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Supervised Data Stream Classification on BNG(satimage)

Supervised Data Stream Classification on BNG(satimage)

Task 6706 Supervised Data Stream Classification BNG(satimage) 292 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.882, f_measure: 0.803, kappa: 0.7596, kb_relative_information_score: 786201.0209, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8021, predictive_accuracy: 0.8059, prior_entropy: 2.585, recall: 0.8059, relative_absolute_error: 0.2329, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2543, root_relative_squared_error: 0.6824,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8899, f_measure: 0.8158, kappa: 0.7754, kb_relative_information_score: 800203.2328, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8153, predictive_accuracy: 0.8187, prior_entropy: 2.585, recall: 0.8187, relative_absolute_error: 0.2176, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2459, root_relative_squared_error: 0.6597,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, f_measure: 0.7974, kappa: 0.7509, kb_relative_information_score: 778040.3172, mean_absolute_error: 0.0672, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.797, predictive_accuracy: 0.7985, prior_entropy: 2.585, recall: 0.7985, relative_absolute_error: 0.2418, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2591, root_relative_squared_error: 0.6953,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.824, kappa: 0.785, kb_relative_information_score: 808487.3331, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8262, prior_entropy: 2.585, recall: 0.8262, relative_absolute_error: 0.2086, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6459,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.8241, kappa: 0.7844, kb_relative_information_score: 807763.4797, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8238, predictive_accuracy: 0.8255, prior_entropy: 2.585, recall: 0.8255, relative_absolute_error: 0.2094, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2412, root_relative_squared_error: 0.6471,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8868, f_measure: 0.8108, kappa: 0.7693, kb_relative_information_score: 794922.5182, mean_absolute_error: 0.062, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8101, predictive_accuracy: 0.8139, prior_entropy: 2.585, recall: 0.8139, relative_absolute_error: 0.2234, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2491, root_relative_squared_error: 0.6684,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.8217, kappa: 0.7819, kb_relative_information_score: 805734.0459, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8214, predictive_accuracy: 0.8237, prior_entropy: 2.585, recall: 0.8237, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.6505,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.8217, kappa: 0.7819, kb_relative_information_score: 805692.1792, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8213, predictive_accuracy: 0.8236, prior_entropy: 2.585, recall: 0.8236, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2425, root_relative_squared_error: 0.6506,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.8218, kappa: 0.7819, kb_relative_information_score: 805765.9968, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8214, predictive_accuracy: 0.8237, prior_entropy: 2.585, recall: 0.8237, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.6505,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8698, f_measure: 0.7858, kappa: 0.7305, kb_relative_information_score: 757539.9507, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7962, predictive_accuracy: 0.7799, prior_entropy: 2.585, recall: 0.7799, relative_absolute_error: 0.2641, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.7267,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.8218, kappa: 0.7819, kb_relative_information_score: 805714.2143, mean_absolute_error: 0.0588, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8214, predictive_accuracy: 0.8237, prior_entropy: 2.585, recall: 0.8237, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.6506,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.8233, kappa: 0.7836, kb_relative_information_score: 807150.9036, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.823, predictive_accuracy: 0.825, prior_entropy: 2.585, recall: 0.825, relative_absolute_error: 0.21, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.6481,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8233, kappa: 0.7835, kb_relative_information_score: 807055.0508, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8229, predictive_accuracy: 0.8249, prior_entropy: 2.585, recall: 0.8249, relative_absolute_error: 0.2102, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.6483,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.8241, kappa: 0.7844, kb_relative_information_score: 807721.613, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8238, predictive_accuracy: 0.8255, prior_entropy: 2.585, recall: 0.8255, relative_absolute_error: 0.2094, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2412, root_relative_squared_error: 0.6472,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.824, kappa: 0.785, kb_relative_information_score: 808487.3331, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8231, predictive_accuracy: 0.8262, prior_entropy: 2.585, recall: 0.8262, relative_absolute_error: 0.2086, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6459,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, f_measure: 0.7988, kappa: 0.7508, kb_relative_information_score: 778570.2616, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8042, predictive_accuracy: 0.799, prior_entropy: 2.585, recall: 0.799, relative_absolute_error: 0.2412, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2588, root_relative_squared_error: 0.6945,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8847, f_measure: 0.8099, kappa: 0.7675, kb_relative_information_score: 794085.1839, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8238, predictive_accuracy: 0.8131, prior_entropy: 2.585, recall: 