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Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9241, f_measure: 0.922, kappa: 0.8054, kb_relative_information_score: 372573.0384, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9218, predictive_accuracy: 0.9232, prior_entropy: 2.585, recall: 0.9232, relative_absolute_error: 0.809, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3141, root_relative_squared_error: 0.8427,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(labor,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, f_measure: 0.9451, kappa: 0.88, kb_relative_information_score: 882834.0879, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9451, predictive_accuracy: 0.9451, prior_entropy: 1, recall: 0.9451, relative_absolute_error: 0.1188, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.213, root_relative_squared_error: 0.4259,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9572, f_measure: 0.9368, kappa: 0.8735, kb_relative_information_score: 864584.5133, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9373, predictive_accuracy: 0.9368, prior_entropy: 1, recall: 0.9368, relative_absolute_error: 0.1374, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.236, root_relative_squared_error: 0.4721,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.8578, f_measure: 0.8602, kappa: 0.7016, kb_relative_information_score: 470700.5712, mean_absolute_error: 0.2281, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.859, predictive_accuracy: 0.8629, prior_entropy: 2.3219, recall: 0.8629, relative_absolute_error: 0.7127, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3108, root_relative_squared_error: 0.777,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(spambase)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5715, f_measure: 0.5822, kappa: 0.165, kb_relative_information_score: 308962, mean_absolute_error: 0.3455, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.6896, predictive_accuracy: 0.6545, prior_entropy: 1, recall: 0.6545, relative_absolute_error: 0.691, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5878, root_relative_squared_error: 1.1756,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.9164, f_measure: 0.8829, kappa: 0.7628, kb_relative_information_score: 759852.2686, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8829, predictive_accuracy: 0.883, prior_entropy: 1, recall: 0.883, relative_absolute_error: 0.2416, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.6374,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(trains)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.8961, kappa: 0.7922, kb_relative_information_score: 779339.9203, mean_absolute_error: 0.1118, 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: 0.2236, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.5849,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(hypothyroid,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5331, f_measure: 0.8922, kappa: 0.0842, kb_relative_information_score: 473758.5894, mean_absolute_error: 0.2569, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8821, predictive_accuracy: 0.9238, prior_entropy: 2, recall: 0.9238, relative_absolute_error: 0.685, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7489,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vehicle,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8503, f_measure: 0.6463, kappa: 0.5367, kb_relative_information_score: 342249.5384, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.6483, predictive_accuracy: 0.6522, prior_entropy: 2, recall: 0.6522, relative_absolute_error: 0.7893, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3699, root_relative_squared_error: 0.8542,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(hepatitis,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8929, f_measure: 0.9053, kappa: 0.7065, kb_relative_information_score: 808595.7173, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9049, predictive_accuracy: 0.9078, prior_entropy: 1, recall: 0.9078, relative_absolute_error: 0.193, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2801, root_relative_squared_error: 0.5603,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vote)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.961, kappa: 0.9177, kb_relative_information_score: 120478.943, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.5, number_of_instances: 131072, precision: 0.961, predictive_accuracy: 0.9609, prior_entropy: 1, recall: 0.9609, relative_absolute_error: 0.0815, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.3702,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(cmc,nominal,55296)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.657, f_measure: 0.486, kappa: 0.2023, kb_relative_information_score: 13730.0224, mean_absolute_error: 0.3769, mean_prior_absolute_error: 0.4444, number_of_instances: 55296, precision: 0.4943, predictive_accuracy: 0.4886, prior_entropy: 1.585, recall: 0.4886, relative_absolute_error: 0.8481, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4635, root_relative_squared_error: 0.9833,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.9932, f_measure: 0.948, kappa: 0.9423, kb_relative_information_score: 291753.8297, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.948, predictive_accuracy: 0.9481, prior_entropy: 3.3219, recall: 