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Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.87, f_measure: 0.6851, kappa: 0.5927, kb_relative_information_score: 301761.9044, mean_absolute_error: 0.2114, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6858, predictive_accuracy: 0.6849, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6849, relative_absolute_error: 0.8633, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3126, root_relative_squared_error: 0.8935, run_cpu_time: 30.31,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8631, f_measure: 0.4351, kappa: 0.4044, kb_relative_information_score: 397065.1634, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.4895, predictive_accuracy: 0.4649, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4649, relative_absolute_error: 0.7319, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.8628, run_cpu_time: 79.98,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.784, f_measure: 0.494, kappa: 0.3524, kb_relative_information_score: 399081.9477, mean_absolute_error: 0.2595, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5457, predictive_accuracy: 0.5112, prior_entropy: 2, ram_hours: 0, recall: 0.5112, relative_absolute_error: 0.6919, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.431, root_relative_squared_error: 0.9954, run_cpu_time: 19.06,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(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: 0.7622, f_measure: 0.7684, kappa: 0.5251, kb_relative_information_score: 537496, mean_absolute_error: 0.2313, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7682, predictive_accuracy: 0.7687, prior_entropy: 1, ram_hours: 0, recall: 0.7687, relative_absolute_error: 0.4625, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4806, root_relative_squared_error: 0.9613, run_cpu_time: 40.37,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4984, f_measure: 0.4094, kappa: -0.0015, kb_relative_information_score: 569319.5654, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4981, predictive_accuracy: 0.4994, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4994, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3162, root_relative_squared_error: 0.7906, run_cpu_time: 7.35,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.637, f_measure: 0.6658, kappa: 0.2856, kb_relative_information_score: 351628, mean_absolute_error: 0.3242, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6666, predictive_accuracy: 0.6757, prior_entropy: 1, ram_hours: 0, recall: 0.6757, relative_absolute_error: 0.6484, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5692, root_relative_squared_error: 1.1383, run_cpu_time: 3.59,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8695, f_measure: 0.8832, kappa: 0.7453, kb_relative_information_score: 767500, mean_absolute_error: 0.1163, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8831, predictive_accuracy: 0.8838, prior_entropy: 1, ram_hours: 0, recall: 0.8838, relative_absolute_error: 0.2325, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.341, root_relative_squared_error: 0.6819, run_cpu_time: 13.53,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_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: 0.6919, f_measure: 0.6799, kappa: 0.2648, kb_relative_information_score: 267059.4013, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6808, predictive_accuracy: 0.6981, prior_entropy: 1, ram_hours: 0.0052, recall: 0.6981, relative_absolute_error: 0.7579, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4512, root_relative_squared_error: 0.9023, run_cpu_time: 631.68,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.3346, kb_relative_information_score: 396090.8676, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.2511, predictive_accuracy: 0.5011, prior_entropy: 3.3219, ram_hours: 0.0009, recall: 0.5011, relative_absolute_error: 0.5549, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3159, root_relative_squared_error: 1.0529, run_cpu_time: 48.29,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8316, kappa: 0.6625, kb_relative_information_score: 532344.6205, mean_absolute_error: 0.2477, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8316, predictive_accuracy: 0.8316, prior_entropy: 1, ram_hours: 0, recall: 0.8316, relative_absolute_error: 0.4955, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3463, root_relative_squared_error: 0.6926, run_cpu_time: 12.68,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_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: 0.838, f_measure: 0.5916, kappa: 0.469, kb_relative_information_score: 420753.8905, mean_absolute_error: 0.2265, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5942, predictive_accuracy: 0.5936, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5936, relative_absolute_error: 0.7079, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3321, root_relative_squared_error: 0.8303, run_cpu_time: 168.55,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(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: 0.5848, f_measure: 0.6817, kappa: 