Task
Supervised Data Stream Classification on RandomRBF_10_1E-3

Supervised Data Stream Classification on RandomRBF_10_1E-3

Task 195 Supervised Data Stream Classification RandomRBF_10_1E-3 287 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.8827, kappa: 0.8487, kb_relative_information_score: 866727.0755, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8832, predictive_accuracy: 0.883, prior_entropy: 2.3219, recall: 0.883, relative_absolute_error: 0.1463, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.5409,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9059, f_measure: 0.8545, kappa: 0.812, kb_relative_information_score: 834766.3961, mean_absolute_error: 0.058, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8545, predictive_accuracy: 0.8549, prior_entropy: 2.3219, recall: 0.8549, relative_absolute_error: 0.1814, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.6023,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7266, f_measure: 0.5833, kappa: 0.455, kb_relative_information_score: 526158.9312, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6022, predictive_accuracy: 0.5839, prior_entropy: 2.3219, recall: 0.5839, relative_absolute_error: 0.5202, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.408, root_relative_squared_error: 1.02,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8829, kappa: 0.8489, kb_relative_information_score: 866902.4271, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8831, prior_entropy: 2.3219, recall: 0.8831, relative_absolute_error: 0.1461, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.5406,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867177.9796, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867187.0888, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867188.2275, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8829, kappa: 0.8489, kb_relative_information_score: 866902.4271, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8831, prior_entropy: 2.3219, recall: 0.8831, relative_absolute_error: 0.1461, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.5406,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867190.5048, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867190.5048, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867188.2275, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867167.7318, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8836, predictive_accuracy: 0.8833, prior_entropy: 2.3219, recall: 0.8833, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.8668, kappa: 0.8281, kb_relative_information_score: 848713.6818, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8671, predictive_accuracy: 0.8671, prior_entropy: 2.3219, recall: 0.8671, relative_absolute_error: 0.1661, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.5763,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867188.2275, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867189.3661, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9307, f_measure: 0.8919, kappa: 0.8607, kb_relative_information_score: 877259.5591, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8922, predictive_accuracy: 0.8922, prior_entropy: 2.3219, recall: 0.8922, relative_absolute_error: 0.1347, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.5191,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867190.5048, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745717.3779, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2792, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8835, kappa: 0.8496, kb_relative_information_score: 867520.7123, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8837, prior_entropy: 2.3219, recall: 0.8837, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.5393,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6791, f_measure: 0.5072, kappa: 0.3615, kb_relative_information_score: 452774.2781, mean_absolute_error: 0.1922, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5215, predictive_accuracy: 0.5194, prior_entropy: 2.3219, recall: 0.5194, relative_absolute_error: 0.6007, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4384, root_relative_squared_error: 1.0961,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8463, f_measure: 0.762, kappa: 0.6962, kb_relative_information_score: 736217.6469, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7718, predictive_accuracy: 0.7683, prior_entropy: 2.3219, recall: 0.7683, relative_absolute_error: 0.2896, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3044, root_relative_squared_error: 0.761,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8613, f_measure: 0.7843, kappa: 0.725, kb_relative_information_score: 760597.2154, mean_absolute_error: 0.0841, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7918, predictive_accuracy: 0.7897, prior_entropy: 2.3219, recall: 0.7897, relative_absolute_error: 0.2628, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.29, root_relative_squared_error: 0.725,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, f_measure: 0.5075, kappa: 0.3618, kb_relative_information_score: 453042.9988, mean_absolute_error: 0.1921, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5222, predictive_accuracy: 0.5196, prior_entropy: 2.3219, recall: 0.5196, relative_absolute_error: 0.6004, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4383, root_relative_squared_error: 1.0959,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, f_measure: 0.5075, kappa: 0.3618, kb_relative_information_score: 453042.9988, mean_absolute_error: 0.1921, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5222, predictive_accuracy: 0.5196, prior_entropy: 2.3219, recall: 0.5196, relative_absolute_error: 0.6004, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4383, root_relative_squared_error: 1.0959,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8565, f_measure: 0.7769, kappa: 0.7161, kb_relative_information_score: 753254.0816, mean_absolute_error: 0.0867, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7872, predictive_accuracy: 0.7833, prior_entropy: 2.3219, recall: 0.7833, relative_absolute_error: 0.2709, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2944, root_relative_squared_error: 0.736,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6851, f_measure: 0.5206, kappa: 0.3756, kb_relative_information_score: 463991.0886, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5458, predictive_accuracy: 0.5293, prior_entropy: 2.3219, recall: 0.5293, relative_absolute_error: 0.5884, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4339, root_relative_squared_error: 1.0848,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, f_measure: 0.5075, kappa: 0.3618, kb_relative_information_score: 453044.1375, mean_absolute_error: 0.1921, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5222, predictive_accuracy: 0.5196, prior_entropy: 2.3219, recall: 0.5196, relative_absolute_error: 