0.9481, relative_absolute_error: 0.8932, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2721, root_relative_squared_error: 0.9069,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.9125, f_measure: 0.8749, kappa: 0.7484, kb_relative_information_score: 738621.3717, mean_absolute_error: 0.1318, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8787, predictive_accuracy: 0.8745, prior_entropy: 1, recall: 0.8745, relative_absolute_error: 0.2636, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3302, root_relative_squared_error: 0.6605,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(dermatology,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9846, kappa: 0.9807, kb_relative_information_score: 383661.1547, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9846, predictive_accuracy: 0.9846, prior_entropy: 2.585, recall: 0.9846, relative_absolute_error: 0.8021, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3098, root_relative_squared_error: 0.8313,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(pendigits,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.887, kappa: 0.8745, kb_relative_information_score: 282092.0162, mean_absolute_error: 0.1616, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.8872, predictive_accuracy: 0.8871, prior_entropy: 3.3219, recall: 0.8871, relative_absolute_error: 0.8975, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2732, root_relative_squared_error: 0.9108,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.899, f_measure: 0.8112, kappa: 0.6122, kb_relative_information_score: 562385.9786, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8112, predictive_accuracy: 0.8118, prior_entropy: 1, recall: 0.8118, relative_absolute_error: 0.4527, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3583, root_relative_squared_error: 0.7166,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(mushroom)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9809, kappa: 0.9617, kb_relative_information_score: 948508.9276, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9809, predictive_accuracy: 0.9809, prior_entropy: 1, recall: 0.9809, relative_absolute_error: 0.0546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.2447,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.9212, f_measure: 0.7443, kappa: 0.6649, kb_relative_information_score: 313272.3574, mean_absolute_error: 0.2347, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.74, predictive_accuracy: 0.7523, prior_entropy: 2.585, recall: 0.7523, relative_absolute_error: 0.8449, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.8731,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.7174, f_measure: 0.8986, kappa: 0.4443, kb_relative_information_score: 120432.013, mean_absolute_error: 0.2445, mean_prior_absolute_error: 0.32, number_of_instances: 295245, precision: 0.8916, predictive_accuracy: 0.9133, prior_entropy: 2.3219, recall: 0.9133, relative_absolute_error: 0.764, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.8096,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.9303, f_measure: 0.76, kappa: 0.6847, kb_relative_information_score: 319211.7162, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.7566, predictive_accuracy: 0.7666, prior_entropy: 2.585, recall: 0.7666, relative_absolute_error: 0.8415, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.8696,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.8732, f_measure: 0.8649, kappa: 0.7329, kb_relative_information_score: 485551.1809, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.8636, predictive_accuracy: 0.867, prior_entropy: 2.3219, recall: 0.867, relative_absolute_error: 0.6992, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3078, root_relative_squared_error: 0.7694,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(soybean)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.889, kappa: 0.8784, kb_relative_information_score: 230352.0663, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.0997, number_of_instances: 1000000, precision: 0.8904, predictive_accuracy: 0.889, prior_entropy: 4.2479, recall: 0.889, relative_absolute_error: 0.946, root_mean_prior_squared_error: 0.2233, root_mean_squared_error: 0.2131, root_relative_squared_error: 0.9543,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(sonar,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8564, kappa: 0.7114, kb_relative_information_score: 670556.471, mean_absolute_error: 0.1694, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8564, predictive_accuracy: 0.8563, prior_entropy: 1, recall: 0.8563, relative_absolute_error: 0.3388, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.6588,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.7878, f_measure: 0.8216, kappa: 0.5458, kb_relative_information_score: 359318.7485, mean_absolute_error: 0.2271, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.819, predictive_accuracy: 0.8286, prior_entropy: 2.585, recall: 0.8286, relative_absolute_error: 0.8175, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.318, root_relative_squared_error: 0.8532,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.9667, f_measure: 0.786, kappa: 0.7628, kb_relative_information_score: 273109.3322, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7856, predictive_accuracy: 0.7865, prior_entropy: 3.3219, recall: 