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Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.847, kappa: 0.6745, kb_relative_information_score: 580747.7177, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8488, prior_entropy: 1, ram_hours: 0, recall: 0.8488, relative_absolute_error: 0.4533, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3437, root_relative_squared_error: 0.6874, run_cpu_time: 9.62,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, f_measure: 0.9196, kappa: 0.1492, kb_relative_information_score: 828600.0126, mean_absolute_error: 0.0927, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9199, predictive_accuracy: 0.9398, prior_entropy: 1, ram_hours: 0, recall: 0.9398, relative_absolute_error: 0.1855, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2178, root_relative_squared_error: 0.4357, run_cpu_time: 17.8,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.989, kappa: 0.9779, kb_relative_information_score: 972504.346, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.989, prior_entropy: 1, ram_hours: 0, recall: 0.989, relative_absolute_error: 0.0293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0944, root_relative_squared_error: 0.1889, run_cpu_time: 15.32,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9792, f_measure: 0.8633, kappa: 0.8404, kb_relative_information_score: 838693.8531, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8644, predictive_accuracy: 0.8632, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8632, relative_absolute_error: 0.2191, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.4808, run_cpu_time: 27.89,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.6898, kappa: 0.6558, kb_relative_information_score: 645758.6635, mean_absolute_error: 0.0868, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6899, predictive_accuracy: 0.6902, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6902, relative_absolute_error: 0.4821, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.7069, run_cpu_time: 35.26,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.8875, kappa: 0.7721, kb_relative_information_score: 698245.6048, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8875, predictive_accuracy: 0.8876, prior_entropy: 1, ram_hours: 0, recall: 0.8876, relative_absolute_error: 0.3212, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2891, root_relative_squared_error: 0.5782, run_cpu_time: 12.86,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.8905, kappa: 0.781, kb_relative_information_score: 827480.0378, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8905, predictive_accuracy: 0.8905, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8905, relative_absolute_error: 0.2473, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.192, root_relative_squared_error: 0.48, run_cpu_time: 15.89,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9461, kappa: 0.8831, kb_relative_information_score: 858528.8436, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9462, predictive_accuracy: 0.9461, prior_entropy: 1, ram_hours: 0, recall: 0.9461, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4199, run_cpu_time: 21.92,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.911, f_measure: 0.6977, kappa: 0.6072, kb_relative_information_score: 656173.804, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6918, predictive_accuracy: 0.7118, prior_entropy: 2.585, ram_hours: 0.0002, recall: 0.7118, relative_absolute_error: 0.4205, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2613, root_relative_squared_error: 0.7011, run_cpu_time: 40.44,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set vehicle
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7472, f_measure: 0.3636, kappa: 0.2248, kb_relative_information_score: 264.1157, mean_absolute_error: 0.29, mean_prior_absolute_error: 0.375, number_of_instances: 846, precision: 0.4528, predictive_accuracy: 0.4137, prior_entropy: 2, recall: 0.4137, relative_absolute_error: 0.7734, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4765, root_relative_squared_error: 1.1005, run_cpu_time: 0.04,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set letter
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.6321, kappa: 0.6199, kb_relative_information_score: 13572.6896, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.6469, predictive_accuracy: 0.6346, prior_entropy: 4.7004, recall: 0.6346, relative_absolute_error: 0.4399, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1422, root_relative_squared_error: 0.7395, run_cpu_time: 3.84,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set vowel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.5644, kappa: 0.5222, kb_relative_information_score: 576.1867, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.1653, number_of_instances: 990, precision: 0.5807, predictive_accuracy: 0.5657, prior_entropy: 3.4594, recall: 0.5657, relative_absolute_error: 0.5394, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2427, root_relative_squared_error: 0.8441, run_cpu_time: 0.11,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set colic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7958, f_measure: 0.7613, kappa: 0.4985, kb_relative_information_score: 183.1464, mean_absolute_error: 0.2536, mean_prior_absolute_error: 0.5, number_of_instances: 