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Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5143, f_measure: 0.2546, kappa: 0.046, kb_relative_information_score: 234985.3959, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5268, predictive_accuracy: 0.1736, prior_entropy: 3.3219, ram_hours: 0, recall: 0.1736, relative_absolute_error: 0.9259, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3938, root_relative_squared_error: 1.3128, run_cpu_time: 134.56,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.8827, kappa: 0.8042, kb_relative_information_score: 1272903.8381, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8833, predictive_accuracy: 0.8848, prior_entropy: 3.3219, ram_hours: 0.001, recall: 0.8848, relative_absolute_error: 0.223, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.131, root_relative_squared_error: 0.4366, run_cpu_time: 797.79,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9212, f_measure: 0.7854, kappa: 0.6382, kb_relative_information_score: 1191562.4879, mean_absolute_error: 0.0524, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7883, predictive_accuracy: 0.789, prior_entropy: 3.3219, ram_hours: 0.0081, recall: 0.789, relative_absolute_error: 0.2911, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1666, root_relative_squared_error: 0.5553, run_cpu_time: 30679.99,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.7904, kappa: 0.6492, kb_relative_information_score: 1161424.012, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7902, predictive_accuracy: 0.7934, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.7934, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5883, run_cpu_time: 69.2,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7109, f_measure: 0.6433, kappa: 0.4221, kb_relative_information_score: 969423.4542, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6101, predictive_accuracy: 0.6806, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6806, relative_absolute_error: 0.3548, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.8424, run_cpu_time: 31.56,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5823, f_measure: 0.3408, kappa: 0.124, kb_relative_information_score: 334906.7076, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.654, predictive_accuracy: 0.2424, prior_entropy: 3.3219, ram_hours: 0, recall: 0.2424, relative_absolute_error: 0.8571, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3767, root_relative_squared_error: 1.2556, run_cpu_time: 93.04,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9155, f_measure: 0.7805, kappa: 0.6298, kb_relative_information_score: 1184460.91, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7835, predictive_accuracy: 0.7841, prior_entropy: 3.3219, ram_hours: 0.0003, recall: 0.7841, relative_absolute_error: 0.2947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.5647, run_cpu_time: 1592.41,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5737, f_measure: 0.2808, kappa: 0.0046, kb_relative_information_score: 825505.5657, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.2209, predictive_accuracy: 0.4497, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4497, relative_absolute_error: 0.6632, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.814, run_cpu_time: 40.92,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.567, f_measure: 0.3347, kappa: 0.087, kb_relative_information_score: 294668.0469, mean_absolute_error: 0.1525, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.587, predictive_accuracy: 0.2375, prior_entropy: 3.3219, ram_hours: 0, recall: 0.2375, relative_absolute_error: 0.8474, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3905, root_relative_squared_error: 1.3015, run_cpu_time: 29.65,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.2739, kb_relative_information_score: 610267.2, mean_absolute_error: 0.1111, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.1979, predictive_accuracy: 0.4448, prior_entropy: 3.3219, ram_hours: 0.0206, recall: 0.4448, relative_absolute_error: 0.617, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3332, root_relative_squared_error: 1.1105, run_cpu_time: 151.5,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.7904, kappa: 0.6492, kb_relative_information_score: 1161424.012, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7902, predictive_accuracy: 0.7934, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.7934, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5883, run_cpu_time: 76.55,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5366, f_measure: 0.4285, kappa: 0.0943, kb_relative_information_score: 689933.9005, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.4821, predictive_accuracy: 0.4876, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4876, relative_absolute_error: 0.7689, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.8948, run_cpu_time: 39.09,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.827, kappa: 0.711, kb_relative_information_score: 1191670.9402, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8273, predictive_accuracy: 0.8311, prior_entropy: 3.3219, ram_hours: 0.0056, recall: 0.8311, relative_absolute_error: 0.3138, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1581, root_relative_squared_error: 0.5271, run_cpu_time: 465.88,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7461, f_measure: 