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Supervised Data Stream Classification on BNG(sonar)

Supervised Data Stream Classification on BNG(sonar)

Task 2160 Supervised Data Stream Classification BNG(sonar) 290 runs submitted
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Joaquin Vanschoren 9 years ago
ran flow moa.NaiveBayesMultinomial(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7845, f_measure: 0.6852, kappa: 0.3721, kb_relative_information_score: 120357.3027, mean_absolute_error: 0.4526, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6992, predictive_accuracy: 0.6923, prior_entropy: 1, recall: 0.6923, relative_absolute_error: 0.9052, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4611, root_relative_squared_error: 0.9221,
Joaquin Vanschoren 9 years ago
ran flow moa.AMRulesRegressor(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2978, kb_relative_information_score: -65076, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, recall: 0.4675, relative_absolute_error: 1.0651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7298, root_relative_squared_error: 1.4595,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2978, kb_relative_information_score: -65076, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, recall: 0.4675, relative_absolute_error: 1.0651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7298, root_relative_squared_error: 1.4595,
Joaquin Vanschoren 9 years ago
ran flow moa.AdaHoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8076, kappa: 0.6132, kb_relative_information_score: 514152.9499, mean_absolute_error: 0.2564, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8077, predictive_accuracy: 0.8078, prior_entropy: 1, recall: 0.8078, relative_absolute_error: 0.5127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3784, root_relative_squared_error: 0.7569,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.8388, kappa: 0.676, kb_relative_information_score: 503608.6017, mean_absolute_error: 0.2679, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8394, predictive_accuracy: 0.8391, prior_entropy: 1, recall: 0.8391, relative_absolute_error: 0.5357, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3435, root_relative_squared_error: 0.687,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7982, f_measure: 0.7997, kappa: 0.5975, kb_relative_information_score: 599930, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7998, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4473, root_relative_squared_error: 0.8945,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7985, f_measure: 0.8, kappa: 0.598, kb_relative_information_score: 600432, mean_absolute_error: 0.1998, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, recall: 0.8002, relative_absolute_error: 0.3996, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.447, root_relative_squared_error: 0.8939,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.8122, kappa: 0.6237, kb_relative_information_score: 559214.994, mean_absolute_error: 0.2287, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8135, predictive_accuracy: 0.812, prior_entropy: 1, recall: 0.812, relative_absolute_error: 0.4573, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.7935,
Jan van Rijn 9 years ago
ran flow moa.StackingAttempt_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.8122, kappa: 0.6237, kb_relative_information_score: 559214.994, mean_absolute_error: 0.2287, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8135, predictive_accuracy: 0.812, prior_entropy: 1, recall: 0.812, relative_absolute_error: 0.4573, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.7935,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7657, f_measure: 0.7665, kappa: 0.5311, kb_relative_information_score: 532880, mean_absolute_error: 0.2336, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7666, predictive_accuracy: 0.7664, prior_entropy: 1, recall: 0.7664, relative_absolute_error: 0.4671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4833, root_relative_squared_error: 0.9666,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7657, f_measure: 0.7665, kappa: 0.5311, kb_relative_information_score: 532880, mean_absolute_error: 0.2336, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7666, predictive_accuracy: 0.7664, prior_entropy: 1, recall: 0.7664, relative_absolute_error: 0.4671, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4833, root_relative_squared_error: 0.9666,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7835, f_measure: 0.7848, kappa: 0.5675, kb_relative_information_score: 569728, mean_absolute_error: 0.2151, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7847, predictive_accuracy: 0.7849, prior_entropy: 1, recall: 0.7849, relative_absolute_error: 0.4303, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4638, root_relative_squared_error: 0.9277,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7972, f_measure: 0.7987, kappa: 0.5955, kb_relative_information_score: 597904, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7988, predictive_accuracy: 0.799, prior_entropy: 