368, precision: 0.7703, predictive_accuracy: 0.7582, prior_entropy: 1, recall: 0.7582, relative_absolute_error: 0.5073, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.446, root_relative_squared_error: 0.8919, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set arrhythmia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.609, f_measure: 0.5019, kappa: 0.2239, kb_relative_information_score: 234.3309, mean_absolute_error: 0.0634, mean_prior_absolute_error: 0.1172, number_of_instances: 452, precision: 0.4983, predictive_accuracy: 0.5465, prior_entropy: 4, recall: 0.5465, relative_absolute_error: 0.5408, root_mean_prior_squared_error: 0.2421, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.9578, run_cpu_time: 0.57,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8355, f_measure: 0.7831, kappa: 0.5085, kb_relative_information_score: 507641.6161, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7822, predictive_accuracy: 0.7866, prior_entropy: 1, ram_hours: 0.0019, recall: 0.7866, relative_absolute_error: 0.5074, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.397, root_relative_squared_error: 0.794, run_cpu_time: 116.29,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9159, f_measure: 0.7617, kappa: 0.6921, kb_relative_information_score: 687967.5545, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7614, predictive_accuracy: 0.7631, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7631, relative_absolute_error: 0.3787, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.6589, run_cpu_time: 27.4,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.8946, kappa: 0.7732, kb_relative_information_score: 719490.4033, mean_absolute_error: 0.1501, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8945, predictive_accuracy: 0.895, prior_entropy: 1, ram_hours: 0, recall: 0.895, relative_absolute_error: 0.3002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2845, root_relative_squared_error: 0.569, run_cpu_time: 19.25,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9678, f_measure: 0.9035, kappa: 0.8199, kb_relative_information_score: 856287.3673, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9036, predictive_accuracy: 0.9039, prior_entropy: 2, ram_hours: 0, recall: 0.9039, relative_absolute_error: 0.1841, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1906, root_relative_squared_error: 0.4402, run_cpu_time: 19.68,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(breast-cancer,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7883, f_measure: 0.7621, kappa: 0.408, kb_relative_information_score: 419020.5634, mean_absolute_error: 0.3057, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7691, predictive_accuracy: 0.7792, prior_entropy: 1, ram_hours: 0, recall: 0.7792, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.795, run_cpu_time: 11.17,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.5039, kappa: 0.4899, kb_relative_information_score: 559147.6026, mean_absolute_error: 0.0457, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5121, predictive_accuracy: 0.5095, prior_entropy: 4.7004, ram_hours: 0, recall: 0.5095, relative_absolute_error: 0.6172, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1551, root_relative_squared_error: 0.8067, run_cpu_time: 92.12,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, f_measure: 0.8321, kappa: 0.7822, kb_relative_information_score: 777876.9503, mean_absolute_error: 0.0879, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8326, predictive_accuracy: 0.8319, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8319, relative_absolute_error: 0.2745, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2258, root_relative_squared_error: 0.5645, run_cpu_time: 26.99,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8679, kappa: 0.6703, kb_relative_information_score: 848411.8237, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8672, predictive_accuracy: 0.8697, prior_entropy: 2.585, ram_hours: 0, recall: 0.8697, relative_absolute_error: 0.2107, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.4699, run_cpu_time: 34.3,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9055, kappa: 0.8949, kb_relative_information_score: 901768.0467, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9061, predictive_accuracy: 0.9054, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9054, relative_absolute_error: 0.1254, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.4123, run_cpu_time: 91.66,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9637, f_measure: 0.7155, kappa: 0.6878, kb_relative_information_score: 710370.8091, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.7155, predictive_accuracy: 0.7162, prior_entropy: 3.4594, ram_hours: 0, recall: 0.7162, relative_absolute_error: 0.4093, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1872, root_relative_squared_error: 0.6511, run_cpu_time: 41.6,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6609, f_measure: 0.5925, kappa: 0.1857, kb_relative_information_score: 195092.7675, mean_absolute_error: 0.4098, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7104, predictive_accuracy: 0.663, prior_entropy: 1, ram_hours: 0, recall: 0.663, relative_absolute_error: 0.8196, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4539, root_relative_squared_error: 0.9079, run_cpu_time: 