Study
Heterogeneous Ensembles for Data Streams

Heterogeneous Ensembles for Data Streams

Created 21-02-2019 by Jan van Rijn Visibility: public
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Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 0.978, kappa: 0.7469, kb_relative_information_score: 382700.7925, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.98, predictive_accuracy: 0.9801, prior_entropy: 1, recall: 0.9801, relative_absolute_error: 0.0451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1033, root_relative_squared_error: 0.2067,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 0.978, kappa: 0.7469, kb_relative_information_score: 382700.7925, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.98, predictive_accuracy: 0.9801, prior_entropy: 1, recall: 0.9801, relative_absolute_error: 0.0451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1033, root_relative_squared_error: 0.2067,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9781, kappa: 0.7476, kb_relative_information_score: 379087.2066, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9802, predictive_accuracy: 0.9802, prior_entropy: 1, recall: 0.9802, relative_absolute_error: 0.0542, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1157, root_relative_squared_error: 0.2313,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.8128, kappa: 0.7896, kb_relative_information_score: 730156.3291, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8307, predictive_accuracy: 0.8106, prior_entropy: 3.3219, recall: 0.8106, relative_absolute_error: 0.4334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.6015,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.8456, kappa: 0.829, kb_relative_information_score: 794547.7031, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8459, predictive_accuracy: 0.8461, prior_entropy: 3.3219, recall: 0.8461, relative_absolute_error: 0.3238, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1594, root_relative_squared_error: 0.5312,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9026, kappa: 0.851, kb_relative_information_score: 664864.856, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9108, predictive_accuracy: 0.9029, prior_entropy: 1.585, recall: 0.9029, relative_absolute_error: 0.4161, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2888, root_relative_squared_error: 0.6126,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 0.978, kappa: 0.7469, kb_relative_information_score: 382700.7925, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.98, predictive_accuracy: 0.9801, prior_entropy: 1, recall: 0.9801, relative_absolute_error: 0.0451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1033, root_relative_squared_error: 0.2067,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9935, kappa: 0.93, kb_relative_information_score: 386450.2783, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9935, predictive_accuracy: 0.9936, prior_entropy: 1, recall: 0.9936, relative_absolute_error: 0.036, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.1778,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9935, kappa: 0.93, kb_relative_information_score: 386450.2783, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9935, predictive_accuracy: 0.9936, prior_entropy: 1, recall: 0.9936, relative_absolute_error: 0.036, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.1778,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 0.978, kappa: 0.7469, kb_relative_information_score: 382700.7925, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.98, predictive_accuracy: 0.9801, prior_entropy: 1, recall: 0.9801, relative_absolute_error: 0.0451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1033, root_relative_squared_error: 0.2067,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9935, kappa: 0.93, kb_relative_information_score: 386450.2783, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9935, predictive_accuracy: 0.9936, prior_entropy: 1, recall: 0.9936, relative_absolute_error: 0.036, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.1778,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 0.978, kappa: 0.7469, kb_relative_information_score: 382700.7925, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.98, predictive_accuracy: 0.9801, prior_entropy: 1, recall: 0.9801, relative_absolute_error: 0.0451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1033, root_relative_squared_error: 0.2067,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9741, kappa: 0.6959, kb_relative_information_score: 363722.7706, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9776, predictive_accuracy: 0.9772, prior_entropy: 1, recall: 0.9772, relative_absolute_error: 0.1037, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.2576,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 0.978, kappa: 0.7469, kb_relative_information_score: 382700.7925, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.98, predictive_accuracy: 0.9801, prior_entropy: 1, recall: 0.9801, relative_absolute_error: 0.0451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1033, root_relative_squared_error: 0.2067,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9935, kappa: 0.93, kb_relative_information_score: 386450.2783, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9935, predictive_accuracy: 0.9936, prior_entropy: 1, recall: 0.9936, relative_absolute_error: 0.036, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.1778,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.8128, kappa: 0.7896, kb_relative_information_score: 730156.3291, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8307, predictive_accuracy: 0.8106, prior_entropy: 3.3219, recall: 0.8106, relative_absolute_error: 0.4334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.6015,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.8456, kappa: 0.829, kb_relative_information_score: 794547.7031, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8459, predictive_accuracy: 0.8461, prior_entropy: 3.3219, recall: 0.8461, relative_absolute_error: 