OpenML

Jan van Rijn 11 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5042, f_measure: 0.0162, kappa: 0.0085, kb_relative_information_score: 35062.3226, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0374, predictive_accuracy: 0.0465, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0465, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2708, root_relative_squared_error: 1.4083, run_cpu_time: 4.9501,

Jan van Rijn 11 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.0049, kappa: -0, kb_relative_information_score: 3697.2466, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0104, predictive_accuracy: 0.0407, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0407, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1, run_cpu_time: 31.16,

Jan van Rijn 11 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5993, f_measure: 0.3296, kappa: 0.2413, kb_relative_information_score: 282748.0801, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5228, predictive_accuracy: 0.2708, prior_entropy: 4.7004, ram_hours: 0.0386, recall: 0.2708, relative_absolute_error: 0.8024, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2252, root_relative_squared_error: 1.1709, run_cpu_time: 876.7391,

Jan van Rijn 11 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.5189, kappa: 0.5009, kb_relative_information_score: 562491.9639, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5208, predictive_accuracy: 0.5201, prior_entropy: 4.7004, ram_hours: 0.0001, recall: 0.5201, relative_absolute_error: 0.5845, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.8172, run_cpu_time: 352.43,

Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.4029, kappa: 0.383, kb_relative_information_score: 164098.939, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4275, predictive_accuracy: 0.4068, prior_entropy: 4.7004, ram_hours: 0, recall: 0.4068, relative_absolute_error: 0.9715, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.9781, run_cpu_time: 66.76,

Jan van Rijn 11 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.5146, kappa: 0.4966, kb_relative_information_score: 557947.7487, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5165, predictive_accuracy: 0.516, prior_entropy: 4.7004, ram_hours: 0, recall: 0.516, relative_absolute_error: 0.5943, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.8184, run_cpu_time: 150,

Jan van Rijn 11 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(letter)

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

Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(letter)

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

Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(letter)

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

Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(letter)

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

Jan van Rijn 11 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(letter)

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

Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7628, f_measure: 0.3189, kappa: 0.2933, kb_relative_information_score: 361711.3385, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3582, predictive_accuracy: 0.3206, prior_entropy: 4.7004, ram_hours: 0, recall: 0.3206, relative_absolute_error: 0.8029, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.9501, run_cpu_time: 15.5192,

Jan van Rijn 11 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.0386, kappa: 0.0001, kb_relative_information_score: 27038.8859, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0386, predictive_accuracy: 0.0386, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0386, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4141, run_cpu_time: 8.0693,

Jan van Rijn 11 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.4277, kappa: 0.4165, kb_relative_information_score: 486223.8029, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4362, predictive_accuracy: 0.439, prior_entropy: 4.7004, ram_hours: 0, recall: 0.439, relative_absolute_error: 0.6961, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.8667, run_cpu_time: 63.921,

Jan van Rijn 11 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8168, f_measure: 0.2394, kappa: 0.2224, kb_relative_information_score: 296302.2353, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.2499, predictive_accuracy: 0.2524, prior_entropy: 4.7004, ram_hours: 0, recall: 0.2524, relative_absolute_error: 0.8846, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.945, run_cpu_time: 37.9202,

Jan van Rijn 11 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.003, kb_relative_information_score: 27610.6873, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0015, predictive_accuracy: 0.0392, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0392, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4137, run_cpu_time: 5.5217,

Jan van Rijn 11 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, f_measure: 0.5117, kappa: 0.4968, kb_relative_information_score: 540659.8602, mean_absolute_error: 0.0486, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5147, predictive_accuracy: 0.5162, prior_entropy: 4.7004, ram_hours: 0.0004, recall: 0.5162, relative_absolute_error: 0.6571, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1557, root_relative_squared_error: 0.8099, run_cpu_time: 777.4165,

Jan van Rijn 11 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6153, f_measure: 0.3641, kappa: 0.2767, kb_relative_information_score: 312909.1175, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5378, predictive_accuracy: 0.3048, prior_entropy: 4.7004, ram_hours: 0.0008, recall: 0.3048, relative_absolute_error: 0.7896, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2181, root_relative_squared_error: 1.1343, run_cpu_time: 657.1776,

