OpenML
ID's
Sort: least recent
10103673 results
Filter results by:
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.8541, kappa: 0.8384, kb_relative_information_score: 861429.0512, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8538, predictive_accuracy: 0.8546, prior_entropy: 3.3219, ram_hours: 0.0056, recall: 0.8546, relative_absolute_error: 0.2088, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1417, root_relative_squared_error: 0.4724, run_cpu_time: 1094.0622,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.8034, kappa: 0.5174, kb_relative_information_score: 772954.1138, mean_absolute_error: 0.0845, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8053, predictive_accuracy: 0.8084, prior_entropy: 2.585, ram_hours: 0, recall: 0.8084, relative_absolute_error: 0.3042, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2229, root_relative_squared_error: 0.598, run_cpu_time: 49.49,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8716, f_measure: 0.833, kappa: 0.5786, kb_relative_information_score: 817353.1377, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8313, predictive_accuracy: 0.839, prior_entropy: 2.585, ram_hours: 0, recall: 0.839, relative_absolute_error: 0.2237, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.5532, run_cpu_time: 11.5057,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0002, kb_relative_information_score: -91241.1505, mean_absolute_error: 0.3301, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0001, predictive_accuracy: 0.0095, prior_entropy: 2.585, ram_hours: 0.0034, recall: 0.0095, relative_absolute_error: 1.1885, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5744, root_relative_squared_error: 1.5414, run_cpu_time: 62.3503,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7068, f_measure: 0.3804, kappa: 0.2209, kb_relative_information_score: 339597.3266, mean_absolute_error: 0.1946, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4329, predictive_accuracy: 0.4409, prior_entropy: 2.8074, ram_hours: 0.977, recall: 0.4409, relative_absolute_error: 0.7946, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3134, root_relative_squared_error: 0.8955, run_cpu_time: 3371.1591,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.951, kappa: 0.8925, kb_relative_information_score: 605402.8908, mean_absolute_error: 0.2268, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.951, predictive_accuracy: 0.9511, prior_entropy: 1, ram_hours: 0.0007, recall: 0.9511, relative_absolute_error: 0.4535, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.5307, run_cpu_time: 96.8799,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8251, f_measure: 0.6534, kappa: 0.6155, kb_relative_information_score: 647430.6313, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6548, predictive_accuracy: 0.6539, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6539, relative_absolute_error: 0.3936, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2487, root_relative_squared_error: 0.8291, run_cpu_time: 25.1583,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8358, f_measure: 0.3568, kappa: 0.3336, kb_relative_information_score: 409308.8229, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3573, predictive_accuracy: 0.3593, prior_entropy: 4.7004, ram_hours: 0.0002, recall: 0.3593, relative_absolute_error: 0.7681, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.9208, run_cpu_time: 1646.77,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.825, f_measure: 0.5466, kappa: 0.4206, kb_relative_information_score: 481698.1492, mean_absolute_error: 0.163, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5483, predictive_accuracy: 0.5633, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5633, relative_absolute_error: 0.6656, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2874, root_relative_squared_error: 0.8214, run_cpu_time: 26.59,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 58966.7561, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1001, prior_entropy: 3.3219, ram_hours: 0.2117, recall: 0.1001, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4141, run_cpu_time: 783.0966,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.8413, kappa: 0.8233, kb_relative_information_score: 850763.2219, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8422, predictive_accuracy: 0.8409, prior_entropy: 3.3219, ram_hours: 0.003, recall: 0.8409, relative_absolute_error: 0.2246, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1466, root_relative_squared_error: 0.4887, run_cpu_time: 1638.1172,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8803, f_measure: 0.8109, kappa: 0.5367, kb_relative_information_score: 769264.1541, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.82, predictive_accuracy: 0.8096, prior_entropy: 2.585, ram_hours: 0, recall: 