.704, f_measure: 0.8875, kappa: 0.394, kb_relative_information_score: 254641.1183, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8821, predictive_accuracy: 0.8939, prior_entropy: 2.3219, recall: 0.8939, relative_absolute_error: 0.1623, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.5062,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7254, f_measure: 0.8599, kappa: 0.0801, kb_relative_information_score: 255084.2183, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8609, predictive_accuracy: 0.9013, prior_entropy: 2.3219, ram_hours: 0.0002, recall: 0.9013, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.4659, run_cpu_time: 1327.5345,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.85, kb_relative_information_score: 244127.3691, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8981, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1945, root_relative_squared_error: 0.4861, run_cpu_time: 2.5386,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4378, f_measure: 0.85, kb_relative_information_score: 117807.4787, mean_absolute_error: 0.2468, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8981, relative_absolute_error: 0.7714, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.8169, run_cpu_time: 2.2885,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.85, kb_relative_information_score: 260125.4461, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.8981, relative_absolute_error: 0.1303, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.5071, run_cpu_time: 8.9657,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.85, kb_relative_information_score: 261004.7496, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8981, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5046, run_cpu_time: 1.737,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7589, f_measure: 0.8665, kappa: 0.1385, kb_relative_information_score: 248392.7153, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8639, predictive_accuracy: 0.903, prior_entropy: 2.3219, ram_hours: 0, recall: 0.903, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4623, run_cpu_time: 13.13,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4945, f_measure: 0.7931, kappa: -0.0138, kb_relative_information_score: 221229.5366, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8084, predictive_accuracy: 0.7798, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7798, relative_absolute_error: 0.2752, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.7419, run_cpu_time: 1.95,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8017, f_measure: 0.85, kappa: 0.0001, kb_relative_information_score: 249922.369, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8186, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0.0031, recall: 0.8981, relative_absolute_error: 0.2002, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.4622, run_cpu_time: 187.596,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7501, f_measure: 0.866, kappa: 0.1342, kb_relative_information_score: 248432.5697, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8625, predictive_accuracy: 0.9028, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9028, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633, run_cpu_time: 4.4614,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8916, f_measure: 0.8812, kappa: 0.2528, kb_relative_information_score: 254734.3796, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9002, predictive_accuracy: 0.912, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.912, relative_absolute_error: 0.1857, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.4166, run_cpu_time: 36.4412,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8117, f_measure: 0.8664, kappa: 0.1323, kb_relative_information_score: 249719.2533, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.86, predictive_accuracy: 0.9042, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9042, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.4456, run_cpu_time: 15.1585,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8515, f_measure: 0.873, kappa: 0.1926, kb_relative_information_score: 235104.0769, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8688, predictive_accuracy: 0.9063, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9063, relative_absolute_error: 0.3001, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.4517, run_cpu_time: 19.8156,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.85, kb_relative_information_score: 261004.7496, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0.0005, recall: 0.8981, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2018, root_relative_squared_error: 0.5046, run_cpu_time: 26.6212,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7241, f_measure: 0.8596, kappa: 0.078, kb_relative_information_score: 255076.6347, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.861, predictive_accuracy: 0.9012, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9012, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.466, run_cpu_time: 63.0897,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.8107, kappa: -0.0012, kb_relative_information_score: 231613.9962, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8107, predictive_accuracy: 0.8107, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8107, relative_absolute_error: 0.2366, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2752, root_relative_squared_error: 0.6879, run_cpu_time: 1.7068,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.795, f_measure: 0.8862, kappa: 0.331, kb_relative_information_score: 248227.1642, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.877, predictive_accuracy: 0.9056, prior_entropy: 2.3219, ram_hours: 0.0039, recall: 0.9056, relative_absolute_error: 0.2215, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.18, root_relative_squared_error: 0.4499, run_cpu_time: 195.0962,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7023, f_measure: 0.8541, kappa: 0.0345, kb_relative_information_score: 245410.8476, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.851, predictive_accuracy: 0.899, prior_entropy: 2.3219, ram_hours: 0, recall: 0.899, relative_absolute_error: 0.2271, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.19, root_relative_squared_error: 0.475, run_cpu_time: 4.43,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5184, f_measure: 0.8534, kappa: 0.0591, kb_relative_information_score: 257738.8423, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8259, predictive_accuracy: 0.8911, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8911, relative_absolute_error: 0.1391, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.5243, run_cpu_time: 1.9004,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7501, f_measure: 0.866, kappa: 0.1342, kb_relative_information_score: 248432.5697, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8625, predictive_accuracy: 0.9028, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9028, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633, run_cpu_time: 4.4987,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.634, f_measure: 0.6333, kappa: 0.0594, kb_relative_information_score: 150646.2934, mean_absolute_error: 0.195, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8455, predictive_accuracy: 0.5175, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5175, relative_absolute_error: 0.6095, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3583, root_relative_squared_error: 0.8958, run_cpu_time: 6.9038,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8117, f_measure: 0.8664, kappa: 0.1323, kb_relative_information_score: 249719.2533, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.86, predictive_accuracy: 0.9042, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9042, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1782, root_relative_squared_error: 0.4456, run_cpu_time: 24.3,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.704, f_measure: 0.8875, kappa: 0.394, kb_relative_information_score: 254641.1183, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8821, predictive_accuracy: 0.8939, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8939, relative_absolute_error: 0.1623, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.5062, run_cpu_time: 2.83,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7434, f_measure: 0.8203, kappa: 0.1877, kb_relative_information_score: 218405.1148, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8559, predictive_accuracy: 0.79, prior_entropy: 2.3219, ram_hours: 0, recall: 0.79, relative_absolute_error: 0.311, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.6592, run_cpu_time: 4.7466,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.85, kb_relative_information_score: 242568.2934, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8981, relative_absolute_error: 0.2433, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1955, root_relative_squared_error: 0.4888, run_cpu_time: 3.28,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5372, f_measure: 0.8291, kappa: 0.0586, kb_relative_information_score: 241273.1377, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8193, predictive_accuracy: 0.8395, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8395, relative_absolute_error: 0.2007, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.6335, run_cpu_time: 1.94,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

Given inputs

estimation_procedure Interleaved Test then Train
source_data BNG(page-blocks) (1)
target_feature class

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
predictions The desired output format Predictions (optional)

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