0.204, kb_relative_information_score: 447264, mean_absolute_error: 0.2764, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6963, predictive_accuracy: 0.7238, prior_entropy: 1, ram_hours: 0, recall: 0.7238, relative_absolute_error: 0.5527, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5255, root_relative_squared_error: 1.0509, run_cpu_time: 4.87,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(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: 0.5, f_measure: 0.018, kb_relative_information_score: 58331.9813, mean_absolute_error: 0.1801, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0099, predictive_accuracy: 0.0995, prior_entropy: 3.3219, ram_hours: 0, recall: 0.0995, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4244, root_relative_squared_error: 1.4146, run_cpu_time: 22.63,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7703, f_measure: 0.8123, kappa: 0.5836, kb_relative_information_score: 645604, mean_absolute_error: 0.1772, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8322, predictive_accuracy: 0.8227, prior_entropy: 1, ram_hours: 0, recall: 0.8227, relative_absolute_error: 0.3544, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.8413, run_cpu_time: 13.04,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.8905, kappa: 0.781, kb_relative_information_score: 827480.0378, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8905, predictive_accuracy: 0.8905, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8905, relative_absolute_error: 0.2473, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.192, root_relative_squared_error: 0.48, run_cpu_time: 15.89,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5078, f_measure: 0.2382, kappa: 0.0113, kb_relative_information_score: 145956.1458, mean_absolute_error: 0.3059, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2333, predictive_accuracy: 0.2695, prior_entropy: 2.3219, ram_hours: 0, recall: 0.2695, relative_absolute_error: 0.9561, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4061, root_relative_squared_error: 1.0154, run_cpu_time: 9.07,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6631, f_measure: 0.7577, kappa: 0.4258, kb_relative_information_score: 810613.0138, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7203, predictive_accuracy: 0.828, prior_entropy: 2.585, ram_hours: 0, recall: 0.828, relative_absolute_error: 0.2062, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.239, root_relative_squared_error: 0.6414, run_cpu_time: 11.62,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6109, f_measure: 0.5745, kappa: 0.1524, kb_relative_information_score: 153073.8155, mean_absolute_error: 0.4312, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6837, predictive_accuracy: 0.6501, prior_entropy: 1, ram_hours: 0, recall: 0.6501, relative_absolute_error: 0.8623, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4701, root_relative_squared_error: 0.9403, run_cpu_time: 22.08,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(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: 0.7744, f_measure: 0.9006, kappa: 0.4718, kb_relative_information_score: 119914.0047, mean_absolute_error: 0.2452, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8985, predictive_accuracy: 0.9164, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9164, relative_absolute_error: 0.7663, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.8105, run_cpu_time: 3.18,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.2015, kappa: 0.0009, kb_relative_information_score: 120298.8355, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2015, predictive_accuracy: 0.2015, prior_entropy: 2.585, ram_hours: 0, recall: 0.2015, relative_absolute_error: 0.9581, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5159, root_relative_squared_error: 1.3843, run_cpu_time: 9.37,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(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: 35.87,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_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: 0.9566, f_measure: 0.7955, kappa: 0.7366, kb_relative_information_score: 757587.0015, mean_absolute_error: 0.0799, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.7952, predictive_accuracy: 0.7963, prior_entropy: 2.8074, ram_hours: 0.001, recall: 0.7963, relative_absolute_error: 0.3261, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.5795, run_cpu_time: 232.32,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8679, f_measure: 0.3527, kappa: 0.398, kb_relative_information_score: 498701.4351, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.3661, predictive_accuracy: 0.4629, prior_entropy: 4.2479, ram_hours: 0, recall: 0.4629, relative_absolute_error: 0.672, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.8378, run_cpu_time: 91.88,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.7946, kappa: 0.7741, kb_relative_information_score: 791410.7938, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7993, predictive_accuracy: 0.7967, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7967, relative_absolute_error: 