45.4,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.8014, kappa: 0.7817, kb_relative_information_score: 800429.4983, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8015, predictive_accuracy: 0.8035, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.8035, relative_absolute_error: 0.2816, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.5585, run_cpu_time: 93.05,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.2815, kappa: 0.0743, kb_relative_information_score: 153379.4542, mean_absolute_error: 0.298, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3123, predictive_accuracy: 0.3226, prior_entropy: 2.3219, ram_hours: 0, recall: 0.3226, relative_absolute_error: 0.9313, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.393, root_relative_squared_error: 0.9825, run_cpu_time: 23.78,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.7839, kappa: 0.7204, kb_relative_information_score: 754788.5474, mean_absolute_error: 0.0777, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.7848, predictive_accuracy: 0.7834, prior_entropy: 2.8074, ram_hours: 0, recall: 0.7834, relative_absolute_error: 0.3174, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.212, root_relative_squared_error: 0.6059, run_cpu_time: 40.98,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set mfeat-fourier
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9636, f_measure: 0.8009, kappa: 0.7794, kb_relative_information_score: 1607.3625, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8633, predictive_accuracy: 0.8015, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8015, relative_absolute_error: 0.2228, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.6258, run_cpu_time: 0.2729,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set labor
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.6522, kappa: 0.2303, kb_relative_information_score: 23.4602, mean_absolute_error: 0.2947, mean_prior_absolute_error: 0.5, number_of_instances: 57, precision: 0.705, predictive_accuracy: 0.7018, prior_entropy: 1, ram_hours: 0, recall: 0.7018, relative_absolute_error: 0.5895, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4689, root_relative_squared_error: 0.9377, run_cpu_time: 0.0023,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set hayes-roth_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.723, f_measure: 0.5577, kappa: 0.2242, kb_relative_information_score: 14.5941, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.654, predictive_accuracy: 0.6071, prior_entropy: 2, ram_hours: 0, recall: 0.6071, relative_absolute_error: 0.5612, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3944, root_relative_squared_error: 0.9108, run_cpu_time: 0.0009,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set abalone
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.697, f_measure: 0.2106, kappa: 0.1337, kb_relative_information_score: 1284.5602, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.0666, number_of_instances: 4177, precision: 0.2182, predictive_accuracy: 0.2179, prior_entropy: 4.858, ram_hours: 0, recall: 0.2179, relative_absolute_error: 0.8531, root_mean_prior_squared_error: 0.1825, root_mean_squared_error: 0.1898, root_relative_squared_error: 1.0401, run_cpu_time: 0.4,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8722, f_measure: 0.7788, kappa: 0.6434, kb_relative_information_score: 351.8566, mean_absolute_error: 0.2317, mean_prior_absolute_error: 0.4444, number_of_instances: 625, precision: 0.7717, predictive_accuracy: 0.8064, prior_entropy: 1.585, ram_hours: 0, recall: 0.8064, relative_absolute_error: 0.5214, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3382, root_relative_squared_error: 0.7174, run_cpu_time: 0.0051,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7537, f_measure: 0.7223, kappa: 0.3752, kb_relative_information_score: 12543.9024, mean_absolute_error: 0.3559, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7225, predictive_accuracy: 0.7315, prior_entropy: 1, ram_hours: 0, recall: 0.7315, relative_absolute_error: 0.7118, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4293, root_relative_squared_error: 0.8586, run_cpu_time: 0.2386,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set car
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9666, f_measure: 0.7893, kappa: 0.5439, kb_relative_information_score: 1333.8203, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.375, number_of_instances: 1728, precision: 0.8087, predictive_accuracy: 0.82, prior_entropy: 2, ram_hours: 0, recall: 0.82, relative_absolute_error: 0.2733, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2423, root_relative_squared_error: 0.5595, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set eucalyptus
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7974, f_measure: 0.5107, kappa: 0.3742, kb_relative_information_score: 322.8552, mean_absolute_error: 0.2033, mean_prior_absolute_error: 0.32, number_of_instances: 736, precision: 0.5352, predictive_accuracy: 0.5163, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5163, relative_absolute_error: 0.6354, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3979, root_relative_squared_error: 0.9948, run_cpu_time: 0.0233,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set dermatology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9103, kappa: 0.8838, kb_relative_information_score: 326.5331, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.2778, number_of_instances: 366, precision: 0.9219, predictive_accuracy: 0.9071, prior_entropy: 2.585, ram_hours: 0, recall: 0.9071, relative_absolute_error: 0.134, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.4338, run_cpu_time: 0.0161,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set ionosphere
