OpenML

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.4787, kappa: 0.4882, kb_relative_information_score: 19236.1559, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.1049, number_of_instances: 28056, precision: 0.4945, predictive_accuracy: 0.5463, prior_entropy: 4.1699, ram_hours: 0, recall: 0.5463, relative_absolute_error: 0.4393, root_mean_prior_squared_error: 0.2291, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.7746, run_cpu_time: 0.5355,

Joaquin Vanschoren 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set primary-tumor

0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[head], line 41

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7181, f_measure: 0.4494, kappa: 0.0785, kb_relative_information_score: 14.4386, mean_absolute_error: 0.2137, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.5695, predictive_accuracy: 0.5357, prior_entropy: 2, ram_hours: 0, recall: 0.5357, relative_absolute_error: 0.57, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.393, root_relative_squared_error: 0.9075, run_cpu_time: 0.0104,

Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set heart-h

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4988, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.32, number_of_instances: 294, precision: 0.4089, predictive_accuracy: 0.6395, prior_entropy: 2.3219, recall: 0.6395, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4, root_relative_squared_error: 1, run_cpu_time: 0.04,

Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set liver-disorders

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2487, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 345, precision: 0.1766, predictive_accuracy: 0.4203, prior_entropy: 1, recall: 0.4203, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.03,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4669, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 435, precision: 0.3767, predictive_accuracy: 0.6138, prior_entropy: 1, ram_hours: 0, recall: 0.6138, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.0045,

Joaquin Vanschoren 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set sonar

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.6306, kappa: 0.3533, kb_relative_information_score: 90.4683, mean_absolute_error: 0.2793, mean_prior_absolute_error: 0.5, number_of_instances: 208, precision: 0.8045, predictive_accuracy: 0.6635, prior_entropy: 1, recall: 0.6635, relative_absolute_error: 0.5587, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.438, root_relative_squared_error: 0.8761, run_cpu_time: 0.18,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.2019, kappa: 0.1262, kb_relative_information_score: 1265.1888, mean_absolute_error: 0.057, mean_prior_absolute_error: 0.0666, number_of_instances: 4177, precision: 0.2057, predictive_accuracy: 0.2116, prior_entropy: 4.858, ram_hours: 0, recall: 0.2116, relative_absolute_error: 0.8556, root_mean_prior_squared_error: 0.1825, root_mean_squared_error: 0.1905, root_relative_squared_error: 1.0438, run_cpu_time: 0.3947,

Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set mfeat-zernike

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4444, f_measure: 0.026, kb_relative_information_score: -45.7575, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0149, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1.0556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3808, root_relative_squared_error: 1.2693, run_cpu_time: 0.39,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0196, kb_relative_information_score: 62995.8038, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0108, predictive_accuracy: 0.104, prior_entropy: 3.3219, ram_hours: 0.0018, recall: 0.104, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4232, root_relative_squared_error: 1.4107, run_cpu_time: 64.186,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2154, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 132, precision: 0.1493, predictive_accuracy: 0.3864, prior_entropy: 2, ram_hours: 0, recall: 0.3864, relative_absolute_error: 1, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.433, root_relative_squared_error: 1, run_cpu_time: 0.0014,

Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set dermatology

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1434, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.2778, number_of_instances: 366, precision: 0.0936, predictive_accuracy: 0.306, prior_entropy: 2.585, recall: 0.306, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3727, root_relative_squared_error: 1, run_cpu_time: 0.02,

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

0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[head], line 41

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8387, f_measure: 0.7323, kappa: 0.5107, kb_relative_information_score: 92.0222, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.375, number_of_instances: 148, precision: 0.7309, predictive_accuracy: 0.7432, prior_entropy: 2, ram_hours: 0, recall: 0.7432, relative_absolute_error: 0.477, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3107, root_relative_squared_error: 0.7175, run_cpu_time: 0.008,

Joaquin Vanschoren 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set segment