0.3238, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1594, root_relative_squared_error: 0.5312,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9741, kappa: 0.6959, kb_relative_information_score: 363722.7706, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9776, predictive_accuracy: 0.9772, prior_entropy: 1, recall: 0.9772, relative_absolute_error: 0.1037, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.2576,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) 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: 0.978, kappa: 0.7469, kb_relative_information_score: 382700.7925, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.98, predictive_accuracy: 0.9801, prior_entropy: 1, recall: 0.9801, relative_absolute_error: 0.0451, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1033, root_relative_squared_error: 0.2067,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9935, kappa: 0.93, kb_relative_information_score: 386450.2783, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9935, predictive_accuracy: 0.9936, prior_entropy: 1, recall: 0.9936, relative_absolute_error: 0.036, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.1778,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9298, kappa: 0.8931, kb_relative_information_score: 762045.0307, mean_absolute_error: 0.1365, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9304, predictive_accuracy: 0.9297, prior_entropy: 1.585, recall: 0.9297, relative_absolute_error: 0.307, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4941,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9927, kappa: 0.9223, kb_relative_information_score: 390652.9189, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9928, predictive_accuracy: 0.9929, prior_entropy: 1, recall: 0.9929, relative_absolute_error: 0.0249, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.1462,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.8463, kappa: 0.8298, kb_relative_information_score: 805699.458, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8464, predictive_accuracy: 0.8468, prior_entropy: 3.3219, recall: 0.8468, relative_absolute_error: 0.302, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.5253,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9935, kappa: 0.93, kb_relative_information_score: 386450.2783, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9935, predictive_accuracy: 0.9936, prior_entropy: 1, recall: 0.9936, relative_absolute_error: 0.036, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0889, root_relative_squared_error: 0.1778,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.8128, kappa: 0.7896, kb_relative_information_score: 730156.3291, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8307, predictive_accuracy: 0.8106, prior_entropy: 3.3219, recall: 0.8106, relative_absolute_error: 0.4334, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.6015,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9617, kappa: 0.5304, kb_relative_information_score: 351060.9143, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9692, predictive_accuracy: 0.9685, prior_entropy: 1, recall: 0.9685, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1511, root_relative_squared_error: 0.3021,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9741, kappa: 0.6959, kb_relative_information_score: 363722.7706, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9776, predictive_accuracy: 0.9772, prior_entropy: 1, recall: 0.9772, relative_absolute_error: 0.1037, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.2576,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.8456, kappa: 0.829, kb_relative_information_score: 794547.7031, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8459, predictive_accuracy: 0.8461, prior_entropy: 3.3219, recall: 0.8461, relative_absolute_error: 0.3238, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1594, root_relative_squared_error: 0.5312,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9781, kappa: 0.7476, kb_relative_information_score: 379087.2066, mean_absolute_error: 0.0271, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9802, predictive_accuracy: 0.9802, prior_entropy: 1, recall: 0.9802, relative_absolute_error: 0.0542, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1157, root_relative_squared_error: 0.2313,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9617, kappa: 0.5304, kb_relative_information_score: 351060.9143, mean_absolute_error: 0.0699, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9692, predictive_accuracy: 0.9685, prior_entropy: 1, recall: 0.9685, relative_absolute_error: 0.1399, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1511, root_relative_squared_error: 0.3021,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.8463, kappa: 0.8298, kb_relative_information_score: 805699.458, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8464, predictive_accuracy: 0.8468, prior_entropy: 3.3219, recall: 0.8468, relative_absolute_error: 0.302, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1576, root_relative_squared_error: 0.5253,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9026, kappa: 0.851, kb_relative_information_score: 664864.856, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9108, predictive_accuracy: 0.9029, prior_entropy: 1.585, recall: 0.9029, relative_absolute_error: 0.4161, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2888, root_relative_squared_error: 0.6126,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.9298, kappa: 0.8931, kb_relative_information_score: 762045.0307, mean_absolute_error: 0.1365, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9304, predictive_accuracy: 0.9297, prior_entropy: 1.585, recall: 0.9297, relative_absolute_error: 0.307, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4941,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9927, kappa: 0.9223, kb_relative_information_score: 390652.9189, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9928, predictive_accuracy: 0.9929, prior_entropy: 1, recall: 0.9929, relative_absolute_error: 