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Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.9103, kappa: 0.8203, kb_relative_information_score: 820720, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9106, predictive_accuracy: 0.9104, prior_entropy: 1, recall: 0.9104, relative_absolute_error: 0.1793, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2994, root_relative_squared_error: 0.5988,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6576, f_measure: 0.6583, kappa: 0.3153, kb_relative_information_score: 316746, mean_absolute_error: 0.3416, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6583, predictive_accuracy: 0.6584, prior_entropy: 1, recall: 0.6584, relative_absolute_error: 0.6833, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5845, root_relative_squared_error: 1.169,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9368, f_measure: 0.9395, kappa: 0.8724, kb_relative_information_score: 115192, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9395, predictive_accuracy: 0.9394, prior_entropy: 1, recall: 0.9394, relative_absolute_error: 0.1212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2461, root_relative_squared_error: 0.4923,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5906, f_measure: 0.5905, kappa: 0.1812, kb_relative_information_score: 181104, mean_absolute_error: 0.4094, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5907, predictive_accuracy: 0.5906, prior_entropy: 1, recall: 0.5906, relative_absolute_error: 0.8189, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6399, root_relative_squared_error: 1.2798,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8924, f_measure: 0.8636, kappa: 0.7808, kb_relative_information_score: 495517.4468, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8706, predictive_accuracy: 0.8637, prior_entropy: 2.8074, recall: 0.8637, relative_absolute_error: 0.1591, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.564,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5352, f_measure: 0.5104, kappa: 0.0704, kb_relative_information_score: 470725.0463, mean_absolute_error: 0.1859, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5441, predictive_accuracy: 0.5352, prior_entropy: 2.3219, recall: 0.5352, relative_absolute_error: 0.581, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4312, root_relative_squared_error: 1.078,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7957, f_measure: 0.7607, kappa: 0.5998, kb_relative_information_score: 1099513.5945, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7819, predictive_accuracy: 0.7661, prior_entropy: 3.3219, recall: 0.7661, relative_absolute_error: 0.2599, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.7209,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5121, f_measure: 0.225, kappa: 0.0241, kb_relative_information_score: 116917.388, mean_absolute_error: 0.3657, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.2888, predictive_accuracy: 0.2687, prior_entropy: 2, recall: 0.2687, relative_absolute_error: 0.9751, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6047, root_relative_squared_error: 1.3965,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5109, f_measure: 0.4724, kappa: 0.0211, kb_relative_information_score: -6718, mean_absolute_error: 0.5034, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5159, predictive_accuracy: 0.4966, prior_entropy: 1, recall: 0.4966, relative_absolute_error: 1.0067, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7095, root_relative_squared_error: 1.419,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7258, f_measure: 0.6956, kappa: 0.4658, kb_relative_information_score: 579061.037, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7246, predictive_accuracy: 0.7115, prior_entropy: 3.3219, recall: 0.7115, relative_absolute_error: 0.3205, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2402, root_relative_squared_error: 0.8006,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.551, f_measure: 0.5294, kappa: 0.102, kb_relative_information_score: 488794.2337, mean_absolute_error: 0.1796, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5624, predictive_accuracy: 0.551, prior_entropy: 2.3219, recall: 0.551, relative_absolute_error: 0.5612, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4238, root_relative_squared_error: 1.0594,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5211, f_measure: 0.2332, kappa: 0.0428, kb_relative_information_score: 182027.9608, mean_absolute_error: 0.2873, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2898, predictive_accuracy: 0.2816, prior_entropy: 2.3219, recall: 0.2816, relative_absolute_error: 0.898, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.536, root_relative_squared_error: 1.3401,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5238, f_measure: 0.2394, kappa: 0.0487, kb_relative_information_score: 186732.8497, mean_absolute_error: 0.2857, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2991, predictive_accuracy: 0.2858, prior_entropy: 2.3219, recall: 0.2858, relative_absolute_error: 0.8928, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5345, root_relative_squared_error: 1.3363,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6102, f_measure: 0.2846, kappa: 0.2163, kb_relative_information_score: 274173.3397, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.2866, predictive_accuracy: 0.2873, prior_entropy: 4.2479, recall: 0.2873, relative_absolute_error: 0.7523, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2739, root_relative_squared_error: 1.2267,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5386, f_measure: 0.1695, kappa: 0.0772, kb_relative_information_score: 131458.6653, mean_absolute_error: 0.1661, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1696, predictive_accuracy: 0.1695, prior_entropy: 3.3219, recall: 0.1695, relative_absolute_error: 0.9228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4076, root_relative_squared_error: 1.3585,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5816, f_measure: 0.5515, kappa: 0.147, kb_relative_information_score: 102748, mean_absolute_error: 0.4486, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6119, predictive_accuracy: 0.5514, prior_entropy: 