0.8096, relative_absolute_error: 0.3135, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.5996, run_cpu_time: 24.9417,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 58794.996, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, ram_hours: 0.0053, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4138, run_cpu_time: 62.1716,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0006, kappa: -0, kb_relative_information_score: -61044.8307, mean_absolute_error: 0.2809, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0168, prior_entropy: 2.8074, ram_hours: 0, recall: 0.0168, relative_absolute_error: 1.147, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.53, root_relative_squared_error: 1.5146, run_cpu_time: 9.6074,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.671, kappa: 0.5787, kb_relative_information_score: 620178.0358, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6683, predictive_accuracy: 0.6764, prior_entropy: 2.8074, ram_hours: 0.0026, recall: 0.6764, relative_absolute_error: 0.4961, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.7204, run_cpu_time: 344.7614,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.0222, kappa: -0.0004, kb_relative_information_score: 17876.3298, mean_absolute_error: 0.2971, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0125, predictive_accuracy: 0.1086, prior_entropy: 2.585, ram_hours: 0, recall: 0.1086, relative_absolute_error: 1.0697, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5451, root_relative_squared_error: 1.4627, run_cpu_time: 9.6273,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8139, kappa: 0.7916, kb_relative_information_score: 810488.9364, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8161, predictive_accuracy: 0.8125, prior_entropy: 3.3219, ram_hours: 0.0009, recall: 0.8125, relative_absolute_error: 0.2771, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.543, run_cpu_time: 2511.2714,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8139, kappa: 0.7916, kb_relative_information_score: 810488.9364, mean_absolute_error: 0.0499, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8161, predictive_accuracy: 0.8125, prior_entropy: 3.3219, ram_hours: 0.0008, recall: 0.8125, relative_absolute_error: 0.2771, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1629, root_relative_squared_error: 0.543, run_cpu_time: 2373.3201,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.005, kappa: 0.0008, kb_relative_information_score: 27628.904, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0043, predictive_accuracy: 0.0392, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0392, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4137, run_cpu_time: 6.3653,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8764, f_measure: 0.8165, kappa: 0.6623, kb_relative_information_score: 729395.1602, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8161, predictive_accuracy: 0.8221, prior_entropy: 2, ram_hours: 0, recall: 0.8221, relative_absolute_error: 0.3327, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2687, root_relative_squared_error: 0.6206, run_cpu_time: 7.7464,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9283, f_measure: 0.8561, kappa: 0.635, kb_relative_information_score: 837444.869, mean_absolute_error: 0.0608, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8559, predictive_accuracy: 0.8615, prior_entropy: 2.585, ram_hours: 0, recall: 0.8615, relative_absolute_error: 0.2189, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.184, root_relative_squared_error: 0.4936, run_cpu_time: 34.3744,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.68, f_measure: 0.4136, kappa: 0.2506, kb_relative_information_score: 362227.088, mean_absolute_error: 0.1871, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.4304, predictive_accuracy: 0.4406, prior_entropy: 2.8074, ram_hours: 0, recall: 0.4406, relative_absolute_error: 0.764, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.9444, run_cpu_time: 13.242,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9615, kappa: 0.9571, kb_relative_information_score: 961185.6091, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.962, predictive_accuracy: 0.9614, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9614, relative_absolute_error: 0.0518, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0773, root_relative_squared_error: 0.2578, run_cpu_time: 174.07,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.6291, kappa: 0.4365, kb_relative_information_score: 65122.8643, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6202, predictive_accuracy: 0.6506, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6506, relative_absolute_error: 0.5591, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2655, root_relative_squared_error: 0.7586, run_cpu_time: 