0.8131, relative_absolute_error: 0.2243, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2496, root_relative_squared_error: 0.6697,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.8227, kappa: 0.7827, kb_relative_information_score: 806072.2849, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8221, predictive_accuracy: 0.824, prior_entropy: 2.585, recall: 0.824, relative_absolute_error: 0.2112, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.65,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8878, f_measure: 0.8151, kappa: 0.7734, kb_relative_information_score: 799095.9684, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8279, predictive_accuracy: 0.8177, prior_entropy: 2.585, recall: 0.8177, relative_absolute_error: 0.2188, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.6615,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8316, kappa: 0.7976, kb_relative_information_score: 820205.6057, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8292, predictive_accuracy: 0.8368, prior_entropy: 2.585, recall: 0.8368, relative_absolute_error: 0.1958, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.6258,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.895, f_measure: 0.8243, kappa: 0.7899, kb_relative_information_score: 814220.8693, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8252, predictive_accuracy: 0.8314, prior_entropy: 2.585, recall: 0.8314, relative_absolute_error: 0.2023, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2371, root_relative_squared_error: 0.6362,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8934, f_measure: 0.8212, kappa: 0.7846, kb_relative_information_score: 809030.4986, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8199, predictive_accuracy: 0.8267, prior_entropy: 2.585, recall: 0.8267, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2404, root_relative_squared_error: 0.645,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.792, kappa: 0.7352, kb_relative_information_score: 761175.7442, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8101, predictive_accuracy: 0.7832, prior_entropy: 2.585, recall: 0.7832, relative_absolute_error: 0.2601, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2688, root_relative_squared_error: 0.7213,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.792, kappa: 0.7352, kb_relative_information_score: 761175.7442, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8101, predictive_accuracy: 0.7832, prior_entropy: 2.585, recall: 0.7832, relative_absolute_error: 0.2601, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2688, root_relative_squared_error: 0.7213,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8888, f_measure: 0.8131, kappa: 0.7762, kb_relative_information_score: 801981.4663, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8138, predictive_accuracy: 0.8203, prior_entropy: 2.585, recall: 0.8203, relative_absolute_error: 0.2157, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.6568,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.7859, kappa: 0.7547, kb_relative_information_score: 783733.0883, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7834, predictive_accuracy: 0.8037, prior_entropy: 2.585, recall: 0.8037, relative_absolute_error: 0.2356, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2558, root_relative_squared_error: 0.6864,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.792, kappa: 0.7352, kb_relative_information_score: 761176.846, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8101, predictive_accuracy: 0.7832, prior_entropy: 2.585, recall: 0.7832, relative_absolute_error: 0.2601, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2688, root_relative_squared_error: 0.7213,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.792, kappa: 0.7352, kb_relative_information_score: 761176.846, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8101, predictive_accuracy: 0.7832, prior_entropy: 2.585, recall: 0.7832, relative_absolute_error: 0.2601, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2688, root_relative_squared_error: 0.7213,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.7898, kappa: 0.7337, kb_relative_information_score: 760190.7747, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.804, predictive_accuracy: 0.7823, prior_entropy: 2.585, recall: 0.7823, relative_absolute_error: 0.2612, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.7228,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.895, f_measure: 0.8239, kappa: 0.7841, kb_relative_information_score: 807279.809, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8233, predictive_accuracy: 0.8251, prior_entropy: 2.585, recall: 0.8251, relative_absolute_error: 0.2099, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.6479,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.8222, kappa: 0.7813, kb_relative_information_score: 804560.6762, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8226, predictive_accuracy: 0.8226, prior_entropy: 2.585, recall: 0.8226, relative_absolute_error: 0.2129, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.6525,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8725, f_measure: 0.792, kappa: 0.7352, kb_relative_information_score: 761176.846, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8101, predictive_accuracy: 0.7832, prior_entropy: 2.585, recall: 0.7832, relative_absolute_error: 0.2601, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2688, root_relative_squared_error: 0.7213,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8233, kappa: 0.7835, kb_relative_information_score: 807082.5947, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8229, predictive_accuracy: 0.8249, prior_entropy: 2.585, recall: 0.8249, relative_absolute_error: 0.2101, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.6483,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.836, kappa: 0.8005, kb_relative_information_score: 822633.875, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8344, predictive_accuracy: 0.839, prior_entropy: 2.585, recall: 0.839, relative_absolute_error: 