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Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5539, kappa: -0.003, kb_relative_information_score: 141545.755, mean_absolute_error: 0.4409, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5548, predictive_accuracy: 0.6566, prior_entropy: 1, recall: 0.6566, relative_absolute_error: 0.8818, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4789, root_relative_squared_error: 0.9577,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 998908, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 1, recall: 0.9995, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0234, root_relative_squared_error: 0.0467,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9999, kappa: 0.9994, kb_relative_information_score: 999754, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9999, predictive_accuracy: 0.9999, prior_entropy: 1, recall: 0.9999, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0111, root_relative_squared_error: 0.0222,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set Stagger3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9994, kappa: 0.9986, kb_relative_information_score: 998730, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 1, recall: 0.9994, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0252, root_relative_squared_error: 0.0504,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9614, kappa: 0.9185, kb_relative_information_score: 116726.4088, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9613, predictive_accuracy: 0.9614, prior_entropy: 1, recall: 0.9614, relative_absolute_error: 0.1185, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1751, root_relative_squared_error: 0.3502,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(bridges_version2,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9267, f_measure: 0.7296, kappa: 0.6458, kb_relative_information_score: 616129.1386, mean_absolute_error: 0.1405, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7263, predictive_accuracy: 0.7355, prior_entropy: 2.585, recall: 0.7355, relative_absolute_error: 0.5058, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2537, root_relative_squared_error: 0.6809,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(heart-h,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9398, f_measure: 0.8667, kappa: 0.7159, kb_relative_information_score: 830371.6345, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8659, predictive_accuracy: 0.8693, prior_entropy: 2.3219, recall: 0.8693, relative_absolute_error: 0.2316, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1936, root_relative_squared_error: 0.484,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9184, f_measure: 0.7118, kappa: 0.6247, kb_relative_information_score: 602036.9844, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7082, predictive_accuracy: 0.7199, prior_entropy: 2.585, recall: 0.7199, relative_absolute_error: 0.5177, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2586, root_relative_squared_error: 0.6939,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(heart-c,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.945, f_measure: 0.87, kappa: 0.7432, kb_relative_information_score: 832907.5214, mean_absolute_error: 0.0729, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8694, predictive_accuracy: 0.8721, prior_entropy: 2.3219, recall: 0.8721, relative_absolute_error: 0.2278, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.193, root_relative_squared_error: 0.4825,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.8961, kappa: 0.7922, kb_relative_information_score: 706241.8842, mean_absolute_error: 0.1574, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8962, predictive_accuracy: 0.8961, prior_entropy: 1, recall: 0.8961, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2789, root_relative_squared_error: 0.5578,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9514, f_measure: 0.8827, kappa: 0.7624, kb_relative_information_score: 682473.8824, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8827, predictive_accuracy: 0.8828, prior_entropy: 1, recall: 0.8828, relative_absolute_error: 0.338, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2916, root_relative_squared_error: 0.5831,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7432, f_measure: 0.8933, kappa: 0.0935, kb_relative_information_score: 868831.819, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8885, predictive_accuracy: 0.9248, prior_entropy: 2, recall: 0.9248, relative_absolute_error: 0.1709, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1834, root_relative_squared_error: 0.4236,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9239, kappa: 0.8341, kb_relative_information_score: 786877.7811, mean_absolute_error: 0.1145, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9239, predictive_accuracy: 0.9242, prior_entropy: 1, recall: 0.9242, relative_absolute_error: 0.229, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2385, root_relative_squared_error: 0.4771,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(credit-g,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8291, f_measure: 0.7766, kappa: 0.4539, kb_relative_information_score: 441906.2731, mean_absolute_error: 0.2928, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7763, predictive_accuracy: 0.7853, prior_entropy: 1, recall: 0.7853, relative_absolute_error: 0.5857, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3842, root_relative_squared_error: 0.7685,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6871, f_measure: 0.7005, kappa: 0.3437, kb_relative_information_score: 392094.5633, mean_absolute_error: 