Jan van Rijn 11 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8358, f_measure: 0.3568, kappa: 0.3336, kb_relative_information_score: 409308.8229, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3573, predictive_accuracy: 0.3593, prior_entropy: 4.7004, ram_hours: 0.0002, recall: 0.3593, relative_absolute_error: 0.7681, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1771, root_relative_squared_error: 0.9208, run_cpu_time: 1646.77,

Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.3852, kappa: 0.3625, kb_relative_information_score: 442071.1997, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3973, predictive_accuracy: 0.387, prior_entropy: 4.7004, ram_hours: 0, recall: 0.387, relative_absolute_error: 0.7109, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1763, root_relative_squared_error: 0.917, run_cpu_time: 105.9625,

Jan van Rijn 11 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.5146, kappa: 0.4966, kb_relative_information_score: 557947.7487, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5165, predictive_accuracy: 0.516, prior_entropy: 4.7004, ram_hours: 0, recall: 0.516, relative_absolute_error: 0.5943, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.8184, run_cpu_time: 151.48,

Jan van Rijn 11 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9289, f_measure: 0.5451, kappa: 0.5297, kb_relative_information_score: 574668.763, mean_absolute_error: 0.0449, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5466, predictive_accuracy: 0.5478, prior_entropy: 4.7004, ram_hours: 0.0009, recall: 0.5478, relative_absolute_error: 0.6064, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1505, root_relative_squared_error: 0.7827, run_cpu_time: 775.72,

Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6816, f_measure: 0.3404, kappa: 0.3154, kb_relative_information_score: 353979.3135, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3518, predictive_accuracy: 0.3418, prior_entropy: 4.7004, ram_hours: 0, recall: 0.3418, relative_absolute_error: 0.7062, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2061, root_relative_squared_error: 1.0719, run_cpu_time: 11.4079,

Jan van Rijn 11 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.005, kappa: 0.0008, kb_relative_information_score: 27628.904, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0043, predictive_accuracy: 0.0392, prior_entropy: 4.7004, ram_hours: 0, recall: 0.0392, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4137, run_cpu_time: 6.3653,

Jan van Rijn 11 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.3563, kappa: 0.3276, kb_relative_information_score: 413521.9853, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3864, predictive_accuracy: 0.3535, prior_entropy: 4.7004, ram_hours: 0, recall: 0.3535, relative_absolute_error: 0.8112, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.9138, run_cpu_time: 210.4546,

Jan van Rijn 11 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.003, kb_relative_information_score: 27584.2678, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0015, predictive_accuracy: 0.0392, prior_entropy: 4.7004, ram_hours: 0.0014, recall: 0.0392, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2718, root_relative_squared_error: 1.4133, run_cpu_time: 50.0676,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.4997, kappa: 0.4836, kb_relative_information_score: 537116.883, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5037, predictive_accuracy: 0.5035, prior_entropy: 4.7004, recall: 0.5035, relative_absolute_error: 0.5902, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1696, root_relative_squared_error: 0.8818,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7973, f_measure: 0.462, kappa: 0.4215, kb_relative_information_score: 494035.0769, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5345, predictive_accuracy: 0.4438, prior_entropy: 4.7004, recall: 0.4438, relative_absolute_error: 0.6878, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1719, root_relative_squared_error: 0.8937,

Jan van Rijn 9 years ago
ran flow moa.RuleClassifier(2) on task Supervised Data Stream Classification on data set BNG(letter)

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

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7802, f_measure: 0.4639, kappa: 0.4499, kb_relative_information_score: 535203.7993, mean_absolute_error: 0.0402, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4906, predictive_accuracy: 0.4711, prior_entropy: 4.7004, recall: 0.4711, relative_absolute_error: 0.5434, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.9287,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, f_measure: 0.5187, kappa: 0.5014, kb_relative_information_score: 514870.5136, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5202, predictive_accuracy: 0.5206, prior_entropy: 4.7004, recall: 0.5206, relative_absolute_error: 0.4985, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9985,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, f_measure: 0.5187, kappa: 0.5014, kb_relative_information_score: 514870.5136, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5202, predictive_accuracy: 0.5206, prior_entropy: 4.7004, recall: 0.5206, relative_absolute_error: 0.4985, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9985,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, f_measure: 0.5187, kappa: 0.5014, kb_relative_information_score: 514870.5136, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5202, predictive_accuracy: 0.5206, prior_entropy: 4.7004, recall: 0.5206, relative_absolute_error: 0.4985, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9985,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7483, f_measure: 0.5145, kappa: 0.4967, kb_relative_information_score: 510211.091, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5165, predictive_accuracy: 0.516, prior_entropy: 4.7004, recall: 0.516, relative_absolute_error: 0.5033, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0033,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7984, f_measure: 0.458, kappa: 0.4163, kb_relative_information_score: 460743.7068, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5451, predictive_accuracy: 0.4388, prior_entropy: 4.7004, recall: 0.4388, relative_absolute_error: 0.7499, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.8986,

Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5042, f_measure: 0.0162, kappa: 0.0085, kb_relative_information_score: 35062.3226, mean_absolute_error: 0.0733, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0374, predictive_accuracy: 0.0465, prior_entropy: 4.7004, recall: 0.0465, relative_absolute_error: 0.9916, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2708, root_relative_squared_error: 1.4083,

Joaquin Vanschoren 9 years ago
ran flow moa.SGD(2) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5176, f_measure: 0.0219, kappa: 0.0137, kb_relative_information_score: 48732.3963, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.035, predictive_accuracy: 0.0516, prior_entropy: 4.7004, recall: 0.0516, relative_absolute_error: 0.986, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2663, root_relative_squared_error: 1.385,

Jan van Rijn 9 years ago
ran flow moa.HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.5146, kappa: 0.4966, kb_relative_information_score: 557947.7487, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5165, predictive_accuracy: 0.516, prior_entropy: 4.7004, recall: 0.516, relative_absolute_error: 0.5943, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.8184,

Jan van Rijn 9 years ago
ran flow moa.RandomHoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8168, f_measure: 0.2394, kappa: 0.2224, kb_relative_information_score: 296302.2353, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.2499, predictive_accuracy: 0.2524, prior_entropy: 4.7004, recall: 0.2524, relative_absolute_error: 0.8846, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1817, root_relative_squared_error: 0.945,

Jan van Rijn 9 years ago
ran flow moa.ASHoeffdingTree(3) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.5146, kappa: 0.4966, kb_relative_information_score: 557947.7487, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5165, predictive_accuracy: 0.516, prior_entropy: 4.7004, recall: 0.516, relative_absolute_error: 0.5943, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1574, root_relative_squared_error: 0.8184,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7523, f_measure: 0.5222, kappa: 0.5046, kb_relative_information_score: 517939.0126, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5239, predictive_accuracy: 0.5237, prior_entropy: 4.7004, recall: 0.5237, relative_absolute_error: 0.4954, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.9954,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7999, f_measure: 0.4998, kappa: 0.4836, kb_relative_information_score: 543294.4256, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5037, predictive_accuracy: 0.5035, prior_entropy: 4.7004, recall: 0.5035, relative_absolute_error: 0.5755, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.8888,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7809, f_measure: 0.5148, kappa: 0.4969, kb_relative_information_score: 537084.3526, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5397, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.178, root_relative_squared_error: 0.9258,

Joaquin Vanschoren 9 years ago
ran flow moa.RuleClassifierNBayes(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.4577, kappa: 0.4401, kb_relative_information_score: 412127.564, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4636, predictive_accuracy: 0.4617, prior_entropy: 4.7004, recall: 0.4617, relative_absolute_error: 0.7979, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1672, root_relative_squared_error: 0.8692,

Joaquin Vanschoren 9 years ago
ran flow moa.SPegasos(2) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5027, f_measure: 0.0091, kappa: 0.0049, kb_relative_information_score: 31647.7057, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0085, predictive_accuracy: 0.0431, prior_entropy: 4.7004, recall: 0.0431, relative_absolute_error: 0.9952, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2713, root_relative_squared_error: 1.4105,

Jan van Rijn 9 years ago
ran flow moa.MajorityClass(2) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.0049, kappa: -0, kb_relative_information_score: 3697.2466, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0104, predictive_accuracy: 0.0407, prior_entropy: 4.7004, recall: 0.0407, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1923, root_relative_squared_error: 1,

