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Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set electricity
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.663, f_measure: 0.6648, kappa: 0.3101, kb_relative_information_score: 15564.1632, mean_absolute_error: 0.3283, mean_prior_absolute_error: 0.5, number_of_instances: 45312, precision: 0.6677, predictive_accuracy: 0.6716, prior_entropy: 1, recall: 0.6716, relative_absolute_error: 0.6566, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5666, root_relative_squared_error: 1.1333,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6447, f_measure: 0.4675, kappa: 0.17, kb_relative_information_score: 13345.0012, mean_absolute_error: 0.3795, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4777, predictive_accuracy: 0.4794, prior_entropy: 1.585, recall: 0.4794, relative_absolute_error: 0.8539, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4661, root_relative_squared_error: 0.9888,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9768, kappa: 0.9536, kb_relative_information_score: 952671.1137, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.977, predictive_accuracy: 0.9768, prior_entropy: 1, recall: 0.9768, relative_absolute_error: 0.0476, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1451, root_relative_squared_error: 0.2901,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.8826, kappa: 0.7464, kb_relative_information_score: 759715.0105, mean_absolute_error: 0.121, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8833, predictive_accuracy: 0.8838, prior_entropy: 1, recall: 0.8838, relative_absolute_error: 0.242, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3157, root_relative_squared_error: 0.6314,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(credit-a,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8697, f_measure: 0.8524, kappa: 0.7055, kb_relative_information_score: 706202.65, mean_absolute_error: 0.1467, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.863, predictive_accuracy: 0.852, prior_entropy: 1, recall: 0.852, relative_absolute_error: 0.2933, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3802, root_relative_squared_error: 0.7604,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.6704, f_measure: 0.7406, kappa: 0.3568, kb_relative_information_score: 530333.8584, mean_absolute_error: 0.2348, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7547, predictive_accuracy: 0.7651, prior_entropy: 1, recall: 0.7651, relative_absolute_error: 0.4697, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4831, root_relative_squared_error: 0.9662,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.8589, kappa: 0.8435, kb_relative_information_score: 283936.4867, mean_absolute_error: 0.1614, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8612, predictive_accuracy: 0.8591, prior_entropy: 3.3219, recall: 0.8591, relative_absolute_error: 0.8968, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2742, root_relative_squared_error: 0.914,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(pendigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9349, f_measure: 0.724, kappa: 0.7047, kb_relative_information_score: 265439.544, mean_absolute_error: 0.1629, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7346, predictive_accuracy: 0.7343, prior_entropy: 3.3219, recall: 0.7343, relative_absolute_error: 0.9048, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2771, root_relative_squared_error: 0.9237,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.8852, f_measure: 0.695, kappa: 0.6101, kb_relative_information_score: 320223.9573, mean_absolute_error: 0.2335, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7025, predictive_accuracy: 0.7226, prior_entropy: 2.585, recall: 0.7226, relative_absolute_error: 0.8404, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3265, root_relative_squared_error: 0.8762,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.8966, f_measure: 0.7134, kappa: 0.6298, kb_relative_information_score: 325470.7204, mean_absolute_error: 0.2326, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7198, predictive_accuracy: 0.7352, prior_entropy: 2.585, recall: 0.7352, relative_absolute_error: 0.8373, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.8727,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9829, kappa: 0.9787, kb_relative_information_score: 384315.8441, mean_absolute_error: 0.2227, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9831, predictive_accuracy: 0.983, prior_entropy: 2.585, recall: 0.983, relative_absolute_error: 0.8016, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3102, root_relative_squared_error: 0.8324,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8358, f_measure: 0.6244, kappa: 0.5106, kb_relative_information_score: 334508.9126, mean_absolute_error: 0.2984, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6327, predictive_accuracy: 0.6322, prior_entropy: 2, recall: 0.6322, relative_absolute_error: 0.7956, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3745, root_relative_squared_error: 0.8649,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5165, f_measure: 0.4891, kappa: 0.0396, kb_relative_information_score: 235492, mean_absolute_error: 