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Supervised Data Stream Classification on RandomRBF_50_1E-4

Supervised Data Stream Classification on RandomRBF_50_1E-4

Task 198 Supervised Data Stream Classification RandomRBF_50_1E-4 291 runs submitted
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  • ecmlpkdd2015 streamensembles streams study_11 study_16
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Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878809.2576, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.8814, kappa: 0.8468, kb_relative_information_score: 865209.2592, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8822, predictive_accuracy: 0.8816, prior_entropy: 2.3219, recall: 0.8816, relative_absolute_error: 0.148, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.544,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6821, f_measure: 0.5161, kappa: 0.3698, kb_relative_information_score: 457524.7129, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5608, predictive_accuracy: 0.5236, prior_entropy: 2.3219, recall: 0.5236, relative_absolute_error: 0.5955, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4365, root_relative_squared_error: 1.0914,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.8931, kappa: 0.862, kb_relative_information_score: 878493.8524, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.894, predictive_accuracy: 0.8933, prior_entropy: 2.3219, recall: 0.8933, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.5165,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878799.0097, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.1331, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5159,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878808.1189, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878805.8416, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.8931, kappa: 0.862, kb_relative_information_score: 878493.8524, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.894, predictive_accuracy: 0.8933, prior_entropy: 2.3219, recall: 0.8933, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.5165,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878799.0097, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.1331, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5159,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878808.1189, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878806.9803, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878810.3962, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.8925, kappa: 0.8613, kb_relative_information_score: 877832.2985, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8934, predictive_accuracy: 0.8927, prior_entropy: 2.3219, recall: 0.8927, relative_absolute_error: 0.1341, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.5179,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878806.9803, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878808.1189, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.9017, kappa: 0.8732, kb_relative_information_score: 888279.3837, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.902, predictive_accuracy: 0.9019, prior_entropy: 2.3219, recall: 0.9019, relative_absolute_error: 0.1226, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.4953,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878809.2576, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7115, f_measure: 0.5586, kappa: 0.4271, kb_relative_information_score: 502167.6413, mean_absolute_error: 0.1749, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5632, predictive_accuracy: 0.5628, prior_entropy: 2.3219, recall: 0.5628, relative_absolute_error: 0.5465, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4182, root_relative_squared_error: 1.0455,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.8992, kappa: 0.87, kb_relative_information_score: 885512.4718, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9001, predictive_accuracy: 0.8995, prior_entropy: 2.3219, recall: 0.8995, relative_absolute_error: 0.1257, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.5014,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6791, f_measure: 0.5077, kappa: 0.3612, kb_relative_information_score: 446763.3612, mean_absolute_error: 0.1943, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5108, predictive_accuracy: 0.5141, prior_entropy: 2.3219, recall: 0.5141, relative_absolute_error: 0.6073, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4409, root_relative_squared_error: 1.1021,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8342, f_measure: 0.7482, kappa: 0.6729, kb_relative_information_score: 714981.8826, mean_absolute_error: 0.1001, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7524, predictive_accuracy: 0.7497, prior_entropy: 2.3219, recall: 0.7497, relative_absolute_error: 0.3129, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3164, root_relative_squared_error: 0.7911,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.851, f_measure: 0.7703, kappa: 0.7026, kb_relative_information_score: 738826.287, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7704, predictive_accuracy: 0.7706, prior_entropy: 2.3219, recall: 0.7706, relative_absolute_error: 0.2867, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3029, root_relative_squared_error: 0.7573,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5721, f_measure: 0.3245, kappa: 0.1462, kb_relative_information_score: 290665.1213, mean_absolute_error: 0.2492, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3707, predictive_accuracy: 0.377, prior_entropy: 2.3219, recall: 0.377, relative_absolute_error: 0.7787, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4992, root_relative_squared_error: 1.248,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5681, f_measure: 0.3343, kappa: 0.1365, kb_relative_information_score: 257094.3952, mean_absolute_error: 0.261, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3326, predictive_accuracy: 0.3476, prior_entropy: 2.3219, recall: 0.3476, relative_absolute_error: 0.8156, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5109, root_relative_squared_error: 1.2772,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8515, f_measure: 0.7718, kappa: 0.7045, kb_relative_information_score: 740872.4354, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7723, predictive_accuracy: 0.7724, prior_entropy: 2.3219, recall: 