Joaquin Vanschoren 9 years ago
ran flow moa.NoChange(2) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.0386, kappa: 0.0001, kb_relative_information_score: 27038.8859, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.0386, predictive_accuracy: 0.0386, prior_entropy: 4.7004, recall: 0.0386, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2719, root_relative_squared_error: 1.4141,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.5189, kappa: 0.5017, kb_relative_information_score: 515115.4267, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.5189, kappa: 0.5017, kb_relative_information_score: 515115.4267, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7522, f_measure: 0.5218, kappa: 0.5043, kb_relative_information_score: 517702.1957, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5236, predictive_accuracy: 0.5234, prior_entropy: 4.7004, recall: 0.5234, relative_absolute_error: 0.4956, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1915, root_relative_squared_error: 0.9956,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7484, f_measure: 0.5146, kappa: 0.4968, kb_relative_information_score: 510310.2707, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5166, predictive_accuracy: 0.5161, prior_entropy: 4.7004, recall: 0.5161, relative_absolute_error: 0.5032, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0032,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.5148, kappa: 0.4969, kb_relative_information_score: 510456.0042, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7523, f_measure: 0.5221, kappa: 0.5046, kb_relative_information_score: 517918.7718, mean_absolute_error: 0.0366, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5238, predictive_accuracy: 0.5237, prior_entropy: 4.7004, recall: 0.5237, relative_absolute_error: 0.4954, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.9954,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.5147, kappa: 0.4969, kb_relative_information_score: 510441.8356, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.5148, kappa: 0.4969, kb_relative_information_score: 510447.9078, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7484, f_measure: 0.5147, kappa: 0.4969, kb_relative_information_score: 510412.4865, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5162, prior_entropy: 4.7004, recall: 0.5162, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7998, f_measure: 0.4997, kappa: 0.4836, kb_relative_information_score: 532137.1248, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5037, predictive_accuracy: 0.5035, prior_entropy: 4.7004, recall: 0.5035, relative_absolute_error: 0.6015, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1686, root_relative_squared_error: 0.8765,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7984, f_measure: 0.4666, kappa: 0.4483, kb_relative_information_score: 537578.8996, mean_absolute_error: 0.0434, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4953, predictive_accuracy: 0.4695, prior_entropy: 4.7004, recall: 0.4695, relative_absolute_error: 0.5864, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1721, root_relative_squared_error: 0.8951,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, f_measure: 0.5187, kappa: 0.5014, kb_relative_information_score: 514868.4895, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5202, predictive_accuracy: 0.5206, prior_entropy: 4.7004, recall: 0.5206, relative_absolute_error: 0.4985, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9985,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.5189, kappa: 0.5017, kb_relative_information_score: 515115.4267, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, f_measure: 0.5189, kappa: 0.5017, kb_relative_information_score: 515115.4267, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5204, predictive_accuracy: 0.5209, prior_entropy: 4.7004, recall: 0.5209, relative_absolute_error: 0.4983, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9983,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7514, f_measure: 0.5203, kappa: 0.5027, kb_relative_information_score: 516141.6332, mean_absolute_error: 0.0368, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5221, predictive_accuracy: 0.5219, prior_entropy: 4.7004, recall: 0.5219, relative_absolute_error: 0.4972, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1918, root_relative_squared_error: 0.9972,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.5441, kappa: 0.528, kb_relative_information_score: 576991.5291, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5456, predictive_accuracy: 0.5462, prior_entropy: 4.7004, recall: 0.5462, relative_absolute_error: 0.603, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.782,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.5498, kappa: 0.5339, kb_relative_information_score: 578559.938, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5513, predictive_accuracy: 0.5519, prior_entropy: 4.7004, recall: 0.5519, relative_absolute_error: 0.6044, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1497, root_relative_squared_error: 0.7783,

Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.5349, kappa: 0.519, kb_relative_information_score: 523584.8069, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5383, predictive_accuracy: 0.5375, prior_entropy: 4.7004, recall: 0.5375, relative_absolute_error: 0.6945, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.154, root_relative_squared_error: 0.8008,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.5451, kappa: 0.529, kb_relative_information_score: 577198.5941, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5468, predictive_accuracy: 0.5471, prior_entropy: 4.7004, recall: 0.5471, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.7821,

Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.5349, kappa: 0.519, kb_relative_information_score: 523584.8069, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5383, predictive_accuracy: 0.5375, prior_entropy: 4.7004, recall: 0.5375, relative_absolute_error: 0.6945, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.154, root_relative_squared_error: 0.8008,