0.3823, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6935, predictive_accuracy: 0.6177, prior_entropy: 1, recall: 0.6177, relative_absolute_error: 0.7645, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6183, root_relative_squared_error: 1.2365,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.8401, kappa: 0.8117, kb_relative_information_score: 329007.8129, mean_absolute_error: 0.2078, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8444, predictive_accuracy: 0.8386, prior_entropy: 2.8074, recall: 0.8386, relative_absolute_error: 0.8486, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3067, root_relative_squared_error: 0.8766,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.9348, kappa: 0.8695, kb_relative_information_score: 638183.9935, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9348, predictive_accuracy: 0.9348, prior_entropy: 2.3219, recall: 0.9348, relative_absolute_error: 0.5502, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2793, root_relative_squared_error: 0.6984,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.9039, kappa: 0.8078, kb_relative_information_score: 632464.1987, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9039, predictive_accuracy: 0.9039, prior_entropy: 2.3219, recall: 0.9039, relative_absolute_error: 0.5563, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2826, root_relative_squared_error: 0.7065,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7272, f_measure: 0.7571, kappa: 0.6125, kb_relative_information_score: 276188.3746, mean_absolute_error: 0.1783, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.7644, predictive_accuracy: 0.7684, prior_entropy: 2.8074, recall: 0.7684, relative_absolute_error: 0.7279, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.8245,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9367, f_measure: 0.9013, kappa: 0.8027, kb_relative_information_score: 795750.2178, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9017, predictive_accuracy: 0.9013, prior_entropy: 1, recall: 0.9013, relative_absolute_error: 0.2059, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2901, root_relative_squared_error: 0.5802,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5896, f_measure: 0.5456, kappa: 0.1963, kb_relative_information_score: 372448.2657, mean_absolute_error: 0.1422, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.5405, predictive_accuracy: 0.5714, prior_entropy: 3.3219, recall: 0.5714, relative_absolute_error: 0.7898, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2619, root_relative_squared_error: 0.8728,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(ionosphere)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9584, f_measure: 0.9316, kappa: 0.8511, kb_relative_information_score: 856117.9581, mean_absolute_error: 0.0728, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9315, predictive_accuracy: 0.9317, prior_entropy: 1, recall: 0.9317, relative_absolute_error: 0.1455, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2389, root_relative_squared_error: 0.4778,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.842, f_measure: 0.8003, kappa: 0.5424, kb_relative_information_score: 608817.5962, mean_absolute_error: 0.1967, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8084, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3962, root_relative_squared_error: 0.7924,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5752, f_measure: 0.1446, kappa: 0, kb_relative_information_score: 174015.9369, mean_absolute_error: 0.2974, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1584, predictive_accuracy: 0.2996, prior_entropy: 2.3219, recall: 0.2996, relative_absolute_error: 0.9292, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3962, root_relative_squared_error: 0.9904,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5945, f_measure: 0.1496, kappa: 0.0023, kb_relative_information_score: 174303.777, mean_absolute_error: 0.2973, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.1694, predictive_accuracy: 0.3009, prior_entropy: 2.3219, recall: 0.3009, relative_absolute_error: 0.9291, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.9902,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6208, f_measure: 0.6323, kappa: 0.3715, kb_relative_information_score: 716231.4138, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6401, predictive_accuracy: 0.6406, prior_entropy: 3.3219, recall: 0.6406, relative_absolute_error: 0.7487, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2543, root_relative_squared_error: 0.8477,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.8401, kappa: 0.8117, kb_relative_information_score: 329007.8129, mean_absolute_error: 0.2078, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.8444, predictive_accuracy: 0.8386, prior_entropy: 2.8074, recall: 0.8386, relative_absolute_error: 0.8486, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3067, root_relative_squared_error: 0.8766,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(heart-c)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8817, f_measure: 0.867, kappa: 0.7373, kb_relative_information_score: 495505.554, mean_absolute_error: 0.2214, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.865, predictive_accuracy: 0.8693, prior_entropy: 2.3219, recall: 