1, recall: 0.5514, relative_absolute_error: 0.8973, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6698, root_relative_squared_error: 1.3396,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5236, f_measure: 0.2386, kappa: 0.0481, kb_relative_information_score: 186289.916, mean_absolute_error: 0.2859, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2985, predictive_accuracy: 0.2854, prior_entropy: 2.3219, recall: 0.2854, relative_absolute_error: 0.8933, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5347, root_relative_squared_error: 1.3366,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.872, f_measure: 0.8694, kappa: 0.7348, kb_relative_information_score: 33420, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8728, predictive_accuracy: 0.8688, prior_entropy: 1, recall: 0.8688, relative_absolute_error: 0.2624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3622, root_relative_squared_error: 0.7245,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5801, f_measure: 0.5499, kappa: 0.1444, kb_relative_information_score: 99702, mean_absolute_error: 0.4501, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6105, predictive_accuracy: 0.5499, prior_entropy: 1, recall: 0.5499, relative_absolute_error: 0.9003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6709, root_relative_squared_error: 1.3419,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.529, f_measure: 0.2464, kappa: 0.0585, kb_relative_information_score: 194789.915, mean_absolute_error: 0.2829, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.307, predictive_accuracy: 0.2928, prior_entropy: 2.3219, recall: 0.2928, relative_absolute_error: 0.884, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5319, root_relative_squared_error: 1.3296,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7317, f_measure: 0.7199, kappa: 0.425, kb_relative_information_score: 427192, mean_absolute_error: 0.2864, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7541, predictive_accuracy: 0.7136, prior_entropy: 1, recall: 0.7136, relative_absolute_error: 0.5728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5352, root_relative_squared_error: 1.0703,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5278, f_measure: 0.2443, kappa: 0.0562, kb_relative_information_score: 192813.224, mean_absolute_error: 0.2836, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3045, predictive_accuracy: 0.2911, prior_entropy: 2.3219, recall: 0.2911, relative_absolute_error: 0.8861, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5325, root_relative_squared_error: 1.3313,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6188, f_measure: 0.5053, kappa: 0.1736, kb_relative_information_score: 299649.9929, mean_absolute_error: 0.29, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6562, predictive_accuracy: 0.42, prior_entropy: 2, recall: 0.42, relative_absolute_error: 0.7733, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5385, root_relative_squared_error: 1.2436,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5214, f_measure: 0.3767, kappa: 0.0456, kb_relative_information_score: 10984.6724, mean_absolute_error: 0.3902, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3909, predictive_accuracy: 0.4147, prior_entropy: 1.585, recall: 0.4147, relative_absolute_error: 0.878, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6247, root_relative_squared_error: 1.3251,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5978, f_measure: 0.57, kappa: 0.1868, kb_relative_information_score: 158934, mean_absolute_error: 0.4205, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.617, predictive_accuracy: 0.5795, prior_entropy: 1, recall: 0.5795, relative_absolute_error: 0.8411, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6485, root_relative_squared_error: 1.297,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5319, f_measure: 0.8515, kappa: 0.086, kb_relative_information_score: 254899.325, mean_absolute_error: 0.048, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8301, predictive_accuracy: 0.88, prior_entropy: 2.3219, recall: 0.88, relative_absolute_error: 0.15, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.5478,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5368, f_measure: 0.2147, kappa: 0.0637, kb_relative_information_score: 168216.39, mean_absolute_error: 0.2517, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.3507, predictive_accuracy: 0.245, prior_entropy: 2.585, recall: 0.245, relative_absolute_error: 0.906, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5017, root_relative_squared_error: 1.3461,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6165, f_measure: 0.3956, kappa: 0.2424, kb_relative_information_score: 375801.4675, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.4535, predictive_accuracy: 0.4335, prior_entropy: 2.585, recall: 0.4335, relative_absolute_error: 0.6799, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4346, root_relative_squared_error: 1.1661,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5357, f_measure: 0.1481, kappa: 0.0715, kb_relative_information_score: 128839.0428, mean_absolute_error: 0.1666, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.2711, predictive_accuracy: 0.167, prior_entropy: 3.3219, recall: 0.167, relative_absolute_error: 0.9256, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4082, root_relative_squared_error: 1.3606,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6899, f_measure: 0.6911, kappa: 0.3894, kb_relative_information_score: 661932.3242, mean_absolute_error: 0.1188, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.712, predictive_accuracy: 0.7031, prior_entropy: 2.3219, recall: 0.7031, relative_absolute_error: 0.3711, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.8615,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6868, f_measure: 0.6951, kappa: 0.3869, kb_relative_information_score: 415492, mean_absolute_error: 0.2923, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.719, predictive_accuracy: 0.7077, prior_entropy: 1, recall: 0.7077, relative_absolute_error: 0.5845, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5406, root_relative_squared_error: 1.0812,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5028, f_measure: 