0.6004, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4383, root_relative_squared_error: 1.0959,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6792, f_measure: 0.5075, kappa: 0.3618, kb_relative_information_score: 453044.1375, mean_absolute_error: 0.1921, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5222, predictive_accuracy: 0.5196, prior_entropy: 2.3219, recall: 0.5196, relative_absolute_error: 0.6004, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4383, root_relative_squared_error: 1.0959,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7923, f_measure: 0.6772, kappa: 0.5848, kb_relative_information_score: 637779.3465, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6788, predictive_accuracy: 0.6819, prior_entropy: 2.3219, recall: 0.6819, relative_absolute_error: 0.3976, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3567, root_relative_squared_error: 0.8918,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8473, f_measure: 0.7651, kappa: 0.6957, kb_relative_information_score: 733697.8214, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7663, predictive_accuracy: 0.7661, prior_entropy: 2.3219, recall: 0.7661, relative_absolute_error: 0.2923, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3059, root_relative_squared_error: 0.7647,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8462, f_measure: 0.7617, kappa: 0.6921, kb_relative_information_score: 730199.8982, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7614, predictive_accuracy: 0.7631, prior_entropy: 2.3219, recall: 0.7631, relative_absolute_error: 0.2962, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3079, root_relative_squared_error: 0.7697,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7065, f_measure: 0.5516, kappa: 0.4213, kb_relative_information_score: 508235.4906, mean_absolute_error: 0.1728, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5872, predictive_accuracy: 0.5681, prior_entropy: 2.3219, recall: 0.5681, relative_absolute_error: 0.5399, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4156, root_relative_squared_error: 1.0391,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8837, kappa: 0.8499, kb_relative_information_score: 867776.9079, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8842, predictive_accuracy: 0.8839, prior_entropy: 2.3219, recall: 0.8839, relative_absolute_error: 0.1452, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.5388,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8837, kappa: 0.8499, kb_relative_information_score: 867778.0465, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8842, predictive_accuracy: 0.8839, prior_entropy: 2.3219, recall: 0.8839, relative_absolute_error: 0.1452, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.5388,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8837, kappa: 0.8499, kb_relative_information_score: 867778.0465, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8842, predictive_accuracy: 0.8839, prior_entropy: 2.3219, recall: 0.8839, relative_absolute_error: 0.1452, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.5388,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8837, kappa: 0.8499, kb_relative_information_score: 867778.0465, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8842, predictive_accuracy: 0.8839, prior_entropy: 2.3219, recall: 0.8839, relative_absolute_error: 0.1452, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2155, root_relative_squared_error: 0.5388,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8835, kappa: 0.8496, kb_relative_information_score: 867519.5737, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8837, prior_entropy: 2.3219, recall: 0.8837, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.5393,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8835, kappa: 0.8496, kb_relative_information_score: 867520.7123, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8837, prior_entropy: 2.3219, recall: 0.8837, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.5393,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867188.2275, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 831688.4636, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.2146, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.533,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.8444, kappa: 0.7989, kb_relative_information_score: 792761.8733, mean_absolute_error: 0.0859, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.845, predictive_accuracy: 0.8452, prior_entropy: 2.3219, recall: 0.8452, relative_absolute_error: 0.2685, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.5512,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.8251, kappa: 0.7742, kb_relative_information_score: 753044.5992, mean_absolute_error: 0.1031, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8286, predictive_accuracy: 0.827, prior_entropy: 2.3219, recall: 0.827, relative_absolute_error: 0.3221, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.5721,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.8046, kappa: 0.7482, kb_relative_information_score: 722290.4543, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8121, predictive_accuracy: 0.8077, prior_entropy: 2.3219, recall: 0.8077, relative_absolute_error: 0.3641, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2368, root_relative_squared_error: 0.5919,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9469, f_measure: 0.793, kappa: 0.7339, kb_relative_information_score: 696552.883, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8031, predictive_accuracy: 0.7971, prior_entropy: 2.3219, recall: 0.7971, relative_absolute_error: 0.3962, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2455, root_relative_squared_error: 0.6138,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, f_measure: 0.7949, kappa: 0.7367, kb_relative_information_score: 680121.6966, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8048, predictive_accuracy: 0.799, prior_entropy: 2.3219, recall: 0.799, relative_absolute_error: 0.4217, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.6154,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, f_measure: 0.7505, kappa: 0.6859, kb_relative_information_score: 604799.0467, mean_absolute_error: 0.1661, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7748, predictive_accuracy: 0.7598, prior_entropy: 2.3219, recall: 0.7598, relative_absolute_error: 0.5191, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.6781,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.7606, kappa: 0.6954, kb_relative_information_score: 661969.5586, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7756, predictive_accuracy: 0.768, prior_entropy: 2.3219, recall: 0.768, relative_absolute_error: 0.4326, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2628, root_relative_squared_error: 0.657,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.7788, kappa: 