Task
Supervised Data Stream Classification on 20_newsgroups.drift

Supervised Data Stream Classification on 20_newsgroups.drift

Task 2269 Supervised Data Stream Classification 20_newsgroups.drift 167 runs submitted
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Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.9906, kappa: 0.9009, kb_relative_information_score: 392364, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 1, recall: 0.9905, relative_absolute_error: 0.0189, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0973, root_relative_squared_error: 0.1946,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.9873, kappa: 0.8651, kb_relative_information_score: 389804, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9872, predictive_accuracy: 0.9873, prior_entropy: 1, recall: 0.9873, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1126, root_relative_squared_error: 0.2251,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.9843, kappa: 0.8293, kb_relative_information_score: 387798, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9842, predictive_accuracy: 0.9848, prior_entropy: 1, recall: 0.9848, relative_absolute_error: 0.0304, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1232, root_relative_squared_error: 0.2464,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8631, f_measure: 0.9734, kappa: 0.7208, kb_relative_information_score: 378568, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9735, predictive_accuracy: 0.9733, prior_entropy: 1, recall: 0.9733, relative_absolute_error: 0.0534, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1635, root_relative_squared_error: 0.3269,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6364, f_measure: 0.7881, kappa: 0.0808, kb_relative_information_score: 164112, mean_absolute_error: 0.2948, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9248, predictive_accuracy: 0.7052, prior_entropy: 1, recall: 0.7052, relative_absolute_error: 0.5897, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.543, root_relative_squared_error: 1.086,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6364, f_measure: 0.7881, kappa: 0.0808, kb_relative_information_score: 164112, mean_absolute_error: 0.2948, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9248, predictive_accuracy: 0.7052, prior_entropy: 1, recall: 0.7052, relative_absolute_error: 0.5897, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.543, root_relative_squared_error: 1.086,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6364, f_measure: 0.7881, kappa: 0.0808, kb_relative_information_score: 164112, mean_absolute_error: 0.2948, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9248, predictive_accuracy: 0.7052, prior_entropy: 1, recall: 0.7052, relative_absolute_error: 0.5897, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.543, root_relative_squared_error: 1.086,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6364, f_measure: 0.7881, kappa: 0.0808, kb_relative_information_score: 164112, mean_absolute_error: 0.2948, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9248, predictive_accuracy: 0.7052, prior_entropy: 1, recall: 0.7052, relative_absolute_error: 0.5897, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.543, root_relative_squared_error: 1.086,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6364, f_measure: 0.7881, kappa: 0.0808, kb_relative_information_score: 164112, mean_absolute_error: 0.2948, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9248, predictive_accuracy: 0.7052, prior_entropy: 1, recall: 0.7052, relative_absolute_error: 0.5897, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.543, root_relative_squared_error: 1.086,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6364, f_measure: 0.7881, kappa: 0.0808, kb_relative_information_score: 164112, mean_absolute_error: 0.2948, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9248, predictive_accuracy: 0.7052, prior_entropy: 1, recall: 0.7052, relative_absolute_error: 0.5897, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.543, root_relative_squared_error: 1.086,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6125, f_measure: 0.9415, kappa: 0.3, kb_relative_information_score: 360056, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.938, predictive_accuracy: 0.9501, prior_entropy: 1, recall: 0.9501, relative_absolute_error: 0.0997, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2233, root_relative_squared_error: 0.4466,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6098, f_measure: 0.9464, kappa: 0.3293, kb_relative_information_score: 365952, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9502, predictive_accuracy: 0.9575, prior_entropy: 1, recall: 0.9575, relative_absolute_error: 0.085, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.4123,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.867, f_measure: 0.9741, kappa: 0.7282, kb_relative_information_score: 379116, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9742, predictive_accuracy: 0.974, prior_entropy: 1, recall: 0.974, relative_absolute_error: 0.0521, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1614, root_relative_squared_error: 0.3227,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6456, f_measure: 0.9474, kappa: 0.3774, kb_relative_information_score: 363440, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9452, predictive_accuracy: 0.9544, prior_entropy: 1, recall: 0.9544, relative_absolute_error: 0.0913, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.4272,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9945, kappa: 0.9419, kb_relative_information_score: 395544, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9945, predictive_accuracy: 0.9945, prior_entropy: 1, recall: 0.9945, relative_absolute_error: 