OpenML

Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(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: 151.48,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9597, kappa: 0.955, kb_relative_information_score: 925954.2961, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.96, predictive_accuracy: 0.9595, prior_entropy: 3.3219, ram_hours: 0.0006, recall: 0.9595, relative_absolute_error: 0.1338, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0893, root_relative_squared_error: 0.2975, run_cpu_time: 1750.9887,

Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.6653, kappa: 0.5707, kb_relative_information_score: 599732.0051, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6624, predictive_accuracy: 0.6701, prior_entropy: 2.8074, ram_hours: 0.1016, recall: 0.6701, relative_absolute_error: 0.5342, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.7246, run_cpu_time: 2064.55,

Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9018, kappa: 0.8923, kb_relative_information_score: 827176.523, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9121, predictive_accuracy: 0.9031, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.9031, relative_absolute_error: 0.3005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1391, root_relative_squared_error: 0.4637, run_cpu_time: 917.5482,

Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.55, f_measure: 0.1102, kappa: 0.1001, kb_relative_information_score: 152829.7654, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1015, predictive_accuracy: 0.1899, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1899, relative_absolute_error: 0.9001, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4025, root_relative_squared_error: 1.3417, run_cpu_time: 13.9418,

Jan van Rijn 10 years ago
ran flow moa.Perceptron(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: 4.3221,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9553, kappa: 0.9503, kb_relative_information_score: 954525.8934, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9555, predictive_accuracy: 0.9552, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9552, relative_absolute_error: 0.058, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.2824, run_cpu_time: 324.48,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9029, f_measure: 0.886, kappa: 0.7867, kb_relative_information_score: 463083.6134, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8861, predictive_accuracy: 0.8861, prior_entropy: 2, ram_hours: 0, recall: 0.8861, relative_absolute_error: 0.6949, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.7573, run_cpu_time: 12.52,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5935, f_measure: 0.2429, kappa: 0.1869, kb_relative_information_score: 234621.3402, mean_absolute_error: 0.1464, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.2444, predictive_accuracy: 0.2682, prior_entropy: 3.3219, ram_hours: 0, recall: 0.2682, relative_absolute_error: 0.8131, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3825, root_relative_squared_error: 1.2749, run_cpu_time: 26.23,

Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.9428, kappa: 0.8746, kb_relative_information_score: 844608.6855, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9428, predictive_accuracy: 0.943, prior_entropy: 1, ram_hours: 0, recall: 0.943, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.4329, run_cpu_time: 14.83,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.8307, kappa: 0.8119, kb_relative_information_score: 841727.9734, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8311, predictive_accuracy: 0.8307, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.8307, relative_absolute_error: 0.2143, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.158, root_relative_squared_error: 0.5266, run_cpu_time: 371.9634,

Jan van Rijn 10 years ago
ran flow moa.NoChange(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: 0.1, kappa: -0.0001, kb_relative_information_score: 58772.2452, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.1, predictive_accuracy: 0.1, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142, run_cpu_time: 17.5646,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9708, kappa: 0.9675, kb_relative_information_score: 969993.69, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9708, predictive_accuracy: 0.9707, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.9707, relative_absolute_error: 0.0399, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0685, root_relative_squared_error: 0.2282, run_cpu_time: 133.6503,

Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.8794, kappa: 0.6971, kb_relative_information_score: 862723.9007, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8818, predictive_accuracy: 0.8913, prior_entropy: 2.585, ram_hours: 0, recall: 0.8913, relative_absolute_error: 0.1853, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1619, root_relative_squared_error: 0.4345, run_cpu_time: 11.6209,

Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1842, kb_relative_information_score: -294000, mean_absolute_error: 0.647, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.1246, predictive_accuracy: 0.353, prior_entropy: 1, ram_hours: 0.0005, recall: 0.353, relative_absolute_error: 1.294, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8044, root_relative_squared_error: 1.6087, run_cpu_time: 32.0483,

Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7841, f_measure: 0.6061, kappa: 0.3977, kb_relative_information_score: 66787.6544, mean_absolute_error: 0.1338, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6099, predictive_accuracy: 0.6265, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6265, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.7691, run_cpu_time: 43.2645,

Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9074, kappa: 0.8272, kb_relative_information_score: 857990.0241, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9076, predictive_accuracy: 0.9078, prior_entropy: 2, ram_hours: 0.0001, recall: 0.9078, relative_absolute_error: 0.1839, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1857, root_relative_squared_error: 0.4288, run_cpu_time: 60.5093,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5377, f_measure: 0.0575, kappa: 0.0754, kb_relative_information_score: 100616.9724, mean_absolute_error: 0.0684, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0471, predictive_accuracy: 0.1113, prior_entropy: 4.7004, ram_hours: 0, recall: 0.1113, relative_absolute_error: 0.9242, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2614, root_relative_squared_error: 1.3592, run_cpu_time: 9.0615,

Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7128, f_measure: 0.1393, kappa: 0.1096, kb_relative_information_score: 175624.7065, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.1824, predictive_accuracy: 0.1446, prior_entropy: 4.7004, ram_hours: 1.0305, recall: 0.1446, relative_absolute_error: 0.9352, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.9677, run_cpu_time: 4512.6328,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, f_measure: 0.3582, kappa: 0.3295, kb_relative_information_score: 413485.1714, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3857, predictive_accuracy: 0.3553, prior_entropy: 4.7004, ram_hours: 0.0012, recall: 0.3553, relative_absolute_error: 0.8112, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.9134, run_cpu_time: 8489.26,

Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.8634, kappa: 0.651, kb_relative_information_score: 795967.2138, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8625, predictive_accuracy: 0.8682, prior_entropy: 2.585, ram_hours: 0.0007, recall: 0.8682, relative_absolute_error: 0.3213, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.4951, run_cpu_time: 163.91,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9581, kappa: 0.8968, kb_relative_information_score: 947563.7221, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9578, predictive_accuracy: 0.9589, prior_entropy: 2.585, ram_hours: 0.0054, recall: 0.9589, relative_absolute_error: 0.0718, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.101, root_relative_squared_error: 0.2711, run_cpu_time: 297.84,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7856, f_measure: 0.6226, kappa: 0.4263, kb_relative_information_score: 64304.4953, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6113, predictive_accuracy: 0.6419, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6419, relative_absolute_error: 0.5511, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2733, root_relative_squared_error: 0.781, run_cpu_time: 6.06,

Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.8576, kappa: 0.842, kb_relative_information_score: 841741.0381, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8575, predictive_accuracy: 0.8578, prior_entropy: 3.3219, ram_hours: 0.0081, recall: 0.8578, relative_absolute_error: 0.27, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1428, root_relative_squared_error: 0.476, run_cpu_time: 1650.75,

Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.003, kb_relative_information_score: 27610.6873, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0015, predictive_accuracy: 0.0392, prior_entropy: 4.7004, ram_hours: 0.0028, recall: 0.0392, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4137, run_cpu_time: 71.9407,

Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)

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: 5.6728,

Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.8638, kappa: 0.7445, kb_relative_information_score: 813008.8475, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8699, predictive_accuracy: 0.8611, prior_entropy: 2, ram_hours: 0, recall: 0.8611, relative_absolute_error: 0.2285, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.5313, run_cpu_time: 10.155,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, f_measure: 0.3582, kappa: 0.3295, kb_relative_information_score: 413485.1714, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3857, predictive_accuracy: 0.3553, prior_entropy: 4.7004, ram_hours: 0.0008, recall: 0.3553, relative_absolute_error: 0.8112, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.9134, run_cpu_time: 5531.611,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9425, kappa: 0.9361, kb_relative_information_score: 296092.7843, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9426, predictive_accuracy: 0.9425, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9425, relative_absolute_error: 0.8911, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2724, root_relative_squared_error: 0.9081, run_cpu_time: 27.5269,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.853, kappa: 0.7322, kb_relative_information_score: 785057.6434, mean_absolute_error: 0.1054, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8646, predictive_accuracy: 0.8617, prior_entropy: 2, ram_hours: 0.0014, recall: 0.8617, relative_absolute_error: 0.2811, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.5212, run_cpu_time: 9382.41,

Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6709, f_measure: 0.6927, kappa: 0.3413, kb_relative_information_score: 384944, mean_absolute_error: 0.3075, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.693, predictive_accuracy: 0.6925, prior_entropy: 1, ram_hours: 0, recall: 0.6925, relative_absolute_error: 0.6151, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5546, root_relative_squared_error: 1.1091, run_cpu_time: 10.21,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8831, kappa: 0.7484, kb_relative_information_score: 691495.1096, mean_absolute_error: 0.1647, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8829, predictive_accuracy: 0.8834, prior_entropy: 1, ram_hours: 0, recall: 0.8834, relative_absolute_error: 0.3293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.302, root_relative_squared_error: 0.6039, run_cpu_time: 24.01,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.692, kappa: 0.6604, kb_relative_information_score: 707831.9279, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6905, predictive_accuracy: 0.6943, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6943, relative_absolute_error: 0.367, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.7205, run_cpu_time: 148.7,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9458, f_measure: 0.8687, kappa: 0.7555, kb_relative_information_score: 818208.6317, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.871, predictive_accuracy: 0.8679, prior_entropy: 2, ram_hours: 0, recall: 0.8679, relative_absolute_error: 0.2247, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2234, root_relative_squared_error: 0.5159, run_cpu_time: 21.54,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.946, kappa: 0.8669, kb_relative_information_score: 933166.8246, mean_absolute_error: 0.0243, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9454, predictive_accuracy: 0.9469, prior_entropy: 2.585, ram_hours: 0, recall: 0.9469, relative_absolute_error: 0.0873, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.3195, run_cpu_time: 52.11,

Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(lymph)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, f_measure: 0.4637, kappa: -0.0012, kb_relative_information_score: 352460.8254, mean_absolute_error: 0.2681, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4637, predictive_accuracy: 0.4637, prior_entropy: 2, ram_hours: 0, recall: 0.4637, relative_absolute_error: 0.715, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.5178, root_relative_squared_error: 1.1958, run_cpu_time: 7.04,

Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9503, f_measure: 0.6882, kappa: 0.6552, kb_relative_information_score: 711776.3321, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6898, predictive_accuracy: 0.6897, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6897, relative_absolute_error: 0.3636, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.216, root_relative_squared_error: 0.72, run_cpu_time: 96.46,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6859, f_measure: 0.4946, kappa: 0.355, kb_relative_information_score: 476330.4494, mean_absolute_error: 0.1584, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.4856, predictive_accuracy: 0.5248, prior_entropy: 2.585, ram_hours: 0, recall: 0.5248, relative_absolute_error: 0.5703, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3978, root_relative_squared_error: 1.0675, run_cpu_time: 7.17,

Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9452, f_measure: 0.8882, kappa: 0.7594, kb_relative_information_score: 691605.0521, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.888, predictive_accuracy: 0.8885, prior_entropy: 1, ram_hours: 0.0011, recall: 0.8885, relative_absolute_error: 0.3321, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.5792, run_cpu_time: 146.25,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8434, f_measure: 0.7822, kappa: 0.5026, kb_relative_information_score: 517024.6648, mean_absolute_error: 0.249, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7853, predictive_accuracy: 0.79, prior_entropy: 1, ram_hours: 0, recall: 0.79, relative_absolute_error: 0.4979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3921, root_relative_squared_error: 0.7842, run_cpu_time: 14.43,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.9234, kappa: 0.814, kb_relative_information_score: 907029.8943, mean_absolute_error: 0.033, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9207, predictive_accuracy: 0.9267, prior_entropy: 2.585, ram_hours: 0, recall: 0.9267, relative_absolute_error: 0.1187, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1425, root_relative_squared_error: 0.3825, run_cpu_time: 13.41,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6624, f_measure: 0.7615, kappa: 0.4246, kb_relative_information_score: 810598.6909, mean_absolute_error: 0.0573, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7326, 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: 11.76,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9468, f_measure: 0.6928, kappa: 0.6604, kb_relative_information_score: 655544.6323, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7278, predictive_accuracy: 0.6943, prior_entropy: 3.3219, ram_hours: 0.0058, recall: 0.6943, relative_absolute_error: 0.4963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2047, root_relative_squared_error: 0.6822, run_cpu_time: 21046.681,

Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8067, f_measure: 0.7577, kappa: 0.4443, kb_relative_information_score: 417210.1352, mean_absolute_error: 0.3051, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7661, predictive_accuracy: 0.7709, prior_entropy: 1, ram_hours: 0.2808, recall: 0.7709, relative_absolute_error: 0.6102, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.8052, run_cpu_time: 1406.09,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8325, f_measure: 0.6306, kappa: 0.5159, kb_relative_information_score: 590219.6308, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.626, predictive_accuracy: 0.6498, prior_entropy: 2.585, ram_hours: 0.0008, recall: 0.6498, relative_absolute_error: 0.4839, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.8066, run_cpu_time: 64.7,

Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7022, f_measure: 0.5277, kappa: 0.2674, kb_relative_information_score: 12541.3128, mean_absolute_error: 0.3784, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5269, predictive_accuracy: 0.5291, prior_entropy: 1.585, ram_hours: 0, recall: 0.5291, relative_absolute_error: 0.8513, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.438, root_relative_squared_error: 0.9292, run_cpu_time: 3.72,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(autos)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8793, f_measure: 0.6555, kappa: 0.5573, kb_relative_information_score: 607572.1118, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6532, predictive_accuracy: 0.6593, prior_entropy: 2.8074, ram_hours: 0.0001, recall: 0.6593, relative_absolute_error: 0.5, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2631, root_relative_squared_error: 0.752, run_cpu_time: 51.46,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9468, f_measure: 0.6928, kappa: 0.6604, kb_relative_information_score: 655544.6323, mean_absolute_error: 0.0893, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7278, predictive_accuracy: 0.6943, prior_entropy: 3.3219, ram_hours: 0.0059, recall: 0.6943, relative_absolute_error: 0.4963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2047, root_relative_squared_error: 0.6822, run_cpu_time: 21572.5387,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7415, f_measure: 0.7572, kappa: 0.4454, kb_relative_information_score: 477098.2668, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7596, predictive_accuracy: 0.7665, prior_entropy: 1, ram_hours: 0.0055, recall: 0.7665, relative_absolute_error: 0.536, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4401, root_relative_squared_error: 0.8803, run_cpu_time: 155.85,

Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8361, f_measure: 0.6234, kappa: 0.5001, kb_relative_information_score: 513519.9068, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6193, predictive_accuracy: 0.6332, prior_entropy: 2.585, ram_hours: 0.1077, recall: 0.6332, relative_absolute_error: 0.612, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2947, root_relative_squared_error: 0.7909, run_cpu_time: 743.22,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.7242, kappa: 0.6975, kb_relative_information_score: 274507.6567, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.723, predictive_accuracy: 0.7277, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7277, relative_absolute_error: 0.9008, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2758, root_relative_squared_error: 0.9193, run_cpu_time: 39.3,

Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.5336, kappa: -0.0007, kb_relative_information_score: 67212, 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: 0.9328, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6829, root_relative_squared_error: 1.3659, run_cpu_time: 9.32,

Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.7097, kappa: 0.6797, kb_relative_information_score: 728685.7623, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7087, predictive_accuracy: 0.7117, prior_entropy: 3.3219, ram_hours: 0.0024, recall: 0.7117, relative_absolute_error: 0.3706, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.663, run_cpu_time: 1323.73,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.6671, kappa: 0.5693, kb_relative_information_score: 628003.952, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6668, predictive_accuracy: 0.6924, prior_entropy: 2.585, ram_hours: 0.0005, recall: 0.6924, relative_absolute_error: 0.4655, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.7075, run_cpu_time: 3595.9626,

Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.884, f_measure: 0.5071, kappa: 0.4609, kb_relative_information_score: 487889.653, mean_absolute_error: 0.1197, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.5036, predictive_accuracy: 0.5148, prior_entropy: 3.3219, ram_hours: 0, recall: 0.5148, relative_absolute_error: 0.665, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2495, root_relative_squared_error: 0.8317, run_cpu_time: 50.59,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.039, kb_relative_information_score: 63060.8228, mean_absolute_error: 0.2834, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0224, predictive_accuracy: 0.1497, prior_entropy: 2.585, ram_hours: 0.0013, recall: 0.1497, relative_absolute_error: 1.0204, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5323, root_relative_squared_error: 1.4282, run_cpu_time: 57.1209,

Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(anneal)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.9593, kappa: 0.8994, kb_relative_information_score: 876308.0683, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.959, predictive_accuracy: 0.9599, prior_entropy: 2.585, ram_hours: 0.0015, recall: 0.9599, relative_absolute_error: 0.2109, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.3438, run_cpu_time: 166.8951,

Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.692, kappa: 0.6604, kb_relative_information_score: 707831.9279, mean_absolute_error: 0.0661, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6905, predictive_accuracy: 0.6943, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6943, relative_absolute_error: 0.367, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2162, root_relative_squared_error: 0.7205, run_cpu_time: 113.3746,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9169, f_measure: 0.8481, kappa: 0.6753, kb_relative_information_score: 648657.1821, mean_absolute_error: 0.1815, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8489, predictive_accuracy: 0.8476, prior_entropy: 1, ram_hours: 0, recall: 0.8476, relative_absolute_error: 0.363, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.6754, run_cpu_time: 14.9007,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 58745.8454, 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: 0.0062, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4242, root_relative_squared_error: 1.4139, run_cpu_time: 97.4,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5379, f_measure: 0.4052, kappa: 0.075, kb_relative_information_score: 11151.1203, mean_absolute_error: 0.388, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4016, predictive_accuracy: 0.4198, prior_entropy: 1.585, ram_hours: 0, recall: 0.4198, relative_absolute_error: 0.873, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6196, root_relative_squared_error: 1.3145, run_cpu_time: 0.25,

Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9381, f_measure: 0.6762, kappa: 0.6379, kb_relative_information_score: 639564.6117, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.6863, predictive_accuracy: 0.6741, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.6741, relative_absolute_error: 0.5293, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.7079, run_cpu_time: 763.255,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(labor)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9215, f_measure: 0.9316, kappa: 0.8496, kb_relative_information_score: 864040, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9316, predictive_accuracy: 0.9319, prior_entropy: 1, ram_hours: 0, recall: 0.9319, relative_absolute_error: 0.136, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2603, root_relative_squared_error: 0.5205, run_cpu_time: 6.5253,

Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7415, f_measure: 0.7572, kappa: 0.4454, kb_relative_information_score: 477098.2668, mean_absolute_error: 0.268, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7596, predictive_accuracy: 0.7665, prior_entropy: 1, ram_hours: 0.0046, recall: 0.7665, relative_absolute_error: 0.536, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4401, root_relative_squared_error: 0.8803, run_cpu_time: 127.699,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.6671, kappa: 0.5693, kb_relative_information_score: 628003.952, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6668, predictive_accuracy: 0.6924, prior_entropy: 2.585, ram_hours: 0.0005, recall: 0.6924, relative_absolute_error: 0.4655, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.7075, run_cpu_time: 3729.3537,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6348, f_measure: 0.4693, kappa: 0.1759, kb_relative_information_score: 10685.4134, mean_absolute_error: 0.3926, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4681, predictive_accuracy: 0.4715, prior_entropy: 1.585, ram_hours: 0, recall: 0.4715, relative_absolute_error: 0.8833, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4603, root_relative_squared_error: 0.9764, run_cpu_time: 196.0464,

Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 58805.7094, 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: 0.0851, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142, run_cpu_time: 481.5258,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7859, f_measure: 0.6085, kappa: 0.4006, kb_relative_information_score: 66927.1524, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.6137, predictive_accuracy: 0.6284, prior_entropy: 2.8074, ram_hours: 0.0004, recall: 0.6284, relative_absolute_error: 0.5453, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.7673, run_cpu_time: 1596.27,

Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.7143, kappa: 0.6854, kb_relative_information_score: 729581.2989, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7125, predictive_accuracy: 0.7169, prior_entropy: 3.3219, ram_hours: 0.0023, recall: 0.7169, relative_absolute_error: 0.3816, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.6498, run_cpu_time: 891.2359,

Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5564, f_measure: 0.2818, kappa: 0.0982, kb_relative_information_score: 5813.6941, mean_absolute_error: 0.4358, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.3188, predictive_accuracy: 0.3464, prior_entropy: 1.585, ram_hours: 0, recall: 0.3464, relative_absolute_error: 0.9804, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6601, root_relative_squared_error: 1.4003, run_cpu_time: 0.244,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5275, kb_relative_information_score: 323852, mean_absolute_error: 0.3381, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, ram_hours: 0.0024, recall: 0.6621, relative_absolute_error: 0.6761, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5812, root_relative_squared_error: 1.1625, run_cpu_time: 59.6527,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.893, kappa: 0.7696, kb_relative_information_score: 701442.4872, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.893, predictive_accuracy: 0.8935, prior_entropy: 1, ram_hours: 0.0214, recall: 0.8935, relative_absolute_error: 0.3211, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2816, root_relative_squared_error: 0.5631, run_cpu_time: 416.9698,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2518, kappa: -0, kb_relative_information_score: 203432.9162, mean_absolute_error: 0.2505, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.2015, predictive_accuracy: 0.4229, prior_entropy: 2.585, ram_hours: 0, recall: 0.4229, relative_absolute_error: 0.902, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3542, root_relative_squared_error: 0.9504, run_cpu_time: 9.2959,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set covertype

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, f_measure: 0.5975, kappa: 0.3775, kb_relative_information_score: 60975.4473, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.2449, number_of_instances: 110393, precision: 0.5934, predictive_accuracy: 0.6029, prior_entropy: 2.8074, ram_hours: 0, recall: 0.6029, relative_absolute_error: 0.5192, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3137, root_relative_squared_error: 0.8964, run_cpu_time: 1.7678,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8584, f_measure: 0.8683, kappa: 0.7172, kb_relative_information_score: 736588, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8682, predictive_accuracy: 0.8684, prior_entropy: 1, ram_hours: 0, recall: 0.8684, relative_absolute_error: 0.2634, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3626, root_relative_squared_error: 0.7251, run_cpu_time: 12.117,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.8274, kappa: 0.625, kb_relative_information_score: 574271.6146, mean_absolute_error: 0.2227, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.83, predictive_accuracy: 0.8308, prior_entropy: 1, ram_hours: 0, recall: 0.8308, relative_absolute_error: 0.4453, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3667, root_relative_squared_error: 0.7335, run_cpu_time: 10.1744,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7266, f_measure: 0.7611, kappa: 0.4614, kb_relative_information_score: 526630, mean_absolute_error: 0.2367, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7597, predictive_accuracy: 0.7635, prior_entropy: 1, ram_hours: 0, recall: 0.7635, relative_absolute_error: 0.4734, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4862, root_relative_squared_error: 0.9725, run_cpu_time: 16.5107,

Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5731, f_measure: 0.6172, kappa: 0.1458, kb_relative_information_score: 233372, mean_absolute_error: 0.3833, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6178, predictive_accuracy: 0.6167, prior_entropy: 1, ram_hours: 0, recall: 0.6167, relative_absolute_error: 0.7666, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6191, root_relative_squared_error: 1.2382, run_cpu_time: 6.8784,

Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.917, f_measure: 0.8515, kappa: 0.6815, kb_relative_information_score: 652756.4334, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8515, predictive_accuracy: 0.8515, prior_entropy: 1, ram_hours: 0, recall: 0.8515, relative_absolute_error: 0.3599, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.333, root_relative_squared_error: 0.6659, run_cpu_time: 11.808,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8117, f_measure: 0.8148, kappa: 0.6081, kb_relative_information_score: 625666, mean_absolute_error: 0.1872, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8196, predictive_accuracy: 0.8129, prior_entropy: 1, ram_hours: 0, recall: 0.8129, relative_absolute_error: 0.3743, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4323, root_relative_squared_error: 0.8647, run_cpu_time: 8.6235,

Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6988, f_measure: 0.5274, kappa: 0.2675, kb_relative_information_score: 12769.1608, mean_absolute_error: 0.3767, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5271, predictive_accuracy: 0.5278, prior_entropy: 1.585, ram_hours: 0, recall: 0.5278, relative_absolute_error: 0.8476, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4399, root_relative_squared_error: 0.9332, run_cpu_time: 0.4524,

Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7083, f_measure: 0.5383, kappa: 0.2843, kb_relative_information_score: 12444.7573, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5374, predictive_accuracy: 0.5401, prior_entropy: 1.585, ram_hours: 0, recall: 0.5401, relative_absolute_error: 0.8528, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4366, root_relative_squared_error: 0.9261, run_cpu_time: 2.4304,

Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4994, f_measure: 0.5275, kappa: -0, kb_relative_information_score: 130916.5429, mean_absolute_error: 0.4476, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4384, predictive_accuracy: 0.6621, prior_entropy: 1, ram_hours: 0, recall: 0.6621, relative_absolute_error: 0.8953, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.473, root_relative_squared_error: 0.946, run_cpu_time: 8.702,

Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5855, f_measure: 0.3253, kappa: 0.0802, kb_relative_information_score: 238933.065, mean_absolute_error: 0.2414, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.3727, predictive_accuracy: 0.4311, prior_entropy: 2.585, ram_hours: 0.0006, recall: 0.4311, relative_absolute_error: 0.869, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3511, root_relative_squared_error: 0.9422, run_cpu_time: 83.5251,

Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4873, kb_relative_information_score: 260442, mean_absolute_error: 0.3698, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3972, predictive_accuracy: 0.6302, prior_entropy: 1, ram_hours: 0, recall: 0.6302, relative_absolute_error: 0.7396, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6081, root_relative_squared_error: 1.2162, run_cpu_time: 9.9413,

Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2547, kb_relative_information_score: 11856.7702, mean_absolute_error: 0.3825, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.1816, predictive_accuracy: 0.4262, prior_entropy: 1.585, ram_hours: 0, recall: 0.4262, relative_absolute_error: 0.8607, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6185, root_relative_squared_error: 1.312, run_cpu_time: 0.6475,

Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.8069, kappa: 0.5591, kb_relative_information_score: 552764.7705, mean_absolute_error: 0.2324, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8137, prior_entropy: 1, ram_hours: 0, recall: 0.8137, relative_absolute_error: 0.4648, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3697, root_relative_squared_error: 0.7394, run_cpu_time: 11.4684,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7143, f_measure: 0.5417, kappa: 0.2877, kb_relative_information_score: 12893.8566, mean_absolute_error: 0.376, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5409, predictive_accuracy: 0.5448, prior_entropy: 1.585, ram_hours: 0, recall: 0.5448, relative_absolute_error: 0.846, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.434, root_relative_squared_error: 0.9206, run_cpu_time: 4.8908,

Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(cmc)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4938, f_measure: 0.2548, kappa: -0.0002, kb_relative_information_score: 4364.4323, mean_absolute_error: 0.4307, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.247, predictive_accuracy: 0.4261, prior_entropy: 1.585, ram_hours: 0, recall: 0.4261, relative_absolute_error: 0.969, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4641, root_relative_squared_error: 0.9846, run_cpu_time: 0.3059,

Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5526, kappa: 0.0001, kb_relative_information_score: 105154, mean_absolute_error: 0.4474, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5526, predictive_accuracy: 0.5526, prior_entropy: 1, ram_hours: 0, recall: 0.5526, relative_absolute_error: 0.8948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6689, root_relative_squared_error: 1.3378, run_cpu_time: 7.6281,

Jan van Rijn 10 years ago
ran flow moa.FIMTDD(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: -91335.1938, mean_absolute_error: 0.3302, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.0001, predictive_accuracy: 0.0095, prior_entropy: 2.585, ram_hours: 0.0004, recall: 0.0095, relative_absolute_error: 1.1887, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.5746, root_relative_squared_error: 1.5419, run_cpu_time: 40.2384,

Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.0629, kappa: -0.0007, kb_relative_information_score: 630.0357, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0884, predictive_accuracy: 0.0995, prior_entropy: 3.3219, ram_hours: 0, recall: 0.0995, 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: 23.8627,

Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8295, f_measure: 0.5592, kappa: 0.4153, kb_relative_information_score: 477884.1352, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.5618, predictive_accuracy: 0.5911, prior_entropy: 2.585, ram_hours: 0.0124, recall: 0.5911, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3032, root_relative_squared_error: 0.8136, run_cpu_time: 675.6841,

Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6497, f_measure: 0.691, kappa: 0.3043, kb_relative_information_score: 387372, mean_absolute_error: 0.3063, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6891, predictive_accuracy: 0.6937, prior_entropy: 1, ram_hours: 0, recall: 0.6937, relative_absolute_error: 0.6126, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5535, root_relative_squared_error: 1.1069, run_cpu_time: 8.3684,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.4906, kappa: 0.4408, kb_relative_information_score: 467317.328, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.4991, predictive_accuracy: 0.4967, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4967, relative_absolute_error: 0.6389, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2676, root_relative_squared_error: 0.8919, run_cpu_time: 22.9615,

Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9401, f_measure: 0.6946, kappa: 0.6631, kb_relative_information_score: 707032.0696, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.693, predictive_accuracy: 0.6968, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.6968, relative_absolute_error: 0.3692, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2157, root_relative_squared_error: 0.719, run_cpu_time: 284.0708,

Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.8518, kappa: 0.681, kb_relative_information_score: 509509.6475, mean_absolute_error: 0.2653, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8515, predictive_accuracy: 0.8522, prior_entropy: 1, ram_hours: 0.1133, recall: 0.8522, relative_absolute_error: 0.5307, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.6713, run_cpu_time: 907.0358,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.73, f_measure: 0.49, kappa: 0.4357, kb_relative_information_score: 477264.325, mean_absolute_error: 0.1031, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.4891, predictive_accuracy: 0.4921, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4921, relative_absolute_error: 0.5726, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3058, root_relative_squared_error: 1.0192, run_cpu_time: 21.5034,

Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.4873, kappa: -0, kb_relative_information_score: 86970.2491, mean_absolute_error: 0.4661, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3972, predictive_accuracy: 0.6302, prior_entropy: 1, ram_hours: 0, recall: 0.6302, relative_absolute_error: 0.9322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4828, root_relative_squared_error: 0.9655, run_cpu_time: 9.0024,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(colic)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.4873, kb_relative_information_score: 260240, mean_absolute_error: 0.3699, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3972, predictive_accuracy: 0.6302, prior_entropy: 1, ram_hours: 0.0021, recall: 0.6302, relative_absolute_error: 0.7398, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.608, root_relative_squared_error: 1.2159, run_cpu_time: 61.6705,

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