1, recall: 0.799, relative_absolute_error: 0.4021, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4484, root_relative_squared_error: 0.8968,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.7988, kappa: 0.5957, kb_relative_information_score: 598118, mean_absolute_error: 0.2009, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7989, predictive_accuracy: 0.7991, prior_entropy: 1, recall: 0.7991, relative_absolute_error: 0.4019, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4483, root_relative_squared_error: 0.8965,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7972, f_measure: 0.7988, kappa: 0.5955, kb_relative_information_score: 597966, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7989, predictive_accuracy: 0.799, prior_entropy: 1, recall: 0.799, relative_absolute_error: 0.402, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4483, root_relative_squared_error: 0.8967,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.7917, kappa: 0.5814, kb_relative_information_score: 583816, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7918, predictive_accuracy: 0.7919, prior_entropy: 1, recall: 0.7919, relative_absolute_error: 0.4162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4562, root_relative_squared_error: 0.9123,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.7917, kappa: 0.5814, kb_relative_information_score: 583816, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7918, predictive_accuracy: 0.7919, prior_entropy: 1, recall: 0.7919, relative_absolute_error: 0.4162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4562, root_relative_squared_error: 0.9123,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.8269, kappa: 0.652, kb_relative_information_score: 504302.3405, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8272, predictive_accuracy: 0.8272, prior_entropy: 1, recall: 0.8272, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3522, root_relative_squared_error: 0.7044,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7904, f_measure: 0.7918, kappa: 0.5816, kb_relative_information_score: 583980, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7918, predictive_accuracy: 0.792, prior_entropy: 1, recall: 0.792, relative_absolute_error: 0.416, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4561, root_relative_squared_error: 0.9122,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7904, f_measure: 0.7919, kappa: 0.5817, kb_relative_information_score: 584070, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7919, predictive_accuracy: 0.792, prior_entropy: 1, recall: 0.792, relative_absolute_error: 0.4159, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.456, root_relative_squared_error: 0.9121,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9036, f_measure: 0.8269, kappa: 0.652, kb_relative_information_score: 504302.3405, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8272, predictive_accuracy: 0.8272, prior_entropy: 1, recall: 0.8272, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3522, root_relative_squared_error: 0.7044,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7737, f_measure: 0.7747, kappa: 0.5474, kb_relative_information_score: 549442, mean_absolute_error: 0.2253, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7747, predictive_accuracy: 0.7747, prior_entropy: 1, recall: 0.7747, relative_absolute_error: 0.4506, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4746, root_relative_squared_error: 0.9493,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7982, f_measure: 0.7997, kappa: 0.5975, kb_relative_information_score: 599930, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7998, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.4001, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4473, root_relative_squared_error: 0.8945,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9025, f_measure: 0.826, kappa: 0.6503, kb_relative_information_score: 503702.6071, mean_absolute_error: 0.2664, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8263, predictive_accuracy: 0.8263, prior_entropy: 1, recall: 0.8263, relative_absolute_error: 0.5328, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3531, root_relative_squared_error: 0.7061,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.8386, kappa: 0.6754, kb_relative_information_score: 506228.6798, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.839, predictive_accuracy: 0.8389, prior_entropy: 1, recall: 0.8389, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.8386, kappa: 0.6754, kb_relative_information_score: 506228.6798, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.839, predictive_accuracy: 0.8389, prior_entropy: 1, recall: 0.8389, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.8386, kappa: 0.6754, kb_relative_information_score: 506228.6798, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.839, predictive_accuracy: 0.8389, prior_entropy: 1, recall: 0.8389, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7898, f_measure: 0.7912, kappa: 0.5804, kb_relative_information_score: 582670, mean_absolute_error: 0.2087, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7912, predictive_accuracy: 0.7913, prior_entropy: 1, recall: 0.7913, relative_absolute_error: 0.4173, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4568, root_relative_squared_error: 0.9136,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.8386, kappa: 0.6754, kb_relative_information_score: 506228.6798, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.839, predictive_accuracy: 0.8389, prior_entropy: 1, recall: 0.8389, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874,
Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9118, f_measure: 0.8357, kappa: 0.6697, kb_relative_information_score: 505092.8143, mean_absolute_error: 0.2663, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8362, predictive_accuracy: 0.836, prior_entropy: 1, recall: 0.836, relative_absolute_error: 0.5325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3459, root_relative_squared_error: 0.6918,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7972, f_measure: 0.7987, kappa: 0.5955, kb_relative_information_score: 597904, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7988, predictive_accuracy: 0.799, prior_entropy: 1, recall: 0.799, relative_absolute_error: 0.4021, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4484, root_relative_squared_error: 0.8968,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9013, f_measure: 0.8251, kappa: 0.6484, kb_relative_information_score: 503908.1386, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8254, predictive_accuracy: 0.8254, prior_entropy: 1, recall: 0.8254, relative_absolute_error: 0.5322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.7077,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, f_measure: 0.7917, kappa: 0.5814, kb_relative_information_score: 583816, mean_absolute_error: 0.2081, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7918, predictive_accuracy: 0.7919, prior_entropy: 1, recall: 0.7919, relative_absolute_error: 0.4162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4562, root_relative_squared_error: 0.9123,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.7988, kappa: 0.5957, kb_relative_information_score: 598110, mean_absolute_error: 0.2009, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7989, predictive_accuracy: 0.7991, prior_entropy: 1, recall: 0.7991, relative_absolute_error: 0.4019, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4483, root_relative_squared_error: 0.8965,
Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8556, f_measure: 0.8062, kappa: 0.6105, kb_relative_information_score: 529250.4941, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8063, predictive_accuracy: 0.8064, prior_entropy: 1, recall: 0.8064, relative_absolute_error: 0.4928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3887, root_relative_squared_error: 0.7773,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.8106, kappa: 0.6192, kb_relative_information_score: 475423.2911, mean_absolute_error: 0.2793, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8107, predictive_accuracy: 0.8108, prior_entropy: 1, recall: 0.8108, relative_absolute_error: 0.5586, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3656, root_relative_squared_error: 0.7313,
Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8441, f_measure: 0.7987, kappa: 0.5955, kb_relative_information_score: 502728.2161, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7988, predictive_accuracy: 0.799, prior_entropy: 1, recall: 0.799, relative_absolute_error: 0.5216, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3967, root_relative_squared_error: 0.7935,
Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8995, f_measure: 0.8246, kappa: 0.6473, kb_relative_information_score: 503501.8756, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8248, predictive_accuracy: 0.8248, prior_entropy: 1, recall: 0.8248, relative_absolute_error: 0.5322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3549, root_relative_squared_error: 0.7098,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8892, f_measure: 0.8103, kappa: 0.6188, kb_relative_information_score: 475259.9684, mean_absolute_error: 0.2794, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8105, predictive_accuracy: 0.8106, prior_entropy: 1, recall: 0.8106, relative_absolute_error: 0.5587, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3658, root_relative_squared_error: 0.7316,
Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.8106, kappa: 0.6193, kb_relative_information_score: 475430.2704, mean_absolute_error: 0.2793, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8108, predictive_accuracy: 0.8109, prior_entropy: 1, recall: 0.8109, relative_absolute_error: 0.5586, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3656, root_relative_squared_error: 0.7312,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8995, f_measure: 0.8246, kappa: 0.6473, kb_relative_information_score: 503501.8756, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8248, predictive_accuracy: 0.8248, prior_entropy: 1, recall: 0.8248, relative_absolute_error: 0.5322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3549, root_relative_squared_error: 0.7098,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.8202, kappa: 0.6385, kb_relative_information_score: 499366.0823, mean_absolute_error: 0.2676, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8204, predictive_accuracy: 0.8204, prior_entropy: 1, recall: 0.8204, relative_absolute_error: 0.5351, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.7195,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8487, f_measure: 0.7695, kappa: 0.5374, kb_relative_information_score: 332033.2098, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7698, predictive_accuracy: 0.7694, prior_entropy: 1, recall: 0.7694, relative_absolute_error: 0.7033, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4031, root_relative_squared_error: 0.8062,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8433, f_measure: 0.7555, kappa: 0.5112, kb_relative_information_score: 497720.8322, mean_absolute_error: 0.2529, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7585, predictive_accuracy: 0.7553, prior_entropy: 1, recall: 0.7553, relative_absolute_error: 0.5057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4476, root_relative_squared_error: 0.8952,
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(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8374, f_measure: 0.7913, kappa: 0.5806, kb_relative_information_score: 576699.1184, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7914, predictive_accuracy: 0.7916, prior_entropy: 1, recall: 0.7916, relative_absolute_error: 0.4247, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4261, root_relative_squared_error: 0.8522,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_Perceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8555, f_measure: 0.7766, kappa: 0.5509, kb_relative_information_score: 515144.5776, mean_absolute_error: 0.2472, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7767, predictive_accuracy: 0.7769, prior_entropy: 1, recall: 0.7769, relative_absolute_error: 0.4945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4122, root_relative_squared_error: 0.8243,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... AClassifier_VotedPerceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8227, f_measure: 0.7622, kappa: 0.5219, kb_relative_information_score: 523009.6893, mean_absolute_error: 0.2391, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7628, predictive_accuracy: 0.7628, prior_entropy: 1, recall: 0.7628, relative_absolute_error: 0.4781, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4512, root_relative_squared_error: 0.9023,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8002, f_measure: 0.7109, kappa: 0.4219, kb_relative_information_score: 190829.2462, mean_absolute_error: 0.42, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7222, predictive_accuracy: 0.7161, prior_entropy: 1, recall: 0.7161, relative_absolute_error: 0.8401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4417, root_relative_squared_error: 0.8835,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, f_measure: 0.8, kappa: 0.5983, kb_relative_information_score: 473919.2432, mean_absolute_error: 0.2768, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8, predictive_accuracy: 0.8001, prior_entropy: 1, recall: 0.8001, relative_absolute_error: 0.5536, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3734, root_relative_squared_error: 0.7468,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8227, kappa: 0.6437, kb_relative_information_score: 509685.7837, mean_absolute_error: 0.2595, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.823, predictive_accuracy: 0.823, prior_entropy: 1, recall: 0.823, relative_absolute_error: 0.519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.355, root_relative_squared_error: 0.7099,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8686, f_measure: 0.7572, kappa: 0.5122, kb_relative_information_score: 480463.0561, mean_absolute_error: 0.2675, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7571, predictive_accuracy: 0.7573, prior_entropy: 1, recall: 0.7573, relative_absolute_error: 0.5349, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3947, root_relative_squared_error: 0.7894,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8433, f_measure: 0.7555, kappa: 0.5112, kb_relative_information_score: 497754.6968, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7585, predictive_accuracy: 0.7553, prior_entropy: 1, recall: 0.7553, relative_absolute_error: 0.5057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4477, root_relative_squared_error: 0.8954,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7182, f_measure: 0.7208, kappa: 0.4406, kb_relative_information_score: 449528.618, mean_absolute_error: 0.2752, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.729, predictive_accuracy: 0.7247, prior_entropy: 1, recall: 0.7247, relative_absolute_error: 0.5505, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5243, root_relative_squared_error: 