0.011, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0741, root_relative_squared_error: 0.1483,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9194, f_measure: 0.9801, kappa: 0.7957, kb_relative_information_score: 383578, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9808, predictive_accuracy: 0.9795, prior_entropy: 1, recall: 0.9795, relative_absolute_error: 0.0409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.143, root_relative_squared_error: 0.286,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.9902, kappa: 0.8954, kb_relative_information_score: 392258, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9902, predictive_accuracy: 0.9904, prior_entropy: 1, recall: 0.9904, relative_absolute_error: 0.0192, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.098, root_relative_squared_error: 0.196,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.9902, kappa: 0.8954, kb_relative_information_score: 392258, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9902, predictive_accuracy: 0.9904, prior_entropy: 1, recall: 0.9904, relative_absolute_error: 0.0192, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.098, root_relative_squared_error: 0.196,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.9902, kappa: 0.8954, kb_relative_information_score: 392258, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9902, predictive_accuracy: 0.9904, prior_entropy: 1, recall: 0.9904, relative_absolute_error: 0.0192, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.098, root_relative_squared_error: 0.196,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.9876, kappa: 0.8638, kb_relative_information_score: 390412, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9878, predictive_accuracy: 0.9881, prior_entropy: 1, recall: 0.9881, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.2183,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.9876, kappa: 0.8638, kb_relative_information_score: 390412, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9878, predictive_accuracy: 0.9881, prior_entropy: 1, recall: 0.9881, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.2183,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.9876, kappa: 0.8638, kb_relative_information_score: 390412, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9878, predictive_accuracy: 0.9881, prior_entropy: 1, recall: 0.9881, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.2183,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.9961, kappa: 0.9593, kb_relative_information_score: 396876, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9961, predictive_accuracy: 0.9962, prior_entropy: 1, recall: 0.9962, relative_absolute_error: 0.0077, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0619, root_relative_squared_error: 0.1238,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8977, f_measure: 0.9876, kappa: 0.8638, kb_relative_information_score: 390412, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9878, predictive_accuracy: 0.9881, prior_entropy: 1, recall: 0.9881, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.2183,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.9961, kappa: 0.9593, kb_relative_information_score: 396876, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9961, predictive_accuracy: 0.9962, prior_entropy: 1, recall: 0.9962, relative_absolute_error: 0.0077, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0619, root_relative_squared_error: 0.1238,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.9958, kappa: 0.955, kb_relative_information_score: 396578, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9958, predictive_accuracy: 0.9958, prior_entropy: 1, recall: 0.9958, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0648, root_relative_squared_error: 0.1297,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.9961, kappa: 0.9593, kb_relative_information_score: 396876, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9961, predictive_accuracy: 0.9962, prior_entropy: 1, recall: 0.9962, relative_absolute_error: 0.0077, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0619, root_relative_squared_error: 0.1238,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.9921, kappa: 0.9163, kb_relative_information_score: 393590, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.992, predictive_accuracy: 0.9921, prior_entropy: 1, recall: 0.9921, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0891, root_relative_squared_error: 0.1782,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, f_measure: 0.9895, kappa: 0.8857, kb_relative_information_score: 391810, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9896, predictive_accuracy: 0.9898, prior_entropy: 1, recall: 0.9898, relative_absolute_error: 0.0203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.2016,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, f_measure: 0.9895, kappa: 0.8857, kb_relative_information_score: 391810, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9896, predictive_accuracy: 0.9898, prior_entropy: 1, recall: 0.9898, relative_absolute_error: 0.0203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.2016,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9227, f_measure: 0.9892, kappa: 0.8835, kb_relative_information_score: 391472, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9891, predictive_accuracy: 0.9894, prior_entropy: 1, recall: 0.9894, relative_absolute_error: 0.0212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1029, root_relative_squared_error: 0.2058,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9807, kappa: 0.7803, kb_relative_information_score: 336743.1176, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9822, predictive_accuracy: 0.9823, prior_entropy: 1, recall: 0.9823, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3309,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9915, kappa: 