0.255, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.5986, run_cpu_time: 39.9,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, f_measure: 0.2336, kappa: -0.0003, kb_relative_information_score: 172841.0879, mean_absolute_error: 0.219, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.2336, predictive_accuracy: 0.2336, prior_entropy: 2.8074, ram_hours: 0, recall: 0.2336, relative_absolute_error: 0.8942, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.468, root_relative_squared_error: 1.3373, run_cpu_time: 8.67,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, f_measure: 0.9461, kappa: 0.8831, kb_relative_information_score: 858528.8436, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9462, predictive_accuracy: 0.9461, prior_entropy: 1, ram_hours: 0, recall: 0.9461, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4199, run_cpu_time: 21.92,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.4999, kappa: -0.0001, kb_relative_information_score: 430609.3779, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4999, predictive_accuracy: 0.4999, prior_entropy: 2.3219, ram_hours: 0, recall: 0.4999, relative_absolute_error: 0.6251, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4472, root_relative_squared_error: 1.1181, run_cpu_time: 6.5,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.8788, kappa: 0.7571, kb_relative_information_score: 680609.6446, mean_absolute_error: 0.1685, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8796, predictive_accuracy: 0.879, prior_entropy: 1, ram_hours: 0, recall: 0.879, relative_absolute_error: 0.3371, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2931, root_relative_squared_error: 0.5862, run_cpu_time: 11.21,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(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: 0.819, f_measure: 0.5888, kappa: 0.4609, kb_relative_information_score: 547713.8528, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.581, predictive_accuracy: 0.61, prior_entropy: 2.585, ram_hours: 0, recall: 0.61, relative_absolute_error: 0.5333, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.8317, run_cpu_time: 65.72,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(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: 113.89,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.9091, kb_relative_information_score: 797861.8384, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8813, predictive_accuracy: 0.9388, prior_entropy: 1, ram_hours: 0, recall: 0.9388, relative_absolute_error: 0.2295, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2398, root_relative_squared_error: 0.4795, run_cpu_time: 9.54,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.8588, kappa: 0.6486, kb_relative_information_score: 841427.7342, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8554, predictive_accuracy: 0.8687, prior_entropy: 2.585, ram_hours: 0, recall: 0.8687, relative_absolute_error: 0.2208, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.4718, run_cpu_time: 24.15,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.911, f_measure: 0.6977, kappa: 0.6072, kb_relative_information_score: 656173.804, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6918, predictive_accuracy: 0.7118, prior_entropy: 2.585, ram_hours: 0.0002, recall: 0.7118, relative_absolute_error: 0.4205, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2613, root_relative_squared_error: 0.7011, run_cpu_time: 40.44,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, f_measure: 0.9587, kappa: 0.913, kb_relative_information_score: 113566.3511, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9588, predictive_accuracy: 0.9586, prior_entropy: 1, ram_hours: 0, recall: 0.9586, relative_absolute_error: 0.1491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1951, root_relative_squared_error: 0.3902, run_cpu_time: 0.8,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5731, f_measure: 0.5854, kappa: 0.1678, kb_relative_information_score: 308526, mean_absolute_error: 0.3457, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6826, predictive_accuracy: 0.6544, prior_entropy: 1, ram_hours: 0, recall: 0.6544, relative_absolute_error: 0.6915, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5878, root_relative_squared_error: 1.1756, run_cpu_time: 26.24,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(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: 0.4984, f_measure: 0.2512, kappa: -0, kb_relative_information_score: 201284.6999, mean_absolute_error: 0.251, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.1787, predictive_accuracy: 0.4227, prior_entropy: 2.585, ram_hours: 0, recall: 0.4227, relative_absolute_error: 0.9036, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3542, root_relative_squared_error: 0.9504, run_cpu_time: 10.69,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(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: 0.8063, f_measure: 0.746, kappa: 0.2892, kb_relative_information_score: 753152.102, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7872, predictive_accuracy: 0.7954, prior_entropy: 