0.8693, relative_absolute_error: 0.692, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3047, root_relative_squared_error: 0.7618,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.9387, f_measure: 0.8267, kappa: 0.742, kb_relative_information_score: 515582.0929, mean_absolute_error: 0.2671, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8281, predictive_accuracy: 0.8279, prior_entropy: 1.585, recall: 0.8279, relative_absolute_error: 0.601, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3328, root_relative_squared_error: 0.7059,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6175, f_measure: 0.1552, kappa: 0.0054, kb_relative_information_score: 174684.1638, mean_absolute_error: 0.2973, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.176, predictive_accuracy: 0.3028, prior_entropy: 2.3219, recall: 0.3028, relative_absolute_error: 0.9291, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.396, root_relative_squared_error: 0.9901,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.4757, f_measure: 0.8613, kappa: 0.098, kb_relative_information_score: 119246.703, mean_absolute_error: 0.2454, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8675, predictive_accuracy: 0.9014, prior_entropy: 2.3219, recall: 0.9014, relative_absolute_error: 0.7669, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.8135,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9091, kb_relative_information_score: 877522, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8813, predictive_accuracy: 0.9388, prior_entropy: 1, recall: 0.9388, relative_absolute_error: 0.1225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2475, root_relative_squared_error: 0.4949,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9583, f_measure: 0.9517, kappa: 0.8985, kb_relative_information_score: 118430.7905, mean_absolute_error: 0.0482, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.9523, predictive_accuracy: 0.9515, prior_entropy: 1, recall: 0.9515, relative_absolute_error: 0.0964, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2153, root_relative_squared_error: 0.4306,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.8709, f_measure: 0.8654, kappa: 0.7341, kb_relative_information_score: 485842.6294, mean_absolute_error: 0.2237, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8634, predictive_accuracy: 0.8677, prior_entropy: 2.3219, recall: 0.8677, relative_absolute_error: 0.699, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3078, root_relative_squared_error: 0.7695,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.8471, f_measure: 0.8546, kappa: 0.6894, kb_relative_information_score: 469106.6699, mean_absolute_error: 0.2285, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8527, predictive_accuracy: 0.8582, prior_entropy: 2.3219, recall: 0.8582, relative_absolute_error: 0.714, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3114, root_relative_squared_error: 0.7784,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8588, f_measure: 0.8979, kappa: 0.6778, kb_relative_information_score: 802797.6932, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9003, predictive_accuracy: 0.9031, prior_entropy: 1, recall: 0.9031, relative_absolute_error: 0.198, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2941, root_relative_squared_error: 0.5882,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.9102, f_measure: 0.8826, kappa: 0.7622, kb_relative_information_score: 761962.9256, mean_absolute_error: 0.1194, 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: 0.2388, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.6464,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5005, f_measure: 0.8854, kb_relative_information_score: 473047.4724, mean_absolute_error: 0.2571, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8512, predictive_accuracy: 0.9226, prior_entropy: 2, recall: 0.9226, relative_absolute_error: 0.6856, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.7497,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.9931, f_measure: 0.9468, kappa: 0.9409, kb_relative_information_score: 294098.6805, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9468, predictive_accuracy: 0.9468, prior_entropy: 3.3219, recall: 0.9468, relative_absolute_error: 0.8921, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2723, root_relative_squared_error: 0.9075,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.8464, f_measure: 0.775, kappa: 0.5364, kb_relative_information_score: 547162.7267, mean_absolute_error: 0.2279, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7791, predictive_accuracy: 0.7785, prior_entropy: 1, recall: 0.7785, relative_absolute_error: 0.4558, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4204, root_relative_squared_error: 0.8408,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.9631, f_measure: 0.7702, kappa: 0.7458, kb_relative_information_score: 278182.2668, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7703, predictive_accuracy: 0.7713, prior_entropy: 3.3219, recall: 0.7713, relative_absolute_error: 0.8994, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2751, root_relative_squared_error: 0.917,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.9365, kappa: 0.9293, kb_relative_information_score: 