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4685, f_measure: 0.0863, kappa: -0.0167, kb_relative_information_score: 20.5878, mean_absolute_error: 0.2451, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.0923, predictive_accuracy: 0.1286, prior_entropy: 2.8074, recall: 0.1286, relative_absolute_error: 1.0006, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3507, root_relative_squared_error: 1.0023, run_cpu_time: 0.71,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4499, f_measure: 0.575, kappa: -0.0207, kb_relative_information_score: 54.9658, mean_absolute_error: 0.4206, mean_prior_absolute_error: 0.5, number_of_instances: 286, precision: 0.4917, predictive_accuracy: 0.6923, prior_entropy: 1, ram_hours: 0, recall: 0.6923, relative_absolute_error: 0.8413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4666, root_relative_squared_error: 0.9333, run_cpu_time: 0.0023,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9912, kappa: 0.9904, kb_relative_information_score: 27672.4885, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.1049, number_of_instances: 28056, precision: 0.9912, predictive_accuracy: 0.9914, prior_entropy: 4.1699, ram_hours: 0, recall: 0.9914, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.2291, root_mean_squared_error: 0.0317, root_relative_squared_error: 0.1382, run_cpu_time: 1.1651,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.2242, f_measure: 0.1183, kappa: -0.4704, kb_relative_information_score: -1975, mean_absolute_error: 0.7146, mean_prior_absolute_error: 0.5, number_of_instances: 4601, precision: 0.089, predictive_accuracy: 0.1767, prior_entropy: 1, ram_hours: 0, recall: 0.1767, relative_absolute_error: 1.4293, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.8126, root_relative_squared_error: 1.6252, run_cpu_time: 0.0698,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8678, f_measure: 0.8824, kappa: 0.4113, kb_relative_information_score: 3819.3396, mean_absolute_error: 0.1011, mean_prior_absolute_error: 0.32, number_of_instances: 5473, precision: 0.9004, predictive_accuracy: 0.8677, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8677, relative_absolute_error: 0.316, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.6602, run_cpu_time: 0.1692,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5768, kb_relative_information_score: 1102.5053, mean_absolute_error: 0.1499, mean_prior_absolute_error: 0.375, number_of_instances: 1728, precision: 0.4903, predictive_accuracy: 0.7002, prior_entropy: 2, ram_hours: 0, recall: 0.7002, relative_absolute_error: 0.3997, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3871, root_relative_squared_error: 0.8941, run_cpu_time: 0.0063,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6117, f_measure: 0.3245, kappa: 0.1304, kb_relative_information_score: 272.0197, mean_absolute_error: 0.1561, mean_prior_absolute_error: 0.18, number_of_instances: 1484, precision: 0.451, predictive_accuracy: 0.378, prior_entropy: 3.3219, ram_hours: 0, recall: 0.378, relative_absolute_error: 0.8671, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2839, root_relative_squared_error: 0.9464, run_cpu_time: 0.0673,

Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set monks-problems-1_train

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4122, f_measure: 0.4516, kappa: -0.0866, kb_relative_information_score: -7.8151, mean_absolute_error: 0.5273, mean_prior_absolute_error: 0.5, number_of_instances: 124, precision: 0.4602, predictive_accuracy: 0.4516, prior_entropy: 1, ram_hours: 0, recall: 0.4516, relative_absolute_error: 1.0546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5523, root_relative_squared_error: 1.1045, run_cpu_time: 0.0011,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.8241, kappa: 0.6446, kb_relative_information_score: 240.1355, mean_absolute_error: 0.0803, mean_prior_absolute_error: 0.32, number_of_instances: 303, precision: 0.8262, predictive_accuracy: 0.8251, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8251, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2438, root_relative_squared_error: 0.6094, run_cpu_time: 0.0045,

Joaquin Vanschoren 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set pendigits

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9441, kappa: 0.9382, kb_relative_information_score: 10340.4521, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.9457, predictive_accuracy: 0.9444, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9444, relative_absolute_error: 0.0963, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.09, root_relative_squared_error: 0.3, run_cpu_time: 67.46,

Joaquin Vanschoren 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set vote

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.9286, kappa: 0.8492, kb_relative_information_score: 304.7951, mean_absolute_error: 0.1676, mean_prior_absolute_error: 0.5, number_of_instances: 435, precision: 0.9286, predictive_accuracy: 0.9287, prior_entropy: 1, recall: 0.9287, relative_absolute_error: 0.3352, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2547, root_relative_squared_error: 0.5094, run_cpu_time: 0.42,

Joaquin Vanschoren 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set credit-g