0.5903, kappa: 0.3008, kb_relative_information_score: 955621.5513, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5956, predictive_accuracy: 0.6008, prior_entropy: 3.3219, ram_hours: 0, recall: 0.6008, relative_absolute_error: 0.5277, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.7453, run_cpu_time: 45.08,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9298, kappa: 0.8827, kb_relative_information_score: 1291773.7668, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.93, predictive_accuracy: 0.9307, prior_entropy: 3.3219, ram_hours: 0.5111, recall: 0.9307, relative_absolute_error: 0.2103, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.3922, run_cpu_time: 8398.35,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9717, f_measure: 0.892, kappa: 0.8189, kb_relative_information_score: 1164609.4752, mean_absolute_error: 0.0692, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8922, predictive_accuracy: 0.8932, prior_entropy: 3.3219, ram_hours: 0.0082, recall: 0.8932, relative_absolute_error: 0.3844, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.5374, run_cpu_time: 575.92,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7313, f_measure: 0.6667, kappa: 0.4634, kb_relative_information_score: 1004464.6961, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6457, predictive_accuracy: 0.7037, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7037, relative_absolute_error: 0.3293, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2434, root_relative_squared_error: 0.8115, run_cpu_time: 26.79,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.8272, kappa: 0.7103, kb_relative_information_score: 1192512.8081, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8272, predictive_accuracy: 0.8272, prior_entropy: 3.3219, ram_hours: 0, recall: 0.8272, relative_absolute_error: 0.192, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.6197, run_cpu_time: 27.7,
Jan van Rijn 10 years ago
ran flow moa.AMRules(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2739, kb_relative_information_score: 610457.7837, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.1979, predictive_accuracy: 0.4448, prior_entropy: 3.3219, ram_hours: 0.0004, recall: 0.4448, relative_absolute_error: 0.6169, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3332, root_relative_squared_error: 1.1107, run_cpu_time: 171.38,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5555, f_measure: 0.3264, kappa: 0.0843, kb_relative_information_score: 348813.7827, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5892, predictive_accuracy: 0.2299, prior_entropy: 3.3219, ram_hours: 0, recall: 0.2299, relative_absolute_error: 0.8365, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3571, root_relative_squared_error: 1.1904, run_cpu_time: 29.8,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2739, kb_relative_information_score: 610457.7837, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.1979, predictive_accuracy: 0.4448, prior_entropy: 3.3219, ram_hours: 0.0005, recall: 0.4448, relative_absolute_error: 0.6169, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3332, root_relative_squared_error: 1.1107, run_cpu_time: 67.76,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.7338, kappa: 0.5549, kb_relative_information_score: 1095986.2258, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7346, predictive_accuracy: 0.7354, prior_entropy: 3.3219, recall: 0.7354, relative_absolute_error: 0.3545, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6583, run_cpu_time: 76.4449,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.7816, kappa: 0.6338, kb_relative_information_score: 1160924.3002, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7822, predictive_accuracy: 0.784, prior_entropy: 3.3219, ram_hours: 0.0001, recall: 0.784, relative_absolute_error: 0.3253, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.5794, run_cpu_time: 758.06,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5462, f_measure: 0.4224, kappa: 0.0889, kb_relative_information_score: 681343.6152, mean_absolute_error: 0.1025, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.4877, predictive_accuracy: 0.4915, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4915, relative_absolute_error: 0.5695, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3106, root_relative_squared_error: 1.0355, run_cpu_time: 32.26,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7467, f_measure: 0.593, kappa: 0.3121, kb_relative_information_score: 948796.8699, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.595, predictive_accuracy: 0.6079, prior_entropy: 3.3219, ram_hours: 0.0006, recall: 0.6079, relative_absolute_error: 0.5404, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.746, run_cpu_time: 146.44,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2739, kb_relative_information_score: 610457.7837, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.1979, predictive_accuracy: 0.4448, prior_entropy: 3.3219, ram_hours: 0, recall: 0.4448, relative_absolute_error: 0.6169, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3332, root_relative_squared_error: 1.1107, run_cpu_time: 33.94,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.7338, kappa: 0.5549, kb_relative_information_score: 1095986.2258, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7346, predictive_accuracy: 0.7354, prior_entropy: 3.3219, ram_hours: 0, recall: 0.7354, relative_absolute_error: 0.3545, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6583, run_cpu_time: 115.1,