0.0241, kappa: 0.0057, kb_relative_information_score: 32968.4161, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0642, predictive_accuracy: 0.0445, prior_entropy: 4.7004, recall: 0.0445, relative_absolute_error: 0.9938, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2711, root_relative_squared_error: 1.4098,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6067, f_measure: 0.2923, kappa: 0.2135, kb_relative_information_score: 259718.73, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.2937, predictive_accuracy: 0.2921, prior_entropy: 3.3219, recall: 0.2921, relative_absolute_error: 0.7865, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3763, root_relative_squared_error: 1.2542,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5094, f_measure: 0.5405, kappa: 0.0226, kb_relative_information_score: 29673, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5593, predictive_accuracy: 0.6227, prior_entropy: 1, recall: 0.6227, relative_absolute_error: 0.7546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6142, root_relative_squared_error: 1.2285,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5018, f_measure: 0.0499, kappa: 0.0036, kb_relative_information_score: 58280.9954, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.1031, predictive_accuracy: 0.0943, prior_entropy: 3.4594, recall: 0.0943, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4058, root_relative_squared_error: 1.4116,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5018, f_measure: 0.0499, kappa: 0.0036, kb_relative_information_score: 58280.9954, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.1031, predictive_accuracy: 0.0943, prior_entropy: 3.4594, recall: 0.0943, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4058, root_relative_squared_error: 1.4116,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5574, f_measure: 0.2741, kappa: 0.1166, kb_relative_information_score: 241418.1337, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.363, predictive_accuracy: 0.3115, prior_entropy: 2.585, recall: 0.3115, relative_absolute_error: 0.8262, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.4791, root_relative_squared_error: 1.2855,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5157, f_measure: 0.095, kappa: 0.0315, kb_relative_information_score: 88539.7321, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1751, predictive_accuracy: 0.1284, prior_entropy: 3.3219, recall: 0.1284, relative_absolute_error: 0.9684, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4175, root_relative_squared_error: 1.3917,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5756, f_measure: 0.6144, kappa: 0.1507, kb_relative_information_score: 8950, mean_absolute_error: 0.3863, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6151, predictive_accuracy: 0.6137, prior_entropy: 1, recall: 0.6137, relative_absolute_error: 0.7726, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6215, root_relative_squared_error: 1.2431,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6143, f_measure: 0.6661, kappa: 0.1892, kb_relative_information_score: 14008, mean_absolute_error: 0.3566, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.7133, predictive_accuracy: 0.6434, prior_entropy: 1, recall: 0.6434, relative_absolute_error: 0.7132, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5972, root_relative_squared_error: 1.1943,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9993, kb_relative_information_score: 999351.066, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 2.585, recall: 0.9994, relative_absolute_error: 0.0007, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.014, root_relative_squared_error: 0.0376,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5282, f_measure: 0.5121, kappa: 0.0599, kb_relative_information_score: 67745, mean_absolute_error: 0.4372, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.5499, predictive_accuracy: 0.5628, prior_entropy: 1, recall: 0.5628, relative_absolute_error: 0.8744, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6612, root_relative_squared_error: 1.3224,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9982, kappa: 0.9947, kb_relative_information_score: 996472, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9982, predictive_accuracy: 0.9982, prior_entropy: 1, recall: 0.9982, relative_absolute_error: 0.0035, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.042, root_relative_squared_error: 0.084,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6193, f_measure: 0.6769, kappa: 0.1818, kb_relative_information_score: 292782, mean_absolute_error: 0.3536, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7425, predictive_accuracy: 0.6464, prior_entropy: 1, recall: 0.6464, relative_absolute_error: 0.7072, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5947, root_relative_squared_error: 1.1893,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5039, f_measure: 0.5753, kappa: 0.0091, kb_relative_information_score: 254388, mean_absolute_error: 0.3728, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5646, predictive_accuracy: 0.6272, prior_entropy: 1, recall: 0.6272, relative_absolute_error: 0.7456, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6106, root_relative_squared_error: 1.2212,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999980, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0032, root_relative_squared_error: 0.0063,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999972, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0037, root_relative_squared_error: 0.0075,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set Stagger3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 999992, mean_absolute_error: 0, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 1, predictive_accuracy: 1, prior_entropy: 1, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.002, root_relative_squared_error: 0.004,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5468, f_measure: 0.3288, kappa: 0.1043, kb_relative_information_score: 367742.4227, mean_absolute_error: 0.1674, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.3678, predictive_accuracy: 0.4142, prior_entropy: 2.8074, recall: 0.4142, relative_absolute_error: 