0.91, kb_relative_information_score: 379277.9375, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9915, predictive_accuracy: 0.9916, prior_entropy: 1, recall: 0.9916, relative_absolute_error: 0.0564, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.2156,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9884, f_measure: 0.9915, kappa: 0.91, kb_relative_information_score: 379277.9375, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9915, predictive_accuracy: 0.9916, prior_entropy: 1, recall: 0.9916, relative_absolute_error: 0.0564, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1078, root_relative_squared_error: 0.2156,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9807, kappa: 0.7803, kb_relative_information_score: 336743.1176, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9822, predictive_accuracy: 0.9823, prior_entropy: 1, recall: 0.9823, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3309,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9807, kappa: 0.7803, kb_relative_information_score: 336743.1176, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9822, predictive_accuracy: 0.9823, prior_entropy: 1, recall: 0.9823, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3309,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9813, f_measure: 0.9938, kappa: 0.9348, kb_relative_information_score: 393165.6916, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9938, predictive_accuracy: 0.9939, prior_entropy: 1, recall: 0.9939, relative_absolute_error: 0.017, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0725, root_relative_squared_error: 0.1449,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.992, kappa: 0.9137, kb_relative_information_score: 389341.3844, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9922, predictive_accuracy: 0.9923, prior_entropy: 1, recall: 0.9923, relative_absolute_error: 0.0283, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0822, root_relative_squared_error: 0.1644,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9924, kappa: 0.9179, kb_relative_information_score: 382018.4597, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9926, predictive_accuracy: 0.9926, prior_entropy: 1, recall: 0.9926, relative_absolute_error: 0.0497, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.1975,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9852, kappa: 0.8354, kb_relative_information_score: 360090.3784, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.986, predictive_accuracy: 0.9861, prior_entropy: 1, recall: 0.9861, relative_absolute_error: 0.1185, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1251, root_relative_squared_error: 0.2502,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.992, kappa: 0.9137, kb_relative_information_score: 388697.646, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9922, predictive_accuracy: 0.9923, prior_entropy: 1, recall: 0.9923, relative_absolute_error: 0.0299, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0853, root_relative_squared_error: 0.1706,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9931, kappa: 0.9287, kb_relative_information_score: 393100, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9933, predictive_accuracy: 0.993, prior_entropy: 1, recall: 0.993, relative_absolute_error: 0.0171, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0728, root_relative_squared_error: 0.1457,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, f_measure: 0.9936, kappa: 0.9322, kb_relative_information_score: 394844, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 1, recall: 0.9936, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0798, root_relative_squared_error: 0.1596,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9224, f_measure: 0.9846, kappa: 0.8385, kb_relative_information_score: 387580, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9847, predictive_accuracy: 0.9845, prior_entropy: 1, recall: 0.9845, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1243, root_relative_squared_error: 0.2486,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.9916, kappa: 0.9104, kb_relative_information_score: 393242, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9915, predictive_accuracy: 0.9916, prior_entropy: 1, recall: 0.9916, relative_absolute_error: 0.0167, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.183,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9801, kappa: 0.7956, kb_relative_information_score: 378979.1329, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9808, predictive_accuracy: 0.9795, prior_entropy: 1, recall: 0.9795, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.2856,
Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8305, f_measure: 0.9408, kappa: 0.28, kb_relative_information_score: 341064.1243, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9378, predictive_accuracy: 0.9509, prior_entropy: 1, recall: 0.9509, relative_absolute_error: 0.1608, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.415,
Joaquin Vanschoren 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9801, kappa: 0.7956, kb_relative_information_score: 378979.1329, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9808, predictive_accuracy: 0.9795, prior_entropy: 1, recall: 0.9795, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.2856,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9227, f_measure: 0.9892, kappa: 0.8835, kb_relative_information_score: 391472, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9891, predictive_accuracy: 0.9894, prior_entropy: 1, recall: 0.9894, relative_absolute_error: 0.0212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1029, root_relative_squared_error: 0.2058,