0.7724, relative_absolute_error: 0.2845, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3017, root_relative_squared_error: 0.7543,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6653, f_measure: 0.4716, kappa: 0.3334, kb_relative_information_score: 431524.85, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5014, predictive_accuracy: 0.5007, prior_entropy: 2.3219, recall: 0.5007, relative_absolute_error: 0.6241, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4469, root_relative_squared_error: 1.1172,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5279, f_measure: 0.253, kappa: 0.0579, kb_relative_information_score: 229486.7629, mean_absolute_error: 0.2707, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3223, predictive_accuracy: 0.3233, prior_entropy: 2.3219, recall: 0.3233, relative_absolute_error: 0.8459, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5203, root_relative_squared_error: 1.3007,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5293, f_measure: 0.2645, kappa: 0.0602, kb_relative_information_score: 215659.0351, mean_absolute_error: 0.2755, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.283, predictive_accuracy: 0.3112, prior_entropy: 2.3219, recall: 0.3112, relative_absolute_error: 0.861, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5249, root_relative_squared_error: 1.3123,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5707, f_measure: 0.3368, kappa: 0.1441, kb_relative_information_score: 279390.2399, mean_absolute_error: 0.2531, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3601, predictive_accuracy: 0.3671, prior_entropy: 2.3219, recall: 0.3671, relative_absolute_error: 0.7911, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5031, root_relative_squared_error: 1.2578,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7526, f_measure: 0.6202, kappa: 0.5077, kb_relative_information_score: 568405.0078, mean_absolute_error: 0.1516, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6205, predictive_accuracy: 0.621, prior_entropy: 2.3219, recall: 0.621, relative_absolute_error: 0.4738, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3894, root_relative_squared_error: 0.9735,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6394, f_measure: 0.4476, kappa: 0.282, kb_relative_information_score: 377033.7647, mean_absolute_error: 0.2188, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4505, predictive_accuracy: 0.4529, prior_entropy: 2.3219, recall: 0.4529, relative_absolute_error: 0.6839, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4678, root_relative_squared_error: 1.1695,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5677, f_measure: 0.3294, kappa: 0.1375, kb_relative_information_score: 274990.5083, mean_absolute_error: 0.2547, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3533, predictive_accuracy: 0.3633, prior_entropy: 2.3219, recall: 0.3633, relative_absolute_error: 0.7959, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5047, root_relative_squared_error: 1.2617,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8988, kappa: 0.8694, kb_relative_information_score: 884989.8328, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8997, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.1263, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.201, root_relative_squared_error: 0.5025,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8988, kappa: 0.8694, kb_relative_information_score: 884992.1101, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8997, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.1263, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.201, root_relative_squared_error: 0.5025,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.8992, kappa: 0.87, kb_relative_information_score: 885511.3331, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9001, predictive_accuracy: 0.8995, prior_entropy: 2.3219, recall: 0.8995, relative_absolute_error: 0.1257, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.5014,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.8992, kappa: 0.87, kb_relative_information_score: 885512.4718, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9001, predictive_accuracy: 0.8995, prior_entropy: 2.3219, recall: 0.8995, relative_absolute_error: 0.1257, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.5014,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878806.9803, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 779028.8849, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.3051, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.5777,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, f_measure: 0.8269, kappa: 0.7754, kb_relative_information_score: 714632.0706, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8302, predictive_accuracy: 0.8276, prior_entropy: 2.3219, recall: 0.8276, relative_absolute_error: 0.3971, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2454, root_relative_squared_error: 0.6135,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9393, f_measure: 0.81, kappa: 0.7533, kb_relative_information_score: 664664.4552, mean_absolute_error: 0.1475, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8168, predictive_accuracy: 0.8114, prior_entropy: 2.3219, recall: 0.8114, relative_absolute_error: 0.4608, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.6473,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.7796, kappa: 0.7137, kb_relative_information_score: 625373.5732, mean_absolute_error: 0.1628, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7942, predictive_accuracy: 0.7824, prior_entropy: 2.3219, recall: 0.7824, relative_absolute_error: 0.5086, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.271, root_relative_squared_error: 0.6774,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.7323, kappa: 0.653, kb_relative_information_score: 592531.1771, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7637, predictive_accuracy: 0.7383, prior_entropy: 2.3219, recall: 0.7383, relative_absolute_error: 0.5461, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2817, root_relative_squared_error: 0.7042,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.7375, kappa: 0.6607, kb_relative_information_score: 571402.9394, mean_absolute_error: 0.1835, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7661, predictive_accuracy: 0.7437, prior_entropy: 2.3219, recall: 0.7437, relative_absolute_error: 