22.7422,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0005, kb_relative_information_score: -187585.0301, mean_absolute_error: 0.4917, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.0003, predictive_accuracy: 0.0165, prior_entropy: 2, ram_hours: 0, recall: 0.0165, relative_absolute_error: 1.3113, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.7012, root_relative_squared_error: 1.6195, run_cpu_time: 11.84,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.9031, kappa: 0.819, kb_relative_information_score: 857427.7615, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9033, predictive_accuracy: 0.9034, prior_entropy: 2, ram_hours: 0, recall: 0.9034, relative_absolute_error: 0.1811, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.4463, run_cpu_time: 38.46,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9294, f_measure: 0.8915, kappa: 0.7593, kb_relative_information_score: 736735.0108, mean_absolute_error: 0.1391, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8944, predictive_accuracy: 0.8935, prior_entropy: 1, ram_hours: 0, recall: 0.8935, relative_absolute_error: 0.2782, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2839, root_relative_squared_error: 0.5678, run_cpu_time: 7.2,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.882, f_measure: 0.5181, kappa: 0.4708, kb_relative_information_score: 486703.9678, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5175, predictive_accuracy: 0.5237, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5237, relative_absolute_error: 0.6565, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.819, run_cpu_time: 60.15,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.1583, kappa: 0, kb_relative_information_score: 219590.693, mean_absolute_error: 0.221, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.1756, predictive_accuracy: 0.3236, prior_entropy: 2.8074, ram_hours: 0, recall: 0.3236, relative_absolute_error: 0.9023, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3324, root_relative_squared_error: 0.9499, run_cpu_time: 9.1098,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.9139, kappa: 0.8099, kb_relative_information_score: 829688, mean_absolute_error: 0.0852, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9148, predictive_accuracy: 0.9148, prior_entropy: 1, ram_hours: 0, recall: 0.9148, relative_absolute_error: 0.1703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.5836, run_cpu_time: 3.4487,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0, kb_relative_information_score: -76583.4082, mean_absolute_error: 0.285, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0, predictive_accuracy: 0.0024, prior_entropy: 2.8074, ram_hours: 0.0063, recall: 0.0024, relative_absolute_error: 1.1638, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.5339, root_relative_squared_error: 1.5257, run_cpu_time: 109.944,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9289, f_measure: 0.5451, kappa: 0.5297, kb_relative_information_score: 574668.763, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5466, predictive_accuracy: 0.5478, prior_entropy: 4.7004, ram_hours: 0.0009, recall: 0.5478, relative_absolute_error: 0.6064, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1505, root_relative_squared_error: 0.7827, run_cpu_time: 775.72,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9787, kappa: 0.9763, kb_relative_information_score: 919944.5197, mean_absolute_error: 0.0297, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9788, predictive_accuracy: 0.9787, prior_entropy: 3.3219, ram_hours: 0.0072, recall: 0.9787, relative_absolute_error: 0.1649, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0825, root_relative_squared_error: 0.275, run_cpu_time: 1521.89,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8279, f_measure: 0.5565, kappa: 0.4324, kb_relative_information_score: 521915.2768, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5638, predictive_accuracy: 0.5768, prior_entropy: 2.8074, ram_hours: 0.0009, recall: 0.5768, relative_absolute_error: 0.6276, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.8098, run_cpu_time: 5216.9097,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.6559, kappa: -0, kb_relative_information_score: 630195.6754, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5771, predictive_accuracy: 0.7597, prior_entropy: 2.585, ram_hours: 0, recall: 0.7597, relative_absolute_error: 0.4838, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2592, root_relative_squared_error: 0.6954, run_cpu_time: 9.1424,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5947, f_measure: 0.2407, kappa: 0.1892, kb_relative_information_score: 236859.2612, mean_absolute_error: 0.1459, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.2319, predictive_accuracy: 0.2703, prior_entropy: 3.3219, ram_hours: 