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Supervised Data Stream Classification on BNG(anneal)

Supervised Data Stream Classification on BNG(anneal)

Task 2127 Supervised Data Stream Classification BNG(anneal) 189 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11
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Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.9444, kappa: 0.8629, kb_relative_information_score: 940363.0712, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9437, predictive_accuracy: 0.9459, prior_entropy: 2.585, recall: 0.9459, relative_absolute_error: 0.065, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.3604,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.941, kappa: 0.8541, kb_relative_information_score: 936814.3164, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9402, predictive_accuracy: 0.9427, prior_entropy: 2.585, recall: 0.9427, relative_absolute_error: 0.0688, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1383, root_relative_squared_error: 0.371,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8525, f_measure: 0.8903, kappa: 0.7191, kb_relative_information_score: 878345.2486, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8933, predictive_accuracy: 0.8896, prior_entropy: 2.585, recall: 0.8896, relative_absolute_error: 0.1325, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1919, root_relative_squared_error: 0.5148,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8406, f_measure: 0.8373, kappa: 0.6004, kb_relative_information_score: 797605.2931, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8732, predictive_accuracy: 0.8163, prior_entropy: 2.585, recall: 0.8163, relative_absolute_error: 0.2204, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.664,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.9445, kappa: 0.8632, kb_relative_information_score: 940425.8713, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9438, predictive_accuracy: 0.9459, prior_entropy: 2.585, recall: 0.9459, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.3602,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8633, kb_relative_information_score: 940504.0959, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.36,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8634, kb_relative_information_score: 940529.4363, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.3599,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8634, kb_relative_information_score: 940530.5381, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.3599,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.9445, kappa: 0.8632, kb_relative_information_score: 940425.8713, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9438, predictive_accuracy: 0.9459, prior_entropy: 2.585, recall: 0.9459, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.3602,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8633, kb_relative_information_score: 940495.2819, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.36,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8634, kb_relative_information_score: 940523.9275, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.3599,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.9443, kappa: 0.8626, kb_relative_information_score: 940252.8957, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9436, predictive_accuracy: 0.9458, prior_entropy: 2.585, recall: 0.9458, relative_absolute_error: 0.0651, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.3608,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.9439, kappa: 0.8617, kb_relative_information_score: 939843.0426, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9433, predictive_accuracy: 0.9454, prior_entropy: 2.585, recall: 0.9454, relative_absolute_error: 0.0655, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1349, root_relative_squared_error: 0.362,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.9235, kappa: 0.8089, kb_relative_information_score: 918137.3555, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9227, predictive_accuracy: 0.9257, prior_entropy: 2.585, recall: 0.9257, relative_absolute_error: 0.0892, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.4223,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9445, kappa: 0.8633, kb_relative_information_score: 940495.2819, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.36,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9445, kappa: 0.8633, kb_relative_information_score: 940496.3836, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.36,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8577, f_measure: 0.9027, kappa: 0.7593, kb_relative_information_score: 900568.7608, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.9098, prior_entropy: 2.585, recall: 0.9098, relative_absolute_error: 0.1083, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.4654,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7937, f_measure: 0.8722, kappa: 0.6852, kb_relative_information_score: 880991.6655, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8861, predictive_accuracy: 0.892, prior_entropy: 2.585, recall: 0.892, relative_absolute_error: 0.1296, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1898, root_relative_squared_error: 0.5092,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.9438, kappa: 0.861, kb_relative_information_score: 939050.8803, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9433, predictive_accuracy: 0.9447, prior_entropy: 2.585, recall: 0.9447, relative_absolute_error: 0.0664, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1358, root_relative_squared_error: 0.3644,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8109, f_measure: 