0.1932, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.6216,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8951, f_measure: 0.8248, kappa: 0.7857, kb_relative_information_score: 809177.0321, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8242, predictive_accuracy: 0.8268, prior_entropy: 2.585, recall: 0.8268, relative_absolute_error: 0.2078, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2403, root_relative_squared_error: 0.6447,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8951, f_measure: 0.8248, kappa: 0.7857, kb_relative_information_score: 809183.6427, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8242, predictive_accuracy: 0.8268, prior_entropy: 2.585, recall: 0.8268, relative_absolute_error: 0.2078, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2403, root_relative_squared_error: 0.6447,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.8232, kappa: 0.7835, kb_relative_information_score: 821641.8154, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8228, predictive_accuracy: 0.8249, prior_entropy: 2.585, recall: 0.8249, relative_absolute_error: 0.2187, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.5758,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8331, kappa: 0.7982, kb_relative_information_score: 822480.6096, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8332, predictive_accuracy: 0.8375, prior_entropy: 2.585, recall: 0.8375, relative_absolute_error: 0.2241, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.205, root_relative_squared_error: 0.55,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.8362, kappa: 0.8003, kb_relative_information_score: 817356.9243, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8379, predictive_accuracy: 0.839, prior_entropy: 2.585, recall: 0.839, relative_absolute_error: 0.233, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.203, root_relative_squared_error: 0.5448,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.8379, kappa: 0.8015, kb_relative_information_score: 810683.8433, mean_absolute_error: 0.0674, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8394, predictive_accuracy: 0.8398, prior_entropy: 2.585, recall: 0.8398, relative_absolute_error: 0.2426, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2011, root_relative_squared_error: 0.5397,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.8366, kappa: 0.8003, kb_relative_information_score: 791836.7537, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8383, predictive_accuracy: 0.8389, prior_entropy: 2.585, recall: 0.8389, relative_absolute_error: 0.2728, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.202, root_relative_squared_error: 0.542,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.8359, kappa: 0.8001, kb_relative_information_score: 771129.168, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.838, predictive_accuracy: 0.8387, prior_entropy: 2.585, recall: 0.8387, relative_absolute_error: 0.3085, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2023, root_relative_squared_error: 0.5428,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.8294, kappa: 0.7942, kb_relative_information_score: 740035.5536, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8333, predictive_accuracy: 0.834, prior_entropy: 2.585, recall: 0.834, relative_absolute_error: 0.3577, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.21, root_relative_squared_error: 0.5635,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.8308, kappa: 0.7946, kb_relative_information_score: 784708.3166, mean_absolute_error: 0.0785, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8341, predictive_accuracy: 0.8345, prior_entropy: 2.585, recall: 0.8345, relative_absolute_error: 0.2826, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.5476,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.8345, kappa: 0.7977, kb_relative_information_score: 810087.7525, mean_absolute_error: 0.0676, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8368, predictive_accuracy: 0.8368, prior_entropy: 2.585, recall: 0.8368, relative_absolute_error: 0.2433, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2014, root_relative_squared_error: 0.5404,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9469, f_measure: 0.8333, kappa: 0.7952, kb_relative_information_score: 817038.3066, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8378, predictive_accuracy: 0.8345, prior_entropy: 2.585, recall: 0.8345, relative_absolute_error: 0.2334, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.5453,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.8236, kappa: 0.7879, kb_relative_information_score: 822346.8986, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8287, predictive_accuracy: 0.8295, prior_entropy: 2.585, recall: 0.8295, relative_absolute_error: 0.2242, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.5502,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8108, kappa: 0.7691, kb_relative_information_score: 821560.2928, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8202, predictive_accuracy: 0.8136, prior_entropy: 2.585, recall: 0.8136, relative_absolute_error: 0.2188, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.5759,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8232, kappa: 0.7835, kb_relative_information_score: 807075.9842, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8228, predictive_accuracy: 0.8249, prior_entropy: 2.585, recall: 0.8249, relative_absolute_error: 0.2101, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.6483,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.836, kappa: 0.8005, kb_relative_information_score: 822648.1978, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8344, predictive_accuracy: 0.839, prior_entropy: 2.585, recall: 0.839, relative_absolute_error: 0.1932, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2316, root_relative_squared_error: 0.6216,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.836, kappa: 0.8005, kb_relative_information_score: 822643.7908, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8344, predictive_accuracy: 0.839, prior_entropy: 2.585, recall: 0.839, relative_absolute_error: 