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.7766, kappa: 0.5489, kb_relative_information_score: 193.8106, mean_absolute_error: 0.2233, mean_prior_absolute_error: 0.5, number_of_instances: 351, precision: 0.8204, predictive_accuracy: 0.7721, prior_entropy: 1, ram_hours: 0, recall: 0.7721, relative_absolute_error: 0.4467, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4606, root_relative_squared_error: 0.9212, run_cpu_time: 0.0207,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set mfeat-pixel
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9485, kappa: 0.9428, kb_relative_information_score: 1892.2834, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.951, predictive_accuracy: 0.9485, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9485, relative_absolute_error: 0.0582, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.3329, run_cpu_time: 0.3696,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9801, kappa: 0.7956, kb_relative_information_score: 378979.1329, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.9808, predictive_accuracy: 0.9795, prior_entropy: 1, ram_hours: 0.0002, recall: 0.9795, relative_absolute_error: 0.0551, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.2856, run_cpu_time: 81.2753,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set soybean
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9767, f_measure: 0.8942, kappa: 0.886, kb_relative_information_score: 611.5304, mean_absolute_error: 0.0132, mean_prior_absolute_error: 0.0997, number_of_instances: 683, precision: 0.9052, predictive_accuracy: 0.896, prior_entropy: 4.2479, ram_hours: 0, recall: 0.896, relative_absolute_error: 0.1325, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0975, root_relative_squared_error: 0.4368, run_cpu_time: 0.0523,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set hepatitis
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6432, f_measure: 0.7369, kappa: 0.1127, kb_relative_information_score: 79.7975, mean_absolute_error: 0.2554, mean_prior_absolute_error: 0.5, number_of_instances: 155, precision: 0.764, predictive_accuracy: 0.8, prior_entropy: 1, recall: 0.8, relative_absolute_error: 0.5107, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4108, root_relative_squared_error: 0.8216, run_cpu_time: 0.1,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set autos
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7577, f_measure: 0.4738, kappa: 0.3237, kb_relative_information_score: 96.7438, mean_absolute_error: 0.148, mean_prior_absolute_error: 0.2449, number_of_instances: 205, precision: 0.4938, predictive_accuracy: 0.4732, prior_entropy: 2.8074, ram_hours: 0, recall: 0.4732, relative_absolute_error: 0.6042, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3456, root_relative_squared_error: 0.9878, run_cpu_time: 0.0096,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-2_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4148, f_measure: 0.3953, kappa: -0.2065, kb_relative_information_score: -9.0925, mean_absolute_error: 0.5227, mean_prior_absolute_error: 0.5, number_of_instances: 169, precision: 0.3959, predictive_accuracy: 0.3965, prior_entropy: 1, recall: 0.3965, relative_absolute_error: 1.0454, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5499, root_relative_squared_error: 1.0997, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set iris
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9399, kappa: 0.91, kb_relative_information_score: 136.7003, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.4444, number_of_instances: 150, precision: 0.9434, predictive_accuracy: 0.94, prior_entropy: 1.585, recall: 0.94, relative_absolute_error: 0.1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.4122, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set credit-approval
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.801, kappa: 0.5963, kb_relative_information_score: 398.5111, mean_absolute_error: 0.2154, mean_prior_absolute_error: 0.5, number_of_instances: 690, precision: 0.801, predictive_accuracy: 0.8014, prior_entropy: 1, recall: 0.8014, relative_absolute_error: 0.4308, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.8228, run_cpu_time: 0.03,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.8708, kappa: 0.8566, kb_relative_information_score: 9556.8832, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.874, predictive_accuracy: 0.871, prior_entropy: 3.3219, recall: 0.871, relative_absolute_error: 0.1488, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.153, root_relative_squared_error: 0.51, run_cpu_time: 1.13,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set tic-tac-toe