293716.3671, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9368, predictive_accuracy: 0.9363, prior_entropy: 3.3219, recall: 0.9363, relative_absolute_error: 0.8922, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.9088,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8636, kappa: 0.7258, kb_relative_information_score: 707674.8371, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8636, predictive_accuracy: 0.8636, prior_entropy: 1, recall: 0.8636, relative_absolute_error: 0.2968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3296, root_relative_squared_error: 0.6592,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(labor)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.9151, kappa: 0.8117, kb_relative_information_score: 831222.2578, mean_absolute_error: 0.0846, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9184, predictive_accuracy: 0.9166, prior_entropy: 1, recall: 0.9166, relative_absolute_error: 0.1692, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2755, root_relative_squared_error: 0.551,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(lymph)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9282, f_measure: 0.8693, kappa: 0.7631, kb_relative_information_score: 457618.0044, mean_absolute_error: 0.2625, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8696, predictive_accuracy: 0.8765, prior_entropy: 2, recall: 0.8765, relative_absolute_error: 0.7, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3283, root_relative_squared_error: 0.7582,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8335, f_measure: 0.8726, kappa: 0.7078, kb_relative_information_score: 368939.5255, mean_absolute_error: 0.2255, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8831, predictive_accuracy: 0.8976, prior_entropy: 2.585, recall: 0.8976, relative_absolute_error: 0.8116, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3157, root_relative_squared_error: 0.847,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5881, f_measure: 0.6767, kappa: 0.0677, kb_relative_information_score: 349577.9236, mean_absolute_error: 0.2288, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.6792, predictive_accuracy: 0.7681, prior_entropy: 2.585, recall: 0.7681, relative_absolute_error: 0.8238, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.8611,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9323, kappa: 0.9132, kb_relative_information_score: 345760.9054, mean_absolute_error: 0.2055, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9328, predictive_accuracy: 0.9337, prior_entropy: 2.8074, recall: 0.9337, relative_absolute_error: 0.8391, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3026, root_relative_squared_error: 0.8648,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.9931, f_measure: 0.9468, kappa: 0.9409, kb_relative_information_score: 294098.6805, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9468, predictive_accuracy: 0.9468, prior_entropy: 3.3219, recall: 0.9468, relative_absolute_error: 0.8921, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2723, root_relative_squared_error: 0.9075,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.847, f_measure: 0.4298, kappa: 0.3764, kb_relative_information_score: 206835.1954, mean_absolute_error: 0.1544, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4332, predictive_accuracy: 0.4331, prior_entropy: 3.4594, recall: 0.4331, relative_absolute_error: 0.9343, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2733, root_relative_squared_error: 0.9506,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.8464, f_measure: 0.775, kappa: 0.5364, kb_relative_information_score: 547162.7267, mean_absolute_error: 0.2279, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7791, predictive_accuracy: 0.7785, prior_entropy: 1, recall: 0.7785, relative_absolute_error: 0.4558, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4204, root_relative_squared_error: 0.8408,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.8843, kappa: 0.8739, kb_relative_information_score: 230489.614, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8922, predictive_accuracy: 0.8851, prior_entropy: 4.2479, recall: 0.8851, relative_absolute_error: 0.9459, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2132, root_relative_squared_error: 0.9549,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.944, kappa: 0.8772, kb_relative_information_score: 885439.5676, mean_absolute_error: 0.0576, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.944, predictive_accuracy: 0.9441, prior_entropy: 1, recall: 0.9441, relative_absolute_error: 0.1152, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.4396,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(breast-cancer,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6397, f_measure: 0.7303, kappa: 0.3253, kb_relative_information_score: 521169.9621, mean_absolute_error: 0.2394, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7502, predictive_accuracy: 0.7606, prior_entropy: 1, recall: 0.7606, relative_absolute_error: 0.4788, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4892, root_relative_squared_error: 0.9784,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.605, f_measure: 0.6924, kappa: 0.1205, kb_relative_information_score: 