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6992, f_measure: 0.7117, kappa: 0.3152, kb_relative_information_score: 179.6522, mean_absolute_error: 0.4246, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.7124, predictive_accuracy: 0.711, prior_entropy: 1, recall: 0.711, relative_absolute_error: 0.8492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4532, root_relative_squared_error: 0.9065, run_cpu_time: 0.57,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9542, kappa: 0.9494, kb_relative_information_score: 5291.6621, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.9547, predictive_accuracy: 0.9544, prior_entropy: 3.3219, ram_hours: 0, recall: 0.9544, relative_absolute_error: 0.0979, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0859, root_relative_squared_error: 0.2863, run_cpu_time: 109.4065,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9074, kappa: 0.8633, kb_relative_information_score: 11340.4125, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.32, number_of_instances: 12960, precision: 0.9223, predictive_accuracy: 0.9066, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9066, relative_absolute_error: 0.1738, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.4098, run_cpu_time: 0.4603,

Joaquin Vanschoren 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set anneal

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.9054, kappa: 0.7693, kb_relative_information_score: 799.9561, mean_absolute_error: 0.0442, mean_prior_absolute_error: 0.2778, number_of_instances: 898, precision: 0.9123, predictive_accuracy: 0.9176, prior_entropy: 2.585, ram_hours: 0, recall: 0.9176, relative_absolute_error: 0.159, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1465, root_relative_squared_error: 0.3932, run_cpu_time: 4.81,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7856, f_measure: 0.7161, kappa: 0.3753, kb_relative_information_score: 294.6818, mean_absolute_error: 0.3159, mean_prior_absolute_error: 0.5, number_of_instances: 768, precision: 0.7161, predictive_accuracy: 0.7161, prior_entropy: 1, ram_hours: 0, recall: 0.7161, relative_absolute_error: 0.6318, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4388, root_relative_squared_error: 0.8777, run_cpu_time: 0.0394,

Joaquin Vanschoren 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set iris

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9399, kappa: 0.91, kb_relative_information_score: 136.7003, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.4444, number_of_instances: 150, precision: 0.9434, predictive_accuracy: 0.94, prior_entropy: 1.585, recall: 0.94, relative_absolute_error: 0.1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.4122, run_cpu_time: 0.02,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9052, kappa: 0.86, kb_relative_information_score: 11382.0615, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.32, number_of_instances: 12960, precision: 0.9167, predictive_accuracy: 0.9044, prior_entropy: 2.3219, ram_hours: 0, recall: 0.9044, relative_absolute_error: 0.1618, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.424, run_cpu_time: 0.1327,

Joaquin Vanschoren 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set vehicle

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5065, f_measure: 0.1739, kappa: 0.0131, kb_relative_information_score: 94.9233, mean_absolute_error: 0.3676, mean_prior_absolute_error: 0.375, number_of_instances: 846, precision: 0.143, predictive_accuracy: 0.2648, prior_entropy: 2, recall: 0.2648, relative_absolute_error: 0.9803, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.6063, root_relative_squared_error: 1.4002, run_cpu_time: 0.03,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9586, f_measure: 0.882, kappa: 0.8681, kb_relative_information_score: 4939.5621, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.18, number_of_instances: 5620, precision: 0.8854, predictive_accuracy: 0.8813, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8813, relative_absolute_error: 0.132, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.15, root_relative_squared_error: 0.4999, run_cpu_time: 0.7354,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1434, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.2778, number_of_instances: 366, precision: 0.0936, predictive_accuracy: 0.306, prior_entropy: 2.585, ram_hours: 0, recall: 0.306, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3727, root_relative_squared_error: 1, run_cpu_time: 0.0078,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8004, f_measure: 0.5243, kappa: 0.3909, kb_relative_information_score: 338.9847, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.32, number_of_instances: 736, precision: 0.5461, predictive_accuracy: 0.5258, prior_entropy: 2.3219, ram_hours: 0, recall: 0.5258, relative_absolute_error: 0.6105, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.4017, root_relative_squared_error: 1.0042, run_cpu_time: 0.018,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, f_measure: 0.7891, kappa: 0.7288, kb_relative_information_score: 275.4212, mean_absolute_error: 0.0481, mean_prior_absolute_error: 0.2188, number_of_instances: 336, precision: 0.8321, predictive_accuracy: 0.8095, prior_entropy: 3, ram_hours: 0, recall: 0.8095, relative_absolute_error: 0.2198, root_mean_prior_squared_error: 0.3307, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.5706, run_cpu_time: 0.0355,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.518, f_measure: 0.2781, kappa: 0.0669, kb_relative_information_score: 18.5974, mean_absolute_error: 0.4292, mean_prior_absolute_error: 0.4444, number_of_instances: 151, precision: 0.3436, predictive_accuracy: 0.3709, prior_entropy: 1.585, ram_hours: 0, recall: 0.3709, relative_absolute_error: 0.9656, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6386, root_relative_squared_error: 1.3546, run_cpu_time: 0.0122,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.544, kb_relative_information_score: 28, mean_absolute_error: 0.325, mean_prior_absolute_error: 0.5, number_of_instances: 80, precision: 0.4556, predictive_accuracy: 0.675, prior_entropy: 1, ram_hours: 0, recall: 0.675, relative_absolute_error: 0.65, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5701, root_relative_squared_error: 1.1402, run_cpu_time: 0.0016,