0.6835, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4091, root_relative_squared_error: 1.1692,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6415, f_measure: 0.6269, kappa: 0.283, kb_relative_information_score: 27884, mean_absolute_error: 0.3585, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.6677, predictive_accuracy: 0.6415, prior_entropy: 1, recall: 0.6415, relative_absolute_error: 0.717, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5987, root_relative_squared_error: 1.1975,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5608, f_measure: 0.5417, kappa: 0.1032, kb_relative_information_score: 30099, mean_absolute_error: 0.4692, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.6132, predictive_accuracy: 0.5308, prior_entropy: 1, recall: 0.5308, relative_absolute_error: 0.9384, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.685, root_relative_squared_error: 1.37,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6904, f_measure: 0.5714, kappa: 0.3757, kb_relative_information_score: 431898.825, mean_absolute_error: 0.2766, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.6381, predictive_accuracy: 0.585, prior_entropy: 1.585, recall: 0.585, relative_absolute_error: 0.6224, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.526, root_relative_squared_error: 1.1157,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.994, kappa: 0.9366, kb_relative_information_score: 395104, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.994, predictive_accuracy: 0.994, prior_entropy: 1, recall: 0.994, relative_absolute_error: 0.0121, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0778, root_relative_squared_error: 0.1555,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5136, f_measure: 0.6103, kappa: 0.0322, kb_relative_information_score: 312900, mean_absolute_error: 0.3436, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.597, predictive_accuracy: 0.6565, prior_entropy: 1, recall: 0.6565, relative_absolute_error: 0.6871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5861, root_relative_squared_error: 1.1723,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5094, f_measure: 0.5405, kappa: 0.0226, kb_relative_information_score: 29673, mean_absolute_error: 0.3773, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5593, predictive_accuracy: 0.6227, prior_entropy: 1, recall: 0.6227, relative_absolute_error: 0.7546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6142, root_relative_squared_error: 1.2285,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5018, f_measure: 0.0499, kappa: 0.0036, kb_relative_information_score: 58280.9954, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.1031, predictive_accuracy: 0.0943, prior_entropy: 3.4594, recall: 0.0943, relative_absolute_error: 0.9963, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.4058, root_relative_squared_error: 1.4116,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6671, f_measure: 0.6926, kappa: 0.3331, kb_relative_information_score: 384196, mean_absolute_error: 0.3079, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6931, predictive_accuracy: 0.6921, prior_entropy: 1, recall: 0.6921, relative_absolute_error: 0.6158, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5549, root_relative_squared_error: 1.1098,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.799, f_measure: 0.6576, kappa: 0.598, kb_relative_information_score: 628122.0586, mean_absolute_error: 0.0985, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6613, predictive_accuracy: 0.6554, prior_entropy: 2.8074, recall: 0.6554, relative_absolute_error: 0.402, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3138, root_relative_squared_error: 0.8967,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5763, f_measure: 0.539, kappa: 0.1439, kb_relative_information_score: 113966, mean_absolute_error: 0.4471, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.5982, predictive_accuracy: 0.5529, prior_entropy: 1, recall: 0.5529, relative_absolute_error: 0.8942, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6686, root_relative_squared_error: 1.3373,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6553, f_measure: 0.6451, kappa: 0.1975, kb_relative_information_score: 521137.3538, mean_absolute_error: 0.1449, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7732, predictive_accuracy: 0.5654, prior_entropy: 2.585, recall: 0.5654, relative_absolute_error: 0.5216, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3806, root_relative_squared_error: 1.0213,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5136, f_measure: 0.1092, kappa: 0.027, kb_relative_information_score: 92486.4973, mean_absolute_error: 0.1914, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.177, predictive_accuracy: 0.1387, prior_entropy: 3.1699, recall: 0.1387, relative_absolute_error: 0.969, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.4375, root_relative_squared_error: 1.3921,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5202, f_measure: 0.3237, kappa: 0.0406, kb_relative_information_score: 128002.1952, mean_absolute_error: 0.4246, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.3816, predictive_accuracy: 0.3631, prior_entropy: 1.585, recall: 0.3631, relative_absolute_error: 0.9554, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6516, root_relative_squared_error: 1.3823,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5251, f_measure: 0.5461, kappa: 0.0502, kb_relative_information_score: 91712, mean_absolute_error: 0.4541, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5464, predictive_accuracy: 0.5459, prior_entropy: 1, recall: 0.5459, relative_absolute_error: 0.9083, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6739, root_relative_squared_error: 1.3478,
Jan van Rijn 8 years ago
ran flow moa.DynamicWeightedMajority_HoeffdingTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6881, f_measure: 0.7255, kappa: 0.3288, kb_relative_information_score: 597.2207, mean_absolute_error: 0.1013, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.7942, predictive_accuracy: 0.696, prior_entropy: 2.585, recall: 0.696, relative_absolute_error: 0.3648, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3183, root_relative_squared_error: 0.8542,