Jan van Rijn 10 years ago
ran flow moa.RandomRules_AMRules(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2739, kb_relative_information_score: 610457.7837, mean_absolute_error: 0.111, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.1979, predictive_accuracy: 0.4448, prior_entropy: 3.3219, ram_hours: 0.0312, recall: 0.4448, relative_absolute_error: 0.6169, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3332, root_relative_squared_error: 1.1107, run_cpu_time: 1688.45,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.791, kappa: 0.6494, kb_relative_information_score: 1178242.9191, mean_absolute_error: 0.0505, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7951, predictive_accuracy: 0.7969, prior_entropy: 3.3219, recall: 0.7969, relative_absolute_error: 0.2807, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.5931,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8777, f_measure: 0.7733, kappa: 0.6201, kb_relative_information_score: 1069684.3438, mean_absolute_error: 0.0745, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7809, predictive_accuracy: 0.7812, prior_entropy: 3.3219, recall: 0.7812, relative_absolute_error: 0.4142, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.6388,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.88, f_measure: 0.7855, kappa: 0.64, kb_relative_information_score: 1183199.7308, mean_absolute_error: 0.0483, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7926, predictive_accuracy: 0.7925, prior_entropy: 3.3219, recall: 0.7925, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1798, root_relative_squared_error: 0.5994,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8445, f_measure: 0.8139, kappa: 0.6889, kb_relative_information_score: 1177380.6972, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.814, predictive_accuracy: 0.8173, prior_entropy: 3.3219, recall: 0.8173, relative_absolute_error: 0.203, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.6372,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8446, f_measure: 0.8141, kappa: 0.6892, kb_relative_information_score: 1177674.5551, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8142, predictive_accuracy: 0.8175, prior_entropy: 3.3219, recall: 0.8175, relative_absolute_error: 0.2028, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.6369,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8441, f_measure: 0.8133, kappa: 0.6879, kb_relative_information_score: 1176417.5546, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8134, predictive_accuracy: 0.8166, prior_entropy: 3.3219, recall: 0.8166, relative_absolute_error: 0.2037, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.6383,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8441, f_measure: 0.8133, kappa: 0.6879, kb_relative_information_score: 1176418.6003, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8134, predictive_accuracy: 0.8166, prior_entropy: 3.3219, recall: 0.8166, relative_absolute_error: 0.2037, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.6383,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.8389, kappa: 0.7305, kb_relative_information_score: 1214802.0833, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8404, predictive_accuracy: 0.8419, prior_entropy: 3.3219, recall: 0.8419, relative_absolute_error: 0.1757, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.5928,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8447, f_measure: 0.8141, kappa: 0.6893, kb_relative_information_score: 1177735.209, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8142, predictive_accuracy: 0.8175, prior_entropy: 3.3219, recall: 0.8175, relative_absolute_error: 0.2028, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.6368,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8772, f_measure: 0.7739, kappa: 0.621, kb_relative_information_score: 941997.6836, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7812, predictive_accuracy: 0.7812, prior_entropy: 3.3219, recall: 0.7812, relative_absolute_error: 0.5521, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.6951,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7109, f_measure: 0.6433, kappa: 0.4221, kb_relative_information_score: 969423.4542, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6101, predictive_accuracy: 0.6806, prior_entropy: 3.3219, recall: 0.6806, relative_absolute_error: 0.3548, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.8424,