0.0249, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.1462,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.8474, kappa: 0.8309, kb_relative_information_score: 825738.6114, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8473, predictive_accuracy: 0.8478, prior_entropy: 3.3219, recall: 0.8478, relative_absolute_error: 0.2636, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1555, root_relative_squared_error: 0.5183,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8098, f_measure: 0.5177, kappa: 0.0305, kb_relative_information_score: 40389.7933, mean_absolute_error: 0.3302, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.7254, predictive_accuracy: 0.6461, prior_entropy: 1, recall: 0.6461, relative_absolute_error: 0.6605, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4878, root_relative_squared_error: 0.9757,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.9492, kappa: 0.8848, kb_relative_information_score: 898452, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9492, predictive_accuracy: 0.9492, prior_entropy: 1, recall: 0.9492, relative_absolute_error: 0.1015, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2253, root_relative_squared_error: 0.4507,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9576, f_measure: 0.8729, kappa: 0.811, kb_relative_information_score: 717741.3035, mean_absolute_error: 0.1545, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8752, predictive_accuracy: 0.8739, prior_entropy: 1.585, recall: 0.8739, relative_absolute_error: 0.3477, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.5615,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9217, kappa: 0.9127, kb_relative_information_score: 807602.2151, mean_absolute_error: 0.0627, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9244, predictive_accuracy: 0.9214, prior_entropy: 3.3219, recall: 0.9214, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1432, root_relative_squared_error: 0.4774,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.591, f_measure: 0.5859, kappa: 0.1785, kb_relative_information_score: 295648.0528, mean_absolute_error: 0.3549, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7225, predictive_accuracy: 0.662, prior_entropy: 1, recall: 0.662, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5684, root_relative_squared_error: 1.1369,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, f_measure: 0.8296, kappa: 0.7945, kb_relative_information_score: 740164.6616, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8335, predictive_accuracy: 0.8343, prior_entropy: 2.585, recall: 0.8343, relative_absolute_error: 0.3575, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.5637,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.9088, kappa: 0.7829, kb_relative_information_score: 799903.0451, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9203, predictive_accuracy: 0.9207, prior_entropy: 2.585, recall: 0.9207, relative_absolute_error: 0.3245, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1702, root_relative_squared_error: 0.4568,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9199, kappa: 0.8246, kb_relative_information_score: 762927.2366, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9207, predictive_accuracy: 0.9206, prior_entropy: 1, recall: 0.9206, relative_absolute_error: 0.2548, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2461, root_relative_squared_error: 0.4922,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.8487, kappa: 0.8231, kb_relative_information_score: 748833.6534, mean_absolute_error: 0.0881, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8529, predictive_accuracy: 0.8483, prior_entropy: 2.8074, recall: 0.8483, relative_absolute_error: 0.3596, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.5628,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9448, f_measure: 0.7496, kappa: 0.418, kb_relative_information_score: 525643.6354, mean_absolute_error: 0.2446, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8301, predictive_accuracy: 0.7852, prior_entropy: 1, recall: 0.7852, relative_absolute_error: 0.4893, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3567, root_relative_squared_error: 0.7133,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.4979, kappa: 0.4508, kb_relative_information_score: 451534.7316, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5278, predictive_accuracy: 0.5007, prior_entropy: 3.4594, recall: 0.5007, relative_absolute_error: 0.7525, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2469, root_relative_squared_error: 0.8589,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7516, f_measure: 0.7194, kappa: 0.3036, kb_relative_information_score: 444836.1541, mean_absolute_error: 0.2851, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7537, predictive_accuracy: 0.7574, prior_entropy: 1, recall: 0.7574, relative_absolute_error: 0.5703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4246, root_relative_squared_error: 0.8491,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.7944, kappa: 0.7704, kb_relative_information_score: 679508.2259, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8062, predictive_accuracy: 0.7935, prior_entropy: 3.3219, recall: 0.7935, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.6411,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8243, f_measure: 0.7543, kappa: 0.501, kb_relative_information_score: 407050.8134, mean_absolute_error: 0.3228, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7542, predictive_accuracy: 0.7545, prior_entropy: 1, recall: 0.7545, relative_absolute_error: 0.6457, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4097, root_relative_squared_error: 0.8193,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.8394, kappa: 0.6825, kb_relative_information_score: 60719.8341, mean_absolute_error: 0.1993, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8579, predictive_accuracy: 0.8413, prior_entropy: 1, recall: 0.8413, relative_absolute_error: 0.3985, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3611, root_relative_squared_error: 0.7222,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.4514, kappa: 