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Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7579, f_measure: 0.7079, kappa: 0.3997, kb_relative_information_score: 16746.7323, mean_absolute_error: 0.3208, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.7077, predictive_accuracy: 0.7099, prior_entropy: 1, recall: 0.7099, relative_absolute_error: 0.6417, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4655, root_relative_squared_error: 0.931,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set Stagger1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9999, kappa: 0.9994, kb_relative_information_score: 999744.0092, 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: 0.0003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.0111, root_relative_squared_error: 0.0222,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8561, f_measure: 0.7734, kappa: 0.5395, kb_relative_information_score: 468501.9016, mean_absolute_error: 0.2938, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7733, predictive_accuracy: 0.7739, prior_entropy: 1, recall: 0.7739, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3933, root_relative_squared_error: 0.7866,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set BNG(spectf_test)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5779, f_measure: 0.7032, kappa: 0.0537, kb_relative_information_score: 358674.5477, mean_absolute_error: 0.3306, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6836, predictive_accuracy: 0.7385, prior_entropy: 1, recall: 0.7385, relative_absolute_error: 0.6613, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4385, root_relative_squared_error: 0.8771,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9258, kappa: 0.9176, kb_relative_information_score: 876620.7754, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9287, predictive_accuracy: 0.9258, prior_entropy: 3.3219, recall: 0.9258, relative_absolute_error: 0.2143, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1158, root_relative_squared_error: 0.386,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(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: 0.937, f_measure: 0.7032, kappa: 0.6193, kb_relative_information_score: 644730.5519, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7109, predictive_accuracy: 0.7286, prior_entropy: 2.585, recall: 0.7286, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2477, root_relative_squared_error: 0.6647,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set Stagger3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9994, kappa: 0.9986, kb_relative_information_score: 998720.0092, 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,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, f_measure: 0.9082, kappa: 0.7896, kb_relative_information_score: 327878.6782, mean_absolute_error: 0.1807, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.9132, predictive_accuracy: 0.9106, prior_entropy: 1, recall: 0.9106, relative_absolute_error: 0.3615, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.5297,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.7417, kappa: 0.4997, kb_relative_information_score: 35433.8808, mean_absolute_error: 0.3351, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.7857, predictive_accuracy: 0.7498, prior_entropy: 1, recall: 0.7498, relative_absolute_error: 0.6703, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4185, root_relative_squared_error: 0.837,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set BNG(cylinder-bands)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8293, f_measure: 0.7361, kappa: 0.4568, kb_relative_information_score: 308941.0369, mean_absolute_error: 0.3617, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7498, predictive_accuracy: 0.7449, prior_entropy: 1, recall: 0.7449, relative_absolute_error: 0.7234, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4136, root_relative_squared_error: 0.8272,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set BNG(Australian)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9152, f_measure: 0.8555, kappa: 0.7052, kb_relative_information_score: 605115.3177, mean_absolute_error: 0.2104, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.856, predictive_accuracy: 0.8552, prior_entropy: 1, recall: 0.8552, relative_absolute_error: 0.4208, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3299, root_relative_squared_error: 0.6597,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.8704, kappa: 0.8091, kb_relative_information_score: 670965.962, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8774, predictive_accuracy: 0.8727, prior_entropy: 1.585, recall: 0.8727, relative_absolute_error: 0.4158, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.5672,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.8231, kappa: 0.802, kb_relative_information_score: 748732.2257, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.8248, predictive_accuracy: 0.8254, prior_entropy: 3.1699, recall: 0.8254, relative_absolute_error: 0.3841, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.1753, root_relative_squared_error: 0.5576,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set Stagger2
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 998898.0092, mean_absolute_error: 0.0006, 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,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9354, f_measure: 0.8698, kappa: 0.7364, kb_relative_information_score: 636098.295, mean_absolute_error: 0.1949, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8698, predictive_accuracy: 0.87, prior_entropy: 1, recall: 0.87, relative_absolute_error: 0.3899, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3107, root_relative_squared_error: 0.6214,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8836, kappa: 0.7672, kb_relative_information_score: 773662.9435, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8836, predictive_accuracy: 0.8836, prior_entropy: 2.3219, recall: 0.8836, relative_absolute_error: 0.3433, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.5302,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8376, f_measure: 0.8128, kappa: 0.3961, kb_relative_information_score: 523900.3555, mean_absolute_error: 0.2531, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8124, predictive_accuracy: 0.8293, prior_entropy: 1, recall: 0.8293, relative_absolute_error: 0.5062, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3493, root_relative_squared_error: 0.6986,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6304, f_measure: 0.6321, kappa: 0.1554, kb_relative_information_score: 178596.8005, mean_absolute_error: 0.4185, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6281, predictive_accuracy: 0.6375, prior_entropy: 1, recall: 0.6375, relative_absolute_error: 0.8369, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4819, root_relative_squared_error: 0.9637,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6971, f_measure: 0.6478, kappa: 0.2854, kb_relative_information_score: 118731.6217, mean_absolute_error: 0.3968, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6475, predictive_accuracy: 0.6494, prior_entropy: 1, recall: 0.6494, relative_absolute_error: 0.7937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.482, root_relative_squared_error: 0.964,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set BNG(waveform-5000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.8704, kappa: 0.8091, kb_relative_information_score: 670965.962, mean_absolute_error: 0.1848, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8774, predictive_accuracy: 0.8727, prior_entropy: 1.585, recall: 0.8727, relative_absolute_error: 0.4158, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.5672,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6569, f_measure: 0.4905, kappa: 0.208, kb_relative_information_score: 11473.2513, mean_absolute_error: 0.3864, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4907, predictive_accuracy: 0.4916, prior_entropy: 1.585, recall: 0.4916, relative_absolute_error: 0.8693, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4547, root_relative_squared_error: 0.9646,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set BNG(vowel)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9126, f_measure: 0.5684, kappa: 0.5233, kb_relative_information_score: 445426.9811, mean_absolute_error: 0.1264, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.5769, predictive_accuracy: 0.5666, prior_entropy: 3.4594, recall: 0.5666, relative_absolute_error: 0.7647, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2399, root_relative_squared_error: 0.8344,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6345, f_measure: 0.5672, kappa: 0.1481, kb_relative_information_score: 150938.7612, mean_absolute_error: 0.4328, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7096, predictive_accuracy: 0.6514, prior_entropy: 1, recall: 0.6514, relative_absolute_error: 0.8657, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4634, root_relative_squared_error: 0.9268,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set BNG(bridges_version1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9394, f_measure: 0.7241, kappa: 0.6412, kb_relative_information_score: 657678.4989, mean_absolute_error: 0.1216, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7247, predictive_accuracy: 0.7407, prior_entropy: 2.585, recall: 0.7407, relative_absolute_error: 0.4377, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.2435, root_relative_squared_error: 0.6533,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7812, f_measure: 0.5692, kappa: 0.4431, kb_relative_information_score: 440863.4766, mean_absolute_error: 0.2167, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.57, predictive_accuracy: 0.5705, prior_entropy: 2.3219, recall: 0.5705, relative_absolute_error: 0.6771, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3539, root_relative_squared_error: 0.8849,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_IBk(1) on task Supervised Data Stream Classification on data set BNG(SPECTF)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5939, f_measure: 0.6462, kappa: 0.0911, kb_relative_information_score: 245264.7972, mean_absolute_error: 0.3847, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6347, predictive_accuracy: 0.6671, prior_entropy: 1, recall: 0.6671, relative_absolute_error: 0.7695, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4729, root_relative_squared_error: 0.9457,