2.585, ram_hours: 0, recall: 0.7954, relative_absolute_error: 0.3521, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2239, root_relative_squared_error: 0.6007, run_cpu_time: 13.15,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(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: 0.5, f_measure: 0.1706, kb_relative_information_score: 93408.5282, mean_absolute_error: 0.4415, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.1141, predictive_accuracy: 0.3378, prior_entropy: 1.585, ram_hours: 0, recall: 0.3378, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6644, root_relative_squared_error: 1.4095, run_cpu_time: 18.98,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(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: 0.8243, f_measure: 0.596, kappa: 0.4697, kb_relative_information_score: 555817.5382, mean_absolute_error: 0.1457, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5897, predictive_accuracy: 0.6162, prior_entropy: 2.585, ram_hours: 0, recall: 0.6162, relative_absolute_error: 0.5245, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.8248, run_cpu_time: 61.86,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, f_measure: 0.9346, kappa: 0.9273, kb_relative_information_score: 836325.1482, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9346, predictive_accuracy: 0.9346, prior_entropy: 3.3219, ram_hours: 0.0379, recall: 0.9346, relative_absolute_error: 0.2963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1311, root_relative_squared_error: 0.437, run_cpu_time: 899.39,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(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[build], line 15
Jan van Rijn 10 years ago
ran flow moa.OzaBag_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: 0.8889, f_measure: 0.6476, kappa: 0.5422, kb_relative_information_score: 608412.7473, mean_absolute_error: 0.1322, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6475, predictive_accuracy: 0.6726, prior_entropy: 2.585, ram_hours: 0.0783, recall: 0.6726, relative_absolute_error: 0.4758, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.7395, run_cpu_time: 646.46,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7097, f_measure: 0.3631, kappa: 0.2936, kb_relative_information_score: 331220.1904, mean_absolute_error: 0.1359, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.385, predictive_accuracy: 0.3643, prior_entropy: 3.3219, ram_hours: 0, recall: 0.3643, relative_absolute_error: 0.7552, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3117, root_relative_squared_error: 1.039, run_cpu_time: 12.3,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.035, kappa: -0.0001, kb_relative_information_score: 858.7187, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.0482, predictive_accuracy: 0.0912, prior_entropy: 3.4594, ram_hours: 0, recall: 0.0912, relative_absolute_error: 1, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2875, root_relative_squared_error: 1, run_cpu_time: 16.77,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9071, f_measure: 0.9001, kappa: 0.7825, kb_relative_information_score: 751862.2953, mean_absolute_error: 0.1319, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9, predictive_accuracy: 0.9004, prior_entropy: 1, ram_hours: 0, recall: 0.9004, relative_absolute_error: 0.2638, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2972, root_relative_squared_error: 0.5944, run_cpu_time: 14.36,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.8764, kappa: 0.7866, kb_relative_information_score: 652115.0138, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.8783, predictive_accuracy: 0.8815, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.8815, relative_absolute_error: 0.4107, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1682, root_relative_squared_error: 0.5608, run_cpu_time: 93.47,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_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: 0.8762, f_measure: 0.9189, kappa: 0.1359, kb_relative_information_score: 828176.1473, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9219, predictive_accuracy: 0.9404, prior_entropy: 1, ram_hours: 0.0006, recall: 0.9404, relative_absolute_error: 0.1864, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.216, root_relative_squared_error: 0.4319, run_cpu_time: 119.72,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(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: 0.4983, f_measure: 0.037, kappa: -0.0003, kb_relative_information_score: 788.1766, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0684, predictive_accuracy: 0.1001, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1001, 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: 31.45,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(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: 35.18,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(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: 0.5, f_measure: 0.0393, kb_relative_information_score: 63861.7991, mean_absolute_error: 0.2832, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0226, predictive_accuracy: 