Joaquin Vanschoren 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.987, kappa: 0.8618, kb_relative_information_score: 384262.966, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9869, predictive_accuracy: 0.987, prior_entropy: 1, recall: 0.987, relative_absolute_error: 0.042, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0998, root_relative_squared_error: 0.1995,
Jan van Rijn 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9547, f_measure: 0.9905, kappa: 0.9007, kb_relative_information_score: 392370.3725, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9906, predictive_accuracy: 0.9905, prior_entropy: 1, recall: 0.9905, relative_absolute_error: 0.0189, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.1897,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8179, f_measure: 0.9654, kappa: 0.6359, kb_relative_information_score: 372270, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9654, predictive_accuracy: 0.9654, prior_entropy: 1, recall: 0.9654, relative_absolute_error: 0.0692, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.186, root_relative_squared_error: 0.372,
Jan van Rijn 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5066, f_measure: 0.9256, kappa: -0, kb_relative_information_score: 332542.0122, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9025, predictive_accuracy: 0.95, prior_entropy: 1, recall: 0.95, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.218, root_relative_squared_error: 0.4359,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.817, f_measure: 0.9652, kappa: 0.6336, kb_relative_information_score: 372082.7155, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9652, predictive_accuracy: 0.9652, prior_entropy: 1, recall: 0.9652, relative_absolute_error: 0.0697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1866, root_relative_squared_error: 0.3732,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8166, f_measure: 0.9652, kappa: 0.6334, kb_relative_information_score: 372096, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9652, predictive_accuracy: 0.9652, prior_entropy: 1, recall: 0.9652, relative_absolute_error: 0.0696, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1866, root_relative_squared_error: 0.3732,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8167, f_measure: 0.9649, kappa: 0.6305, kb_relative_information_score: 371688.8686, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9649, predictive_accuracy: 0.9648, prior_entropy: 1, recall: 0.9648, relative_absolute_error: 0.0707, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1876, root_relative_squared_error: 0.3751,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8161, f_measure: 0.9649, kappa: 0.6308, kb_relative_information_score: 371824, mean_absolute_error: 0.0352, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9649, predictive_accuracy: 0.9649, prior_entropy: 1, recall: 0.9649, relative_absolute_error: 0.0703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1875, root_relative_squared_error: 0.375,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9145, f_measure: 0.9895, kappa: 0.8857, kb_relative_information_score: 391810, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9896, predictive_accuracy: 0.9898, prior_entropy: 1, recall: 0.9898, relative_absolute_error: 0.0203, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1008, root_relative_squared_error: 0.2016,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.9733, kappa: 0.72, kb_relative_information_score: 369506.6707, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9734, predictive_accuracy: 0.9732, prior_entropy: 1, recall: 0.9732, relative_absolute_error: 0.0812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1646, root_relative_squared_error: 0.3291,
Jan van Rijn 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9807, kappa: 0.7803, kb_relative_information_score: 336743.1176, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9822, predictive_accuracy: 0.9823, prior_entropy: 1, recall: 0.9823, relative_absolute_error: 0.1844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1655, root_relative_squared_error: 0.3309,
Joaquin Vanschoren 9 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.984, kappa: 0.8263, kb_relative_information_score: 376604.6264, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.984, predictive_accuracy: 0.9846, prior_entropy: 1, recall: 0.9846, relative_absolute_error: 0.0644, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1146, root_relative_squared_error: 0.2292,
Joaquin Vanschoren 9 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.984, kappa: 0.8263, kb_relative_information_score: 376604.6264, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.984, predictive_accuracy: 0.9846, prior_entropy: 1, recall: 0.9846, relative_absolute_error: 0.0644, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1146, root_relative_squared_error: 0.2292,
Joaquin Vanschoren 9 years ago
ran flow moa.NaiveBayesMultinomial(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5401, f_measure: 0.7814, kappa: -0.0033, kb_relative_information_score: 155914.0767, mean_absolute_error: 0.3056, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9043, predictive_accuracy: 0.6966, prior_entropy: 1, recall: 0.6966, relative_absolute_error: 0.6113, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.519, root_relative_squared_error: 1.0379,
Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9922, kappa: 0.9174, kb_relative_information_score: 387734.1378, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9922, predictive_accuracy: 0.9922, prior_entropy: 1, recall: 0.9922, relative_absolute_error: 0.0345, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.093, root_relative_squared_error: 0.186,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9981, kappa: 0.9803, kb_relative_information_score: 397003.8504, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9981, predictive_accuracy: 0.9981, prior_entropy: 1, recall: 0.9981, relative_absolute_error: 0.0083, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0415, root_relative_squared_error: 0.0831,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9984, kappa: 0.9834, kb_relative_information_score: 397536.2034, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9984, predictive_accuracy: 0.9984, prior_entropy: 1, recall: 0.9984, relative_absolute_error: 0.0068, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0376, root_relative_squared_error: 0.0752,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.9938, kappa: 0.9347, kb_relative_information_score: 395032, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9938, predictive_accuracy: 0.9939, prior_entropy: 1, recall: 0.9939, relative_absolute_error: 0.0123, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.1567,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.9904, kappa: 0.8983, kb_relative_information_score: 392294, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 1, recall: 0.9904, relative_absolute_error: 0.0191, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.1955,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9936, kappa: 0.9325, kb_relative_information_score: 394864, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9936, predictive_accuracy: 0.9937, prior_entropy: 1, recall: 0.9937, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.1593,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9955, kappa: 0.9529, kb_relative_information_score: 396388, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9955, predictive_accuracy: 0.9956, prior_entropy: 1, recall: 0.9956, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0666, root_relative_squared_error: 0.1333,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9936, kappa: 0.9325, kb_relative_information_score: 394864, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9936, predictive_accuracy: 0.9937, prior_entropy: 1, recall: 0.9937, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.1593,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9955, kappa: 0.9529, kb_relative_information_score: 396388, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9955, predictive_accuracy: 0.9956, prior_entropy: 1, recall: 0.9956, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0666, root_relative_squared_error: 0.1333,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9936, kappa: 0.9325, kb_relative_information_score: 394864, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9936, predictive_accuracy: 0.9937, prior_entropy: 1, recall: 0.9937, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.1593,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.9906, kappa: 0.9004, kb_relative_information_score: 392534, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9906, predictive_accuracy: 0.9907, prior_entropy: 1, recall: 0.9907, relative_absolute_error: 0.0185, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.1924,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9955, kappa: 0.9529, kb_relative_information_score: 396388, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9955, predictive_accuracy: 0.9956, prior_entropy: 1, recall: 0.9956, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0666, root_relative_squared_error: 0.1333,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.9906, kappa: 0.9004, kb_relative_information_score: 392534, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9906, predictive_accuracy: 0.9907, prior_entropy: 1, recall: 0.9907, relative_absolute_error: 0.0185, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.1924,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9936, kappa: 0.9325, kb_relative_information_score: 394864, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9936, predictive_accuracy: 0.9937, prior_entropy: 1, recall: 0.9937, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.1593,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9936, kappa: 0.9325, kb_relative_information_score: 394864, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9936, predictive_accuracy: 0.9937, prior_entropy: 1, recall: 0.9937, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.1593,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.9906, kappa: 0.9004, kb_relative_information_score: 392534, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9906, predictive_accuracy: 0.9907, prior_entropy: 1, recall: 0.9907, relative_absolute_error: 0.0185, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.1924,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.9936, kappa: 0.9325, kb_relative_information_score: 394864, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9936, predictive_accuracy: 0.9937, prior_entropy: 1, recall: 0.9937, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.1593,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.9933, kappa: 0.929, kb_relative_information_score: 394614, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 1, recall: 0.9933, relative_absolute_error: 0.0133, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0816, root_relative_squared_error: 0.1632,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9955, kappa: 0.9529, kb_relative_information_score: 396388, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9955, predictive_accuracy: 0.9956, prior_entropy: 1, recall: 0.9956, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0666, root_relative_squared_error: 0.1333,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.996, kappa: 0.9571, kb_relative_information_score: 396734, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 1, recall: 0.996, relative_absolute_error: 0.008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0633, root_relative_squared_error: 