0.426, kb_relative_information_score: 452442.4214, mean_absolute_error: 0.0572, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5105, predictive_accuracy: 0.4481, prior_entropy: 4.7004, recall: 0.4481, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.8899,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8759, f_measure: 0.8056, kappa: 0.6091, kb_relative_information_score: 522276.5581, mean_absolute_error: 0.248, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8059, predictive_accuracy: 0.8059, prior_entropy: 1, recall: 0.8059, relative_absolute_error: 0.4959, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3757, root_relative_squared_error: 0.7514,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.9237, kappa: 0.8262, kb_relative_information_score: 349815.4805, mean_absolute_error: 0.1551, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9257, predictive_accuracy: 0.925, prior_entropy: 1, recall: 0.925, relative_absolute_error: 0.3102, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2547, root_relative_squared_error: 0.5094,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Stagger3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 998059.6014, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0135, root_relative_squared_error: 0.0271,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 946643.4524, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0751, root_relative_squared_error: 0.1502,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 0.9998, kb_relative_information_score: 995363.0156, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.024, root_relative_squared_error: 0.0481,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.7717, kappa: 0.7471, kb_relative_information_score: 600601.7569, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7796, predictive_accuracy: 0.7774, prior_entropy: 3.1699, recall: 0.7774, relative_absolute_error: 0.5988, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2224, root_relative_squared_error: 0.7076,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8893, f_measure: 0.8492, kappa: 0.5042, kb_relative_information_score: 679043.3972, mean_absolute_error: 0.1657, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8758, predictive_accuracy: 0.8697, prior_entropy: 1, recall: 0.8697, relative_absolute_error: 0.3315, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.314, root_relative_squared_error: 0.6279,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7066, f_measure: 0.62, kappa: 0.2614, kb_relative_information_score: 133582.2455, mean_absolute_error: 0.3825, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6861, predictive_accuracy: 0.6551, prior_entropy: 1, recall: 0.6551, relative_absolute_error: 0.765, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4946, root_relative_squared_error: 0.9892,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9565, f_measure: 0.7715, kappa: 0.7251, kb_relative_information_score: 677258.9, mean_absolute_error: 0.1216, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7875, predictive_accuracy: 0.7869, prior_entropy: 2.585, recall: 0.7869, relative_absolute_error: 0.4377, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.6158,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8245, f_measure: 0.6081, kappa: 0.4851, kb_relative_information_score: 402313.0172, mean_absolute_error: 0.2698, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6207, predictive_accuracy: 0.6143, prior_entropy: 2, recall: 0.6143, relative_absolute_error: 0.7194, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3708, root_relative_squared_error: 0.8564,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9159, kappa: 0.8942, kb_relative_information_score: 808487.9506, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.917, predictive_accuracy: 0.9197, prior_entropy: 2.8074, recall: 0.9197, relative_absolute_error: 0.2969, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.163, root_relative_squared_error: 0.4658,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.967, kappa: 0.9588, kb_relative_information_score: 848841.7169, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9695, predictive_accuracy: 0.9671, prior_entropy: 2.585, recall: 0.9671, relative_absolute_error: 0.2557, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1438, root_relative_squared_error: 0.3857,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9121, f_measure: 0.8917, kappa: 0.6538, kb_relative_information_score: 733225.2925, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8968, predictive_accuracy: 0.8989, prior_entropy: 1, recall: 0.8989, relative_absolute_error: 0.2795, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2808, root_relative_squared_error: 0.5616,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8398, f_measure: 0.8362, kappa: 0.5344, kb_relative_information_score: 22491.5428, mean_absolute_error: 0.2935, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8354, predictive_accuracy: 0.8434, prior_entropy: 1, recall: 0.8434, relative_absolute_error: 0.5871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.353, root_relative_squared_error: 0.7059,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7475, f_measure: 0.7068, kappa: 0.3378, kb_relative_information_score: 15790.6818, mean_absolute_error: 0.3048, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.728, predictive_accuracy: 0.7321, prior_entropy: 1, recall: 0.7321, relative_absolute_error: 0.6096, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4509, root_relative_squared_error: 0.9018,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.8725, kappa: 0.7416, kb_relative_information_score: 591254.5258, mean_absolute_error: 0.221, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.873, predictive_accuracy: 0.8729, prior_entropy: 1, recall: 0.8729, relative_absolute_error: 0.442, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.6449,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8718, f_measure: 0.7492, kappa: 0.5832, kb_relative_information_score: 