0.5733, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.283, root_relative_squared_error: 0.7076,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8671, f_measure: 0.5427, kappa: 0.4299, kb_relative_information_score: 428825.4851, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.641, predictive_accuracy: 0.5737, prior_entropy: 2.3219, recall: 0.5737, relative_absolute_error: 0.7073, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.8261,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8668, f_measure: 0.5312, kappa: 0.4069, kb_relative_information_score: 471211.2587, mean_absolute_error: 0.2085, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6306, predictive_accuracy: 0.5603, prior_entropy: 2.3219, recall: 0.5603, relative_absolute_error: 0.6515, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3287, root_relative_squared_error: 0.8217,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8818, f_measure: 0.6037, kappa: 0.4921, kb_relative_information_score: 507750.1511, mean_absolute_error: 0.1941, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6665, predictive_accuracy: 0.62, prior_entropy: 2.3219, recall: 0.62, relative_absolute_error: 0.6066, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.315, root_relative_squared_error: 0.7876,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8946, f_measure: 0.6497, kappa: 0.5483, kb_relative_information_score: 565604.3462, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7005, predictive_accuracy: 0.66, prior_entropy: 2.3219, recall: 0.66, relative_absolute_error: 0.5525, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3007, root_relative_squared_error: 0.7518,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9094, f_measure: 0.6774, kappa: 0.5854, kb_relative_information_score: 635242.5727, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7279, predictive_accuracy: 0.6867, prior_entropy: 2.3219, recall: 0.6867, relative_absolute_error: 0.4793, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2843, root_relative_squared_error: 0.7109,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9149, f_measure: 0.6891, kappa: 0.5998, kb_relative_information_score: 721735.3365, mean_absolute_error: 0.1192, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7492, predictive_accuracy: 0.6925, prior_entropy: 2.3219, recall: 0.6925, relative_absolute_error: 0.3724, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.6662,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878806.9803, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8988, kappa: 0.8694, kb_relative_information_score: 884992.1101, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8997, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.1263, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.201, root_relative_squared_error: 0.5025,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.8992, kappa: 0.87, kb_relative_information_score: 885512.4718, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9001, predictive_accuracy: 0.8995, prior_entropy: 2.3219, recall: 0.8995, relative_absolute_error: 0.1257, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.5014,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9365, f_measure: 0.9011, kappa: 0.8724, kb_relative_information_score: 887636.0482, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9016, predictive_accuracy: 0.9013, prior_entropy: 2.3219, recall: 0.9013, relative_absolute_error: 0.1234, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.4967,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.8988, kappa: 0.8694, kb_relative_information_score: 884992.1101, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8997, predictive_accuracy: 0.899, prior_entropy: 2.3219, recall: 0.899, relative_absolute_error: 0.1263, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.201, root_relative_squared_error: 0.5025,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.8992, kappa: 0.87, kb_relative_information_score: 885511.3331, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9001, predictive_accuracy: 0.8995, prior_entropy: 2.3219, recall: 0.8995, relative_absolute_error: 0.1257, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.5014,
Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.64, f_measure: 0.3237, kappa: 0.1284, kb_relative_information_score: 181790.058, mean_absolute_error: 0.2902, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.346, predictive_accuracy: 0.3562, prior_entropy: 2.3219, recall: 0.3562, relative_absolute_error: 0.907, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.9617,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.8992, kappa: 0.87, kb_relative_information_score: 885510.1945, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9001, predictive_accuracy: 0.8995, prior_entropy: 2.3219, recall: 0.8995, relative_absolute_error: 0.1257, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.5014,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.8992, kappa: 0.87, kb_relative_information_score: 885510.1945, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9001, predictive_accuracy: 0.8995, prior_entropy: 2.3219, recall: 0.8995, relative_absolute_error: 0.1257, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.5014,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7175, f_measure: 0.5681, kappa: 0.4389, kb_relative_information_score: 513346.8764, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5744, predictive_accuracy: 0.5726, prior_entropy: 2.3219, recall: 0.5726, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4135, root_relative_squared_error: 1.0337,
Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878806.9803, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7175, f_measure: 0.5681, kappa: 0.4389, kb_relative_information_score: 513346.8764, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5744, predictive_accuracy: 0.5726, prior_entropy: 2.3219, recall: 0.5726, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4135, root_relative_squared_error: 1.0337,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7175, f_measure: 0.5681, kappa: 0.4389, kb_relative_information_score: 513348.0151, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5744, predictive_accuracy: 0.5726, prior_entropy: 2.3219, recall: 0.5726, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4135, root_relative_squared_error: 1.0337,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7175, f_measure: 0.5681, kappa: 0.4389, kb_relative_information_score: 513348.0151, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5744, predictive_accuracy: 0.5726, prior_entropy: 2.3219, recall: 0.5726, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4135, root_relative_squared_error: 1.0337,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7114, f_measure: 0.5584, kappa: 0.4268, kb_relative_information_score: 501913.7231, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.563, predictive_accuracy: 0.5626, prior_entropy: 2.3219, recall: 0.5626, relative_absolute_error: 0.5468, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4183, root_relative_squared_error: 1.0458,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.5999, kappa: 0.4976, kb_relative_information_score: 459915.333, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.682, predictive_accuracy: 0.6173, prior_entropy: 2.3219, recall: 0.6173, relative_absolute_error: 0.6693, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3197, root_relative_squared_error: 0.7992,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9401, f_measure: 0.8317, kappa: 0.7816, kb_relative_information_score: 715005.7747, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8345, predictive_accuracy: 0.8323, prior_entropy: 2.3219, recall: 0.8323, relative_absolute_error: 0.397, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.6121,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.6059, kappa: 0.4915, kb_relative_information_score: 544728.6132, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.6777, predictive_accuracy: 0.6181, prior_entropy: 2.3219, recall: 0.6181, relative_absolute_error: 0.5762, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3103, root_relative_squared_error: 0.7757,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 779046.9835, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.3051, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.5777,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.8141, kappa: 0.7586, kb_relative_information_score: 665333.5445, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.82, predictive_accuracy: 0.8153, prior_entropy: 2.3219, recall: 0.8153, relative_absolute_error: 0.4626, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2598, root_relative_squared_error: 0.6495,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9399, f_measure: 0.8159, kappa: 0.7611, kb_relative_information_score: 635149.0663, mean_absolute_error: 0.1614, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8209, predictive_accuracy: 0.8169, prior_entropy: 2.3219, recall: 0.8169, relative_absolute_error: 0.5042, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2628, root_relative_squared_error: 0.657,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.6815, kappa: 0.5897, kb_relative_information_score: 635107.9762, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7306, predictive_accuracy: 0.6896, prior_entropy: 2.3219, recall: 0.6896, relative_absolute_error: 0.4803, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.284, root_relative_squared_error: 0.71,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9149, f_measure: 0.6888, kappa: 0.5993, kb_relative_information_score: 721759.3304, mean_absolute_error: 0.1191, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.749, predictive_accuracy: 0.6921, prior_entropy: 2.3219, recall: 0.6921, relative_absolute_error: 0.3723, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2665, root_relative_squared_error: 0.6662,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9312, f_measure: 0.8931, kappa: 0.862, kb_relative_information_score: 878493.8524, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.894, predictive_accuracy: 0.8933, prior_entropy: 2.3219, recall: 0.8933, relative_absolute_error: 0.1334, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2066, root_relative_squared_error: 0.5165,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878799.0097, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.1331, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5159,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878808.1189, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Joaquin Vanschoren 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7302, f_measure: 0.4477, kappa: 0.2822, kb_relative_information_score: 325721.3048, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4503, predictive_accuracy: 0.4527, prior_entropy: 2.3219, recall: 0.4527, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3721, root_relative_squared_error: 0.9303,
Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6338, f_measure: 0.333, kappa: 0.137, kb_relative_information_score: 189230.5472, mean_absolute_error: 0.2887, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3508, predictive_accuracy: 0.3606, prior_entropy: 2.3219, recall: 0.3606, relative_absolute_error: 0.9021, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3866, root_relative_squared_error: 0.9665,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7302, f_measure: 0.4477, kappa: 0.2822, kb_relative_information_score: 325721.3048, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4503, predictive_accuracy: 0.4527, prior_entropy: 2.3219, recall: 0.4527, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3721, root_relative_squared_error: 0.9303,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878804.703, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7175, f_measure: 0.5681, kappa: 0.4389, kb_relative_information_score: 513348.0151, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5744, predictive_accuracy: 0.5726, prior_entropy: 2.3219, recall: 0.5726, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4135, root_relative_squared_error: 1.0337,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878804.703, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.2271, kappa: 0.0004, kb_relative_information_score: 119943.2394, mean_absolute_error: 0.3092, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2271, predictive_accuracy: 0.2271, prior_entropy: 2.3219, recall: 0.2271, relative_absolute_error: 0.9661, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.556, root_relative_squared_error: 1.3901,