0, recall: 0.2703, relative_absolute_error: 0.8108, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3819, root_relative_squared_error: 1.273, run_cpu_time: 16.1159,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5042, f_measure: 0.0162, kappa: 0.0085, kb_relative_information_score: 35062.3226, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0374, predictive_accuracy: 0.0465, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0465, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2708, root_relative_squared_error: 1.4083, run_cpu_time: 4.9501,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9757, f_measure: 0.8037, kappa: 0.7807, kb_relative_information_score: 813253.8276, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8061, predictive_accuracy: 0.8026, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8026, relative_absolute_error: 0.2356, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1737, root_relative_squared_error: 0.5791, run_cpu_time: 154.2143,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.601, kappa: 0.5705, kb_relative_information_score: 604336.3488, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6136, predictive_accuracy: 0.6135, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6135, relative_absolute_error: 0.504, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.7741, run_cpu_time: 17.7666,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.6903, kappa: 0.6571, kb_relative_information_score: 655252.8525, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7273, predictive_accuracy: 0.6914, prior_entropy: 3.3219, ram_hours: 0.0003, recall: 0.6914, relative_absolute_error: 0.4963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.6827, run_cpu_time: 1712.06,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.1837, kb_relative_information_score: 32955.2424, mean_absolute_error: 0.1855, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.1242, predictive_accuracy: 0.3524, prior_entropy: 2.8074, ram_hours: 0.0001, recall: 0.3524, relative_absolute_error: 0.7576, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4294, root_relative_squared_error: 1.2272, run_cpu_time: 6.95,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.766, f_measure: 0.6375, kappa: 0.4575, kb_relative_information_score: 33341.388, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.631, predictive_accuracy: 0.6644, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6644, relative_absolute_error: 0.8645, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3132, root_relative_squared_error: 0.8952, run_cpu_time: 2.99,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.0049, kappa: -0, kb_relative_information_score: 3697.2466, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0104, predictive_accuracy: 0.0407, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0407, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, run_cpu_time: 31.16,
Jan van Rijn 10 years ago
ran flow weka.Logistic(1) on task Learning Curve on data set mfeat-fourier
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, f_measure: 0.7287, kappa: 0.6995, kb_relative_information_score: 0.7289, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7281, predictive_accuracy: 0.7296, prior_entropy: 3.3219, recall: 0.7296, relative_absolute_error: 0.3057, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.7474, scimark_benchmark: 852.8278,
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set diabetes
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8148, f_measure: 0.7436, kappa: 0.4276, kb_relative_information_score: 0.3109, mean_absolute_error: 0.3163, mean_prior_absolute_error: 0.4545, number_of_instances: 768, precision: 0.7426, predictive_accuracy: 0.7487, prior_entropy: 0.9331, recall: 0.7487, relative_absolute_error: 0.6959, root_mean_prior_squared_error: 0.4766, root_mean_squared_error: 0.4077, root_relative_squared_error: 0.8554, scimark_benchmark: 861.3137,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5993, f_measure: 0.3296, kappa: 0.2413, kb_relative_information_score: 282748.0801, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5228, predictive_accuracy: 0.2708, prior_entropy: 4.7004, ram_hours: 0.0386, recall: 0.2708, relative_absolute_error: 0.8024, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2252, root_relative_squared_error: 1.1709, run_cpu_time: 876.7391,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.5794, kappa: 0.4553, kb_relative_information_score: 278431.24, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5802, predictive_accuracy: 0.5829, prior_entropy: 2.8074, ram_hours: 0, recall: 0.5829, relative_absolute_error: 0.876, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3176, root_relative_squared_error: 0.9076, run_cpu_time: 14.8073,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8843, f_measure: 0.7742, kappa: 0.4081, kb_relative_information_score: 766795.1204, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7785, predictive_accuracy: 0.8097, prior_entropy: 2.585, ram_hours: 0, recall: 0.8097, relative_absolute_error: 0.313, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.21, root_relative_squared_error: 0.5635, run_cpu_time: 11.1327,