0.304, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7084, predictive_accuracy: 0.696, prior_entropy: 1, recall: 0.696, relative_absolute_error: 0.6079, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5497, root_relative_squared_error: 1.0995,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(glass,nominal,137781)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.9167, kappa: 0.1102, kb_relative_information_score: 826642.787, mean_absolute_error: 0.0939, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9173, predictive_accuracy: 0.9392, prior_entropy: 1, recall: 0.9392, relative_absolute_error: 0.1877, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.4387,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.934, f_measure: 0.8584, kappa: 0.7155, kb_relative_information_score: 619090.5152, mean_absolute_error: 0.2016, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8584, predictive_accuracy: 0.8584, prior_entropy: 1, recall: 0.8584, relative_absolute_error: 0.4032, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3189, root_relative_squared_error: 0.6378,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6562, f_measure: 0.5905, kappa: 0.1808, kb_relative_information_score: 192973.6722, mean_absolute_error: 0.4105, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7031, predictive_accuracy: 0.6607, prior_entropy: 1, recall: 0.6607, relative_absolute_error: 0.821, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4553, root_relative_squared_error: 0.9106,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7758, f_measure: 0.6841, kappa: 0.3545, kb_relative_information_score: 378588.0352, mean_absolute_error: 0.3103, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6851, predictive_accuracy: 0.6835, prior_entropy: 1, recall: 0.6835, relative_absolute_error: 0.6205, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5083, root_relative_squared_error: 1.0165,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.9053, kappa: 0.707, kb_relative_information_score: 750525.3472, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9048, predictive_accuracy: 0.9076, prior_entropy: 1, recall: 0.9076, relative_absolute_error: 0.2661, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2602, root_relative_squared_error: 0.5204,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.6417, kappa: 0.5309, kb_relative_information_score: 490157.9103, mean_absolute_error: 0.2289, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6423, predictive_accuracy: 0.6479, prior_entropy: 2, recall: 0.6479, relative_absolute_error: 0.6103, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.34, root_relative_squared_error: 0.7852,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set SEA(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8852, f_measure: 0.8857, kappa: 0.7572, kb_relative_information_score: 542883.2098, mean_absolute_error: 0.2473, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8866, predictive_accuracy: 0.8867, prior_entropy: 1, recall: 0.8867, relative_absolute_error: 0.4945, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3471, root_relative_squared_error: 0.6943,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9348, kappa: 0.8565, kb_relative_information_score: 818160.797, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9349, predictive_accuracy: 0.9351, prior_entropy: 1, recall: 0.9351, relative_absolute_error: 0.1955, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2216, root_relative_squared_error: 0.4432,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8258, f_measure: 0.5781, kappa: 0.4507, kb_relative_information_score: 408280.2627, mean_absolute_error: 0.2619, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.5756, predictive_accuracy: 0.588, prior_entropy: 2, recall: 0.588, relative_absolute_error: 0.6983, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.8423,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(colic.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6769, f_measure: 0.6834, kappa: 0.2999, kb_relative_information_score: 360184.7869, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6872, predictive_accuracy: 0.6805, prior_entropy: 1, recall: 0.6805, relative_absolute_error: 0.6401, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5566, root_relative_squared_error: 1.1132,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set vehicle_sensIT
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.8544, kappa: 0.7094, kb_relative_information_score: 57639.4426, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8584, predictive_accuracy: 0.8547, prior_entropy: 1, recall: 0.8547, relative_absolute_error: 0.4432, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.6709,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.744, f_measure: 0.7072, kappa: 0.3421, kb_relative_information_score: 11131.3286, mean_absolute_error: 0.3733, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.7061, predictive_accuracy: 0.716, prior_entropy: 1, recall: 0.716, relative_absolute_error: 0.7466, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4427, root_relative_squared_error: 0.8854,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set adult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.8367, kappa: 0.5428, kb_relative_information_score: 29055.4244, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.5, number_of_instances: 48842, precision: 0.8349, predictive_accuracy: 0.8403, prior_entropy: 1, recall: 0.8403, relative_absolute_error: 0.4241, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.6805,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(sonar)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, f_measure: 