0.7865, relative_absolute_error: 0.9018, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2752, root_relative_squared_error: 0.9173,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(colic,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.8848, kappa: 0.7519, kb_relative_information_score: 754148.8382, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8848, predictive_accuracy: 0.8854, prior_entropy: 1, recall: 0.8854, relative_absolute_error: 0.2496, 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_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(segment)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9652, f_measure: 0.858, kappa: 0.8338, kb_relative_information_score: 330936.9425, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.86, predictive_accuracy: 0.8576, prior_entropy: 2.8074, recall: 0.8576, relative_absolute_error: 0.8475, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3049, root_relative_squared_error: 0.8713,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(optdigits)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9372, kappa: 0.9301, kb_relative_information_score: 291250.7586, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.9374, predictive_accuracy: 0.9371, prior_entropy: 3.3219, recall: 0.9371, relative_absolute_error: 0.8934, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2725, root_relative_squared_error: 0.9083,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(sick,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5048, f_measure: 0.9099, kappa: 0.0168, kb_relative_information_score: 875700.1223, mean_absolute_error: 0.0622, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9, predictive_accuracy: 0.9378, prior_entropy: 1, recall: 0.9378, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.4986,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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_W ... KAClassifier_SMO_PolyKernel(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: 0.7141, f_measure: 0.7596, kappa: 0.4133, kb_relative_information_score: 536571.0947, mean_absolute_error: 0.2317, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.758, predictive_accuracy: 0.7682, prior_entropy: 1, recall: 0.7682, relative_absolute_error: 0.4634, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.478, root_relative_squared_error: 0.956,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.88, f_measure: 0.7955, kappa: 0.5403, kb_relative_information_score: 574696.9042, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.7948, predictive_accuracy: 0.7967, prior_entropy: 1, recall: 0.7967, relative_absolute_error: 0.4319, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3787, root_relative_squared_error: 0.7574,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8653, f_measure: 0.4807, kappa: 0.4297, kb_relative_information_score: 202835.0876, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4804, predictive_accuracy: 0.4816, prior_entropy: 3.4594, recall: 0.4816, relative_absolute_error: 0.9356, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2728, root_relative_squared_error: 0.9488,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set pokerhand
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6068, f_measure: 0.5765, kappa: 0.2452, kb_relative_information_score: 373749.2185, mean_absolute_error: 0.1419, mean_prior_absolute_error: 0.18, number_of_instances: 829201, precision: 0.5746, predictive_accuracy: 0.59, prior_entropy: 3.3219, recall: 0.59, relative_absolute_error: 0.7884, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2615, root_relative_squared_error: 0.8716,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set vehicle_sensIT
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8812, f_measure: 0.8486, kappa: 0.6988, kb_relative_information_score: 67752.5293, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8565, predictive_accuracy: 0.8494, prior_entropy: 1, recall: 0.8494, relative_absolute_error: 0.3151, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3668, root_relative_squared_error: 0.7337,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set AirlinesCodrnaAdult
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7979, f_measure: 0.7948, kappa: 0.5842, kb_relative_information_score: 632533.4377, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.5, number_of_instances: 1076790, precision: 0.7953, predictive_accuracy: 0.7945, prior_entropy: 1, recall: 0.7945, relative_absolute_error: 0.413, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4497, root_relative_squared_error: 0.8995,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set Hyperplane_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.9075, kappa: 0.815, kb_relative_information_score: 633778.21, mean_absolute_error: 0.1775, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9075, predictive_accuracy: 0.9075, prior_entropy: 2.3219, recall: 0.9075, relative_absolute_error: 0.5548, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2819, root_relative_squared_error: 0.7046,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set covertype