1.0487,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7391, f_measure: 0.6977, kappa: 0.3938, kb_relative_information_score: 357355.9616, mean_absolute_error: 0.3255, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6985, predictive_accuracy: 0.6975, prior_entropy: 1, recall: 0.6975, relative_absolute_error: 0.6511, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4913, root_relative_squared_error: 0.9826,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7096, f_measure: 0.7057, kappa: 0.4089, kb_relative_information_score: 411457.947, mean_absolute_error: 0.2943, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7057, predictive_accuracy: 0.7057, prior_entropy: 1, recall: 0.7057, relative_absolute_error: 0.5886, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5417, root_relative_squared_error: 1.0834,
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(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8599, f_measure: 0.7971, kappa: 0.5922, kb_relative_information_score: 577051.8376, mean_absolute_error: 0.2134, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7971, predictive_accuracy: 0.7972, prior_entropy: 1, recall: 0.7972, relative_absolute_error: 0.4268, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4052, root_relative_squared_error: 0.8104,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7246, f_measure: 0.7103, kappa: 0.4181, kb_relative_information_score: 219886.9584, mean_absolute_error: 0.4082, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7135, predictive_accuracy: 0.7126, prior_entropy: 1, recall: 0.7126, relative_absolute_error: 0.8164, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4496, root_relative_squared_error: 0.8992,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6146, f_measure: 0.6168, kappa: 0.2297, kb_relative_information_score: 234580, mean_absolute_error: 0.3827, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6166, predictive_accuracy: 0.6173, prior_entropy: 1, recall: 0.6173, relative_absolute_error: 0.7654, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6186, root_relative_squared_error: 1.2373,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8557, f_measure: 0.7529, kappa: 0.5034, kb_relative_information_score: 425257.4664, mean_absolute_error: 0.2993, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7529, predictive_accuracy: 0.7531, prior_entropy: 1, recall: 0.7531, relative_absolute_error: 0.5986, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.7925,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, f_measure: 0.7768, kappa: 0.5514, kb_relative_information_score: 516180.4986, mean_absolute_error: 0.2466, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7769, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.4932, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4125, root_relative_squared_error: 0.8249,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.76, f_measure: 0.7435, kappa: 0.4851, kb_relative_information_score: 383802.5979, mean_absolute_error: 0.3228, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7491, predictive_accuracy: 0.7461, prior_entropy: 1, recall: 0.7461, relative_absolute_error: 0.6457, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4423, root_relative_squared_error: 0.8846,
Jan van Rijn 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8429, f_measure: 0.7554, kappa: 0.511, kb_relative_information_score: 497149.2363, mean_absolute_error: 0.2532, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7584, predictive_accuracy: 0.7552, prior_entropy: 1, recall: 0.7552, relative_absolute_error: 0.5064, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4472, root_relative_squared_error: 0.8945,
Jan van Rijn 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6443, f_measure: 0.5829, kappa: 0.2313, kb_relative_information_score: 98828.0225, mean_absolute_error: 0.4579, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6576, predictive_accuracy: 0.6041, prior_entropy: 1, recall: 0.6041, relative_absolute_error: 0.9159, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4787, root_relative_squared_error: 0.9575,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8614, f_measure: 0.8093, kappa: 0.6168, kb_relative_information_score: 539830.7195, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8093, predictive_accuracy: 0.8095, prior_entropy: 1, recall: 0.8095, relative_absolute_error: 0.4814, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.7694,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.719, f_measure: 0.7094, kappa: 0.4158, kb_relative_information_score: 417228.6904, mean_absolute_error: 0.2923, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7106, predictive_accuracy: 0.7107, prior_entropy: 1, recall: 0.7107, relative_absolute_error: 0.5846, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5243, root_relative_squared_error: 1.0486,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6587, f_measure: 0.661, kappa: 0.321, kb_relative_information_score: 332244, mean_absolute_error: 0.3339, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6679, predictive_accuracy: 