Joaquin Vanschoren 8 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7416, f_measure: 0.6204, kappa: 0.3767, kb_relative_information_score: 996535.5256, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5911, predictive_accuracy: 0.6556, prior_entropy: 3.3219, recall: 0.6556, relative_absolute_error: 0.4725, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.7506,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8937, f_measure: 0.8737, kappa: 0.7896, kb_relative_information_score: 1267829.3083, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8756, predictive_accuracy: 0.8767, prior_entropy: 3.3219, recall: 0.8767, relative_absolute_error: 0.137, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.157, root_relative_squared_error: 0.5235,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8906, f_measure: 0.8427, kappa: 0.7369, kb_relative_information_score: 1212286.3851, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8442, predictive_accuracy: 0.8457, prior_entropy: 3.3219, recall: 0.8457, relative_absolute_error: 0.2246, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.173, root_relative_squared_error: 0.5767,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8922, f_measure: 0.7907, kappa: 0.6484, kb_relative_information_score: 1192827.3688, mean_absolute_error: 0.0467, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7954, predictive_accuracy: 0.7964, prior_entropy: 3.3219, recall: 0.7964, relative_absolute_error: 0.2592, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1761, root_relative_squared_error: 0.587,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8656, f_measure: 0.8416, kappa: 0.735, kb_relative_information_score: 1219084.4602, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8433, predictive_accuracy: 0.8447, prior_entropy: 3.3219, recall: 0.8447, relative_absolute_error: 0.1726, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.5875,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8647, f_measure: 0.8398, kappa: 0.7322, kb_relative_information_score: 1216123.9207, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8412, predictive_accuracy: 0.8427, prior_entropy: 3.3219, recall: 0.8427, relative_absolute_error: 0.1748, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.5912,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8595, f_measure: 0.8342, kappa: 0.7226, kb_relative_information_score: 1208621.6565, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8371, predictive_accuracy: 0.8378, prior_entropy: 3.3219, recall: 0.8378, relative_absolute_error: 0.1802, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.6004,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8595, f_measure: 0.8342, kappa: 0.7226, kb_relative_information_score: 1208621.6565, mean_absolute_error: 0.0324, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8371, predictive_accuracy: 0.8378, prior_entropy: 3.3219, recall: 0.8378, relative_absolute_error: 0.1802, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.6004,
Joaquin Vanschoren 8 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.715, f_measure: 0.6677, kappa: 0.4653, kb_relative_information_score: 1007643.6403, mean_absolute_error: 0.0592, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6465, predictive_accuracy: 0.7047, prior_entropy: 3.3219, recall: 0.7047, relative_absolute_error: 0.329, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.242, root_relative_squared_error: 0.8067,
Joaquin Vanschoren 8 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.8272, kappa: 0.7103, kb_relative_information_score: 1192512.8081, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8272, predictive_accuracy: 0.8272, prior_entropy: 3.3219, recall: 0.8272, relative_absolute_error: 0.192, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.6197,
Jan van Rijn 8 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7461, f_measure: 0.5903, kappa: 0.3008, kb_relative_information_score: 955621.5513, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.5956, predictive_accuracy: 0.6008, prior_entropy: 3.3219, recall: 0.6008, relative_absolute_error: 0.5277, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.7453,
Joaquin Vanschoren 8 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.7904, kappa: 0.6492, kb_relative_information_score: 1161424.012, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7902, predictive_accuracy: 0.7934, prior_entropy: 3.3219, recall: 0.7934, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5883,
Joaquin Vanschoren 8 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5737, f_measure: 0.2808, kappa: 0.0046, kb_relative_information_score: 825505.5657, mean_absolute_error: 0.1194, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.2209, predictive_accuracy: 0.4497, prior_entropy: 3.3219, recall: 0.4497, relative_absolute_error: 0.6632, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.814,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8677, f_measure: 0.8437, kappa: 0.7386, kb_relative_information_score: 1222033.4963, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8451, predictive_accuracy: 0.8466, prior_entropy: 3.3219, recall: 0.8466, relative_absolute_error: 0.1704, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.5839,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.871, kappa: 0.785, kb_relative_information_score: 1263682.8799, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8728, predictive_accuracy: 0.874, prior_entropy: 3.3219, recall: 0.874, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.5292,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8648, f_measure: 0.84, kappa: 0.7324, kb_relative_information_score: 1216299.608, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8413, predictive_accuracy: 0.8428, prior_entropy: 3.3219, recall: 0.8428, relative_absolute_error: 0.1746, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.591,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8667, f_measure: 0.8427, kappa: 0.7369, kb_relative_information_score: 1220671.9201, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8442, predictive_accuracy: 0.8457, prior_entropy: 3.3219, recall: 0.8457, relative_absolute_error: 0.1714, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.5856,