0.8, kappa: 0.5983, kb_relative_information_score: 473919.2432, mean_absolute_error: 0.2768, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8, predictive_accuracy: 0.8001, prior_entropy: 1, recall: 0.8001, relative_absolute_error: 0.5536, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3734, root_relative_squared_error: 0.7468,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.8849, kappa: 0.8277, kb_relative_information_score: 793184.5562, mean_absolute_error: 0.1106, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8849, predictive_accuracy: 0.8851, prior_entropy: 1.585, recall: 0.8851, relative_absolute_error: 0.2488, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2368, root_relative_squared_error: 0.5023,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8143, f_measure: 0.3453, kappa: 0.2914, kb_relative_information_score: 316484.7332, mean_absolute_error: 0.1407, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3474, predictive_accuracy: 0.3558, prior_entropy: 3.4594, recall: 0.3558, relative_absolute_error: 0.8512, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2654, root_relative_squared_error: 0.9233,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(glass)
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: nominal value not declared in header, read Token[vehic], line 15
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.8784, kappa: 0.7603, kb_relative_information_score: 842376.6821, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8772, predictive_accuracy: 0.8806, prior_entropy: 2.3219, recall: 0.8806, relative_absolute_error: 0.2154, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.4676,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(heart-statlog)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.8784, kappa: 0.7536, kb_relative_information_score: 668525.9484, mean_absolute_error: 0.1765, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8784, predictive_accuracy: 0.8786, prior_entropy: 1, recall: 0.8786, relative_absolute_error: 0.3531, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2973, root_relative_squared_error: 0.5945,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.8954, kappa: 0.6742, kb_relative_information_score: 723768.3477, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8947, predictive_accuracy: 0.8983, prior_entropy: 1, recall: 0.8983, relative_absolute_error: 0.2948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2727, root_relative_squared_error: 0.5453,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9511, kappa: 0.8901, kb_relative_information_score: 420500.3858, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9512, predictive_accuracy: 0.951, prior_entropy: 1, recall: 0.951, relative_absolute_error: 0.1501, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.3884,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9291, kappa: 0.9215, kb_relative_information_score: 908459.3549, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9292, predictive_accuracy: 0.9293, prior_entropy: 3.3219, recall: 0.9293, relative_absolute_error: 0.1471, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.3537,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9046, f_measure: 0.8547, kappa: 0.7102, kb_relative_information_score: 57660.4096, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8592, predictive_accuracy: 0.8551, prior_entropy: 1, recall: 0.8551, relative_absolute_error: 0.4431, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.335, root_relative_squared_error: 0.6699,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6521, f_measure: 0.6301, kappa: 0.251, kb_relative_information_score: 120191.3502, mean_absolute_error: 0.3927, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.63, predictive_accuracy: 0.6303, prior_entropy: 1, recall: 0.6303, relative_absolute_error: 0.7854, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5342, root_relative_squared_error: 1.0683,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.7842, kappa: 0.5621, kb_relative_information_score: 566370.8538, mean_absolute_error: 0.242, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7842, predictive_accuracy: 0.7842, prior_entropy: 1, recall: 0.7842, relative_absolute_error: 0.4841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4076, root_relative_squared_error: 0.8152,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(zoo)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9231, kappa: 0.9027, kb_relative_information_score: 903167.0276, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9226, predictive_accuracy: 0.9257, prior_entropy: 2.8074, recall: 0.9257, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1259, root_relative_squared_error: 0.3598,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.8743, kappa: 0.8608, kb_relative_information_score: 848312.1347, mean_absolute_error: 0.0417, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8742, predictive_accuracy: 0.8747, prior_entropy: 3.3219, recall: 0.8747, relative_absolute_error: 0.2319, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1368, root_relative_squared_error: 0.4562,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9833, kappa: 0.9791, kb_relative_information_score: 971906.5987, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9833, predictive_accuracy: 0.9833, prior_entropy: 2.585, recall: 0.9833, relative_absolute_error: 0.0438, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0693, root_relative_squared_error: 0.186,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9785, f_measure: 0.8535, kappa: 