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.6585, kappa: 0.2531, kb_relative_information_score: 478.9936, mean_absolute_error: 0.2446, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.8015, predictive_accuracy: 0.7244, prior_entropy: 1, recall: 0.7244, relative_absolute_error: 0.4892, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4335, root_relative_squared_error: 0.8669, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.384, f_measure: 0.4172, kappa: -0.1608, kb_relative_information_score: -10.2829, mean_absolute_error: 0.5368, mean_prior_absolute_error: 0.5, number_of_instances: 122, precision: 0.4192, predictive_accuracy: 0.418, prior_entropy: 1, recall: 0.418, relative_absolute_error: 1.0735, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.564, root_relative_squared_error: 1.1279, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-2_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4054, f_measure: 0.4964, kappa: 0.0231, kb_relative_information_score: -9.3407, mean_absolute_error: 0.5079, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.5132, predictive_accuracy: 0.5116, prior_entropy: 1, recall: 0.5116, relative_absolute_error: 1.0158, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5252, root_relative_squared_error: 1.0504, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set zoo
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.873, kappa: 0.8314, kb_relative_information_score: 86.5738, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.2449, number_of_instances: 101, precision: 0.8795, predictive_accuracy: 0.8713, prior_entropy: 2.8074, recall: 0.8713, relative_absolute_error: 0.1597, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.5307, run_cpu_time: 0.03,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set postoperative-patient-data
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.407, f_measure: 0.5847, kappa: -0.0465, kb_relative_information_score: 38.0713, mean_absolute_error: 0.2996, mean_prior_absolute_error: 0.4444, number_of_instances: 90, precision: 0.5439, predictive_accuracy: 0.6667, prior_entropy: 1.585, recall: 0.6667, relative_absolute_error: 0.674, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.8484, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set vote
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9344, f_measure: 0.9038, kappa: 0.7981, kb_relative_information_score: 342.7504, mean_absolute_error: 0.1081, mean_prior_absolute_error: 0.5, number_of_instances: 435, precision: 0.9049, predictive_accuracy: 0.9034, prior_entropy: 1, recall: 0.9034, relative_absolute_error: 0.2162, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2932, root_relative_squared_error: 0.5864, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set primary-tumor
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[head], line 41
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set heart-h
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8781, kappa: 0.7303, kb_relative_information_score: 255.5944, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.32, number_of_instances: 294, precision: 0.9021, predictive_accuracy: 0.8844, prior_entropy: 2.3219, recall: 0.8844, relative_absolute_error: 0.1489, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.4998, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set braziltourism
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.7269, kappa: 0.222, kb_relative_information_score: 332.5591, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.2449, number_of_instances: 412, precision: 0.7293, predictive_accuracy: 0.7985, prior_entropy: 2.8074, recall: 0.7985, relative_absolute_error: 0.214, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.211, root_relative_squared_error: 0.6031, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set yeast
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7699, f_measure: 0.4316, kappa: 0.2802, kb_relative_information_score: 717.5109, mean_absolute_error: 0.1079, mean_prior_absolute_error: 0.18, number_of_instances: 1484, precision: 0.5343, predictive_accuracy: 0.467, prior_entropy: 3.3219, recall: 0.467, relative_absolute_error: 0.5996, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.9713, run_cpu_time: 0.13,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9587, kappa: 0.909, kb_relative_information_score: 641.285, mean_absolute_error: 0.0412, mean_prior_absolute_error: 0.5, number_of_instances: 699, precision: 0.9592, predictive_accuracy: 0.9585, prior_entropy: 1, recall: 0.9585, relative_absolute_error: 0.0824, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.3992, run_cpu_time: 0.03,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set hayes-roth_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7312, f_measure: 0.5986, kappa: 0.4152, kb_relative_information_score: 63.1301, mean_absolute_error: 0.2391, mean_prior_absolute_error: 0.375, number_of_instances: 132, precision: 0.6181, predictive_accuracy: 0.6136, prior_entropy: 2, recall: 0.6136, relative_absolute_error: 0.6376, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3757, root_relative_squared_error: 0.8676, run_cpu_time: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set optdigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.882, kappa: 0.8681, kb_relative_information_score: 4939.5621, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8854, predictive_accuracy: 0.8813, prior_entropy: 3.3219, recall: 0.8813, relative_absolute_error: 0.132, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.15, root_relative_squared_error: 0.4999, run_cpu_time: 1.66,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set splice