0.8836, kappa: 0.7132, kb_relative_information_score: 889755.0296, mean_absolute_error: 0.0334, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8946, predictive_accuracy: 0.8999, prior_entropy: 2.585, recall: 0.8999, relative_absolute_error: 0.1201, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.4901,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.935, kappa: 0.8416, kb_relative_information_score: 930969.503, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9349, predictive_accuracy: 0.9373, prior_entropy: 2.585, recall: 0.9373, relative_absolute_error: 0.0752, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1445, root_relative_squared_error: 0.3878,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.9434, kappa: 0.8612, kb_relative_information_score: 940780.6366, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9443, predictive_accuracy: 0.9463, prior_entropy: 2.585, recall: 0.9463, relative_absolute_error: 0.0645, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1339, root_relative_squared_error: 0.3592,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9207, f_measure: 0.9381, kappa: 0.8549, kb_relative_information_score: 937378.4153, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9385, predictive_accuracy: 0.9432, prior_entropy: 2.585, recall: 0.9432, relative_absolute_error: 0.0682, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.3693,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.8644, kappa: 0.6586, kb_relative_information_score: 829288.4788, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8983, predictive_accuracy: 0.8451, prior_entropy: 2.585, recall: 0.8451, relative_absolute_error: 0.1859, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.6098,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.871, f_measure: 0.8649, kappa: 0.6598, kb_relative_information_score: 829418.486, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8993, predictive_accuracy: 0.8452, prior_entropy: 2.585, recall: 0.8452, relative_absolute_error: 0.1858, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2272, root_relative_squared_error: 0.6096,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.9378, kappa: 0.8511, kb_relative_information_score: 936046.3928, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9374, predictive_accuracy: 0.942, prior_entropy: 2.585, recall: 0.942, relative_absolute_error: 0.0697, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1391, root_relative_squared_error: 0.3732,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8836, f_measure: 0.868, kappa: 0.6688, kb_relative_information_score: 830399.0485, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9078, predictive_accuracy: 0.8461, prior_entropy: 2.585, recall: 0.8461, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.6078,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8834, f_measure: 0.868, kappa: 0.6686, kb_relative_information_score: 830407.8625, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9077, predictive_accuracy: 0.8461, prior_entropy: 2.585, recall: 0.8461, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.6078,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8836, f_measure: 0.868, kappa: 0.6688, kb_relative_information_score: 830395.7432, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9077, predictive_accuracy: 0.8461, prior_entropy: 2.585, recall: 0.8461, relative_absolute_error: 0.1847, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.6078,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8271, f_measure: 0.8833, kappa: 0.7064, kb_relative_information_score: 880783.4337, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8918, prior_entropy: 2.585, recall: 0.8918, relative_absolute_error: 0.1298, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.5096,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9344, f_measure: 0.9462, kappa: 0.8674, kb_relative_information_score: 941686.2797, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9458, predictive_accuracy: 0.9471, prior_entropy: 2.585, recall: 0.9471, relative_absolute_error: 0.0635, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1328, root_relative_squared_error: 0.3564,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.9438, kappa: 0.8611, kb_relative_information_score: 939081.7295, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9433, predictive_accuracy: 0.9447, prior_entropy: 2.585, recall: 0.9447, relative_absolute_error: 0.0664, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1358, root_relative_squared_error: 0.3643,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.836, f_measure: 0.855, kappa: 0.6346, kb_relative_information_score: 829481.2861, mean_absolute_error: 0.0516, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8729, predictive_accuracy: 0.8452, prior_entropy: 2.585, recall: 0.8452, relative_absolute_error: 0.1857, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2271, root_relative_squared_error: 0.6095,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.95, kappa: 0.877, kb_relative_information_score: 946529.5973, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9495, predictive_accuracy: 0.9515, prior_entropy: 2.585, recall: 0.9515, relative_absolute_error: 0.0582, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1272, root_relative_squared_error: 0.3413,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.9488, kappa: 0.8742, kb_relative_information_score: 945569.9682, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9485, predictive_accuracy: 0.9506, prior_entropy: 2.585, recall: 0.9506, relative_absolute_error: 0.0593, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1283, root_relative_squared_error: 