0.8293, kb_relative_information_score: 822648.6514, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8537, predictive_accuracy: 0.8537, prior_entropy: 2.8074, recall: 0.8537, relative_absolute_error: 0.2437, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1708, root_relative_squared_error: 0.4882,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.951, kappa: 0.9456, kb_relative_information_score: 929391.3003, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.951, predictive_accuracy: 0.951, prior_entropy: 3.3219, recall: 0.951, relative_absolute_error: 0.1205, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.3041,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7182, f_measure: 0.6659, kappa: 0.3172, kb_relative_information_score: 331883.761, mean_absolute_error: 0.3338, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6671, predictive_accuracy: 0.6651, prior_entropy: 1, recall: 0.6651, relative_absolute_error: 0.6677, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5625, root_relative_squared_error: 1.125,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(dermatology)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9832, kappa: 0.979, kb_relative_information_score: 972694.824, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9832, predictive_accuracy: 0.9832, prior_entropy: 2.585, recall: 0.9832, relative_absolute_error: 0.0424, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.0689, root_relative_squared_error: 0.1849,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.8305, kappa: 0.5722, kb_relative_information_score: 801659.9649, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8282, predictive_accuracy: 0.8395, prior_entropy: 2.585, recall: 0.8395, relative_absolute_error: 0.2777, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.523,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(mfeat-karhunen)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9647, kappa: 0.9608, kb_relative_information_score: 951330.4813, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9647, predictive_accuracy: 0.9647, prior_entropy: 3.3219, recall: 0.9647, relative_absolute_error: 0.0844, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.077, root_relative_squared_error: 0.2568,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(mfeat-fourier)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.8141, kappa: 0.795, kb_relative_information_score: 780816.909, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8134, predictive_accuracy: 0.8155, prior_entropy: 3.3219, recall: 0.8155, relative_absolute_error: 0.3487, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.5497,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.8756, kappa: 0.7489, kb_relative_information_score: 652885.9572, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8765, predictive_accuracy: 0.8754, prior_entropy: 1, recall: 0.8754, relative_absolute_error: 0.3713, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.6102,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(colic)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, f_measure: 0.8824, kappa: 0.7467, kb_relative_information_score: 681889.924, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8823, predictive_accuracy: 0.8829, prior_entropy: 1, recall: 0.8829, relative_absolute_error: 0.3387, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2925, root_relative_squared_error: 0.585,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7481, f_measure: 0.8575, kappa: 0.0649, kb_relative_information_score: 248628.9377, mean_absolute_error: 0.0679, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8598, predictive_accuracy: 0.8991, prior_entropy: 2.3219, recall: 0.8991, relative_absolute_error: 0.212, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.4639,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(credit-g)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8244, f_measure: 0.773, kappa: 0.4447, kb_relative_information_score: 433704.6953, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7728, predictive_accuracy: 0.7821, prior_entropy: 1, recall: 0.7821, relative_absolute_error: 0.594, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3869, root_relative_squared_error: 0.7739,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9703, f_measure: 0.788, kappa: 0.7657, kb_relative_information_score: 763965.4881, mean_absolute_error: 0.0611, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7874, predictive_accuracy: 0.7892, prior_entropy: 3.3219, recall: 0.7892, relative_absolute_error: 0.3395, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1729, root_relative_squared_error: 0.5765,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9667, f_measure: 0.8969, kappa: 0.8074, kb_relative_information_score: 843222.1959, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8968, predictive_accuracy: 0.8974, prior_entropy: 2, recall: 0.8974, relative_absolute_error: 0.2026, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.1952, root_relative_squared_error: 0.4507,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9345, kappa: 0.8402, kb_relative_information_score: 907111.7958, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9337, predictive_accuracy: 0.9367, prior_entropy: 2.585, recall: 0.9367, relative_absolute_error: 0.1327, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1274, root_relative_squared_error: 0.342,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(letter)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8946, f_measure: 0.4711, kappa: 0.4596, kb_relative_information_score: 483755.4642, mean_absolute_error: 0.0543, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4686, predictive_accuracy: 