0.1932, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2316, root_relative_squared_error: 0.6216,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.902, f_measure: 0.8357, kappa: 0.8001, kb_relative_information_score: 822269.1939, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8341, predictive_accuracy: 0.8387, prior_entropy: 2.585, recall: 0.8387, relative_absolute_error: 0.1936, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.6222,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8962, f_measure: 0.8261, kappa: 0.7904, kb_relative_information_score: 814143.7464, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8247, predictive_accuracy: 0.8313, prior_entropy: 2.585, recall: 0.8313, relative_absolute_error: 0.2024, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2371, root_relative_squared_error: 0.6363,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9021, f_measure: 0.8358, kappa: 0.8001, kb_relative_information_score: 822282.415, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8341, predictive_accuracy: 0.8387, prior_entropy: 2.585, recall: 0.8387, relative_absolute_error: 0.1936, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.6222,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.836, kappa: 0.8005, kb_relative_information_score: 822618.4504, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8344, predictive_accuracy: 0.839, prior_entropy: 2.585, recall: 0.839, relative_absolute_error: 0.1932, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.6216,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8216, kappa: 0.783, kb_relative_information_score: 806733.3382, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8199, predictive_accuracy: 0.8246, prior_entropy: 2.585, recall: 0.8246, relative_absolute_error: 0.2105, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2418, root_relative_squared_error: 0.6488,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8215, kappa: 0.783, kb_relative_information_score: 806741.0505, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8199, predictive_accuracy: 0.8246, prior_entropy: 2.585, recall: 0.8246, relative_absolute_error: 0.2105, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2418, root_relative_squared_error: 0.6488,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.895, f_measure: 0.8246, kappa: 0.7856, kb_relative_information_score: 809073.4671, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.824, predictive_accuracy: 0.8267, prior_entropy: 2.585, recall: 0.8267, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2403, root_relative_squared_error: 0.6449,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9029, f_measure: 0.8371, kappa: 0.8015, kb_relative_information_score: 823396.2899, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8357, predictive_accuracy: 0.8397, prior_entropy: 2.585, recall: 0.8397, relative_absolute_error: 0.1924, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2312, root_relative_squared_error: 0.6202,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.8241, kappa: 0.7844, kb_relative_information_score: 807764.5815, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8238, predictive_accuracy: 0.8255, prior_entropy: 2.585, recall: 0.8255, relative_absolute_error: 0.2094, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2412, root_relative_squared_error: 0.6471,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8215, kappa: 0.783, kb_relative_information_score: 806742.1523, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8199, predictive_accuracy: 0.8246, prior_entropy: 2.585, recall: 0.8246, relative_absolute_error: 0.2105, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2418, root_relative_squared_error: 0.6488,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8215, kappa: 0.783, kb_relative_information_score: 806742.1523, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8199, predictive_accuracy: 0.8246, prior_entropy: 2.585, recall: 0.8246, relative_absolute_error: 0.2105, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2418, root_relative_squared_error: 0.6488,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.8227, kappa: 0.7827, kb_relative_information_score: 806110.8463, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8219, predictive_accuracy: 0.824, prior_entropy: 2.585, recall: 0.824, relative_absolute_error: 0.2112, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.6499,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8331, kappa: 0.7957, kb_relative_information_score: 747689.6626, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8376, predictive_accuracy: 0.8347, prior_entropy: 2.585, recall: 0.8347, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.5702,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9468, f_measure: 0.834, kappa: 0.7956, kb_relative_information_score: 817284.1497, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8388, predictive_accuracy: 0.8347, prior_entropy: 2.585, recall: 0.8347, relative_absolute_error: 0.2331, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.5455,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.948, f_measure: 0.8364, kappa: 0.8008, kb_relative_information_score: 787459.0084, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8382, predictive_accuracy: 0.8394, prior_entropy: 2.585, recall: 0.8394, relative_absolute_error: 0.2858, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.5433,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.8232, kappa: 0.7835, kb_relative_information_score: 821641.8166, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8228, predictive_accuracy: 0.8249, prior_entropy: 2.585, recall: 0.8249, relative_absolute_error: 0.2187, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.5758,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8331, kappa: 0.7982, kb_relative_information_score: 822481.37, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8332, predictive_accuracy: 0.8375, prior_entropy: 2.585, recall: 0.8375, relative_absolute_error: 0.2241, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.205, root_relative_squared_error: 