Jan van Rijn 8 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.7904, kappa: 0.6492, kb_relative_information_score: 1161424.012, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7902, predictive_accuracy: 0.7934, prior_entropy: 3.3219, recall: 0.7934, relative_absolute_error: 0.2954, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5883,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8654, f_measure: 0.8412, kappa: 0.7343, kb_relative_information_score: 1218321.0572, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8427, predictive_accuracy: 0.8442, prior_entropy: 3.3219, recall: 0.8442, relative_absolute_error: 0.1732, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.5885,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.8389, kappa: 0.7305, kb_relative_information_score: 1214802.0833, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8404, predictive_accuracy: 0.8419, prior_entropy: 3.3219, recall: 0.8419, relative_absolute_error: 0.1757, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.5928,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8424, kappa: 0.7363, kb_relative_information_score: 1220160.5446, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8439, predictive_accuracy: 0.8454, prior_entropy: 3.3219, recall: 0.8454, relative_absolute_error: 0.1718, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1759, root_relative_squared_error: 0.5862,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8424, kappa: 0.7363, kb_relative_information_score: 1220160.5446, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8439, predictive_accuracy: 0.8454, prior_entropy: 3.3219, recall: 0.8454, relative_absolute_error: 0.1718, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1759, root_relative_squared_error: 0.5862,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8815, f_measure: 0.7765, kappa: 0.6301, kb_relative_information_score: 1206766.8187, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7962, predictive_accuracy: 0.7872, prior_entropy: 3.3219, recall: 0.7872, relative_absolute_error: 0.2298, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1755, root_relative_squared_error: 0.585,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8852, f_measure: 0.791, kappa: 0.6495, kb_relative_information_score: 1176953.8539, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.7952, predictive_accuracy: 0.797, prior_entropy: 3.3219, recall: 0.797, relative_absolute_error: 0.2825, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1779, root_relative_squared_error: 0.5931,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.8416, kappa: 0.7351, kb_relative_information_score: 1219117.9244, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8433, predictive_accuracy: 0.8447, prior_entropy: 3.3219, recall: 0.8447, relative_absolute_error: 0.1726, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1762, root_relative_squared_error: 0.5875,
Jan van Rijn 8 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7467, f_measure: 0.593, kappa: 0.3121, kb_relative_information_score: 948796.8699, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.595, predictive_accuracy: 0.6079, prior_entropy: 3.3219, recall: 0.6079, relative_absolute_error: 0.5404, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2238, root_relative_squared_error: 0.746,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, f_measure: 0.8399, kappa: 0.732, kb_relative_information_score: 1216113.4632, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8413, predictive_accuracy: 0.8427, prior_entropy: 3.3219, recall: 0.8427, relative_absolute_error: 0.1748, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1774, root_relative_squared_error: 0.5912,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.833, kappa: 0.7213, kb_relative_information_score: 1197936.258, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8334, predictive_accuracy: 0.8371, prior_entropy: 3.3219, recall: 0.8371, relative_absolute_error: 0.3102, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1554, root_relative_squared_error: 0.5179,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.8366, kappa: 0.7274, kb_relative_information_score: 1199450.8443, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8371, predictive_accuracy: 0.8407, prior_entropy: 3.3219, recall: 0.8407, relative_absolute_error: 0.3103, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.5145,
Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.8313, kappa: 0.7182, kb_relative_information_score: 1193979.8736, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8316, predictive_accuracy: 0.8352, prior_entropy: 3.3219, recall: 0.8352, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.5223,
Joaquin Vanschoren 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.937, f_measure: 0.8133, kappa: 0.6886, kb_relative_information_score: 1161269.1295, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8187, predictive_accuracy: 0.82, prior_entropy: 3.3219, recall: 0.82, relative_absolute_error: 0.3517, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1643, root_relative_squared_error: 0.5476,