0.7171, kb_relative_information_score: 688127.8594, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7883, predictive_accuracy: 0.7839, prior_entropy: 2.3219, recall: 0.7839, relative_absolute_error: 0.3965, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2516, root_relative_squared_error: 0.6291,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.7969, kappa: 0.7394, kb_relative_information_score: 729046.4836, mean_absolute_error: 0.1109, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8038, predictive_accuracy: 0.8005, prior_entropy: 2.3219, recall: 0.8005, relative_absolute_error: 0.3465, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6017,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.8072, kappa: 0.7527, kb_relative_information_score: 779819.2633, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8139, predictive_accuracy: 0.8103, prior_entropy: 2.3219, recall: 0.8103, relative_absolute_error: 0.2813, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.5703,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867188.2275, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.8223, kappa: 0.7727, kb_relative_information_score: 825831.2285, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8346, predictive_accuracy: 0.8237, prior_entropy: 2.3219, recall: 0.8237, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.5438,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8835, kappa: 0.8496, kb_relative_information_score: 867520.7123, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8837, prior_entropy: 2.3219, recall: 0.8837, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.5393,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.891, kappa: 0.8594, kb_relative_information_score: 876140.2693, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8912, predictive_accuracy: 0.8912, prior_entropy: 2.3219, recall: 0.8912, relative_absolute_error: 0.136, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.5215,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8835, kappa: 0.8496, kb_relative_information_score: 867519.5737, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8837, prior_entropy: 2.3219, recall: 0.8837, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.5393,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8197, f_measure: 0.5396, kappa: 0.4074, kb_relative_information_score: 417298.8943, mean_absolute_error: 0.2091, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5837, predictive_accuracy: 0.5588, prior_entropy: 2.3219, recall: 0.5588, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.8212,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8835, kappa: 0.8496, kb_relative_information_score: 867518.4351, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8837, prior_entropy: 2.3219, recall: 0.8837, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.5393,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.8835, kappa: 0.8496, kb_relative_information_score: 867518.4351, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8837, prior_entropy: 2.3219, recall: 0.8837, relative_absolute_error: 0.1454, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.5393,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745727.6257, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745733.3189, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867189.3661, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745734.4576, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745734.4576, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745734.4576, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.7483, kappa: 0.6795, kb_relative_information_score: 589544.4618, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7765, predictive_accuracy: 0.7526, prior_entropy: 2.3219, recall: 0.7526, relative_absolute_error: 0.5355, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.28, root_relative_squared_error: 0.7,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.7701, kappa: 0.7075, kb_relative_information_score: 683729.8682, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7805, predictive_accuracy: 0.7759, prior_entropy: 2.3219, recall: 0.7759, relative_absolute_error: 0.4089, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.6603,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 831688.8946, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.2146, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.533,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.8388, kappa: 0.7915, kb_relative_information_score: 772559.4262, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8398, predictive_accuracy: 0.8396, prior_entropy: 2.3219, recall: 0.8396, relative_absolute_error: 0.3058, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.226, root_relative_squared_error: 0.5649,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.816, kappa: 0.7629, kb_relative_information_score: 728784.2091, mean_absolute_error: 0.1161, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.82, predictive_accuracy: 0.8182, prior_entropy: 2.3219, recall: 0.8182, relative_absolute_error: 0.3629, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.241, root_relative_squared_error: 0.6026,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9434, f_measure: 0.8152, kappa: 0.7621, kb_relative_information_score: 703559.5024, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8197, predictive_accuracy: 0.8174, prior_entropy: 2.3219, recall: 0.8174, relative_absolute_error: 0.4025, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2426, root_relative_squared_error: 0.6065,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9393, f_measure: 0.8019, kappa: 0.746, kb_relative_information_score: 741131.8621, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8106, predictive_accuracy: 0.8054, prior_entropy: 2.3219, recall: 0.8054, relative_absolute_error: 0.3435, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2433, root_relative_squared_error: 0.6082,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9429, f_measure: 0.8223, kappa: 0.7727, kb_relative_information_score: 825831.6592, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8346, predictive_accuracy: 0.8237, prior_entropy: 2.3219, recall: 0.8237, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.5438,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9247, f_measure: 0.8829, kappa: 0.8489, kb_relative_information_score: 866902.4271, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8834, predictive_accuracy: 0.8831, prior_entropy: 2.3219, recall: 0.8831, relative_absolute_error: 0.1461, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.5406,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867190.5048, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867190.5048, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Joaquin Vanschoren 