0.4804, prior_entropy: 4.7004, recall: 0.4804, relative_absolute_error: 0.7345, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1624, root_relative_squared_error: 0.8446,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6901, f_measure: 0.519, kappa: 0.2508, kb_relative_information_score: 12017.5508, mean_absolute_error: 0.3812, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.5191, predictive_accuracy: 0.5228, prior_entropy: 1.585, recall: 0.5228, relative_absolute_error: 0.8576, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4421, root_relative_squared_error: 0.9379,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7816, f_measure: 0.507, kappa: 0.3602, kb_relative_information_score: 335955.8911, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5101, predictive_accuracy: 0.5134, prior_entropy: 2.3219, recall: 0.5134, relative_absolute_error: 0.7875, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3556, root_relative_squared_error: 0.889,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9518, f_measure: 0.8347, kappa: 0.7525, kb_relative_information_score: 701445.7147, mean_absolute_error: 0.1585, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8346, predictive_accuracy: 0.835, prior_entropy: 1.585, recall: 0.835, relative_absolute_error: 0.3565, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2819, root_relative_squared_error: 0.5981,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6894, f_measure: 0.5994, kappa: 0.2888, kb_relative_information_score: 542619.4157, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.5987, predictive_accuracy: 0.6057, prior_entropy: 3.3219, recall: 0.6057, relative_absolute_error: 0.5095, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2342, root_relative_squared_error: 0.7807,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7309, f_measure: 0.4429, kappa: 0.2941, kb_relative_information_score: 273309.2606, mean_absolute_error: 0.2708, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4288, predictive_accuracy: 0.4685, prior_entropy: 2.3219, recall: 0.4685, relative_absolute_error: 0.8462, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3701, root_relative_squared_error: 0.9253,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9277, kappa: 0.9085, kb_relative_information_score: 909069.8198, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9273, predictive_accuracy: 0.9301, prior_entropy: 2.8074, recall: 0.9301, relative_absolute_error: 0.1298, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.122, root_relative_squared_error: 0.3485,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7775, f_measure: 0.4909, kappa: 0.3451, kb_relative_information_score: 324963.936, mean_absolute_error: 0.257, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.493, predictive_accuracy: 0.5039, prior_entropy: 2.3219, recall: 0.5039, relative_absolute_error: 0.8031, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3594, root_relative_squared_error: 0.8985,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9565, f_measure: 0.7361, kappa: 0.7075, kb_relative_information_score: 706077.9786, mean_absolute_error: 0.0741, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7358, predictive_accuracy: 0.7368, prior_entropy: 3.3219, recall: 0.7368, relative_absolute_error: 0.4116, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1941, root_relative_squared_error: 0.6471,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8717, f_measure: 0.4598, kappa: 0.4101, kb_relative_information_score: 434501.0955, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4584, predictive_accuracy: 0.4638, prior_entropy: 3.4594, recall: 0.4638, relative_absolute_error: 0.7415, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2482, root_relative_squared_error: 0.8635,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(mfeat-zernike,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.7587, kappa: 0.7343, kb_relative_information_score: 705715.548, mean_absolute_error: 0.0812, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7576, predictive_accuracy: 0.7608, prior_entropy: 3.3219, recall: 0.7608, relative_absolute_error: 0.4511, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1887, root_relative_squared_error: 0.6291,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.9014, kappa: 0.8029, kb_relative_information_score: 838652.0475, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9014, predictive_accuracy: 0.9014, prior_entropy: 2.3219, recall: 0.9014, relative_absolute_error: 0.234, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1865, root_relative_squared_error: 0.4662,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.81, f_measure: 0.6869, kappa: 0.4726, kb_relative_information_score: 1040916.0452, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6872, predictive_accuracy: 0.6885, prior_entropy: 3.3219, recall: 0.6885, relative_absolute_error: 0.4251, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.7015,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9485, f_measure: 0.9362, kappa: 0.8724, kb_relative_information_score: 860573.0665, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9362, predictive_accuracy: 0.9362, prior_entropy: 2.3219, recall: 0.9362, relative_absolute_error: 0.2044, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1732, root_relative_squared_error: 0.4331,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.8238, kappa: 0.7174, kb_relative_information_score: 460273.7892, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8234, predictive_accuracy: 0.8252, prior_entropy: 2.8074, recall: 