Joaquin Vanschoren 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set trains

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7, f_measure: 0.6703, kappa: 0.4, kb_relative_information_score: 3.9618, mean_absolute_error: 0.3026, mean_prior_absolute_error: 0.5, number_of_instances: 10, precision: 0.8125, predictive_accuracy: 0.7, prior_entropy: 1, recall: 0.7, relative_absolute_error: 0.6052, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5478, root_relative_squared_error: 1.0956, run_cpu_time: 0.05,

Joaquin Vanschoren 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set hepatitis

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.6735, kappa: -0.0078, kb_relative_information_score: 55, mean_absolute_error: 0.3226, mean_prior_absolute_error: 0.5, number_of_instances: 155, precision: 0.6698, predictive_accuracy: 0.6774, prior_entropy: 1, recall: 0.6774, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.568, root_relative_squared_error: 1.1359, run_cpu_time: 0.03,

Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set waveform-5000

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9346, f_measure: 0.814, kappa: 0.7239, kb_relative_information_score: 3500.5276, mean_absolute_error: 0.1557, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.8198, predictive_accuracy: 0.8158, prior_entropy: 1.585, ram_hours: 0, recall: 0.8158, relative_absolute_error: 0.3503, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.305, root_relative_squared_error: 0.647, run_cpu_time: 2.7241,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8781, kappa: 0.7303, kb_relative_information_score: 255.5944, mean_absolute_error: 0.0476, mean_prior_absolute_error: 0.32, number_of_instances: 294, precision: 0.9021, predictive_accuracy: 0.8844, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8844, relative_absolute_error: 0.1489, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.4998, run_cpu_time: 0.0026,

Joaquin Vanschoren 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set iris

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1667, kb_relative_information_score: 13.093, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 150, precision: 0.1111, predictive_accuracy: 0.3333, prior_entropy: 1.585, recall: 0.3333, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6667, root_relative_squared_error: 1.4142, run_cpu_time: 0.03,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.7224, kappa: 0.2126, kb_relative_information_score: 329.5485, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.2449, number_of_instances: 412, precision: 0.6982, predictive_accuracy: 0.7961, prior_entropy: 2.8074, ram_hours: 0, recall: 0.7961, relative_absolute_error: 0.2191, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.216, root_relative_squared_error: 0.6171, run_cpu_time: 0.0041,

Joaquin Vanschoren 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set autos

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5317, f_measure: 0.2363, kappa: 0.0109, kb_relative_information_score: 53.5086, mean_absolute_error: 0.2149, mean_prior_absolute_error: 0.2449, number_of_instances: 205, precision: 0.2618, predictive_accuracy: 0.2976, prior_entropy: 2.8074, recall: 0.2976, relative_absolute_error: 0.8776, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.338, root_relative_squared_error: 0.9659, run_cpu_time: 0.06,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5221, f_measure: 0.3284, kappa: 0.037, kb_relative_information_score: 157.2961, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.1172, number_of_instances: 452, precision: 0.321, predictive_accuracy: 0.3628, prior_entropy: 4, ram_hours: 0, recall: 0.3628, relative_absolute_error: 0.6796, root_mean_prior_squared_error: 0.2421, root_mean_squared_error: 0.2822, root_relative_squared_error: 1.1659, run_cpu_time: 0.0305,

Joaquin Vanschoren 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set arrhythmia

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6546, f_measure: 0.5375, kappa: 0.2916, kb_relative_information_score: 252.7968, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.1172, number_of_instances: 452, precision: 0.5347, predictive_accuracy: 0.5664, prior_entropy: 4, recall: 0.5664, relative_absolute_error: 0.463, root_mean_prior_squared_error: 0.2421, root_mean_squared_error: 0.2317, root_relative_squared_error: 0.9574, run_cpu_time: 0.37,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8581, f_measure: 0.7357, kappa: 0.4063, kb_relative_information_score: 29.6937, mean_absolute_error: 0.2422, mean_prior_absolute_error: 0.5, number_of_instances: 57, precision: 0.7536, predictive_accuracy: 0.7544, prior_entropy: 1, ram_hours: 0, recall: 0.7544, relative_absolute_error: 0.4844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4179, root_relative_squared_error: 0.8358, run_cpu_time: 0.0009,