0.3443,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.949, kappa: 0.8746, kb_relative_information_score: 945749.5543, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9486, predictive_accuracy: 0.9508, prior_entropy: 2.585, recall: 0.9508, relative_absolute_error: 0.0591, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.3438,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.949, kappa: 0.8746, kb_relative_information_score: 945749.5543, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9486, predictive_accuracy: 0.9508, prior_entropy: 2.585, recall: 0.9508, relative_absolute_error: 0.0591, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.3438,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.949, kappa: 0.8746, kb_relative_information_score: 945744.0456, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9486, predictive_accuracy: 0.9508, prior_entropy: 2.585, recall: 0.9508, relative_absolute_error: 0.0591, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.3438,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.9447, kappa: 0.8637, kb_relative_information_score: 940656.1382, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.944, predictive_accuracy: 0.9461, prior_entropy: 2.585, recall: 0.9461, relative_absolute_error: 0.0646, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.134, root_relative_squared_error: 0.3595,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8634, kb_relative_information_score: 940526.1311, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.3599,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.9446, kappa: 0.8634, kb_relative_information_score: 927289.0494, mean_absolute_error: 0.0263, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0947, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1353, root_relative_squared_error: 0.363,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9542, f_measure: 0.9271, kappa: 0.8199, kb_relative_information_score: 920359.5927, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9294, predictive_accuracy: 0.9328, prior_entropy: 2.585, recall: 0.9328, relative_absolute_error: 0.1077, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.3627,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.9353, kappa: 0.8394, kb_relative_information_score: 910703.6862, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9364, predictive_accuracy: 0.9391, prior_entropy: 2.585, recall: 0.9391, relative_absolute_error: 0.1263, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.3628,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.9276, kappa: 0.8198, kb_relative_information_score: 903468.6617, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9312, predictive_accuracy: 0.933, prior_entropy: 2.585, recall: 0.933, relative_absolute_error: 0.1388, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1365, root_relative_squared_error: 0.3662,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.9239, kappa: 0.8104, kb_relative_information_score: 884165.3086, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9291, predictive_accuracy: 0.9303, prior_entropy: 2.585, recall: 0.9303, relative_absolute_error: 0.1704, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1453, root_relative_squared_error: 0.3899,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9239, kappa: 0.8105, kb_relative_information_score: 874893.1041, mean_absolute_error: 0.0527, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.929, predictive_accuracy: 0.9303, prior_entropy: 2.585, recall: 0.9303, relative_absolute_error: 0.1897, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1453, root_relative_squared_error: 0.3898,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) 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: 799902.2701, 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.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9645, f_measure: 0.9067, kappa: 0.7751, kb_relative_information_score: 865820.0862, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9194, predictive_accuracy: 0.919, prior_entropy: 2.585, recall: 0.919, relative_absolute_error: 0.2003, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.4135,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.9267, kappa: 0.8175, kb_relative_information_score: 902021.1466, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9317, predictive_accuracy: 0.9323, prior_entropy: 2.585, recall: 0.9323, relative_absolute_error: 0.1409, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1376, root_relative_squared_error: 0.3692,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9643, f_measure: 0.9229, kappa: 0.8124, kb_relative_information_score: 909396.8591, mean_absolute_error: 0.0356, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.928, predictive_accuracy: 0.9293, prior_entropy: 2.585, recall: 0.9293, relative_absolute_error: 0.1281, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.3657,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9527, f_measure: 0.9258, kappa: 0.8157, kb_relative_information_score: 919494.8907, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9291, predictive_accuracy: 0.9313, prior_entropy: 2.585, recall: 0.9313, relative_absolute_error: 0.1087, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.136, root_relative_squared_error: 0.365,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.9216, kappa: 0.8112, kb_relative_information_score: 926524.4398, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9287, predictive_accuracy: 0.9274, prior_entropy: 2.585, recall: 0.9274, relative_absolute_error: 0.0955, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1361, root_relative_squared_error: 