0.55,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8364, kappa: 0.8004, kb_relative_information_score: 817597.0318, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8382, predictive_accuracy: 0.839, prior_entropy: 2.585, recall: 0.839, relative_absolute_error: 0.2328, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2031, root_relative_squared_error: 0.545,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.8236, kappa: 0.7879, kb_relative_information_score: 822347.6723, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8287, predictive_accuracy: 0.8295, prior_entropy: 2.585, recall: 0.8295, relative_absolute_error: 0.2242, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2051, root_relative_squared_error: 0.5502,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, f_measure: 0.8108, kappa: 0.7691, kb_relative_information_score: 821560.2928, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8202, predictive_accuracy: 0.8136, prior_entropy: 2.585, recall: 0.8136, relative_absolute_error: 0.2188, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.5759,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8232, kappa: 0.7835, kb_relative_information_score: 807047.3386, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8228, predictive_accuracy: 0.8249, prior_entropy: 2.585, recall: 0.8249, relative_absolute_error: 0.2102, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.6483,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8231, kappa: 0.7834, kb_relative_information_score: 806958.0964, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8227, predictive_accuracy: 0.8248, prior_entropy: 2.585, recall: 0.8248, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.6485,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.8233, kappa: 0.7836, kb_relative_information_score: 807116.7492, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8229, predictive_accuracy: 0.8249, prior_entropy: 2.585, recall: 0.8249, relative_absolute_error: 0.2101, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.6482,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.8257, kappa: 0.7869, kb_relative_information_score: 810117.9314, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8246, predictive_accuracy: 0.8277, prior_entropy: 2.585, recall: 0.8277, relative_absolute_error: 0.2068, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2397, root_relative_squared_error: 0.6431,
Jan van Rijn 8 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.8222, kappa: 0.7814, kb_relative_information_score: 794473.5889, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8225, predictive_accuracy: 0.8227, prior_entropy: 2.585, recall: 0.8227, relative_absolute_error: 0.2479, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.598,
Joaquin Vanschoren 8 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.7554, kappa: 0.7056, kb_relative_information_score: 705675.3157, mean_absolute_error: 0.1044, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7527, predictive_accuracy: 0.7632, prior_entropy: 2.585, recall: 0.7632, relative_absolute_error: 0.376, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2375, root_relative_squared_error: 0.6374,
Joaquin Vanschoren 8 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.19, kappa: 0.0004, kb_relative_information_score: 107584.5759, mean_absolute_error: 0.27, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.19, predictive_accuracy: 0.19, prior_entropy: 2.585, recall: 0.19, relative_absolute_error: 0.972, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5196, root_relative_squared_error: 1.3943,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.8222, kappa: 0.7814, kb_relative_information_score: 794473.5889, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8225, predictive_accuracy: 0.8227, prior_entropy: 2.585, recall: 0.8227, relative_absolute_error: 0.2479, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.598,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8948, f_measure: 0.8239, kappa: 0.785, kb_relative_information_score: 808512.6735, mean_absolute_error: 0.0579, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.823, predictive_accuracy: 0.8262, prior_entropy: 2.585, recall: 0.8262, relative_absolute_error: 0.2086, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.6459,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8215, kappa: 0.783, kb_relative_information_score: 806741.0505, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8199, predictive_accuracy: 0.8246, prior_entropy: 2.585, recall: 0.8246, relative_absolute_error: 0.2105, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2418, root_relative_squared_error: 0.6488,
Joaquin Vanschoren 8 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.0991, kappa: -0, kb_relative_information_score: 107443.978, mean_absolute_error: 0.2701, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1365, predictive_accuracy: 0.2383, prior_entropy: 2.585, recall: 0.2383, relative_absolute_error: 0.9724, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3675, root_relative_squared_error: 0.9861,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.624, f_measure: 0.2494, kappa: 0.2165, kb_relative_information_score: 255339.0922, mean_absolute_error: 0.2272, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2407, predictive_accuracy: 0.3258, prior_entropy: 2.585, recall: 0.3258, relative_absolute_error: 0.8178, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4691, root_relative_squared_error: 1.2587,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.8258, kappa: 0.7869, kb_relative_information_score: 810088.184, mean_absolute_error: 0.0575, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8248, predictive_accuracy: 0.8276, prior_entropy: 2.585, recall: 0.8276, relative_absolute_error: 0.2068, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2397, root_relative_squared_error: 0.6432,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6198, f_measure: 0.2483, kappa: 0.2156, kb_relative_information_score: 256470.3187, mean_absolute_error: 0.225, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.239, predictive_accuracy: 