0.1504, prior_entropy: 2.585, ram_hours: 0.0016, recall: 0.1504, relative_absolute_error: 1.0195, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.532, root_relative_squared_error: 1.4276, run_cpu_time: 64.43,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_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: 0.9458, f_measure: 0.8697, kappa: 0.6735, kb_relative_information_score: 848479.4771, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8689, predictive_accuracy: 0.872, prior_entropy: 2.585, ram_hours: 0.0006, recall: 0.872, relative_absolute_error: 0.213, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.4639, run_cpu_time: 141.92,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_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: 0.9122, f_measure: 0.8456, kappa: 0.6875, kb_relative_information_score: 439268.4631, mean_absolute_error: 0.3038, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8456, predictive_accuracy: 0.8456, prior_entropy: 1, ram_hours: 0.0847, recall: 0.8456, relative_absolute_error: 0.6077, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3563, root_relative_squared_error: 0.7126, run_cpu_time: 3102.16,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_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: 0.9435, f_measure: 0.8748, kappa: 0.7467, kb_relative_information_score: 394304.9361, mean_absolute_error: 0.3308, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8749, predictive_accuracy: 0.8747, prior_entropy: 1, ram_hours: 0.0004, recall: 0.8747, relative_absolute_error: 0.6616, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3588, root_relative_squared_error: 0.7175, run_cpu_time: 83.69,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8826, f_measure: 0.8821, kappa: 0.7495, kb_relative_information_score: 629911.056, mean_absolute_error: 0.2043, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8829, predictive_accuracy: 0.8831, prior_entropy: 1, ram_hours: 0, recall: 0.8831, relative_absolute_error: 0.4086, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3203, root_relative_squared_error: 0.6406, run_cpu_time: 20.39,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8778, f_measure: 0.8325, kappa: 0.6556, kb_relative_information_score: 28187.2803, mean_absolute_error: 0.1951, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.8341, predictive_accuracy: 0.8339, prior_entropy: 1, ram_hours: 0, recall: 0.8339, relative_absolute_error: 0.3902, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3723, root_relative_squared_error: 0.7446, run_cpu_time: 0.93,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_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: 0.6852, f_measure: 0.5027, kappa: 0.232, kb_relative_information_score: 11163.0557, mean_absolute_error: 0.3875, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5157, predictive_accuracy: 0.5042, prior_entropy: 1.585, ram_hours: 0, recall: 0.5042, relative_absolute_error: 0.872, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4422, root_relative_squared_error: 0.938, run_cpu_time: 3.08,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.9037, kappa: 0.7893, kb_relative_information_score: 809402, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9042, predictive_accuracy: 0.9046, prior_entropy: 1, ram_hours: 0, recall: 0.9046, relative_absolute_error: 0.1906, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3083, root_relative_squared_error: 0.6166, run_cpu_time: 18.54,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_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: 0.6051, f_measure: 0.3284, kappa: 0.2463, kb_relative_information_score: 292956.0343, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5118, predictive_accuracy: 0.2757, prior_entropy: 4.7004, ram_hours: 0.0009, recall: 0.2757, relative_absolute_error: 0.8075, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2226, root_relative_squared_error: 1.1574, run_cpu_time: 341.31,
Jan van Rijn 10 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2739, kb_relative_information_score: 610457.7837, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.1979, predictive_accuracy: 0.4448, prior_entropy: 3.3219, ram_hours: 0.0312, recall: 0.4448, relative_absolute_error: 0.6169, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3332, root_relative_squared_error: 1.1107, run_cpu_time: 1688.45,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(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: 0.5, f_measure: 0.4931, kb_relative_information_score: 583658.0535, mean_absolute_error: 0.1462, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4031, predictive_accuracy: 0.6349, prior_entropy: 2.3219, ram_hours: 0.002, recall: 0.6349, relative_absolute_error: 0.457, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3822, root_relative_squared_error: 0.9555, run_cpu_time: 80.39,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(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: 0.8637, f_measure: 0.5665, kappa: 0.5282, kb_relative_information_score: 