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9672, kappa: 0.9467, kb_relative_information_score: 3032.8237, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.4444, number_of_instances: 3190, precision: 0.9696, predictive_accuracy: 0.9668, prior_entropy: 1.585, recall: 0.9668, relative_absolute_error: 0.0561, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1355, root_relative_squared_error: 0.2874, run_cpu_time: 0.75,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set mfeat-karhunen
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9227, kappa: 0.9133, kb_relative_information_score: 1837.8494, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9284, predictive_accuracy: 0.922, prior_entropy: 3.3219, ram_hours: 0, recall: 0.922, relative_absolute_error: 0.0905, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1197, root_relative_squared_error: 0.3991, run_cpu_time: 0.2482,
Joaquin Vanschoren 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9948, f_measure: 0.964, kappa: 0.928, kb_relative_information_score: 2938.2822, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.5, number_of_instances: 3196, precision: 0.9643, predictive_accuracy: 0.964, prior_entropy: 1, recall: 0.964, relative_absolute_error: 0.0829, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.3375, run_cpu_time: 0.09,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set page-blocks
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.933, kappa: 0.66, kb_relative_information_score: 5009.9967, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.32, number_of_instances: 5473, precision: 0.9429, predictive_accuracy: 0.9267, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9267, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.4129, run_cpu_time: 0.13,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks,nominal,295245)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8825, f_measure: 0.9028, kappa: 0.4855, kb_relative_information_score: 260728.2011, mean_absolute_error: 0.0484, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9028, predictive_accuracy: 0.9163, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9163, relative_absolute_error: 0.1511, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1587, root_relative_squared_error: 0.3967, run_cpu_time: 4.84,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.7904, kappa: 0.6492, kb_relative_information_score: 1161424.012, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7902, predictive_accuracy: 0.7934, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.7934, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5883, run_cpu_time: 76.55,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.8342, kappa: 0.7525, kb_relative_information_score: 714666.7563, mean_absolute_error: 0.151, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8347, predictive_accuracy: 0.835, prior_entropy: 1.585, ram_hours: 0, recall: 0.835, relative_absolute_error: 0.3397, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.6026, run_cpu_time: 35.19,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.8729, kappa: 0.7473, kb_relative_information_score: 835922.9072, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8723, predictive_accuracy: 0.8738, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8738, relative_absolute_error: 0.2212, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1924, root_relative_squared_error: 0.4809, run_cpu_time: 20.16,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7501, f_measure: 0.866, kappa: 0.1342, kb_relative_information_score: 248432.5697, mean_absolute_error: 0.0677, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8625, predictive_accuracy: 0.9028, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9028, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1853, root_relative_squared_error: 0.4633, run_cpu_time: 4.4987,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9344, f_measure: 0.8798, kappa: 0.7563, kb_relative_information_score: 681500.6066, mean_absolute_error: 0.1698, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8798, predictive_accuracy: 0.88, prior_entropy: 1, ram_hours: 0, recall: 0.88, relative_absolute_error: 0.3396, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3056, root_relative_squared_error: 0.6112, run_cpu_time: 12.2802,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.6958, kappa: 0.666, kb_relative_information_score: 678018.402, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.6956, predictive_accuracy: 0.6963, prior_entropy: 3.4594, ram_hours: 0, recall: 0.6963, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.6857, run_cpu_time: 49.4632,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.8778, kappa: 0.7526, kb_relative_information_score: 676065.2711, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8778, predictive_accuracy: 0.8778, prior_entropy: 1, ram_hours: 0, recall: 0.8778, relative_absolute_error: 0.3453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.309, root_relative_squared_error: 0.6179, run_cpu_time: 15.97,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4849, f_measure: 0.6677, kappa: 0.0301, kb_relative_information_score: 572.8594, mean_absolute_error: 