Jan van Rijn 10 years ago
ran flow weka.Logistic(1) on task Learning Curve on data set mfeat-karhunen
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.8985, kappa: 0.8872, kb_relative_information_score: 0.8956, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8987, predictive_accuracy: 0.8985, prior_entropy: 3.3219, recall: 0.8985, relative_absolute_error: 0.1137, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1395, root_relative_squared_error: 0.465, scimark_benchmark: 867.6612,
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Learning Curve on data set breast-cancer
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5879, f_measure: 0.6767, kappa: 0.1961, kb_relative_information_score: 0.2265, mean_absolute_error: 0.301, mean_prior_absolute_error: 0.4183, number_of_instances: 2860, precision: 0.6714, predictive_accuracy: 0.699, prior_entropy: 0.8779, recall: 0.699, relative_absolute_error: 0.7197, root_mean_prior_squared_error: 0.457, root_mean_squared_error: 0.5487, root_relative_squared_error: 1.2005, scimark_benchmark: 849.5406,
Jan van Rijn 10 years ago
ran flow weka.BayesNet_K2(1) on task Learning Curve on data set hayes-roth_train
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.ZeroR(1) on task Learning Curve on data set kropt
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.ZeroR(1) on task Learning Curve on data set vehicle
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.J48(1) on task Learning Curve on data set mfeat-morphological
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.701, kappa: 0.6811, kb_relative_information_score: 0.7414, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7089, predictive_accuracy: 0.713, prior_entropy: 3.3219, recall: 0.713, relative_absolute_error: 0.3598, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2007, root_relative_squared_error: 0.6689, scimark_benchmark: 854.999,
Jan van Rijn 10 years ago
ran flow weka.J48(1) on task Learning Curve on data set colic
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.NaiveBayes(1) on task Learning Curve on data set page-blocks
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow weka.BayesNet_K2(1) on task Learning Curve on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, kappa: 0.4807, kb_relative_information_score: 0.3625, mean_absolute_error: 0.2491, mean_prior_absolute_error: 0.3798, number_of_instances: 625, predictive_accuracy: 0.72, prior_entropy: 1.3181, recall: 0.72, relative_absolute_error: 0.6559, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.7477, scimark_benchmark: 848.8308,
Jan van Rijn 10 years ago
ran flow weka.IBk(1) on task Learning Curve on data set soybean
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9122, kappa: 0.9052, kb_relative_information_score: 0.9156, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9168, predictive_accuracy: 0.9136, prior_entropy: 3.8358, recall: 0.9136, relative_absolute_error: 0.1287, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.4051, scimark_benchmark: 848.0988,
Jan van Rijn 10 years ago
ran flow weka.RandomTree(1) on task Learning Curve on data set hepatitis
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Learning Curve on data set car
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.9416, kappa: 0.8732, kb_relative_information_score: -0.0012, mean_absolute_error: 0.2555, mean_prior_absolute_error: 0.229, number_of_instances: 1728, precision: 0.9426, predictive_accuracy: 0.941, prior_entropy: 1.2058, recall: 0.941, relative_absolute_error: 1.116, root_mean_prior_squared_error: 0.3381, root_mean_squared_error: 0.3197, root_relative_squared_error: 0.9455, scimark_benchmark: 854.7069,
Jan van Rijn 10 years ago
ran flow weka.SMO_RBFKernel(1) on task Learning Curve on data set balance-scale
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8852, kappa: 0.7703, kb_relative_information_score: 0.3378, mean_absolute_error: 0.2672, mean_prior_absolute_error: 0.3798, number_of_instances: 6250, predictive_accuracy: 0.8762, prior_entropy: 1.3181, recall: 0.8762, relative_absolute_error: 0.7035, root_mean_prior_squared_error: 0.4356, root_mean_squared_error: 0.345, root_relative_squared_error: 0.792, scimark_benchmark: 853.5154,
Jan van Rijn 10 years ago
ran flow weka.LogitBoost_DecisionStump(1) on task Learning Curve on data set monks-problems-3_test
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.NaiveBayes(1) on task Learning Curve on data set shuttle-landing-control