0.3652,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8634, kb_relative_information_score: 940526.1311, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.3599,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.9447, kappa: 0.8637, kb_relative_information_score: 940656.1382, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.944, predictive_accuracy: 0.9461, prior_entropy: 2.585, recall: 0.9461, relative_absolute_error: 0.0646, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.134, root_relative_squared_error: 0.3595,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9337, f_measure: 0.95, kappa: 0.8772, kb_relative_information_score: 946579.1763, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9495, predictive_accuracy: 0.9515, prior_entropy: 2.585, recall: 0.9515, relative_absolute_error: 0.0582, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1271, root_relative_squared_error: 0.3411,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.93, f_measure: 0.949, kappa: 0.8746, kb_relative_information_score: 945744.0456, mean_absolute_error: 0.0164, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9486, predictive_accuracy: 0.9508, prior_entropy: 2.585, recall: 0.9508, relative_absolute_error: 0.0591, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.3438,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8362, f_measure: 0.7931, kappa: 0.5067, kb_relative_information_score: 749394.512, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7997, predictive_accuracy: 0.8391, prior_entropy: 2.585, recall: 0.8391, relative_absolute_error: 0.3334, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.5563,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.9453, kappa: 0.8653, kb_relative_information_score: 941148.623, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9447, predictive_accuracy: 0.9466, prior_entropy: 2.585, recall: 0.9466, relative_absolute_error: 0.0641, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1334, root_relative_squared_error: 0.358,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.9447, kappa: 0.8637, kb_relative_information_score: 940653.9347, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.944, predictive_accuracy: 0.9461, prior_entropy: 2.585, recall: 0.9461, relative_absolute_error: 0.0646, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.134, root_relative_squared_error: 0.3596,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9287, f_measure: 0.9436, kappa: 0.8607, kb_relative_information_score: 939083.933, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.943, predictive_accuracy: 0.9447, prior_entropy: 2.585, recall: 0.9447, relative_absolute_error: 0.0663, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1358, root_relative_squared_error: 0.3643,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.9444, kappa: 0.8629, kb_relative_information_score: 940367.4782, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9438, predictive_accuracy: 0.9459, prior_entropy: 2.585, recall: 0.9459, relative_absolute_error: 0.065, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.3604,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.9433, kappa: 0.86, kb_relative_information_score: 938923.0767, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9426, predictive_accuracy: 0.9446, prior_entropy: 2.585, recall: 0.9446, relative_absolute_error: 0.0665, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1359, root_relative_squared_error: 0.3648,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.9433, kappa: 0.8601, kb_relative_information_score: 938826.1222, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9427, predictive_accuracy: 0.9445, prior_entropy: 2.585, recall: 0.9445, relative_absolute_error: 0.0666, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.136, root_relative_squared_error: 0.365,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.9433, kappa: 0.8601, kb_relative_information_score: 938822.8169, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9427, predictive_accuracy: 0.9445, prior_entropy: 2.585, recall: 0.9445, relative_absolute_error: 0.0666, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.136, root_relative_squared_error: 0.3651,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.9433, kappa: 0.8601, kb_relative_information_score: 938822.8169, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9427, predictive_accuracy: 0.9445, prior_entropy: 2.585, recall: 0.9445, relative_absolute_error: 0.0666, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.136, root_relative_squared_error: 0.3651,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.8972, kappa: 0.7513, kb_relative_information_score: 756160.7856, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9095, predictive_accuracy: 0.9053, prior_entropy: 2.585, recall: 0.9053, relative_absolute_error: 0.3896, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.5182,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9541, f_measure: 0.903, kappa: 0.7606, kb_relative_information_score: 856331.9835, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.912, predictive_accuracy: 0.9117, prior_entropy: 2.585, recall: 0.9117, relative_absolute_error: 0.2196, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1611, root_relative_squared_error: 0.4322,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.9446, kappa: 0.8634, kb_relative_information_score: 925907.7795, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.097, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1362, root_relative_squared_error: 0.3655,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9665, f_measure: 0.9408, kappa: 0.8533, kb_relative_information_score: 