0.3251, prior_entropy: 2.585, recall: 0.3251, relative_absolute_error: 0.8098, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4743, root_relative_squared_error: 1.2727,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6192, f_measure: 0.2479, kappa: 0.214, kb_relative_information_score: 244957.5536, mean_absolute_error: 0.2333, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2372, predictive_accuracy: 0.3241, prior_entropy: 2.585, recall: 0.3241, relative_absolute_error: 0.8399, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4614, root_relative_squared_error: 1.2381,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6207, f_measure: 0.2498, kappa: 0.2173, kb_relative_information_score: 258147.1907, mean_absolute_error: 0.2244, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2402, predictive_accuracy: 0.3267, prior_entropy: 2.585, recall: 0.3267, relative_absolute_error: 0.808, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4738, root_relative_squared_error: 1.2712,
Joaquin Vanschoren 8 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8777, f_measure: 0.799, kappa: 0.7515, kb_relative_information_score: 779317.2519, mean_absolute_error: 0.0668, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8049, predictive_accuracy: 0.7997, prior_entropy: 2.585, recall: 0.7997, relative_absolute_error: 0.2404, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2584, root_relative_squared_error: 0.6933,
Jan van Rijn 8 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9553, f_measure: 0.8099, kappa: 0.7675, kb_relative_information_score: 788124.4422, mean_absolute_error: 0.0748, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8239, predictive_accuracy: 0.8131, prior_entropy: 2.585, recall: 0.8131, relative_absolute_error: 0.2693, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.5621,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8216, kappa: 0.783, kb_relative_information_score: 806733.3382, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8199, predictive_accuracy: 0.8246, prior_entropy: 2.585, recall: 0.8246, relative_absolute_error: 0.2105, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2418, root_relative_squared_error: 0.6488,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8215, kappa: 0.783, kb_relative_information_score: 806741.0505, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8199, predictive_accuracy: 0.8246, prior_entropy: 2.585, recall: 0.8246, relative_absolute_error: 0.2105, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2418, root_relative_squared_error: 0.6488,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8215, kappa: 0.783, kb_relative_information_score: 806742.1523, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8199, predictive_accuracy: 0.8246, prior_entropy: 2.585, recall: 0.8246, relative_absolute_error: 0.2105, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2418, root_relative_squared_error: 0.6488,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.8227, kappa: 0.7827, kb_relative_information_score: 806110.8463, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8219, predictive_accuracy: 0.824, prior_entropy: 2.585, recall: 0.824, relative_absolute_error: 0.2112, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2422, root_relative_squared_error: 0.6499,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9439, f_measure: 0.8227, kappa: 0.7827, kb_relative_information_score: 793392.806, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8219, predictive_accuracy: 0.824, prior_entropy: 2.585, recall: 0.824, relative_absolute_error: 0.2507, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2219, root_relative_squared_error: 0.5954,
Jan van Rijn 8 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8331, kappa: 0.7957, kb_relative_information_score: 747689.6626, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8376, predictive_accuracy: 0.8347, prior_entropy: 2.585, recall: 0.8347, relative_absolute_error: 0.3481, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.5702,
Joaquin Vanschoren 8 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.7674, kappa: 0.7039, kb_relative_information_score: 730886.5458, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7866, predictive_accuracy: 0.7575, prior_entropy: 2.585, recall: 0.7575, relative_absolute_error: 0.3246, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2481, root_relative_squared_error: 0.6656,
Joaquin Vanschoren 8 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.7674, kappa: 0.7039, kb_relative_information_score: 730886.5458, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7866, predictive_accuracy: 0.7575, prior_entropy: 2.585, recall: 0.7575, relative_absolute_error: 0.3246, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2481, root_relative_squared_error: 0.6656,
Joaquin Vanschoren 8 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.7674, kappa: 0.7039, kb_relative_information_score: 730886.5458, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7866, predictive_accuracy: 0.7575, prior_entropy: 2.585, recall: 0.7575, relative_absolute_error: 0.3246, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2481, root_relative_squared_error: 0.6656,
Joaquin Vanschoren 8 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0918, kb_relative_information_score: 160893.0205, mean_absolute_error: 0.2539, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0568, predictive_accuracy: 0.2384, prior_entropy: 2.585, recall: 0.2384, relative_absolute_error: 0.9139, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5039, root_relative_squared_error: 1.352,
Jan van Rijn 8 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.8151, kappa: 0.7734, kb_relative_information_score: 793579.9324, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8279, predictive_accuracy: 0.8177, prior_entropy: 2.585, recall: 0.8177, relative_absolute_error: 0.2623, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.5558,

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(satimage) (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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