0.8252, relative_absolute_error: 0.3022, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1936, root_relative_squared_error: 0.5531,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, f_measure: 0.4704, kappa: 0.3249, kb_relative_information_score: 314938.6845, mean_absolute_error: 0.26, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.465, predictive_accuracy: 0.4899, prior_entropy: 2.3219, recall: 0.4899, relative_absolute_error: 0.8123, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3639, root_relative_squared_error: 0.9097,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set SEA(50)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8865, f_measure: 0.8922, kappa: 0.7712, kb_relative_information_score: 547023.6694, mean_absolute_error: 0.2453, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.893, predictive_accuracy: 0.8931, prior_entropy: 1, recall: 0.8931, relative_absolute_error: 0.4907, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.691,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6566, f_measure: 0.3692, kappa: 0.1802, kb_relative_information_score: 229212.4702, mean_absolute_error: 0.2807, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.3685, predictive_accuracy: 0.378, prior_entropy: 2.3219, recall: 0.378, relative_absolute_error: 0.8773, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3896, root_relative_squared_error: 0.974,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9271, kappa: 0.8893, kb_relative_information_score: 861467.641, mean_absolute_error: 0.0744, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9271, predictive_accuracy: 0.9271, prior_entropy: 1.585, recall: 0.9271, relative_absolute_error: 0.1674, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.4088,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.9933, kappa: 0.3084, kb_relative_information_score: 991602.8687, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9926, predictive_accuracy: 0.9947, prior_entropy: 1.585, recall: 0.9947, relative_absolute_error: 0.0097, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0551, root_relative_squared_error: 0.1169,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(spect_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8029, f_measure: 0.8748, kappa: 0.0006, kb_relative_information_score: 745660.021, mean_absolute_error: 0.1382, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8469, predictive_accuracy: 0.9145, prior_entropy: 1, recall: 0.9145, relative_absolute_error: 0.2764, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2649, root_relative_squared_error: 0.5298,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set 20_newsgroups.drift
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0048, kb_relative_information_score: -359946, mean_absolute_error: 0.95, mean_prior_absolute_error: 0.5, number_of_instances: 399940, precision: 0.0025, predictive_accuracy: 0.05, prior_entropy: 1, recall: 0.05, relative_absolute_error: 1.9, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.9747, root_relative_squared_error: 1.9494,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(adult)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9102, f_measure: 0.8532, kappa: 0.585, kb_relative_information_score: 635663.0262, mean_absolute_error: 0.1917, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8529, predictive_accuracy: 0.8589, prior_entropy: 1, recall: 0.8589, relative_absolute_error: 0.3834, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3138, root_relative_squared_error: 0.6276,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set IMDB.drama
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.504, f_measure: 0.5238, kappa: 0.0071, kb_relative_information_score: 3660.3608, mean_absolute_error: 0.4849, mean_prior_absolute_error: 0.5, number_of_instances: 120919, precision: 0.5415, predictive_accuracy: 0.5152, prior_entropy: 1, recall: 0.5152, relative_absolute_error: 0.9697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6939, root_relative_squared_error: 1.3877,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9102, f_measure: 0.6983, kappa: 0.6442, kb_relative_information_score: 448481.0095, mean_absolute_error: 0.119, mean_prior_absolute_error: 0.2778, number_of_instances: 663552, precision: 0.6964, predictive_accuracy: 0.7269, prior_entropy: 2.585, recall: 0.7269, relative_absolute_error: 0.4285, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.6593,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.7625, kappa: 0.7077, kb_relative_information_score: 720245.4177, mean_absolute_error: 0.1014, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7632, predictive_accuracy: 0.773, prior_entropy: 2.585, recall: 0.773, relative_absolute_error: 0.3651, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.6084,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.9736, kappa: 0.2977, kb_relative_information_score: 621648.5744, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9733, predictive_accuracy: 0.9789, prior_entropy: 1, recall: 0.9789, relative_absolute_error: 0.0694, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.2588,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6996, f_measure: 0.7011, kappa: 0.0295, kb_relative_information_score: 414484.3822, mean_absolute_error: 0.3073, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.697, predictive_accuracy: 0.7787, prior_entropy: 1, recall: 0.7787, relative_absolute_error: 0.6146, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3963, root_relative_squared_error: 0.7925,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.5592, kappa: 0.4413, kb_relative_information_score: 439391.1383, mean_absolute_error: 