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Learning Curve on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9619, f_measure: 0.9643, kappa: 0.9211, kb_relative_information_score: 0.9174, mean_absolute_error: 0.0358, mean_prior_absolute_error: 0.4519, number_of_instances: 699, precision: 0.9644, predictive_accuracy: 0.9642, prior_entropy: 0.9293, recall: 0.9642, relative_absolute_error: 0.0791, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.3979, scimark_benchmark: 849.6457,
Jan van Rijn 10 years ago
ran flow weka.J48(1) on task Learning Curve on data set braziltourism
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.RandomForest(1) on task Learning Curve on data set soybean
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9205, kappa: 0.9132, kb_relative_information_score: 0.8763, mean_absolute_error: 0.0235, mean_prior_absolute_error: 0.0961, number_of_instances: 683, precision: 0.9274, predictive_accuracy: 0.9209, prior_entropy: 3.8358, recall: 0.9209, relative_absolute_error: 0.2446, root_mean_prior_squared_error: 0.2191, root_mean_squared_error: 0.0917, root_relative_squared_error: 0.4187, scimark_benchmark: 867.4852,
Jan van Rijn 10 years ago
ran flow weka.J48(1) on task Learning Curve on data set spect_train
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.OneR(1) on task Learning Curve on data set kr-vs-kp
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6654, f_measure: 0.6624, kappa: 0.3355, kb_relative_information_score: 0.3442, mean_absolute_error: 0.327, mean_prior_absolute_error: 0.499, number_of_instances: 3196, precision: 0.6872, predictive_accuracy: 0.673, prior_entropy: 0.9986, recall: 0.673, relative_absolute_error: 0.6552, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.5718, root_relative_squared_error: 1.1448, scimark_benchmark: 849.5387,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9731, kappa: 0.97, kb_relative_information_score: 962209.3043, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9732, predictive_accuracy: 0.973, prior_entropy: 3.3219, ram_hours: 0.0009, recall: 0.973, relative_absolute_error: 0.0653, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0667, root_relative_squared_error: 0.2225, run_cpu_time: 1237.7544,
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Learning Curve on data set iris
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.Logistic(1) on task Learning Curve on data set breast-w
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9646, kappa: 0.9217, kb_relative_information_score: 0.8961, mean_absolute_error: 0.0488, mean_prior_absolute_error: 0.4519, number_of_instances: 6990, precision: 0.9646, predictive_accuracy: 0.9647, prior_entropy: 0.9293, recall: 0.9647, relative_absolute_error: 0.1081, root_mean_prior_squared_error: 0.4753, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.3507, scimark_benchmark: 848.0102,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.8332, kappa: 0.8139, kb_relative_information_score: 844766.538, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8348, predictive_accuracy: 0.8325, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8325, relative_absolute_error: 0.2161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.5156, run_cpu_time: 80.9638,
Jan van Rijn 10 years ago
ran flow weka.AdaBoostM1_DecisionStump(1) on task Learning Curve on data set glass
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6593, kappa: 0.24, kb_relative_information_score: 0.283, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.2116, number_of_instances: 2140, predictive_accuracy: 0.4477, prior_entropy: 2.1835, recall: 0.4477, relative_absolute_error: 0.8628, root_mean_prior_squared_error: 0.3244, root_mean_squared_error: 0.3029, root_relative_squared_error: 0.9337, scimark_benchmark: 859.2924,
Jan van Rijn 10 years ago
ran flow weka.RandomForest(1) on task Learning Curve on data set monks-problems-1_train
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.RandomForest(1) on task Learning Curve on data set audiology
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, kappa: 0.7004, kb_relative_information_score: 0.6162, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.0724, number_of_instances: 2260, predictive_accuracy: 0.7465, prior_entropy: 3.4373, recall: 0.7465, relative_absolute_error: 0.5058, root_mean_prior_squared_error: 0.1893, root_mean_squared_error: 0.1277, root_relative_squared_error: 0.6746, scimark_benchmark: 859.986,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.8724, kappa: 0.6852, kb_relative_information_score: 883054.5183, mean_absolute_error: 0.0422, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8861, predictive_accuracy: 0.892, prior_entropy: 2.585, ram_hours: 0.0022, recall: 0.892, relative_absolute_error: 0.1518, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1607, root_relative_squared_error: 0.4311, run_cpu_time: 10877.11,