Joaquin Vanschoren 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set diabetes

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7759, f_measure: 0.7258, kappa: 0.3874, kb_relative_information_score: 285.1635, mean_absolute_error: 0.3256, mean_prior_absolute_error: 0.5, number_of_instances: 768, precision: 0.7244, predictive_accuracy: 0.7318, prior_entropy: 1, recall: 0.7318, relative_absolute_error: 0.6511, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.435, root_relative_squared_error: 0.8699, run_cpu_time: 0.9,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6385, f_measure: 0.6607, kappa: 0.223, kb_relative_information_score: 24.7003, mean_absolute_error: 0.35, mean_prior_absolute_error: 0.5, number_of_instances: 80, precision: 0.6592, predictive_accuracy: 0.6625, prior_entropy: 1, ram_hours: 0, recall: 0.6625, relative_absolute_error: 0.7, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.501, root_relative_squared_error: 1.002, run_cpu_time: 0.0264,

Joaquin Vanschoren 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set mfeat-factors

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9449, f_measure: 0.705, kappa: 0.6739, kb_relative_information_score: 1256.2311, mean_absolute_error: 0.098, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.716, predictive_accuracy: 0.7065, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7065, relative_absolute_error: 0.5444, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2175, root_relative_squared_error: 0.725, run_cpu_time: 3.85,

Joaquin Vanschoren 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set zoo

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9181, f_measure: 0.8384, kappa: 0.7918, kb_relative_information_score: 84.0301, mean_absolute_error: 0.052, mean_prior_absolute_error: 0.2449, number_of_instances: 101, precision: 0.8502, predictive_accuracy: 0.8416, prior_entropy: 2.8074, recall: 0.8416, relative_absolute_error: 0.2125, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.192, root_relative_squared_error: 0.5488, run_cpu_time: 0.1,

Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set shuttle-landing-control

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9011, kb_relative_information_score: 13, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.5, number_of_instances: 15, precision: 0.8711, predictive_accuracy: 0.9333, prior_entropy: 1, ram_hours: 0, recall: 0.9333, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.5164, run_cpu_time: 0.0002,

Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set dermatology

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1434, mean_absolute_error: 0.2778, mean_prior_absolute_error: 0.2778, number_of_instances: 366, precision: 0.0936, predictive_accuracy: 0.306, prior_entropy: 2.585, recall: 0.306, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3727, root_relative_squared_error: 1, run_cpu_time: 0.09,

Joaquin Vanschoren 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set waveform-5000

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1711, kb_relative_information_score: 471.1156, mean_absolute_error: 0.4411, mean_prior_absolute_error: 0.4444, number_of_instances: 5000, precision: 0.1145, predictive_accuracy: 0.3384, prior_entropy: 1.585, ram_hours: 0, recall: 0.3384, relative_absolute_error: 0.9924, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6641, root_relative_squared_error: 1.4088, run_cpu_time: 0.91,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5911, mean_absolute_error: 0.4444, mean_prior_absolute_error: 0.4444, number_of_instances: 90, precision: 0.5057, predictive_accuracy: 0.7111, prior_entropy: 1.585, ram_hours: 0, recall: 0.7111, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4714, root_relative_squared_error: 1, run_cpu_time: 0.0015,

Joaquin Vanschoren 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set monks-problems-2_train

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4811, f_measure: 0.5042, kappa: 0.0189, kb_relative_information_score: -0.4431, mean_absolute_error: 0.5008, mean_prior_absolute_error: 0.5, number_of_instances: 169, precision: 0.5099, predictive_accuracy: 0.5089, prior_entropy: 1, recall: 0.5089, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5159, root_relative_squared_error: 1.0319, run_cpu_time: 0.04,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set tic-tac-toe

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1784, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.1201, predictive_accuracy: 0.3466, prior_entropy: 1, ram_hours: 0, recall: 0.3466, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.0077,

Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set monks-problems-3_test

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.01,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4579, f_measure: 0.1002, kappa: -0.0044, kb_relative_information_score: 74.3265, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.0799, number_of_instances: 226, precision: 0.0628, predictive_accuracy: 0.2478, prior_entropy: 4.585, ram_hours: 0, recall: 0.2478, relative_absolute_error: 0.8838, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.9618, run_cpu_time: 0.0185,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7817, f_measure: 0.6889, kappa: 0.3806, kb_relative_information_score: 304786.3313, mean_absolute_error: 0.3564, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7059, predictive_accuracy: 0.6968, prior_entropy: 1, ram_hours: 0.4007, recall: 0.6968, relative_absolute_error: 0.7127, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4315, root_relative_squared_error: 0.8631, run_cpu_time: 2181.84,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6935, f_measure: 0.4494, kappa: 0.0785, kb_relative_information_score: 13.3175, mean_absolute_error: 0.2244, mean_prior_absolute_error: 0.375, number_of_instances: 28, precision: 0.5695, predictive_accuracy: 0.5357, prior_entropy: 2, ram_hours: 0, recall: 0.5357, relative_absolute_error: 0.5983, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4227, root_relative_squared_error: 0.9762, run_cpu_time: 0.0009,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5683, f_measure: 0.6243, kappa: -0.0252, kb_relative_information_score: 43.2939, mean_absolute_error: 0.4389, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.5972, predictive_accuracy: 0.6797, prior_entropy: 1, recall: 0.6797, relative_absolute_error: 0.8777, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4648, root_relative_squared_error: 0.9295, run_cpu_time: 0.01,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set shuttle-landing-control

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9011, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 15, precision: 0.8711, predictive_accuracy: 0.9333, prior_entropy: 1, ram_hours: 0, recall: 0.9333, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.0006,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8819, kappa: 0.7388, kb_relative_information_score: 256.5802, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.32, number_of_instances: 294, precision: 0.9045, predictive_accuracy: 0.8878, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8878, relative_absolute_error: 0.1438, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.198, root_relative_squared_error: 0.4949, run_cpu_time: 0.01,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8435, f_measure: 0.6145, kappa: 0.5963, kb_relative_information_score: 12397.3271, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.074, number_of_instances: 20000, precision: 0.636, predictive_accuracy: 0.6119, prior_entropy: 4.7004, ram_hours: 0, recall: 0.6119, relative_absolute_error: 0.4261, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1562, root_relative_squared_error: 0.8121, run_cpu_time: 0.4938,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6118, f_measure: 0.6756, kappa: 0.2771, kb_relative_information_score: 458.4655, mean_absolute_error: 0.2829, mean_prior_absolute_error: 0.375, number_of_instances: 1728, precision: 0.6368, predictive_accuracy: 0.7419, prior_entropy: 2, ram_hours: 0, recall: 0.7419, relative_absolute_error: 0.7544, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4077, root_relative_squared_error: 0.9415, run_cpu_time: 0.02,

Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set mfeat-factors

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4444, f_measure: 0.0309, kb_relative_information_score: -45.7575, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0183, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1.0556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3808, root_relative_squared_error: 1.2693, run_cpu_time: 0.35,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.274, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 690, precision: 0.198, predictive_accuracy: 0.4449, prior_entropy: 1, ram_hours: 0, recall: 0.4449, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.0072,

Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set monks-problems-1_test

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0023, f_measure: 0.0023, kappa: -0.9954, kb_relative_information_score: -430, mean_absolute_error: 0.9977, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.0023, predictive_accuracy: 0.0023, prior_entropy: 1, recall: 0.0023, relative_absolute_error: 1.9954, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9988, root_relative_squared_error: 1.9977,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set monks-problems-2_test

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3333, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, ram_hours: 0, recall: 0.5, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.0033,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set tic-tac-toe

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1784, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 958, precision: 0.1201, predictive_accuracy: 0.3466, prior_entropy: 1, ram_hours: 0, recall: 0.3466, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, run_cpu_time: 0.02,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8665, kappa: 0.7046, kb_relative_information_score: 253.2235, mean_absolute_error: 0.0523, mean_prior_absolute_error: 0.32, number_of_instances: 294, precision: 0.8948, predictive_accuracy: 0.8742, prior_entropy: 2.3219, ram_hours: 0, recall: 0.8742, relative_absolute_error: 0.1635, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1998, root_relative_squared_error: 0.4995, run_cpu_time: 0.05,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.504, f_measure: 0.3889, kappa: 0.0079, kb_relative_information_score: 67.0962, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.375, number_of_instances: 148, precision: 0.3016, predictive_accuracy: 0.5473, prior_entropy: 2, recall: 0.5473, relative_absolute_error: 0.6036, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4758, root_relative_squared_error: 1.0987,