0.1312, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.6931, predictive_accuracy: 0.7628, prior_entropy: 2.585, ram_hours: 0, recall: 0.7628, relative_absolute_error: 0.4724, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2591, root_relative_squared_error: 0.6952, run_cpu_time: 0.0228,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 117.6365, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142, run_cpu_time: 0.558,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8836, f_measure: 0.6725, kappa: 0.5714, kb_relative_information_score: 545900.3772, mean_absolute_error: 0.2042, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6724, predictive_accuracy: 0.6784, prior_entropy: 2, ram_hours: 0, recall: 0.6784, relative_absolute_error: 0.5446, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.7615, run_cpu_time: 19.43,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9414, kappa: 0.857, kb_relative_information_score: 929062.1959, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9406, predictive_accuracy: 0.9432, prior_entropy: 2.585, ram_hours: 0, recall: 0.9432, relative_absolute_error: 0.0939, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.328, run_cpu_time: 33.09,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9391, kappa: 0.8782, kb_relative_information_score: 836566.9148, mean_absolute_error: 0.0877, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9391, predictive_accuracy: 0.9391, prior_entropy: 1, ram_hours: 0, recall: 0.9391, relative_absolute_error: 0.1753, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.4351, run_cpu_time: 25.16,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.7279, kappa: 0.7025, kb_relative_information_score: 733843.8789, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7251, predictive_accuracy: 0.7322, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7322, relative_absolute_error: 0.3559, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1978, root_relative_squared_error: 0.6595, run_cpu_time: 80.7,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-h,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.8711, kappa: 0.7238, kb_relative_information_score: 834372.7668, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8704, predictive_accuracy: 0.8723, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8723, relative_absolute_error: 0.2257, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1923, root_relative_squared_error: 0.4807, run_cpu_time: 27.23,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.792, kappa: 0.7305, kb_relative_information_score: 731614.7112, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7923, predictive_accuracy: 0.7923, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7923, relative_absolute_error: 0.325, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.6186, run_cpu_time: 25.28,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9783, kappa: 0.9728, kb_relative_information_score: 972225.6098, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9783, predictive_accuracy: 0.9783, prior_entropy: 2.585, ram_hours: 0, recall: 0.9783, relative_absolute_error: 0.0381, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.076, root_relative_squared_error: 0.2039, run_cpu_time: 27.3975,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.7652, kappa: 0.4231, kb_relative_information_score: 432908.7987, mean_absolute_error: 0.2976, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7664, predictive_accuracy: 0.777, prior_entropy: 1, ram_hours: 0, recall: 0.777, relative_absolute_error: 0.5953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4007, root_relative_squared_error: 0.8014, run_cpu_time: 19.0236,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6876, f_measure: 0.6799, kappa: 0.3685, kb_relative_information_score: 319641.29, mean_absolute_error: 0.3446, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.705, predictive_accuracy: 0.6789, prior_entropy: 1, ram_hours: -0.2805, recall: 0.6789, relative_absolute_error: 0.6892, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5535, root_relative_squared_error: 1.107, run_cpu_time: 1648.06,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8781, kappa: 0.7587, kb_relative_information_score: 843289.0453, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8771, predictive_accuracy: 0.8797, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8797, relative_absolute_error: 0.2068, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.4785, run_cpu_time: 19.7135,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.6483, kappa: 0.5473, kb_relative_information_score: 534412.3039, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.646, predictive_accuracy: 0.6604, prior_entropy: 2, ram_hours: 0, recall: 0.6604, relative_absolute_error: 0.5614, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3422, root_relative_squared_error: 0.7902, run_cpu_time: 24.51,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9444, f_measure: 0.8835, kappa: 0.7646, kb_relative_information_score: 684874.4535, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8841, predictive_accuracy: 0.8833, prior_entropy: 1, ram_hours: 0, recall: 0.8833, relative_absolute_error: 0.3367, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.5926, run_cpu_time: 14.87,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9606, kappa: 