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Learning Curve on data set audiology
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: premature end of line, read Token[EOL], line 11
Jan van Rijn 10 years ago
ran flow weka.BayesNet_K2(1) on task Learning Curve on data set heart-h
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Index 1 out of bounds for length 1
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.5966, kappa: -0.0008, kb_relative_information_score: 555599.1671, mean_absolute_error: 0.1345, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5966, predictive_accuracy: 0.5966, prior_entropy: 2.585, ram_hours: 0, recall: 0.5966, relative_absolute_error: 0.484, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3667, root_relative_squared_error: 0.9839, run_cpu_time: 11.02,
Jan van Rijn 10 years ago
ran flow weka.HoeffdingTree(1) on task Learning Curve on data set mfeat-karhunen
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9356, kappa: 0.9281, kb_relative_information_score: 0.9357, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.9372, predictive_accuracy: 0.9353, prior_entropy: 3.3219, recall: 0.9353, relative_absolute_error: 0.0755, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1053, root_relative_squared_error: 0.351, scimark_benchmark: 857.0401,
Jan van Rijn 10 years ago
ran flow weka.Bagging_REPTree(1) on task Learning Curve on data set waveform-5000
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9532, f_measure: 0.818, kappa: 0.7276, kb_relative_information_score: 0.667, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8183, predictive_accuracy: 0.8184, prior_entropy: 1.5849, recall: 0.8184, relative_absolute_error: 0.4046, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2872, root_relative_squared_error: 0.6093, scimark_benchmark: 853.7044,
Jan van Rijn 10 years ago
ran flow weka.RandomForest(1) on task Learning Curve on data set arrhythmia
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8168, kappa: 0.3888, kb_relative_information_score: 0.3909, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.0855, number_of_instances: 4520, predictive_accuracy: 0.6591, prior_entropy: 2.4124, recall: 0.6591, relative_absolute_error: 0.7403, root_mean_prior_squared_error: 0.2055, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.8626, scimark_benchmark: 856.9778,
Jan van Rijn 10 years ago
ran flow weka.RandomTree(1) on task Learning Curve on data set segment
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9699, f_measure: 0.9484, kappa: 0.9399, kb_relative_information_score: 0.9444, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9484, predictive_accuracy: 0.9485, prior_entropy: 2.8074, recall: 0.9485, relative_absolute_error: 0.0601, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1213, root_relative_squared_error: 0.3467, scimark_benchmark: 858.5976,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.6335, kappa: 0.5301, kb_relative_information_score: 586418.3683, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6297, predictive_accuracy: 0.639, prior_entropy: 2.8074, ram_hours: 0.0008, recall: 0.639, relative_absolute_error: 0.5295, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.7609, run_cpu_time: 600.75,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1837, kb_relative_information_score: 33242.9586, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.1242, predictive_accuracy: 0.3524, prior_entropy: 2.8074, ram_hours: 0, recall: 0.3524, relative_absolute_error: 0.7555, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4301, root_relative_squared_error: 1.2292, run_cpu_time: 4.68,
Jan van Rijn 10 years ago
ran flow weka.OneR(1) on task Learning Curve on data set BNG(glass,nominal,137781)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: end of line expected, read Token[nominal], line 1
Jan van Rijn 10 years ago
ran flow weka.IBk(1) on task Learning Curve on data set pendigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9937, kappa: 0.993, kb_relative_information_score: 0.993, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9937, predictive_accuracy: 0.9937, prior_entropy: 3.3208, recall: 0.9937, relative_absolute_error: 0.008, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0354, root_relative_squared_error: 0.1181, scimark_benchmark: 845.8659,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9381, f_measure: 0.859, kappa: 0.6473, kb_relative_information_score: 807958.6994, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8588, predictive_accuracy: 0.86, prior_entropy: 2.585, ram_hours: 0.1357, recall: 0.86, relative_absolute_error: 0.2868, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.4952, run_cpu_time: 1273.5096,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.9194, kappa: 0.8225, kb_relative_information_score: 789354.7697, mean_absolute_error: 0.114, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9195, predictive_accuracy: 0.9199, prior_entropy: 1, ram_hours: 0, recall: 0.9199, relative_absolute_error: 0.2281, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.5512, run_cpu_time: 4.2794,