0.6661, prior_entropy: 1, ram_hours: 0, recall: 0.6661, relative_absolute_error: 0.6678, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5776, root_relative_squared_error: 1.1552, run_cpu_time: 20.7281,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8367, f_measure: 0.7535, kappa: 0.5057, kb_relative_information_score: 495907.332, mean_absolute_error: 0.2534, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7542, predictive_accuracy: 0.7533, prior_entropy: 1, ram_hours: 0, recall: 0.7533, relative_absolute_error: 0.5069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4544, root_relative_squared_error: 0.9087, run_cpu_time: 45.959,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8264, f_measure: 0.7475, kappa: 0.4962, kb_relative_information_score: 326963.8382, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7522, predictive_accuracy: 0.7473, prior_entropy: 1, ram_hours: 0.0066, recall: 0.7473, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4132, root_relative_squared_error: 0.8265, run_cpu_time: 27536.8535,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7472, f_measure: 0.7324, kappa: 0.4621, kb_relative_information_score: 367223.9594, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7349, predictive_accuracy: 0.7341, prior_entropy: 1, ram_hours: 0, recall: 0.7341, relative_absolute_error: 0.6594, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.46, root_relative_squared_error: 0.9201, run_cpu_time: 21.5693,
Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7774, f_measure: 0.7787, kappa: 0.5554, kb_relative_information_score: 557696, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7787, predictive_accuracy: 0.7788, prior_entropy: 1, ram_hours: 0, recall: 0.7788, relative_absolute_error: 0.4423, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4703, root_relative_squared_error: 0.9405, run_cpu_time: 20.2655,
Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8433, f_measure: 0.7555, kappa: 0.5112, kb_relative_information_score: 497759.0352, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7585, predictive_accuracy: 0.7553, prior_entropy: 1, ram_hours: 0, recall: 0.7553, relative_absolute_error: 0.5057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4477, root_relative_squared_error: 0.8954, run_cpu_time: 33.4343,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.8, kappa: 0.5979, kb_relative_information_score: 501705.9623, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8002, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.7922, run_cpu_time: 54.0077,
Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.8315, kappa: 0.6613, kb_relative_information_score: 499548.0317, mean_absolute_error: 0.2686, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8319, predictive_accuracy: 0.8318, prior_entropy: 1, ram_hours: 0.082, recall: 0.8318, relative_absolute_error: 0.5373, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3502, root_relative_squared_error: 0.7004, run_cpu_time: 1052.0299,
Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8389, f_measure: 0.7621, kappa: 0.5221, kb_relative_information_score: 260216.1509, mean_absolute_error: 0.3889, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7621, predictive_accuracy: 0.7622, prior_entropy: 1, ram_hours: 0.0658, recall: 0.7622, relative_absolute_error: 0.7779, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4188, root_relative_squared_error: 0.8376, run_cpu_time: 1679.3426,
Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2978, kb_relative_information_score: -65076, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, ram_hours: 0.1518, recall: 0.4675, relative_absolute_error: 1.0651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7298, root_relative_squared_error: 1.4595, run_cpu_time: 693.7735,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.719, f_measure: 0.7094, kappa: 0.4158, kb_relative_information_score: 417228.6904, mean_absolute_error: 0.2923, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7106, predictive_accuracy: 0.7107, prior_entropy: 1, ram_hours: 0, recall: 0.7107, relative_absolute_error: 0.5846, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5243, root_relative_squared_error: 1.0486, run_cpu_time: 19.7,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.8, kappa: 0.5979, kb_relative_information_score: 501705.9623, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8002, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.7922, run_cpu_time: 57.01,
Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7817, f_measure: 0.6889, kappa: 0.3806, kb_relative_information_score: 304786.3313, mean_absolute_error: 0.3564, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7059, predictive_accuracy: 0.6968, prior_entropy: 1, ram_hours: 0.4007, recall: 0.6968, relative_absolute_error: 0.7127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4315, root_relative_squared_error: 0.8631, run_cpu_time: 2181.84,
Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.3701, kappa: -0, kb_relative_information_score: 5945.5761, mean_absolute_error: 0.4979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4654, predictive_accuracy: 0.5325, prior_entropy: 1, ram_hours: 0, recall: 0.5325, relative_absolute_error: 0.9957, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4989, root_relative_squared_error: 0.9979, run_cpu_time: 21.86,
Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.7551, kappa: 0.5078, kb_relative_information_score: 364026.5069, mean_absolute_error: 0.3334, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7551, predictive_accuracy: 0.7554, prior_entropy: 1, ram_hours: 0, recall: 0.7554, relative_absolute_error: 0.6668, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4145, root_relative_squared_error: 0.829, run_cpu_time: 23.1661,
Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.8235, kappa: 0.6452, kb_relative_information_score: 502851.9, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8238, predictive_accuracy: 0.8238, prior_entropy: 1, ram_hours: 0.0057, recall: 0.8238, relative_absolute_error: 0.5323, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3566, root_relative_squared_error: 0.7133, run_cpu_time: 315.6671,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7851, f_measure: 0.7869, kappa: 0.5716, kb_relative_information_score: 575060, mean_absolute_error: 0.2125, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7876, predictive_accuracy: 0.7875, prior_entropy: 1, ram_hours: 0, recall: 0.7875, relative_absolute_error: 0.4249, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4607, root_relative_squared_error: 0.9213, run_cpu_time: 26.05,
Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8247, f_measure: 0.7452, kappa: 0.4928, kb_relative_information_score: 326813.1473, mean_absolute_error: 0.3517, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7519, predictive_accuracy: 0.7453, prior_entropy: 1, ram_hours: 0.0002, recall: 0.7453, relative_absolute_error: 0.7034, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4135, root_relative_squared_error: 0.827, run_cpu_time: 1175.082,
Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7179, f_measure: 0.721, kappa: 0.4409, kb_relative_information_score: 449806, mean_absolute_error: 0.2751, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7292, predictive_accuracy: 0.7249, prior_entropy: 1, ram_hours: 0, recall: 0.7249, relative_absolute_error: 0.5502, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5245, root_relative_squared_error: 1.049, run_cpu_time: 19.8457,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.84, f_measure: 0.7977, kappa: 0.5935, kb_relative_information_score: 500189.7023, mean_absolute_error: 0.262, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7978, predictive_accuracy: 0.7979, prior_entropy: 1, ram_hours: 0.0005, recall: 0.7979, relative_absolute_error: 0.5241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3992, root_relative_squared_error: 0.7984, run_cpu_time: 171.92,
Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5021, kappa: -0.0001, kb_relative_information_score: 4142, mean_absolute_error: 0.4979, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5021, predictive_accuracy: 0.5021, prior_entropy: 1, ram_hours: 0, recall: 0.5021, relative_absolute_error: 0.9959, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7056, root_relative_squared_error: 1.4113, run_cpu_time: 17.0346,
Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.2978, kb_relative_information_score: -64950, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, ram_hours: 0.0074, recall: 0.4675, relative_absolute_error: 1.065, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7295, root_relative_squared_error: 1.4591, run_cpu_time: 91.94,
Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2978, kb_relative_information_score: -65076, mean_absolute_error: 0.5325, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.2185, predictive_accuracy: 0.4675, prior_entropy: 1, ram_hours: 0, recall: 0.4675, relative_absolute_error: 1.0651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7298, root_relative_squared_error: 1.4595, run_cpu_time: 21.8248,
Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9039, f_measure: 0.8281, kappa: 0.6546, kb_relative_information_score: 295903.7719, mean_absolute_error: 0.3766, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8281, predictive_accuracy: 0.8281, prior_entropy: 1, ram_hours: 0.0068, recall: 0.8281, relative_absolute_error: 0.7531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.795, run_cpu_time: 375.6687,
Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.8228, kappa: 0.6437, kb_relative_information_score: 501467.8469, mean_absolute_error: 0.2668, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.823, predictive_accuracy: 0.823, prior_entropy: 1, ram_hours: 0.0079, recall: 0.823, relative_absolute_error: 0.5337, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3573, root_relative_squared_error: 0.7146, run_cpu_time: 451.37,

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(sonar) (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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