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.6679, kappa: 0.5725, kb_relative_information_score: 543461.8066, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6697, predictive_accuracy: 0.673, prior_entropy: 2.3219, recall: 0.673, relative_absolute_error: 0.5503, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.7485,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.7617, kappa: 0.6921, kb_relative_information_score: 687967.5545, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7614, predictive_accuracy: 0.7631, prior_entropy: 2.3219, recall: 0.7631, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.6589,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867188.2275, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745734.4576, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.7617, kappa: 0.6921, kb_relative_information_score: 687967.5545, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7614, predictive_accuracy: 0.7631, prior_entropy: 2.3219, recall: 0.7631, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.6589,
Jan van Rijn 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.2271, kappa: 0.0004, kb_relative_information_score: 119943.2394, mean_absolute_error: 0.3092, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2271, predictive_accuracy: 0.2271, prior_entropy: 2.3219, recall: 0.2271, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.556, root_relative_squared_error: 1.3901,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.1385, kappa: -0, kb_relative_information_score: 104455.7694, mean_absolute_error: 0.3093, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0901, predictive_accuracy: 0.3001, prior_entropy: 2.3219, recall: 0.3001, relative_absolute_error: 0.9665, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.9831,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5451, f_measure: 0.0927, kappa: 0.0125, kb_relative_information_score: 124094.184, mean_absolute_error: 0.3172, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1437, predictive_accuracy: 0.1828, prior_entropy: 2.3219, recall: 0.1828, relative_absolute_error: 0.9914, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4988, root_relative_squared_error: 1.2469,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5028, f_measure: 0.0654, kappa: 0.0051, kb_relative_information_score: 57827.7746, mean_absolute_error: 0.331, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1471, predictive_accuracy: 0.1726, prior_entropy: 2.3219, recall: 0.1726, relative_absolute_error: 1.0343, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5753, root_relative_squared_error: 1.4383,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5427, f_measure: 0.0511, kappa: -0.0012, kb_relative_information_score: 117203.7825, mean_absolute_error: 0.3199, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.091, predictive_accuracy: 0.1661, prior_entropy: 2.3219, recall: 0.1661, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4942, root_relative_squared_error: 1.2354,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437,
Jan van Rijn 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9307, f_measure: 0.8919, kappa: 0.8607, kb_relative_information_score: 877261.8364, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8922, predictive_accuracy: 0.8922, prior_entropy: 2.3219, recall: 0.8922, relative_absolute_error: 0.1347, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.5191,
Joaquin Vanschoren 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.974, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 850702.9416, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1848, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.184, root_relative_squared_error: 0.46,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867187.0888, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8831, kappa: 0.8492, kb_relative_information_score: 867187.0888, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8837, predictive_accuracy: 0.8834, prior_entropy: 2.3219, recall: 0.8834, relative_absolute_error: 0.1458, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.216, root_relative_squared_error: 0.54,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745727.6257, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745733.3189, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745734.4576, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8547, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 745734.4576, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.2791, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.7472,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.7749, kappa: 0.7096, kb_relative_information_score: 699449.199, mean_absolute_error: 0.1172, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7746, predictive_accuracy: 0.7767, prior_entropy: 2.3219, recall: 0.7767, relative_absolute_error: 0.3664, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.6408,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.7483, kappa: 0.6795, kb_relative_information_score: 589544.4618, mean_absolute_error: 0.1714, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7765, predictive_accuracy: 0.7526, prior_entropy: 2.3219, recall: 0.7526, relative_absolute_error: 0.5355, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.28, root_relative_squared_error: 0.7,
Joaquin Vanschoren 9 years ago
ran flow moa.NaiveBayesMultinomial(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7243, f_measure: 0.2964, kappa: 0.1492, kb_relative_information_score: 142555.0693, mean_absolute_error: 0.3011, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3551, predictive_accuracy: 0.3885, prior_entropy: 2.3219, recall: 0.3885, relative_absolute_error: 0.9409, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3845, root_relative_squared_error: 0.9613,
Joaquin Vanschoren 9 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.8835, kappa: 0.8496, kb_relative_information_score: 851823.2304, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.884, predictive_accuracy: 0.8837, prior_entropy: 2.3219, recall: 0.8837, relative_absolute_error: 0.1819, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.4571,
Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8907, f_measure: 0.6893, kappa: 0.5983, kb_relative_information_score: 528118.287, mean_absolute_error: 0.1779, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6886, predictive_accuracy: 0.6905, prior_entropy: 2.3219, recall: 0.6905, relative_absolute_error: 0.556, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2931, root_relative_squared_error: 0.7328,
Joaquin Vanschoren 9 years ago
ran flow moa.AMRulesRegressor(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591,

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 RandomRBF_10_1E-3 (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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