0.216, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5601, predictive_accuracy: 0.5684, prior_entropy: 2.3219, recall: 0.5684, relative_absolute_error: 0.6749, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.8265,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.7885, kappa: 0.7621, kb_relative_information_score: 760517.2897, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.7875, predictive_accuracy: 0.7901, prior_entropy: 3.1699, recall: 0.7901, relative_absolute_error: 0.3377, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1826, root_relative_squared_error: 0.5811,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8287, f_measure: 0.8181, kappa: 0.418, kb_relative_information_score: 531545.5957, mean_absolute_error: 0.2469, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.816, predictive_accuracy: 0.8311, prior_entropy: 1, recall: 0.8311, relative_absolute_error: 0.4939, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3526, root_relative_squared_error: 0.7052,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(SPECTF)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7271, f_measure: 0.6737, kappa: 0.1502, kb_relative_information_score: 320589.1856, mean_absolute_error: 0.351, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6763, predictive_accuracy: 0.7177, prior_entropy: 1, recall: 0.7177, relative_absolute_error: 0.702, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4217, root_relative_squared_error: 0.8434,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(satimage)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9778, f_measure: 0.831, kappa: 0.797, kb_relative_information_score: 798217.6856, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8286, predictive_accuracy: 0.8364, prior_entropy: 2.585, recall: 0.8364, relative_absolute_error: 0.2726, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1924, root_relative_squared_error: 0.5161,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(Australian)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, f_measure: 0.8583, kappa: 0.7116, kb_relative_information_score: 604609.327, mean_absolute_error: 0.2116, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8597, predictive_accuracy: 0.8579, prior_entropy: 1, recall: 0.8579, relative_absolute_error: 0.4231, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.6502,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8142, f_measure: 0.3456, kappa: 0.291, kb_relative_information_score: 314920.1474, mean_absolute_error: 0.1408, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.3465, predictive_accuracy: 0.3555, prior_entropy: 3.4594, recall: 0.3555, relative_absolute_error: 0.8521, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2653, root_relative_squared_error: 0.9229,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9296, kappa: 0.8278, kb_relative_information_score: 903569.8418, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9285, predictive_accuracy: 0.932, prior_entropy: 2.585, recall: 0.932, relative_absolute_error: 0.1373, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1318, root_relative_squared_error: 0.3537,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, f_measure: 0.9366, kappa: 0.873, kb_relative_information_score: 793300.4801, mean_absolute_error: 0.1129, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9369, predictive_accuracy: 0.9365, prior_entropy: 1, recall: 0.9365, relative_absolute_error: 0.2259, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.232, root_relative_squared_error: 0.464,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9851, f_measure: 0.9445, kappa: 0.8785, kb_relative_information_score: 845564.6148, mean_absolute_error: 0.0828, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9444, predictive_accuracy: 0.9446, prior_entropy: 1, recall: 0.9446, relative_absolute_error: 0.1657, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2042, root_relative_squared_error: 0.4083,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9269, f_measure: 0.8382, kappa: 0.5848, kb_relative_information_score: 815682.9084, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.836, predictive_accuracy: 0.8459, prior_entropy: 2.585, recall: 0.8459, relative_absolute_error: 0.257, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.1883, root_relative_squared_error: 0.5053,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6775, f_measure: 0.4979, kappa: 0.2171, kb_relative_information_score: 11329.4605, mean_absolute_error: 0.3864, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4998, predictive_accuracy: 0.501, prior_entropy: 1.585, recall: 0.501, relative_absolute_error: 0.8693, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4449, root_relative_squared_error: 0.9437,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(lymph,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.8959, kappa: 0.8053, kb_relative_information_score: 840896.5158, mean_absolute_error: 0.0772, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8959, predictive_accuracy: 0.8964, prior_entropy: 2, recall: 0.8964, relative_absolute_error: 0.2059, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4527,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(page-blocks,nominal,295245)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8831, f_measure: 0.9055, kappa: 0.498, kb_relative_information_score: 260327.4179, mean_absolute_error: 0.0493, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.9026, predictive_accuracy: 0.9174, prior_entropy: 2.3219, recall: 0.9174, relative_absolute_error: 0.154, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.3954,