Jan van Rijn 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.1385, kappa: -0, kb_relative_information_score: 104455.7694, mean_absolute_error: 0.3093, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0901, predictive_accuracy: 0.3001, prior_entropy: 2.3219, recall: 0.3001, relative_absolute_error: 0.9665, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.9831,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5759, f_measure: 0.142, kappa: 0.0519, kb_relative_information_score: 148086.3051, mean_absolute_error: 0.3089, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1811, predictive_accuracy: 0.22, prior_entropy: 2.3219, recall: 0.22, relative_absolute_error: 0.9652, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.496, root_relative_squared_error: 1.24,
Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5251, f_measure: 0.1321, kappa: 0.0456, kb_relative_information_score: 103200.5756, mean_absolute_error: 0.315, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1936, predictive_accuracy: 0.2124, prior_entropy: 2.3219, recall: 0.2124, relative_absolute_error: 0.9845, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5613, root_relative_squared_error: 1.4032,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5062, f_measure: 0.0475, kappa: 0, kb_relative_information_score: 101871.3687, mean_absolute_error: 0.3231, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.117, predictive_accuracy: 0.1663, prior_entropy: 2.3219, recall: 0.1663, relative_absolute_error: 1.0098, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4953, root_relative_squared_error: 1.2382,
Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0474, kb_relative_information_score: 50727.1726, mean_absolute_error: 0.3335, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0277, predictive_accuracy: 0.1663, prior_entropy: 2.3219, recall: 0.1663, relative_absolute_error: 1.0421, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5775, root_relative_squared_error: 1.4437,
Jan van Rijn 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.9017, kappa: 0.8732, kb_relative_information_score: 888281.661, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.902, predictive_accuracy: 0.9019, prior_entropy: 2.3219, recall: 0.9019, relative_absolute_error: 0.1226, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.4953,
Joaquin Vanschoren 9 years ago
ran flow moa.kNN(2) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 865552.386, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.1659, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.4389,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8934, kappa: 0.8624, kb_relative_information_score: 878806.9803, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8943, predictive_accuracy: 0.8936, prior_entropy: 2.3219, recall: 0.8936, relative_absolute_error: 0.133, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.5158,
Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7175, f_measure: 0.5681, kappa: 0.4389, kb_relative_information_score: 513346.8764, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5744, predictive_accuracy: 0.5726, prior_entropy: 2.3219, recall: 0.5726, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4135, root_relative_squared_error: 1.0337,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7175, f_measure: 0.5681, kappa: 0.4389, kb_relative_information_score: 513346.8764, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5744, predictive_accuracy: 0.5726, prior_entropy: 2.3219, recall: 0.5726, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4135, root_relative_squared_error: 1.0337,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7175, f_measure: 0.5681, kappa: 0.4389, kb_relative_information_score: 513348.0151, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5744, predictive_accuracy: 0.5726, prior_entropy: 2.3219, recall: 0.5726, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4135, root_relative_squared_error: 1.0337,
Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7114, f_measure: 0.5584, kappa: 0.4268, kb_relative_information_score: 501877.2864, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5629, predictive_accuracy: 0.5625, prior_entropy: 2.3219, recall: 0.5625, relative_absolute_error: 0.5468, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4183, root_relative_squared_error: 1.0458,
Jan van Rijn 9 years ago
ran flow moa.HoeffdingOptionTree(6) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8166, f_measure: 0.5584, kappa: 0.4268, kb_relative_information_score: 414688.3362, mean_absolute_error: 0.22, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5629, predictive_accuracy: 0.5625, prior_entropy: 2.3219, recall: 0.5625, relative_absolute_error: 0.6875, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.8418,
Joaquin Vanschoren 9 years ago
ran flow moa.MajorityVoteEnsemble(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.5999, kappa: 0.4976, kb_relative_information_score: 459915.333, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.682, predictive_accuracy: 0.6173, prior_entropy: 2.3219, recall: 0.6173, relative_absolute_error: 0.6693, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3197, root_relative_squared_error: 0.7992,
Jan van Rijn 9 years ago
ran flow moa.NaiveBayesMultinomial(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5469, f_measure: 0.1657, kappa: 0.002, kb_relative_information_score: 101550.7557, mean_absolute_error: 0.3096, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2412, predictive_accuracy: 0.2964, prior_entropy: 2.3219, recall: 0.2964, relative_absolute_error: 0.9674, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3931, root_relative_squared_error: 0.9828,
Joaquin Vanschoren 9 years ago
ran flow moa.kNNwithPAW(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.8992, kappa: 0.87, kb_relative_information_score: 873373.5413, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9001, predictive_accuracy: 0.8995, prior_entropy: 2.3219, recall: 0.8995, relative_absolute_error: 0.1555, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1708, root_relative_squared_error: 0.4269,
Joaquin Vanschoren 9 years ago
ran flow moa.AMRulesRegressor(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591,
Joaquin Vanschoren 9 years ago
ran flow moa.TargetMean(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

Given inputs

estimation_procedure Interleaved Test then Train
source_data RandomRBF_50_1E-4 (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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