539603.7639, mean_absolute_error: 0.106, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5692, predictive_accuracy: 0.5754, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5754, relative_absolute_error: 0.5888, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2453, root_relative_squared_error: 0.8176, run_cpu_time: 23.87,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(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: 0.8698, f_measure: 0.8232, kappa: 0.5536, kb_relative_information_score: 798950.5292, mean_absolute_error: 0.0727, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8205, predictive_accuracy: 0.8287, prior_entropy: 2.585, ram_hours: 0, recall: 0.8287, relative_absolute_error: 0.2616, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2092, root_relative_squared_error: 0.5613, run_cpu_time: 12.81,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_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: 0.9122, f_measure: 0.8456, kappa: 0.6875, kb_relative_information_score: 439268.4631, mean_absolute_error: 0.3038, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8456, predictive_accuracy: 0.8456, prior_entropy: 1, ram_hours: 0.0735, recall: 0.8456, relative_absolute_error: 0.6077, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3563, root_relative_squared_error: 0.7126, run_cpu_time: 2697.36,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8745, f_measure: 0.8387, kappa: 0.6519, kb_relative_information_score: 586107.7643, mean_absolute_error: 0.2191, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8385, predictive_accuracy: 0.8399, prior_entropy: 1, ram_hours: 0, recall: 0.8399, relative_absolute_error: 0.4381, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3521, root_relative_squared_error: 0.7043, run_cpu_time: 10.51,
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: 0.5004, f_measure: 0.1948, kb_relative_information_score: 182430.3287, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.1329, predictive_accuracy: 0.3646, prior_entropy: 2.8074, ram_hours: 0.0019, recall: 0.3646, relative_absolute_error: 0.7415, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4259, root_relative_squared_error: 1.217, run_cpu_time: 43.16,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.0055, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 142.69,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0177, kb_relative_information_score: 57426.3553, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0097, predictive_accuracy: 0.0987, prior_entropy: 3.3219, ram_hours: 0, recall: 0.0987, relative_absolute_error: 1.0015, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4246, root_relative_squared_error: 1.4153, run_cpu_time: 26.88,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4573, kb_relative_information_score: 211896, mean_absolute_error: 0.3941, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3672, predictive_accuracy: 0.6059, prior_entropy: 1, ram_hours: 0, recall: 0.6059, relative_absolute_error: 0.7881, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6277, root_relative_squared_error: 1.2555, run_cpu_time: 21.21,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(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: 0.8586, f_measure: 0.7015, kappa: 0.5546, kb_relative_information_score: 515407.1868, mean_absolute_error: 0.2511, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.7067, predictive_accuracy: 0.7029, prior_entropy: 1.585, ram_hours: 0, recall: 0.7029, relative_absolute_error: 0.5649, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3723, root_relative_squared_error: 0.7897, run_cpu_time: 17.36,
Jan van Rijn 10 years ago
ran flow weka.Logistic(1) on task Learning Curve on data set covertype
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.RandomTree(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 moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.4617, kappa: 0.3208, kb_relative_information_score: 349692.0825, mean_absolute_error: 0.2312, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5637, predictive_accuracy: 0.503, prior_entropy: 2.3219, ram_hours: 0.1395, recall: 0.503, relative_absolute_error: 0.7226, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.8661, run_cpu_time: 3483.31,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.9588, kappa: 0.9132, kb_relative_information_score: 120048, mean_absolute_error: 0.0421, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9588, predictive_accuracy: 0.9587, prior_entropy: 1, ram_hours: 0, recall: 0.9587, relative_absolute_error: 0.0841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2004, root_relative_squared_error: 0.4007, run_cpu_time: 1.99,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.7806, kappa: 0.7469, kb_relative_information_score: 746201.2417, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.785, predictive_accuracy: 0.783, prior_entropy: 2.8074, ram_hours: 0, recall: 0.783, relative_absolute_error: 0.3424, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.5872, run_cpu_time: 28.1,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5014, f_measure: 0.0596, kappa: 0.0025, kb_relative_information_score: 54891.2043, mean_absolute_error: 0.332, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1303, predictive_accuracy: 0.17, prior_entropy: 2.3219, ram_hours: 0, recall: 0.17, relative_absolute_error: 1.0375, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5762, root_relative_squared_error: 1.4405, run_cpu_time: 6.02,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(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 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Learning Curve on data set mfeat-morphological