Joaquin Vanschoren 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set monks-problems-3_test

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.0093, f_measure: 0.0092, kappa: -0.9815, kb_relative_information_score: -424, mean_absolute_error: 0.9907, mean_prior_absolute_error: 0.5, number_of_instances: 432, precision: 0.0092, predictive_accuracy: 0.0093, prior_entropy: 1, recall: 0.0093, relative_absolute_error: 1.9815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9954, root_relative_squared_error: 1.9907, run_cpu_time: 0.03,

Joaquin Vanschoren 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set trains

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.3333, kb_relative_information_score: 2.2745, mean_absolute_error: 0.3728, mean_prior_absolute_error: 0.5, number_of_instances: 10, precision: 0.25, predictive_accuracy: 0.5, prior_entropy: 1, recall: 0.5, relative_absolute_error: 0.7456, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5389, root_relative_squared_error: 1.0778, run_cpu_time: 0.01,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set kr-vs-kp

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3906, f_measure: 0.5247, kappa: 0.1346, kb_relative_information_score: -302.3392, mean_absolute_error: 0.5473, mean_prior_absolute_error: 0.5, number_of_instances: 3196, precision: 0.619, predictive_accuracy: 0.5804, prior_entropy: 1, ram_hours: 0, recall: 0.5804, relative_absolute_error: 1.0946, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6648, root_relative_squared_error: 1.3295, run_cpu_time: 0.07,

Joaquin Vanschoren 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(pendigits)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0196, kb_relative_information_score: 63049.3933, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.0108, predictive_accuracy: 0.104, prior_entropy: 3.3219, ram_hours: 0.0105, recall: 0.104, relative_absolute_error: 0.9955, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4233, root_relative_squared_error: 1.411, run_cpu_time: 155.04,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4783, f_measure: 0.5856, kappa: -0.0596, kb_relative_information_score: 12, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.5, number_of_instances: 32, precision: 0.5101, predictive_accuracy: 0.6875, prior_entropy: 1, recall: 0.6875, relative_absolute_error: 0.625, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.559, root_relative_squared_error: 1.118,

Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set segment

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.885, f_measure: 0.643, kappa: 0.5278, kb_relative_information_score: 1233.4218, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.8497, predictive_accuracy: 0.5952, prior_entropy: 2.8074, recall: 0.5952, relative_absolute_error: 0.4713, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2471, root_relative_squared_error: 0.7062, run_cpu_time: 0.28,

Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set monks-problems-3_train

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3153, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 122, precision: 0.2339, predictive_accuracy: 0.4836, prior_entropy: 1, recall: 0.4836, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7556, f_measure: 0.7248, kappa: 0.3274, kb_relative_information_score: 425.7125, mean_absolute_error: 0.2936, mean_prior_absolute_error: 0.5, number_of_instances: 1000, precision: 0.7214, predictive_accuracy: 0.735, prior_entropy: 1, ram_hours: 0, recall: 0.735, relative_absolute_error: 0.5871, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4418, root_relative_squared_error: 0.8836, run_cpu_time: 0.01,

Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set liver-disorders

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2487, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 345, precision: 0.1766, predictive_accuracy: 0.4203, prior_entropy: 1, recall: 0.4203, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1,

Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set mfeat-zernike

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4444, f_measure: 0.0182, kb_relative_information_score: -45.7575, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1.0556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3808, root_relative_squared_error: 1.2693, run_cpu_time: 0.26,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7817, f_measure: 0.7236, kappa: 0.3753, kb_relative_information_score: 12142.0438, mean_absolute_error: 0.3627, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7343, predictive_accuracy: 0.741, prior_entropy: 1, ram_hours: 0, recall: 0.741, relative_absolute_error: 0.7254, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4208, root_relative_squared_error: 0.8417, run_cpu_time: 1.13,

Joaquin Vanschoren 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set vehicle

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4895, f_measure: 0.1547, kappa: -0.0203, kb_relative_information_score: 18.2293, mean_absolute_error: 0.3746, mean_prior_absolute_error: 0.375, number_of_instances: 846, precision: 0.1527, predictive_accuracy: 0.2376, prior_entropy: 2, recall: 0.2376, relative_absolute_error: 0.9989, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4353, root_relative_squared_error: 1.0052, run_cpu_time: 0.02,

Joaquin Vanschoren 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set autos