352367.6479, mean_absolute_error: 0.2284, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7684, predictive_accuracy: 0.7755, prior_entropy: 2.585, recall: 0.7755, relative_absolute_error: 0.8221, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3202, root_relative_squared_error: 0.8593,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(autos,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.6877, kappa: 0.6048, kb_relative_information_score: 306801.3544, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6996, predictive_accuracy: 0.7036, prior_entropy: 2.8074, recall: 0.7036, relative_absolute_error: 0.8619, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3122, root_relative_squared_error: 0.8921,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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: 0.842, f_measure: 0.8003, kappa: 0.5424, kb_relative_information_score: 608817.5962, mean_absolute_error: 0.1967, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8084, predictive_accuracy: 0.8094, prior_entropy: 1, recall: 0.8094, relative_absolute_error: 0.3934, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3962, root_relative_squared_error: 0.7924,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(autos)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8172, f_measure: 0.5248, kappa: 0.4128, kb_relative_information_score: 280128.879, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.5808, predictive_accuracy: 0.567, prior_entropy: 2.8074, recall: 0.567, relative_absolute_error: 0.8762, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3179, root_relative_squared_error: 0.9085,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(cmc)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6331, f_measure: 0.4453, kappa: 0.1571, kb_relative_information_score: 12596.1702, mean_absolute_error: 0.3824, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4642, predictive_accuracy: 0.476, prior_entropy: 1.585, recall: 0.476, relative_absolute_error: 0.8604, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.468, root_relative_squared_error: 0.9928,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(SPECT)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5145, f_measure: 0.6997, kappa: 0.0004, kb_relative_information_score: 582203.2518, mean_absolute_error: 0.2089, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6771, predictive_accuracy: 0.791, prior_entropy: 1, recall: 0.791, relative_absolute_error: 0.4177, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4566, root_relative_squared_error: 0.9132,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(Australian)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8473, f_measure: 0.8388, kappa: 0.6772, kb_relative_information_score: 675986, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.852, predictive_accuracy: 0.838, prior_entropy: 1, recall: 0.838, relative_absolute_error: 0.324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4025, root_relative_squared_error: 0.805,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(Australian)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8473, f_measure: 0.8388, kappa: 0.6772, kb_relative_information_score: 675986, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.852, predictive_accuracy: 0.838, prior_entropy: 1, recall: 0.838, relative_absolute_error: 0.324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4025, root_relative_squared_error: 0.805,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8175, f_measure: 0.8784, kappa: 0.6104, kb_relative_information_score: 770959.4081, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.8869, prior_entropy: 1, recall: 0.8869, relative_absolute_error: 0.2297, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3208, root_relative_squared_error: 0.6417,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(hepatitis)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8175, f_measure: 0.8784, kappa: 0.6104, kb_relative_information_score: 770959.4081, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8828, predictive_accuracy: 0.8869, prior_entropy: 1, recall: 0.8869, relative_absolute_error: 0.2297, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3208, root_relative_squared_error: 0.6417,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(vehicle)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, f_measure: 0.4765, kappa: 0.3342, kb_relative_information_score: 270986.396, mean_absolute_error: 0.3199, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.4961, predictive_accuracy: 0.4991, prior_entropy: 2, recall: 0.4991, relative_absolute_error: 0.853, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.9297,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(wine)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.9228, kappa: 0.8825, kb_relative_information_score: 576436.6402, mean_absolute_error: 0.2435, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9234, predictive_accuracy: 0.9228, prior_entropy: 1.585, recall: 0.9228, relative_absolute_error: 0.5478, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3055, root_relative_squared_error: 0.6481,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.73, kappa: 0.6895, kb_relative_information_score: 338111.3874, mean_absolute_error: 0.2304, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7396, predictive_accuracy: 0.7613, prior_entropy: 2.585, recall: 0.7613, relative_absolute_error: 0.8295, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.8663,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set Agrawal1