977747.622, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7642, predictive_accuracy: 0.7624, prior_entropy: 3.3219, recall: 0.7624, relative_absolute_error: 0.5178, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.6664,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8682, kappa: 0.7394, kb_relative_information_score: 805666.2885, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8721, predictive_accuracy: 0.8711, prior_entropy: 2.3219, recall: 0.8711, relative_absolute_error: 0.274, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5157,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.8739, kappa: 0.7438, kb_relative_information_score: 613894.4501, mean_absolute_error: 0.2073, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8763, predictive_accuracy: 0.8747, prior_entropy: 1, recall: 0.8747, relative_absolute_error: 0.4147, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.6375,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, f_measure: 0.8176, kappa: 0.7619, kb_relative_information_score: 625215.9858, mean_absolute_error: 0.1633, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8253, predictive_accuracy: 0.8168, prior_entropy: 2.3219, recall: 0.8168, relative_absolute_error: 0.5104, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2607, root_relative_squared_error: 0.6519,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6065, f_measure: 0.8562, kappa: 0.0486, kb_relative_information_score: 244432.566, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8553, predictive_accuracy: 0.9002, prior_entropy: 2.3219, recall: 0.9002, relative_absolute_error: 0.2354, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1966, root_relative_squared_error: 0.4915,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.8488, kappa: 0.8322, kb_relative_information_score: 846381.46, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8489, predictive_accuracy: 0.849, prior_entropy: 3.3219, recall: 0.849, relative_absolute_error: 0.2201, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1542, root_relative_squared_error: 0.5142,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.591, f_measure: 0.5859, kappa: 0.1785, kb_relative_information_score: 296895.7578, mean_absolute_error: 0.3543, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7225, predictive_accuracy: 0.662, prior_entropy: 1, recall: 0.662, relative_absolute_error: 0.7085, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5682, root_relative_squared_error: 1.1364,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8809, f_measure: 0.6645, kappa: 0.5701, kb_relative_information_score: 530633.694, mean_absolute_error: 0.1726, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6903, predictive_accuracy: 0.6974, prior_entropy: 2.585, recall: 0.6974, relative_absolute_error: 0.6213, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2793, root_relative_squared_error: 0.7493,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.928, kappa: 0.92, kb_relative_information_score: 877961.3841, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9284, predictive_accuracy: 0.928, prior_entropy: 3.3219, recall: 0.928, relative_absolute_error: 0.2149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.3817,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.8879, kappa: 0.7901, kb_relative_information_score: 792876.5059, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8926, predictive_accuracy: 0.8899, prior_entropy: 2, recall: 0.8899, relative_absolute_error: 0.2764, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.5053,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9284, kappa: 0.8413, kb_relative_information_score: 768571.998, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9318, predictive_accuracy: 0.9297, prior_entropy: 1, recall: 0.9297, relative_absolute_error: 0.2525, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2451, root_relative_squared_error: 0.4903,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6678, f_measure: 0.5168, kappa: 0.2528, kb_relative_information_score: 14011.4966, mean_absolute_error: 0.3697, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5165, predictive_accuracy: 0.5173, prior_entropy: 1.585, recall: 0.5173, relative_absolute_error: 0.8319, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4614, root_relative_squared_error: 0.9787,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, f_measure: 0.929, kappa: 0.8919, kb_relative_information_score: 801167.7167, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9294, predictive_accuracy: 0.929, prior_entropy: 1.585, recall: 0.929, relative_absolute_error: 0.2561, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.215, root_relative_squared_error: 0.4562,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9462, f_measure: 0.7778, kappa: 0.7178, kb_relative_information_score: 621003.9348, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7992, predictive_accuracy: 0.7836, prior_entropy: 2.3219, recall: 0.7836, relative_absolute_error: 0.5073, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.6592,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8066, f_measure: 0.3817, kappa: 0.2362, kb_relative_information_score: 354839.4866, mean_absolute_error: 0.2461, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5738, predictive_accuracy: 0.4461, prior_entropy: 2.3219, recall: 0.4461, relative_absolute_error: 0.7691, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3612, root_relative_squared_error: 0.903,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.8631, kappa: 0.7089, kb_relative_information_score: 629827.6764, mean_absolute_error: 0.197, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8642, predictive_accuracy: 0.8645, prior_entropy: 1, recall: 0.8645, relative_absolute_error: 0.3939, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.6827,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.7537, kappa: 0.6902, kb_relative_information_score: 607383.485, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7776, predictive_accuracy: 0.763, prior_entropy: 2.3219, recall: 0.763, relative_absolute_error: 