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7725, f_measure: 0.521, kappa: 0.3676, kb_relative_information_score: 100.2692, mean_absolute_error: 0.1473, mean_prior_absolute_error: 0.2449, number_of_instances: 205, precision: 0.5469, predictive_accuracy: 0.5073, prior_entropy: 2.8074, recall: 0.5073, relative_absolute_error: 0.6016, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.9443, run_cpu_time: 0.5,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1034, mean_absolute_error: 0.375, mean_prior_absolute_error: 0.375, number_of_instances: 106, precision: 0.0649, predictive_accuracy: 0.2547, prior_entropy: 2, recall: 0.2547, relative_absolute_error: 1, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.433, root_relative_squared_error: 1, run_cpu_time: 0.01,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9697, f_measure: 0.8708, kappa: 0.8566, kb_relative_information_score: 9556.8832, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.18, number_of_instances: 10992, precision: 0.874, predictive_accuracy: 0.871, prior_entropy: 3.3219, ram_hours: 0, recall: 0.871, relative_absolute_error: 0.1488, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.153, root_relative_squared_error: 0.51, run_cpu_time: 0.78,

Joaquin Vanschoren 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set autos

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7159, f_measure: 0.4553, kappa: 0.3022, kb_relative_information_score: 87.5598, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.2449, number_of_instances: 205, precision: 0.4856, predictive_accuracy: 0.4537, prior_entropy: 2.8074, recall: 0.4537, relative_absolute_error: 0.6582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3555, root_relative_squared_error: 1.0158, run_cpu_time: 0.02,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5302, f_measure: 0.9925, kappa: -0.0014, kb_relative_information_score: 64.312, mean_absolute_error: 0.4177, mean_prior_absolute_error: 0.4444, number_of_instances: 1066, precision: 0.9906, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.9399, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.97, run_cpu_time: 0.01,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, f_measure: 0.4723, kappa: 0.183, kb_relative_information_score: 47.9813, mean_absolute_error: 0.2858, mean_prior_absolute_error: 0.375, number_of_instances: 132, precision: 0.5102, predictive_accuracy: 0.4848, prior_entropy: 2, recall: 0.4848, relative_absolute_error: 0.762, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3914, root_relative_squared_error: 0.904,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4535, f_measure: 0.6215, kappa: -0.0065, kb_relative_information_score: 85.0631, mean_absolute_error: 0.3798, mean_prior_absolute_error: 0.5, number_of_instances: 306, precision: 0.54, predictive_accuracy: 0.732, prior_entropy: 1, recall: 0.732, relative_absolute_error: 0.7596, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.8959,

Joaquin Vanschoren 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set mfeat-factors

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5553, f_measure: 0.1197, kappa: 0.1106, kb_relative_information_score: 325.7423, mean_absolute_error: 0.1601, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.1106, predictive_accuracy: 0.1995, prior_entropy: 3.3219, recall: 0.1995, relative_absolute_error: 0.8894, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4001, root_relative_squared_error: 1.3338, run_cpu_time: 0.21,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3973, kb_relative_information_score: 111892, mean_absolute_error: 0.4441, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.3091, predictive_accuracy: 0.5559, prior_entropy: 1, ram_hours: 0, recall: 0.5559, relative_absolute_error: 0.8881, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6664, root_relative_squared_error: 1.3327, run_cpu_time: 6.97,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.8951, kappa: 0.7683, kb_relative_information_score: 1298.0345, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.375, number_of_instances: 1728, precision: 0.8961, predictive_accuracy: 0.8999, prior_entropy: 2, ram_hours: 0, recall: 0.8999, relative_absolute_error: 0.3466, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.5134, run_cpu_time: 0.08,

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

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: -16.2396, mean_absolute_error: 0.2857, mean_prior_absolute_error: 0.2449, number_of_instances: 205, prior_entropy: 2.8074, relative_absolute_error: 1.1667, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.5345, root_relative_squared_error: 1.5275,

Joaquin Vanschoren 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set diabetes

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5134, kb_relative_information_score: 232, mean_absolute_error: 0.349, mean_prior_absolute_error: 0.5, number_of_instances: 768, precision: 0.4239, predictive_accuracy: 0.651, prior_entropy: 1, recall: 0.651, relative_absolute_error: 0.6979, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5907, root_relative_squared_error: 1.1815, run_cpu_time: 0.03,

Joaquin Vanschoren 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set autos

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, number_of_instances: 205, prior_entropy: 2.8074, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3499, root_relative_squared_error: 1, run_cpu_time: 0.01,

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