Joaquin Vanschoren 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9347, f_measure: 0.8098, kappa: 0.6826, kb_relative_information_score: 1153550.9039, mean_absolute_error: 0.065, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8152, predictive_accuracy: 0.8166, prior_entropy: 3.3219, recall: 0.8166, relative_absolute_error: 0.3612, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.5546,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.8473, kappa: 0.7446, kb_relative_information_score: 1228060.1967, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8491, predictive_accuracy: 0.8506, prior_entropy: 3.3219, recall: 0.8506, relative_absolute_error: 0.166, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.5763,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9494, f_measure: 0.833, kappa: 0.7213, kb_relative_information_score: 1197936.3751, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8334, predictive_accuracy: 0.8371, prior_entropy: 3.3219, recall: 0.8371, relative_absolute_error: 0.3102, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1554, root_relative_squared_error: 0.5179,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.8363, kappa: 0.727, kb_relative_information_score: 1200768.4467, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8369, predictive_accuracy: 0.8405, prior_entropy: 3.3219, recall: 0.8405, relative_absolute_error: 0.3091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1539, root_relative_squared_error: 0.5129,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.8473, kappa: 0.7446, kb_relative_information_score: 1228060.1967, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8491, predictive_accuracy: 0.8506, prior_entropy: 3.3219, recall: 0.8506, relative_absolute_error: 0.166, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.5763,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.8393, kappa: 0.7309, kb_relative_information_score: 1215804.9647, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.841, predictive_accuracy: 0.8425, prior_entropy: 3.3219, recall: 0.8425, relative_absolute_error: 0.175, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.5916,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.8393, kappa: 0.7309, kb_relative_information_score: 1215804.9647, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.841, predictive_accuracy: 0.8425, prior_entropy: 3.3219, recall: 0.8425, relative_absolute_error: 0.175, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1775, root_relative_squared_error: 0.5916,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8661, f_measure: 0.8421, kappa: 0.7357, kb_relative_information_score: 1219701.4571, mean_absolute_error: 0.031, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8435, predictive_accuracy: 0.8451, prior_entropy: 3.3219, recall: 0.8451, relative_absolute_error: 0.1721, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.176, root_relative_squared_error: 0.5868,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8646, f_measure: 0.8403, kappa: 0.7327, kb_relative_information_score: 1216896.7355, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8416, predictive_accuracy: 0.8432, prior_entropy: 3.3219, recall: 0.8432, relative_absolute_error: 0.1742, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.5902,
Joaquin Vanschoren 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9204, kappa: 0.8679, kb_relative_information_score: 1303079.9787, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.921, predictive_accuracy: 0.9222, prior_entropy: 3.3219, recall: 0.9222, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.3817,
Jan van Rijn 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.8983, kappa: 0.8307, kb_relative_information_score: 1284142.8993, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8989, predictive_accuracy: 0.9004, prior_entropy: 3.3219, recall: 0.9004, relative_absolute_error: 0.2145, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.416,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8621, f_measure: 0.8371, kappa: 0.7274, kb_relative_information_score: 1212152.1338, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8384, predictive_accuracy: 0.8401, prior_entropy: 3.3219, recall: 0.8401, relative_absolute_error: 0.1777, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.5961,
Joaquin Vanschoren 8 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9204, kappa: 0.8679, kb_relative_information_score: 1303079.9787, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.921, predictive_accuracy: 0.9222, prior_entropy: 3.3219, recall: 0.9222, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.3817,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8621, f_measure: 0.8371, kappa: 0.7274, kb_relative_information_score: 1212152.1338, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8384, predictive_accuracy: 0.8401, prior_entropy: 3.3219, recall: 0.8401, relative_absolute_error: 0.1777, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1788, root_relative_squared_error: 0.5961,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.8313, kappa: 0.7182, kb_relative_information_score: 1193982.4986, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8316, predictive_accuracy: 0.8352, prior_entropy: 3.3219, recall: 0.8352, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.5223,