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5402, kb_relative_information_score: 344090, mean_absolute_error: 0.328, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.4516, predictive_accuracy: 0.672, prior_entropy: 1, recall: 0.672, relative_absolute_error: 0.6559, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5727, root_relative_squared_error: 1.1453,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(credit-a)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, f_measure: 0.8486, kappa: 0.6975, kb_relative_information_score: 696933.5956, mean_absolute_error: 0.1515, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8574, predictive_accuracy: 0.8482, prior_entropy: 1, recall: 0.8482, relative_absolute_error: 0.3029, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3886, root_relative_squared_error: 0.7771,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(page-blocks)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4991, f_measure: 0.85, kb_relative_information_score: 118540.4862, mean_absolute_error: 0.2462, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8067, predictive_accuracy: 0.8981, prior_entropy: 2.3219, recall: 0.8981, relative_absolute_error: 0.7693, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.8164,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_50_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5545, f_measure: 0.1727, kappa: 0.0158, kb_relative_information_score: 172668.5052, mean_absolute_error: 0.2988, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.2654, predictive_accuracy: 0.309, prior_entropy: 2.3219, recall: 0.309, relative_absolute_error: 0.9338, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.9954,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(tic-tac-toe)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6549, f_measure: 0.6943, kappa: 0.3178, kb_relative_information_score: 15646, mean_absolute_error: 0.3013, mean_prior_absolute_error: 0.5, number_of_instances: 39366, precision: 0.6919, predictive_accuracy: 0.6987, prior_entropy: 1, recall: 0.6987, relative_absolute_error: 0.6026, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5489, root_relative_squared_error: 1.0978,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(JapaneseVowels)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8988, f_measure: 0.4358, kappa: 0.4579, kb_relative_information_score: 220431.7824, mean_absolute_error: 0.1814, mean_prior_absolute_error: 0.1975, number_of_instances: 1000000, precision: 0.631, predictive_accuracy: 0.533, prior_entropy: 3.1699, recall: 0.533, relative_absolute_error: 0.9183, root_mean_prior_squared_error: 0.3143, root_mean_squared_error: 0.2949, root_relative_squared_error: 0.9384,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set BNG(eucalyptus)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7798, f_measure: 0.4607, kappa: 0.3294, kb_relative_information_score: 248153.0466, mean_absolute_error: 0.2802, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4992, predictive_accuracy: 0.4971, prior_entropy: 2.3219, recall: 0.4971, relative_absolute_error: 0.8758, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3694, root_relative_squared_error: 0.9234,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6419, f_measure: 0.6495, kappa: 0.2907, kb_relative_information_score: 170335, mean_absolute_error: 0.3421, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6571, predictive_accuracy: 0.6579, prior_entropy: 1, recall: 0.6579, relative_absolute_error: 0.6842, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5849, root_relative_squared_error: 1.1698,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, f_measure: 0.8249, kappa: 0.6525, kb_relative_information_score: 63990.6578, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.837, predictive_accuracy: 0.8263, prior_entropy: 1, recall: 0.8263, relative_absolute_error: 0.3512, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.8069,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(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
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6419, f_measure: 0.6495, kappa: 0.2907, kb_relative_information_score: 170335, mean_absolute_error: 0.3421, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.6571, predictive_accuracy: 0.6579, prior_entropy: 1, recall: 0.6579, relative_absolute_error: 0.6842, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5849, root_relative_squared_error: 1.1698,
Jason 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... EKAClassifier_SMO_RBFKernel(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5006, f_measure: 0.5351, kappa: 0.0016, kb_relative_information_score: 162581, mean_absolute_error: 0.3336, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.5918, predictive_accuracy: 0.6664, prior_entropy: 1, recall: 0.6664, relative_absolute_error: 0.6672, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5776, root_relative_squared_error: 1.1552,