Jan van Rijn 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8651, f_measure: 0.3979, kappa: 0.3799, kb_relative_information_score: 451003.02, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3991, predictive_accuracy: 0.4038, prior_entropy: 4.7004, recall: 0.4038, relative_absolute_error: 0.7346, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.8868,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7481, f_measure: 0.514, kappa: 0.4962, kb_relative_information_score: 509778.9508, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.516, predictive_accuracy: 0.5156, prior_entropy: 4.7004, recall: 0.5156, relative_absolute_error: 0.5038, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.193, root_relative_squared_error: 1.0038,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.5479, kappa: 0.532, kb_relative_information_score: 578050.6716, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5495, predictive_accuracy: 0.5501, prior_entropy: 4.7004, recall: 0.5501, relative_absolute_error: 0.6037, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.7793,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7481, f_measure: 0.5139, kappa: 0.4961, kb_relative_information_score: 509670.6627, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5158, predictive_accuracy: 0.5155, prior_entropy: 4.7004, recall: 0.5155, relative_absolute_error: 0.5039, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1931, root_relative_squared_error: 1.0039,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.5479, kappa: 0.532, kb_relative_information_score: 578050.6716, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5495, predictive_accuracy: 0.5501, prior_entropy: 4.7004, recall: 0.5501, relative_absolute_error: 0.6037, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.7793,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.5147, kappa: 0.4969, kb_relative_information_score: 510441.8356, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7484, f_measure: 0.5147, kappa: 0.4969, kb_relative_information_score: 510417.5467, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5162, prior_entropy: 4.7004, recall: 0.5162, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.5147, kappa: 0.4969, kb_relative_information_score: 510430.7032, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7481, f_measure: 0.5139, kappa: 0.4961, kb_relative_information_score: 509665.6025, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5158, predictive_accuracy: 0.5155, prior_entropy: 4.7004, recall: 0.5155, relative_absolute_error: 0.5039, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1931, root_relative_squared_error: 1.0039,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7484, f_measure: 0.5147, kappa: 0.4968, kb_relative_information_score: 510396.2939, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5162, prior_entropy: 4.7004, recall: 0.5162, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,

Joaquin Vanschoren 9 years ago
ran flow moa.LeveragingBag_HoeffdingTree(2) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8488, f_measure: 0.3747, kappa: 0.3536, kb_relative_information_score: 427239.7831, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3752, predictive_accuracy: 0.3785, prior_entropy: 4.7004, recall: 0.3785, relative_absolute_error: 0.7547, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.9053,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.5451, kappa: 0.529, kb_relative_information_score: 577198.5941, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5468, predictive_accuracy: 0.5471, prior_entropy: 4.7004, recall: 0.5471, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.7821,

Jan van Rijn 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.5147, kappa: 0.4969, kb_relative_information_score: 558166.4947, mean_absolute_error: 0.044, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5944, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1573, root_relative_squared_error: 0.8178,

Jan van Rijn 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.5342, kappa: 0.5182, kb_relative_information_score: 523235.0596, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5381, predictive_accuracy: 0.5367, prior_entropy: 4.7004, recall: 0.5367, relative_absolute_error: 0.6945, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.8022,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.5451, kappa: 0.529, kb_relative_information_score: 577198.5941, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5468, predictive_accuracy: 0.5471, prior_entropy: 4.7004, recall: 0.5471, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.7821,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.5451, kappa: 0.529, kb_relative_information_score: 577198.5941, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5468, predictive_accuracy: 0.5471, prior_entropy: 4.7004, recall: 0.5471, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.7821,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.5451, kappa: 0.529, kb_relative_information_score: 577198.5941, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5468, predictive_accuracy: 0.5471, prior_entropy: 4.7004, recall: 0.5471, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.7821,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.5148, kappa: 0.4969, kb_relative_information_score: 510456.0042, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7355, f_measure: 0.4887, kappa: 0.4709, kb_relative_information_score: 485171.2487, mean_absolute_error: 0.0391, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4911, predictive_accuracy: 0.4913, prior_entropy: 4.7004, recall: 0.4913, relative_absolute_error: 0.5291, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1978, root_relative_squared_error: 1.0286,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9336, f_measure: 0.5498, kappa: 0.5339, kb_relative_information_score: 578559.938, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5513, predictive_accuracy: 0.5519, prior_entropy: 4.7004, recall: 0.5519, relative_absolute_error: 0.6044, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1497, root_relative_squared_error: 0.7783,