913129.5625, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9402, predictive_accuracy: 0.9422, prior_entropy: 2.585, recall: 0.9422, relative_absolute_error: 0.1247, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1344, root_relative_squared_error: 0.3606,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.9337, kappa: 0.8328, kb_relative_information_score: 883961.766, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9343, predictive_accuracy: 0.9357, prior_entropy: 2.585, recall: 0.9357, relative_absolute_error: 0.1758, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.3894,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9393, f_measure: 0.8989, kappa: 0.765, kb_relative_information_score: 924972.2624, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9156, predictive_accuracy: 0.9132, prior_entropy: 2.585, recall: 0.9132, relative_absolute_error: 0.098, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1372, root_relative_squared_error: 0.3682,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.9337, kappa: 0.8326, kb_relative_information_score: 869044.8757, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9342, predictive_accuracy: 0.9356, prior_entropy: 2.585, recall: 0.9356, relative_absolute_error: 0.2048, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.3921,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.9366, kappa: 0.835, kb_relative_information_score: 911478.7957, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9423, predictive_accuracy: 0.935, prior_entropy: 2.585, recall: 0.935, relative_absolute_error: 0.127, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1359, root_relative_squared_error: 0.3647,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.9445, kappa: 0.8632, kb_relative_information_score: 940425.8713, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9438, predictive_accuracy: 0.9459, prior_entropy: 2.585, recall: 0.9459, relative_absolute_error: 0.0649, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.3602,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8634, kb_relative_information_score: 940528.3346, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.3599,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9446, kappa: 0.8633, kb_relative_information_score: 940497.4854, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.36,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9435, kappa: 0.8606, kb_relative_information_score: 930105.5061, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9445, prior_entropy: 2.585, recall: 0.9445, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.3272,
Joaquin Vanschoren 8 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.8794, kappa: 0.6971, kb_relative_information_score: 862723.9007, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8818, predictive_accuracy: 0.8913, prior_entropy: 2.585, recall: 0.8913, relative_absolute_error: 0.1853, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1619, root_relative_squared_error: 0.4345,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9435, kappa: 0.8606, kb_relative_information_score: 930105.5061, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9445, prior_entropy: 2.585, recall: 0.9445, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.3272,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.9435, kappa: 0.8605, kb_relative_information_score: 938853.6661, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9445, prior_entropy: 2.585, recall: 0.9445, relative_absolute_error: 0.0666, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.136, root_relative_squared_error: 0.365,
Joaquin Vanschoren 8 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.5966, kappa: -0.0008, kb_relative_information_score: 555599.1671, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5966, predictive_accuracy: 0.5966, prior_entropy: 2.585, recall: 0.5966, relative_absolute_error: 0.484, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3667, root_relative_squared_error: 0.9839,
Joaquin Vanschoren 8 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.6559, kappa: -0, kb_relative_information_score: 630195.6754, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5771, predictive_accuracy: 0.7597, prior_entropy: 2.585, recall: 0.7597, relative_absolute_error: 0.4838, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2592, root_relative_squared_error: 0.6954,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.0222, kappa: -0.0002, kb_relative_information_score: 17819.9608, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1085, prior_entropy: 2.585, recall: 0.1085, relative_absolute_error: 1.0698, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5451, root_relative_squared_error: 1.4627,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.0222, kappa: -0.0004, kb_relative_information_score: 17876.3298, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0125, predictive_accuracy: 0.1086, prior_entropy: 2.585, recall: 0.1086, relative_absolute_error: 1.0697, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5451, root_relative_squared_error: 1.4627,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.0222, kappa: 0, kb_relative_information_score: 17694.731, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0125, predictive_accuracy: 0.1084, prior_entropy: 2.585, recall: 0.1084, relative_absolute_error: 1.0699, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5449, root_relative_squared_error: 1.4621,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0222, kappa: 0, kb_relative_information_score: 17694.5402, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1084, prior_entropy: 2.585, recall: 0.1084, relative_absolute_error: 1.0699, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5452, root_relative_squared_error: 1.4628,