0.9139, kb_relative_information_score: 890274.2874, mean_absolute_error: 0.0591, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9606, predictive_accuracy: 0.9607, prior_entropy: 1, ram_hours: 0, recall: 0.9607, relative_absolute_error: 0.1183, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.3502, run_cpu_time: 19.55,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7482, f_measure: 0.8928, kappa: 0.0868, kb_relative_information_score: 865125.3163, mean_absolute_error: 0.0663, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8942, predictive_accuracy: 0.9244, prior_entropy: 2, ram_hours: 0, recall: 0.9244, relative_absolute_error: 0.1767, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.4237, run_cpu_time: 19.48,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7, f_measure: 0.6893, kappa: 0.3686, kb_relative_information_score: 338119.7022, mean_absolute_error: 0.3352, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.693, predictive_accuracy: 0.6879, prior_entropy: 1, ram_hours: 0.3541, recall: 0.6879, relative_absolute_error: 0.6704, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5252, root_relative_squared_error: 1.0505, run_cpu_time: 1151.99,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.964, kappa: 0.924, kb_relative_information_score: 117594.0332, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 1, ram_hours: 0, recall: 0.964, relative_absolute_error: 0.1124, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1736, root_relative_squared_error: 0.3471, run_cpu_time: 1.54,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8871, f_measure: 0.7538, kappa: 0.569, kb_relative_information_score: 645334.7372, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.7523, predictive_accuracy: 0.7607, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7607, relative_absolute_error: 0.3455, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.6088, run_cpu_time: 21.69,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.8865, kappa: 0.8739, kb_relative_information_score: 879369.775, mean_absolute_error: 0.0294, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8866, predictive_accuracy: 0.8866, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8866, relative_absolute_error: 0.1631, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1308, root_relative_squared_error: 0.436, run_cpu_time: 40.56,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.9216, kappa: 0.7593, kb_relative_information_score: 790500.9976, mean_absolute_error: 0.112, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9211, predictive_accuracy: 0.9228, prior_entropy: 1, ram_hours: 0, recall: 0.9228, relative_absolute_error: 0.2239, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2419, root_relative_squared_error: 0.4838, run_cpu_time: 17.48,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8019, kappa: 0.6825, kb_relative_information_score: 456173.8008, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8029, predictive_accuracy: 0.8031, prior_entropy: 2.8074, ram_hours: 0, recall: 0.8031, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.607, run_cpu_time: 27.38,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9508, kappa: 0.9015, kb_relative_information_score: 863751.8433, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9515, predictive_accuracy: 0.9507, prior_entropy: 1, ram_hours: 0, recall: 0.9507, relative_absolute_error: 0.1471, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.201, root_relative_squared_error: 0.4021, run_cpu_time: 18.98,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8472, kappa: 0.6749, kb_relative_information_score: 580216.2007, mean_absolute_error: 0.2269, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8483, predictive_accuracy: 0.8489, prior_entropy: 1, ram_hours: 0, recall: 0.8489, relative_absolute_error: 0.4539, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.6877, run_cpu_time: 8.18,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.7876, kappa: 0.5752, kb_relative_information_score: 736015.8809, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7876, predictive_accuracy: 0.7876, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7876, relative_absolute_error: 0.3553, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.6161, run_cpu_time: 15.92,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.5065, kappa: 0.2358, kb_relative_information_score: 11625.2803, mean_absolute_error: 0.3829, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5069, predictive_accuracy: 0.5063, prior_entropy: 1.585, ram_hours: 0, recall: 0.5063, relative_absolute_error: 0.8615, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4425, root_relative_squared_error: 0.9387, run_cpu_time: 0.45,
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(glass,nominal,137781)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15
Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.7089, kappa: 0.6197, kb_relative_information_score: 666672.2416, mean_absolute_error: 0.1138, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7043, predictive_accuracy: 0.7205, prior_entropy: 2.585, ram_hours: 0.0003, recall: 0.7205, relative_absolute_error: 0.4097, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2577, root_relative_squared_error: 0.6916, run_cpu_time: 46.23,