0.5166, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2704, root_relative_squared_error: 0.6759,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.8093, kappa: 0.6084, kb_relative_information_score: 22913.6147, mean_absolute_error: 0.2588, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.829, predictive_accuracy: 0.8157, prior_entropy: 1, recall: 0.8157, relative_absolute_error: 0.5177, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3694, root_relative_squared_error: 0.7387,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8822, f_measure: 0.572, kappa: 0.4654, kb_relative_information_score: 450932.7294, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6641, predictive_accuracy: 0.5996, prior_entropy: 2.3219, recall: 0.5996, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.323, root_relative_squared_error: 0.8075,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8817, f_measure: 0.8662, kappa: 0.7155, kb_relative_information_score: 635613.8674, mean_absolute_error: 0.1941, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8673, predictive_accuracy: 0.8676, prior_entropy: 1, recall: 0.8676, relative_absolute_error: 0.3883, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3378, root_relative_squared_error: 0.6755,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.6882, kappa: 0.6577, kb_relative_information_score: 612020.6519, mean_absolute_error: 0.0998, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6928, predictive_accuracy: 0.692, prior_entropy: 3.3219, recall: 0.692, relative_absolute_error: 0.5547, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2221, root_relative_squared_error: 0.7403,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.9123, kappa: 0.8247, kb_relative_information_score: 858059.6683, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9124, predictive_accuracy: 0.9123, prior_entropy: 2.3219, recall: 0.9123, relative_absolute_error: 0.2002, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.4503,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.816, kappa: 0.6321, kb_relative_information_score: 781976.3983, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8161, predictive_accuracy: 0.816, prior_entropy: 2.3219, recall: 0.816, relative_absolute_error: 0.2941, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2274, root_relative_squared_error: 0.5686,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8296, f_measure: 0.6733, kappa: 0.4474, kb_relative_information_score: 571547.3155, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7081, predictive_accuracy: 0.709, prior_entropy: 3.3219, recall: 0.709, relative_absolute_error: 0.4757, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.6805,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9162, kappa: 0.8324, kb_relative_information_score: 772735.6921, mean_absolute_error: 0.1204, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9164, predictive_accuracy: 0.9162, prior_entropy: 1, recall: 0.9162, relative_absolute_error: 0.2408, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.247, root_relative_squared_error: 0.4939,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9013, kappa: 0.8922, kb_relative_information_score: 825261.0664, mean_absolute_error: 0.0342, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.909, predictive_accuracy: 0.9016, prior_entropy: 4.2479, recall: 0.9016, relative_absolute_error: 0.343, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.4984,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8051, kappa: 0.687, kb_relative_information_score: 456476.3781, mean_absolute_error: 0.0793, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8148, predictive_accuracy: 0.8119, prior_entropy: 2.8074, recall: 0.8119, relative_absolute_error: 0.3238, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1946, root_relative_squared_error: 0.5561,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.8359, kappa: 0.8002, kb_relative_information_score: 771264.8681, mean_absolute_error: 0.0856, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8379, predictive_accuracy: 0.8388, prior_entropy: 2.585, recall: 0.8388, relative_absolute_error: 0.3082, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2024, root_relative_squared_error: 0.5432,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.5177, kappa: 0.0305, kb_relative_information_score: 45976.3863, mean_absolute_error: 0.3063, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.7254, predictive_accuracy: 0.6461, prior_entropy: 1, recall: 0.6461, relative_absolute_error: 0.6125, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.455, root_relative_squared_error: 0.91,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.9292, kappa: 0.858, kb_relative_information_score: 788456.1462, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9292, predictive_accuracy: 0.9292, prior_entropy: 1, recall: 0.9292, relative_absolute_error: 0.2276, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2385, root_relative_squared_error: 0.477,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(9) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 1, kappa: 0.9999, kb_relative_information_score: 395426.5659, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0.0115, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0526, root_relative_squared_error: 0.1052,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9531, kappa: 0.9012, kb_relative_information_score: 115367.7343, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9531, predictive_accuracy: 0.9531, prior_entropy: 1, recall: 0.9531, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.3817,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(2) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.969, kappa: 0.938, kb_relative_information_score: 819294.4769, mean_absolute_error: 0.1042, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.97, predictive_accuracy: 0.9691, prior_entropy: 1, recall: 0.9691, relative_absolute_error: 0.2084, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1815, root_relative_squared_error: 0.3631,