0.1266,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.9906, kappa: 0.9004, kb_relative_information_score: 392534, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9906, predictive_accuracy: 0.9907, prior_entropy: 1, recall: 0.9907, relative_absolute_error: 0.0185, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0962, root_relative_squared_error: 0.1924,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9588, f_measure: 0.9933, kappa: 0.929, kb_relative_information_score: 394614, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 1, recall: 0.9933, relative_absolute_error: 0.0133, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0816, root_relative_squared_error: 0.1632,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.996, kappa: 0.9571, kb_relative_information_score: 396734, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.996, predictive_accuracy: 0.996, prior_entropy: 1, recall: 0.996, relative_absolute_error: 0.008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0633, root_relative_squared_error: 0.1266,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9964, kappa: 0.9613, kb_relative_information_score: 397046, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 1, recall: 0.9964, relative_absolute_error: 0.0072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0602, root_relative_squared_error: 0.1203,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.993, kappa: 0.9251, kb_relative_information_score: 394390, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.993, predictive_accuracy: 0.9931, prior_entropy: 1, recall: 0.9931, relative_absolute_error: 0.0139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0833, root_relative_squared_error: 0.1666,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.993, kappa: 0.9251, kb_relative_information_score: 394390, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.993, predictive_accuracy: 0.9931, prior_entropy: 1, recall: 0.9931, relative_absolute_error: 0.0139, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0833, root_relative_squared_error: 0.1666,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, f_measure: 0.9866, kappa: 0.8641, kb_relative_information_score: 388856, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9876, predictive_accuracy: 0.9861, prior_entropy: 1, recall: 0.9861, relative_absolute_error: 0.0277, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.2354,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.9938, kappa: 0.9347, kb_relative_information_score: 395032, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9938, predictive_accuracy: 0.9939, prior_entropy: 1, recall: 0.9939, relative_absolute_error: 0.0123, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.1567,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.9938, kappa: 0.9347, kb_relative_information_score: 395032, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9938, predictive_accuracy: 0.9939, prior_entropy: 1, recall: 0.9939, relative_absolute_error: 0.0123, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.1567,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.9938, kappa: 0.9347, kb_relative_information_score: 395032, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9938, predictive_accuracy: 0.9939, prior_entropy: 1, recall: 0.9939, relative_absolute_error: 0.0123, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0783, root_relative_squared_error: 0.1567,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.9966, kappa: 0.9639, kb_relative_information_score: 397234, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9966, predictive_accuracy: 0.9966, prior_entropy: 1, recall: 0.9966, relative_absolute_error: 0.0068, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0582, root_relative_squared_error: 0.1163,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, f_measure: 0.9836, kappa: 0.8317, kb_relative_information_score: 376049.383, mean_absolute_error: 0.0335, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9842, predictive_accuracy: 0.9832, prior_entropy: 1, recall: 0.9832, relative_absolute_error: 0.0669, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1135, root_relative_squared_error: 0.227,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9755, f_measure: 0.9966, kappa: 0.9639, kb_relative_information_score: 397234, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9966, predictive_accuracy: 0.9966, prior_entropy: 1, recall: 0.9966, relative_absolute_error: 0.0068, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0582, root_relative_squared_error: 0.1163,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.9859, kappa: 0.848, kb_relative_information_score: 388926, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9858, predictive_accuracy: 0.9862, prior_entropy: 1, recall: 0.9862, relative_absolute_error: 0.0275, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.2347,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, f_measure: 0.9859, kappa: 0.848, kb_relative_information_score: 388926, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9858, predictive_accuracy: 0.9862, prior_entropy: 1, recall: 0.9862, relative_absolute_error: 0.0275, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1173, root_relative_squared_error: 0.2347,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9842, kappa: 0.8372, kb_relative_information_score: 376285.8203, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9847, predictive_accuracy: 0.9839, prior_entropy: 1, recall: 0.9839, relative_absolute_error: 0.0665, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.2244,

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 20_newsgroups.drift (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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