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9417, f_measure: 0.7001, kappa: 0.6723, kb_relative_information_score: 0.2772, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.18, number_of_instances: 20000, precision: 0.7114, predictive_accuracy: 0.7051, prior_entropy: 3.3219, recall: 0.7051, relative_absolute_error: 0.8999, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2758, root_relative_squared_error: 0.9192, scimark_benchmark: 823.979,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1082, kb_relative_information_score: 158738.0774, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.0682, predictive_accuracy: 0.2612, prior_entropy: 2.3219, ram_hours: 0.0052, recall: 0.2612, relative_absolute_error: 0.9235, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.5436, root_relative_squared_error: 1.3591, run_cpu_time: 139.2,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7494, f_measure: 0.6108, kappa: 0.3122, kb_relative_information_score: 566232.3171, mean_absolute_error: 0.0905, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.6252, predictive_accuracy: 0.6331, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6331, relative_absolute_error: 0.5026, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.7211, run_cpu_time: 14.75,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7541, f_measure: 0.321, kappa: 0.2771, kb_relative_information_score: 347586.6987, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3499, predictive_accuracy: 0.3428, prior_entropy: 3.4594, ram_hours: 0, recall: 0.3428, relative_absolute_error: 0.8035, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.9712, run_cpu_time: 13.39,
Jan van Rijn 10 years ago
ran flow weka.RandomForest(1) on task Learning Curve on data set abalone
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6776, kappa: 0.1341, kb_relative_information_score: 0.2495, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.0618, number_of_instances: 4177, predictive_accuracy: 0.2344, prior_entropy: 3.6031, recall: 0.2344, relative_absolute_error: 0.8951, root_mean_prior_squared_error: 0.1757, root_mean_squared_error: 0.1781, root_relative_squared_error: 1.0137, scimark_benchmark: 793.1079,
Jan van Rijn 10 years ago
ran flow weka.RandomTree(1) on task Learning Curve on data set vote
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 moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7094, f_measure: 0.8932, kappa: 0.0879, kb_relative_information_score: 865503.1601, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8895, predictive_accuracy: 0.9257, prior_entropy: 2, ram_hours: 0, recall: 0.9257, relative_absolute_error: 0.1772, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.4255, run_cpu_time: 66.34,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_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: 0.8626, f_measure: 0.6451, kappa: 0.5342, kb_relative_information_score: 519905.7216, mean_absolute_error: 0.1706, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6395, predictive_accuracy: 0.6578, prior_entropy: 2.585, ram_hours: 0.096, recall: 0.6578, relative_absolute_error: 0.6142, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2847, root_relative_squared_error: 0.7638, run_cpu_time: 737.74,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5336, kappa: -0.0001, kb_relative_information_score: 67136, mean_absolute_error: 0.4664, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5336, predictive_accuracy: 0.5336, prior_entropy: 1, ram_hours: 0, recall: 0.5336, relative_absolute_error: 0.9329, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.683, root_relative_squared_error: 1.3659, run_cpu_time: 9.53,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0183, kb_relative_information_score: 58962.3172, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.01, predictive_accuracy: 0.1002, prior_entropy: 3.3219, ram_hours: 0.0031, recall: 0.1002, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4241, root_relative_squared_error: 1.4137, run_cpu_time: 80.49,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7302, f_measure: 0.7191, kappa: 0.4595, kb_relative_information_score: 458992, mean_absolute_error: 0.2705, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7703, predictive_accuracy: 0.7295, prior_entropy: 1, ram_hours: 0, recall: 0.7295, relative_absolute_error: 0.541, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5199, root_relative_squared_error: 1.0397, run_cpu_time: 