Jan van Rijn 10 years ago
ran flow weka.NaiveBayes(1) on task Learning Curve on data set optdigits
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9771, f_measure: 0.9147, kappa: 0.9047, kb_relative_information_score: 0.9132, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9171, predictive_accuracy: 0.9142, prior_entropy: 3.3218, recall: 0.9142, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1261, root_relative_squared_error: 0.4205, scimark_benchmark: 848.2827,
Jan van Rijn 10 years ago
ran flow weka.IBk(1) on task Learning Curve on data set mfeat-factors
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 0.9592, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.963, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.0464, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0858, root_relative_squared_error: 0.286, scimark_benchmark: 846.6443,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.5189, kappa: 0.5009, kb_relative_information_score: 562491.9639, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5208, predictive_accuracy: 0.5201, prior_entropy: 4.7004, ram_hours: 0.0001, recall: 0.5201, relative_absolute_error: 0.5845, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.8172, run_cpu_time: 352.43,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9036, kappa: 0.8943, kb_relative_information_score: 827346.1386, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.913, predictive_accuracy: 0.9048, prior_entropy: 3.3219, ram_hours: 0.0047, recall: 0.9048, relative_absolute_error: 0.3005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1389, root_relative_squared_error: 0.4631, run_cpu_time: 18841.0751,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.4029, kappa: 0.383, kb_relative_information_score: 164098.939, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4275, predictive_accuracy: 0.4068, prior_entropy: 4.7004, ram_hours: 0, recall: 0.4068, relative_absolute_error: 0.9715, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.9781, run_cpu_time: 66.76,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.3852, kappa: 0.3625, kb_relative_information_score: 442071.1997, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3973, predictive_accuracy: 0.387, prior_entropy: 4.7004, ram_hours: 0, recall: 0.387, relative_absolute_error: 0.7109, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.917, run_cpu_time: 105.9625,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4986, f_measure: 0.0358, kappa: -0, kb_relative_information_score: 806.9375, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0702, predictive_accuracy: 0.1004, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1004, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, run_cpu_time: 21.0817,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.5146, kappa: 0.4966, kb_relative_information_score: 557947.7487, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5165, predictive_accuracy: 0.516, prior_entropy: 4.7004, ram_hours: 0, recall: 0.516, relative_absolute_error: 0.5943, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.8184, run_cpu_time: 150,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9705, kappa: 0.9672, kb_relative_information_score: 970130.8632, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9707, predictive_accuracy: 0.9705, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9705, relative_absolute_error: 0.0411, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0676, root_relative_squared_error: 0.2253, run_cpu_time: 115.8,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9471, kappa: 0.8696, kb_relative_information_score: 932827.1642, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9466, predictive_accuracy: 0.9484, prior_entropy: 2.585, ram_hours: 0.0012, recall: 0.9484, relative_absolute_error: 0.0927, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1127, root_relative_squared_error: 0.3024, run_cpu_time: 193.62,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0222, kappa: 0, kb_relative_information_score: 17694.5402, mean_absolute_error: 0.2972, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0124, predictive_accuracy: 0.1084, prior_entropy: 2.585, ram_hours: 0, recall: 0.1084, relative_absolute_error: 1.0699, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5452, root_relative_squared_error: 1.4628, run_cpu_time: 10.72,