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Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 31.9,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 19.56,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 38.73,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 10.02,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 96.79,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 39.98,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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, 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,
Jan van Rijn 11 years ago
ran flow moa.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: 0.9834, 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: 15.93,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 12.53,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 29.56,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9544, kappa: 0.9494, kb_relative_information_score: 952198.3649, mean_absolute_error: 0.0119, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9544, predictive_accuracy: 0.9545, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.9545, relative_absolute_error: 0.066, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2812, run_cpu_time: 102.04,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 97.44,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 41.55,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 13.68,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 20.69,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 17.04,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 20.07,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 0.3464, 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: 1129.22,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 14.19,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 14.56,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 0.0002, 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: 38.16,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.814, f_measure: 0.7752, kappa: 0.4507, kb_relative_information_score: 443363.111, mean_absolute_error: 0.2927, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7747, predictive_accuracy: 0.7838, prior_entropy: 1, ram_hours: 0, recall: 0.7838, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.391, root_relative_squared_error: 0.782, run_cpu_time: 17.44,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(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, 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: 0.62,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set mfeat-zernike
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9653, f_measure: 0.7754, kappa: 0.7711, kb_relative_information_score: 1616.3248, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8305, predictive_accuracy: 0.794, prior_entropy: 3.3219, recall: 0.794, relative_absolute_error: 0.2229, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1842, root_relative_squared_error: 0.614, run_cpu_time: 0.35,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 4.94,
Jan van Rijn 11 years ago
ran flow moa.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: 0.859, 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: 15.26,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9292, kappa: 0.9071, kb_relative_information_score: 918468.6934, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9301, predictive_accuracy: 0.9287, prior_entropy: 2.8074, ram_hours: 0, recall: 0.9287, relative_absolute_error: 0.1082, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.123, root_relative_squared_error: 0.3516, run_cpu_time: 34.72,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9471, 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: 25.23,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 40.67,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 22.88,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 1.47,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 7.33,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 15.83,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 17.35,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 32.69,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 20.67,
Jan van Rijn 11 years ago
ran flow moa.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: 0.5828, 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: 22.25,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9212, f_measure: 0.8711, kappa: 0.7411, kb_relative_information_score: 674864.5723, mean_absolute_error: 0.1723, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8711, predictive_accuracy: 0.8711, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8711, relative_absolute_error: 0.3445, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3214, root_relative_squared_error: 0.6428, run_cpu_time: 38.5,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 18.44,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 18.99,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 69.2,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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.HoeffdingTree(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: 12.34,
Jan van Rijn 11 years ago
ran flow moa.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: 0.9317, 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: 14.65,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 7.99,
Jan van Rijn 11 years ago
ran flow moa.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: 0.9159, 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: 25.1,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.8943, kappa: 0.8843, kb_relative_information_score: 905944.3553, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.898, predictive_accuracy: 0.8943, prior_entropy: 4.2479, ram_hours: 0, recall: 0.8943, relative_absolute_error: 0.1353, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.4105, run_cpu_time: 111.24,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 23.3,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9706, kappa: 0.9633, kb_relative_information_score: 961045.6638, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9707, predictive_accuracy: 0.9707, prior_entropy: 2.585, ram_hours: 0, recall: 0.9707, relative_absolute_error: 0.053, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0897, root_relative_squared_error: 0.2408, run_cpu_time: 32.44,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 0.0014, 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: 83.87,
Jan van Rijn 11 years ago
ran flow moa.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: 0.7302, f_measure: 0.4477, kappa: 0.2822, kb_relative_information_score: 325721.3048, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4503, predictive_accuracy: 0.4527, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4527, relative_absolute_error: 0.7732, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3721, root_relative_squared_error: 0.9303, run_cpu_time: 23.41,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 66.57,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 39.85,
Jan van Rijn 11 years ago
ran flow moa.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: 0.9341, 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: 25.72,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 0.46,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 93.97,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 29.11,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set audiology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8185, f_measure: 0.4513, kappa: 0.3528, kb_relative_information_score: 113.3947, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.0799, number_of_instances: 226, precision: 0.5881, predictive_accuracy: 0.4248, prior_entropy: 4.585, ram_hours: 0, recall: 0.4248, relative_absolute_error: 0.6382, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.1828, root_relative_squared_error: 0.915, run_cpu_time: 0.0314,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 0.03,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, 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: 21.92,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0046, f_measure: 0.3333, kb_relative_information_score: -30.2873, mean_absolute_error: 0.5265, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1.0531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5295, root_relative_squared_error: 1.059, run_cpu_time: 0.01,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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, ram_hours: 0, 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: 0.06,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set heart-c