10.82,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(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: 0.5, f_measure: 0.0393, kb_relative_information_score: 63861.7991, mean_absolute_error: 0.2832, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0226, predictive_accuracy: 0.1504, prior_entropy: 2.585, ram_hours: 0.0019, recall: 0.1504, relative_absolute_error: 1.0195, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.532, root_relative_squared_error: 1.4276, run_cpu_time: 81.49,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_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: 0.9924, f_measure: 0.962, kappa: 0.917, kb_relative_information_score: 888902.291, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.962, predictive_accuracy: 0.9621, prior_entropy: 1, ram_hours: 0.0003, recall: 0.9621, relative_absolute_error: 0.121, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1699, root_relative_squared_error: 0.3398, run_cpu_time: 96.87,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8697, f_measure: 0.8397, kappa: 0.7032, kb_relative_information_score: 768354.5077, mean_absolute_error: 0.1067, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8386, predictive_accuracy: 0.8444, prior_entropy: 2, ram_hours: 0, recall: 0.8444, relative_absolute_error: 0.2845, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2606, root_relative_squared_error: 0.6018, run_cpu_time: 9.77,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.8939, kappa: 0.8819, kb_relative_information_score: 894613.8679, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8946, predictive_accuracy: 0.8937, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8937, relative_absolute_error: 0.1302, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1304, root_relative_squared_error: 0.4348, run_cpu_time: 196.2,
Jan van Rijn 10 years ago
ran flow weka.SMO_PolyKernel(1) on task Learning Curve on data set soybean
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.LogitBoost_DecisionStump(1) on task Learning Curve on data set ionosphere
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9524, f_measure: 0.9071, kappa: 0.796, kb_relative_information_score: 0.7244, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.4604, number_of_instances: 3510, precision: 0.9086, predictive_accuracy: 0.9083, prior_entropy: 0.9418, recall: 0.9083, relative_absolute_error: 0.2903, root_mean_prior_squared_error: 0.4797, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.5519, scimark_benchmark: 821.4972,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_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: 0.6573, f_measure: 0.3238, kappa: 0.1427, kb_relative_information_score: 159473.2823, mean_absolute_error: 0.2978, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4146, predictive_accuracy: 0.3736, prior_entropy: 2.3219, ram_hours: 0.0001, recall: 0.3736, relative_absolute_error: 0.9308, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3842, root_relative_squared_error: 0.9606, run_cpu_time: 147.41,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8522, f_measure: 0.7808, kappa: 0.5616, kb_relative_information_score: 719416.3006, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.7809, predictive_accuracy: 0.7808, prior_entropy: 2.3219, ram_hours: 0, recall: 0.7808, relative_absolute_error: 0.3834, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2494, root_relative_squared_error: 0.6234, run_cpu_time: 11.72,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.666, f_measure: 0.6612, kappa: 0.3367, kb_relative_information_score: 347884, mean_absolute_error: 0.3261, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6925, predictive_accuracy: 0.674, prior_entropy: 1, ram_hours: 0, recall: 0.674, relative_absolute_error: 0.6521, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5708, root_relative_squared_error: 1.1416, run_cpu_time: 8.3,
Jan van Rijn 10 years ago
ran flow weka.NaiveBayes(1) on task Learning Curve on data set BNG(vote)
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 moa.OzaBagAdwin_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: 0.9733, f_measure: 0.9082, kappa: 0.8286, kb_relative_information_score: 856429.7705, mean_absolute_error: 0.0703, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9083, predictive_accuracy: 0.9087, prior_entropy: 2, ram_hours: 0.0003, recall: 0.9087, relative_absolute_error: 0.1876, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.4244, run_cpu_time: 149.2,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(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 10 years ago
ran flow weka.REPTree(1) on task Learning Curve on data set abalone
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7143, kappa: 0.1537, kb_relative_information_score: 0.2543, mean_absolute_error: 0.0557, mean_prior_absolute_error: 0.0618, number_of_instances: 4177, predictive_accuracy: 0.2557, prior_entropy: 3.6031, recall: 0.2557, relative_absolute_error: 0.9008, root_mean_prior_squared_error: 0.1757, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.986, scimark_benchmark: 887.1301,