Jan van Rijn 8 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8577, f_measure: 0.9027, kappa: 0.7593, kb_relative_information_score: 900569.8625, mean_absolute_error: 0.0301, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9019, predictive_accuracy: 0.9098, prior_entropy: 2.585, recall: 0.9098, relative_absolute_error: 0.1083, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1734, root_relative_squared_error: 0.4654,
Joaquin Vanschoren 8 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.8722, kappa: 0.6852, kb_relative_information_score: 883034.9682, mean_absolute_error: 0.0422, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8861, predictive_accuracy: 0.892, prior_entropy: 2.585, recall: 0.892, relative_absolute_error: 0.1518, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.4313,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.9467, kappa: 0.8688, kb_relative_information_score: 942720.8282, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9461, predictive_accuracy: 0.948, prior_entropy: 2.585, recall: 0.948, relative_absolute_error: 0.0624, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.3532,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.9467, kappa: 0.8688, kb_relative_information_score: 942709.8106, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9461, predictive_accuracy: 0.948, prior_entropy: 2.585, recall: 0.948, relative_absolute_error: 0.0624, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1317, root_relative_squared_error: 0.3533,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.9445, kappa: 0.8633, kb_relative_information_score: 940495.2819, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9439, predictive_accuracy: 0.946, prior_entropy: 2.585, recall: 0.946, relative_absolute_error: 0.0648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1342, root_relative_squared_error: 0.36,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9287, f_measure: 0.9436, kappa: 0.8607, kb_relative_information_score: 939086.1365, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.943, predictive_accuracy: 0.9447, prior_entropy: 2.585, recall: 0.9447, relative_absolute_error: 0.0663, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1358, root_relative_squared_error: 0.3643,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.9433, kappa: 0.86, kb_relative_information_score: 938926.3819, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9426, predictive_accuracy: 0.9446, prior_entropy: 2.585, recall: 0.9446, relative_absolute_error: 0.0665, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1359, root_relative_squared_error: 0.3647,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.9434, kappa: 0.8604, kb_relative_information_score: 938853.6661, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.9445, prior_entropy: 2.585, recall: 0.9445, relative_absolute_error: 0.0666, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.136, root_relative_squared_error: 0.365,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.9435, kappa: 0.8605, kb_relative_information_score: 938853.6661, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9445, prior_entropy: 2.585, recall: 0.9445, relative_absolute_error: 0.0666, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.136, root_relative_squared_error: 0.365,
Joaquin Vanschoren 8 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.981, f_measure: 0.9435, kappa: 0.8605, kb_relative_information_score: 930080.59, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9429, predictive_accuracy: 0.9445, prior_entropy: 2.585, recall: 0.9445, relative_absolute_error: 0.0914, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.122, root_relative_squared_error: 0.3273,
Joaquin Vanschoren 8 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.8972, kappa: 0.7513, kb_relative_information_score: 756160.7856, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9095, predictive_accuracy: 0.9053, prior_entropy: 2.585, recall: 0.9053, relative_absolute_error: 0.3896, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.5182,
Joaquin Vanschoren 8 years ago
ran flow moa.NaiveBayesMultinomial(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5547, f_measure: 0.4472, kappa: 0.0804, kb_relative_information_score: 311366.062, mean_absolute_error: 0.2099, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6593, predictive_accuracy: 0.3739, prior_entropy: 2.585, recall: 0.3739, relative_absolute_error: 0.7558, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4529, root_relative_squared_error: 1.2151,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.8836, kappa: 0.7132, kb_relative_information_score: 892476.6291, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8947, predictive_accuracy: 0.8999, prior_entropy: 2.585, recall: 0.8999, relative_absolute_error: 0.1391, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.414,
Joaquin Vanschoren 8 years ago
ran flow moa.AMRulesRegressor(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, kb_relative_information_score: -91335.1938, mean_absolute_error: 0.3302, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0001, predictive_accuracy: 0.0095, prior_entropy: 2.585, recall: 0.0095, relative_absolute_error: 1.1887, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5746, root_relative_squared_error: 1.5419,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

Given inputs

estimation_procedure Interleaved Test then Train
source_data BNG(anneal) (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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