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.8241, kappa: 0.6446, kb_relative_information_score: 240.1355, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.32, number_of_instances: 303, precision: 0.8262, predictive_accuracy: 0.8251, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8251, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2438, root_relative_squared_error: 0.6094, run_cpu_time: 0.0045,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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, ram_hours: 0, 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: 0.7354,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8437, f_measure: 0.8, kappa: 0.5979, kb_relative_information_score: 501705.9623, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8001, predictive_accuracy: 0.8002, prior_entropy: 1, ram_hours: 0.0001, recall: 0.8002, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.7922, run_cpu_time: 54.0077,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set satimage
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9165, f_measure: 0.7998, kappa: 0.7455, kb_relative_information_score: 4971.9598, mean_absolute_error: 0.0694, mean_prior_absolute_error: 0.2778, number_of_instances: 6430, precision: 0.8163, predictive_accuracy: 0.7919, prior_entropy: 2.585, ram_hours: 0, recall: 0.7919, relative_absolute_error: 0.2499, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2579, root_relative_squared_error: 0.692, run_cpu_time: 0.5005,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set anneal
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4609, f_measure: 0.6576, kappa: -0.0023, kb_relative_information_score: 570.0646, mean_absolute_error: 0.1321, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.5798, predictive_accuracy: 0.7595, prior_entropy: 2.585, ram_hours: 0, recall: 0.7595, relative_absolute_error: 0.4755, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2603, root_relative_squared_error: 0.6984, run_cpu_time: 0.0293,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 28.9584,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(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: 0.05,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set liver-disorders
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5742, f_measure: 0.5528, kappa: 0.0766, kb_relative_information_score: 20.3595, mean_absolute_error: 0.471, mean_prior_absolute_error: 0.5, number_of_instances: 345, precision: 0.5507, predictive_accuracy: 0.5594, prior_entropy: 1, recall: 0.5594, relative_absolute_error: 0.9419, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5463, root_relative_squared_error: 1.0925, run_cpu_time: 0.09,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(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: 0.03,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 0.0197,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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, ram_hours: 0, 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: 0.0051,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set credit-g
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7401, f_measure: 0.7186, kappa: 0.3103, kb_relative_information_score: 405.7323, mean_absolute_error: 0.3043, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.7153, predictive_accuracy: 0.731, prior_entropy: 1, recall: 0.731, relative_absolute_error: 0.6086, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4477, root_relative_squared_error: 0.8954, run_cpu_time: 0.02,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(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: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(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, 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: 0.47,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set glass
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[build], line 15
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(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.HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4221, f_measure: 0.4419, kappa: -0.0975, kb_relative_information_score: -6.7323, mean_absolute_error: 0.5233, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.4535, predictive_accuracy: 0.4435, prior_entropy: 1, recall: 0.4435, relative_absolute_error: 1.0465, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5452, root_relative_squared_error: 1.0905,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set shuttle-landing-control
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9011, kb_relative_information_score: 13, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.5, number_of_instances: 15, precision: 0.8711, predictive_accuracy: 0.9333, prior_entropy: 1, recall: 0.9333, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.5164,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set colic
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5351, f_measure: 0.6017, kappa: 0.084, kb_relative_information_score: 52.7144, mean_absolute_error: 0.4369, mean_prior_absolute_error: 0.5, number_of_instances: 368, precision: 0.5981, predictive_accuracy: 0.6386, prior_entropy: 1, recall: 0.6386, relative_absolute_error: 0.8738, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5134, root_relative_squared_error: 1.0269, run_cpu_time: 0.05,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(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, 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,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(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, 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: 0.19,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(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, 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: 0.04,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(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: 0.22,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set breast-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6409, f_measure: 0.6925, kappa: 0.2358, kb_relative_information_score: 91.003, mean_absolute_error: 0.3525, mean_prior_absolute_error: 0.5, number_of_instances: 286, precision: 0.6891, predictive_accuracy: 0.7133, prior_entropy: 1, ram_hours: 0, recall: 0.7133, relative_absolute_error: 0.7049, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4642, root_relative_squared_error: 0.9284, run_cpu_time: 0.0029,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(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: 0.01,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set kropt
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9106, f_measure: 0.4645, kappa: 0.4119, kb_relative_information_score: 16814.478, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.1049, number_of_instances: 28056, precision: 0.4917, predictive_accuracy: 0.4696, prior_entropy: 4.1699, recall: 0.4696, relative_absolute_error: 0.595, root_mean_prior_squared_error: 0.2291, root_mean_squared_error: 0.187, root_relative_squared_error: 0.8163, run_cpu_time: 0.82,
Joaquin Vanschoren 11 years ago
ran flow moa.HoeffdingTree(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: 0.1,
Joaquin Vanschoren 11 years ago
ran flow moa.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: 0.7537, 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, 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: 0.42,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(glass)
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.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, 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: 19.0981,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: -0.3648, 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: 2008.43,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.9136, kappa: 0.7329, kb_relative_information_score: 770181.8861, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9152, prior_entropy: 1, ram_hours: 0, recall: 0.9152, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.5111, run_cpu_time: 14.3193,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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: 24.8607,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, 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: 16.07,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(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, ram_hours: 0, 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: 0.78,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set nursery
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.8998, kappa: 0.8514, kb_relative_information_score: 11340.7027, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.32, number_of_instances: 12960, precision: 0.9155, predictive_accuracy: 0.8982, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8982, relative_absolute_error: 0.1674, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.17, root_relative_squared_error: 0.425, run_cpu_time: 0.0962,
Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9632, f_measure: 0.872, kappa: 0.8088, kb_relative_information_score: 789238.1304, mean_absolute_error: 0.1107, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8725, predictive_accuracy: 0.8725, prior_entropy: 1.585, ram_hours: 0, recall: 0.8725, relative_absolute_error: 0.2491, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.5411, run_cpu_time: 42.3145,