Jan van Rijn 8 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.944, f_measure: 0.8425, kappa: 0.7364, kb_relative_information_score: 1239741.6392, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8439, predictive_accuracy: 0.8455, prior_entropy: 3.3219, recall: 0.8455, relative_absolute_error: 0.2307, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.4998,
Jan van Rijn 8 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9461, f_measure: 0.8319, kappa: 0.72, kb_relative_information_score: 1185445.0309, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8368, predictive_accuracy: 0.8376, prior_entropy: 3.3219, recall: 0.8376, relative_absolute_error: 0.3238, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.5222,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.8313, kappa: 0.7182, kb_relative_information_score: 1193979.8736, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8316, predictive_accuracy: 0.8352, prior_entropy: 3.3219, recall: 0.8352, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.5223,
Joaquin Vanschoren 8 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.8455, kappa: 0.7418, kb_relative_information_score: 1240586.6614, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8471, predictive_accuracy: 0.8488, prior_entropy: 3.3219, recall: 0.8488, relative_absolute_error: 0.2258, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1503, root_relative_squared_error: 0.5011,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, f_measure: 0.8313, kappa: 0.7182, kb_relative_information_score: 1193979.8736, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8316, predictive_accuracy: 0.8352, prior_entropy: 3.3219, recall: 0.8352, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.5223,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8667, f_measure: 0.8427, kappa: 0.7369, kb_relative_information_score: 1220671.9201, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8442, predictive_accuracy: 0.8457, prior_entropy: 3.3219, recall: 0.8457, relative_absolute_error: 0.1714, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.5856,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.868, f_measure: 0.8447, kappa: 0.7402, kb_relative_information_score: 1224187.7567, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8465, predictive_accuracy: 0.848, prior_entropy: 3.3219, recall: 0.848, relative_absolute_error: 0.1689, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1743, root_relative_squared_error: 0.5812,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8731, f_measure: 0.8508, kappa: 0.7506, kb_relative_information_score: 1233558.7896, mean_absolute_error: 0.0292, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8528, predictive_accuracy: 0.8542, prior_entropy: 3.3219, recall: 0.8542, relative_absolute_error: 0.162, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1708, root_relative_squared_error: 0.5693,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8425, kappa: 0.7364, kb_relative_information_score: 1220326.8201, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8439, predictive_accuracy: 0.8455, prior_entropy: 3.3219, recall: 0.8455, relative_absolute_error: 0.1717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.586,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8665, f_measure: 0.8431, kappa: 0.7375, kb_relative_information_score: 1222010.4897, mean_absolute_error: 0.0307, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8451, predictive_accuracy: 0.8466, prior_entropy: 3.3219, recall: 0.8466, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1752, root_relative_squared_error: 0.5839,
Jan van Rijn 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8425, kappa: 0.7364, kb_relative_information_score: 1220326.8201, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8439, predictive_accuracy: 0.8455, prior_entropy: 3.3219, recall: 0.8455, relative_absolute_error: 0.1717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.586,
Joaquin Vanschoren 8 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8425, kappa: 0.7364, kb_relative_information_score: 1220326.8201, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8439, predictive_accuracy: 0.8455, prior_entropy: 3.3219, recall: 0.8455, relative_absolute_error: 0.1717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.586,
Jan van Rijn 8 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8595, f_measure: 0.8345, kappa: 0.723, kb_relative_information_score: 1208522.3095, mean_absolute_error: 0.0325, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8361, predictive_accuracy: 0.8377, prior_entropy: 3.3219, recall: 0.8377, relative_absolute_error: 0.1803, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1802, root_relative_squared_error: 0.6005,
Jan van Rijn 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9513, f_measure: 0.8366, kappa: 0.7274, kb_relative_information_score: 1199450.8443, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8371, predictive_accuracy: 0.8407, prior_entropy: 3.3219, recall: 0.8407, relative_absolute_error: 0.3103, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.5145,
Joaquin Vanschoren 8 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.8363, kappa: 0.727, kb_relative_information_score: 1200768.4467, mean_absolute_error: 0.0556, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.8369, predictive_accuracy: 0.8405, prior_entropy: 3.3219, recall: 0.8405, relative_absolute_error: 0.3091, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1539, root_relative_squared_error: 0.5129,