Jan van Rijn 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7485, f_measure: 0.5147, kappa: 0.4969, kb_relative_information_score: 510430.7032, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5167, predictive_accuracy: 0.5163, prior_entropy: 4.7004, recall: 0.5163, relative_absolute_error: 0.5031, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1929, root_relative_squared_error: 1.0031,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.5441, kappa: 0.528, kb_relative_information_score: 576980.9395, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5456, predictive_accuracy: 0.5462, prior_entropy: 4.7004, recall: 0.5462, relative_absolute_error: 0.603, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1504, root_relative_squared_error: 0.782,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7481, f_measure: 0.514, kappa: 0.4962, kb_relative_information_score: 509778.9508, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.516, predictive_accuracy: 0.5156, prior_entropy: 4.7004, recall: 0.5156, relative_absolute_error: 0.5038, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.193, root_relative_squared_error: 1.0038,

Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.5212, kappa: 0.5037, kb_relative_information_score: 564157.756, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5231, predictive_accuracy: 0.5228, prior_entropy: 4.7004, recall: 0.5228, relative_absolute_error: 0.5887, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.8108,

Joaquin Vanschoren 9 years ago
ran flow moa.BLAST(2) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.5212, kappa: 0.5037, kb_relative_information_score: 564157.756, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5231, predictive_accuracy: 0.5228, prior_entropy: 4.7004, recall: 0.5228, relative_absolute_error: 0.5887, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1559, root_relative_squared_error: 0.8108,

Joaquin Vanschoren 9 years ago
ran flow moa.WeightedEnsemble(2) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9215, f_measure: 0.5349, kappa: 0.519, kb_relative_information_score: 523579.3367, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5382, predictive_accuracy: 0.5375, prior_entropy: 4.7004, recall: 0.5375, relative_absolute_error: 0.6945, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.154, root_relative_squared_error: 0.8007,

Joaquin Vanschoren 9 years ago
ran flow moa.BlastWindowed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7464, f_measure: 0.5104, kappa: 0.4928, kb_relative_information_score: 506434.1654, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5122, predictive_accuracy: 0.5123, prior_entropy: 4.7004, recall: 0.5123, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1937, root_relative_squared_error: 1.0072,

Joaquin Vanschoren 9 years ago
ran flow moa.OzaBag_HoeffdingTree(5) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.5479, kappa: 0.532, kb_relative_information_score: 578050.6716, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5495, predictive_accuracy: 0.5501, prior_entropy: 4.7004, recall: 0.5501, relative_absolute_error: 0.6037, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1499, root_relative_squared_error: 0.7793,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7481, f_measure: 0.514, kappa: 0.4962, kb_relative_information_score: 509735.4332, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5159, predictive_accuracy: 0.5156, prior_entropy: 4.7004, recall: 0.5156, relative_absolute_error: 0.5038, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.193, root_relative_squared_error: 1.0038,

Jan van Rijn 9 years ago
ran flow moa.OzaBag_HoeffdingTree(4) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.5428, kappa: 0.5264, kb_relative_information_score: 574190.609, mean_absolute_error: 0.0448, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5439, predictive_accuracy: 0.5447, prior_entropy: 4.7004, recall: 0.5447, relative_absolute_error: 0.6061, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.151, root_relative_squared_error: 0.7851,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7573, f_measure: 0.53, kappa: 0.5145, kb_relative_information_score: 527635.3479, mean_absolute_error: 0.0359, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5318, predictive_accuracy: 0.5333, prior_entropy: 4.7004, recall: 0.5333, relative_absolute_error: 0.4854, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.9853,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7508, f_measure: 0.5187, kappa: 0.5015, kb_relative_information_score: 514925.1636, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5203, predictive_accuracy: 0.5207, prior_entropy: 4.7004, recall: 0.5207, relative_absolute_error: 0.4985, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.192, root_relative_squared_error: 0.9985,

Jan van Rijn 9 years ago
ran flow moa.BlastDecayed(1) on task Supervised Data Stream Classification on data set BNG(letter)

0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8164, f_measure: 0.4943, kappa: 0.48, kb_relative_information_score: 527894.5299, mean_absolute_error: 0.0474, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.5, predictive_accuracy: 0.5001, prior_entropy: 4.7004, recall: 0.5001, relative_absolute_error: 0.6405, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.165, root_relative_squared_error: 0.8581,

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