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7514, f_measure: 0.8295, kappa: 0.7267, kb_relative_information_score: 281295.195, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.2449, number_of_instances: 581012, precision: 0.8318, predictive_accuracy: 0.8337, prior_entropy: 2.8074, recall: 0.8337, relative_absolute_error: 0.7218, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2859, root_relative_squared_error: 0.8169,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.9472, f_measure: 0.8333, kappa: 0.7507, kb_relative_information_score: 504607.1346, mean_absolute_error: 0.2731, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.8333, predictive_accuracy: 0.8338, prior_entropy: 1.585, recall: 0.8338, relative_absolute_error: 0.6144, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.7065,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_0_0
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7848, f_measure: 0.4977, kappa: 0.3664, kb_relative_information_score: 277484.0636, mean_absolute_error: 0.2742, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.4828, predictive_accuracy: 0.5225, prior_entropy: 2.3219, recall: 0.5225, relative_absolute_error: 0.8569, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3635, root_relative_squared_error: 0.9088,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set CovPokElec
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6331, f_measure: 0.6717, kappa: 0.4403, kb_relative_information_score: 722050.8568, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.18, number_of_instances: 1455525, precision: 0.6833, predictive_accuracy: 0.6776, prior_entropy: 3.3219, recall: 0.6776, relative_absolute_error: 0.7456, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.8449,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.5425, kappa: 0.0001, kb_relative_information_score: 340510, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.5601, predictive_accuracy: 0.6703, prior_entropy: 1, recall: 0.6703, relative_absolute_error: 0.6595, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5742, root_relative_squared_error: 1.1485,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set airlines
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6425, f_measure: 0.6484, kappa: 0.2867, kb_relative_information_score: 161399, mean_absolute_error: 0.3504, mean_prior_absolute_error: 0.5, number_of_instances: 539383, precision: 0.648, predictive_accuracy: 0.6496, prior_entropy: 1, recall: 0.6496, relative_absolute_error: 0.7008, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5919, root_relative_squared_error: 1.1839,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(letter,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8937, f_measure: 0.4844, kappa: 0.4662, kb_relative_information_score: 164844.8934, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4909, predictive_accuracy: 0.4868, prior_entropy: 4.7004, recall: 0.4868, relative_absolute_error: 0.9709, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.9758,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(vowel,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8653, f_measure: 0.4807, kappa: 0.4297, kb_relative_information_score: 202835.0876, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.1653, number_of_instances: 1000000, precision: 0.4804, predictive_accuracy: 0.4816, prior_entropy: 3.4594, recall: 0.4816, relative_absolute_error: 0.9356, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2728, root_relative_squared_error: 0.9488,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set codrnaNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9613, f_measure: 0.9509, kappa: 0.8897, kb_relative_information_score: 439868.1475, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.5, number_of_instances: 488565, precision: 0.951, predictive_accuracy: 0.9508, prior_entropy: 1, recall: 0.9508, relative_absolute_error: 0.1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.4227,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set LED(50000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.7381, kappa: 0.7079, kb_relative_information_score: 267720.593, mean_absolute_error: 0.1627, mean_prior_absolute_error: 0.18, number_of_instances: 1000000, precision: 0.7397, predictive_accuracy: 0.7371, prior_entropy: 3.3219, recall: 0.7371, relative_absolute_error: 0.9038, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2759, root_relative_squared_error: 0.9197,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(zoo,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9378, kappa: 0.9194, kb_relative_information_score: 344261.5726, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.9377, predictive_accuracy: 0.9384, prior_entropy: 2.8074, recall: 0.9384, relative_absolute_error: 0.84, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.302, root_relative_squared_error: 0.8629,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-3
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8051, f_measure: 0.4996, kappa: 0.3672, kb_relative_information_score: 275042.8457, mean_absolute_error: 0.2746, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5033, predictive_accuracy: 0.5239, prior_entropy: 2.3219, recall: 0.5239, relative_absolute_error: 0.8582, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.3617, root_relative_squared_error: 0.9044,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set RandomRBF_10_1E-4
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8196, f_measure: 0.519, kappa: 0.3815, kb_relative_information_score: 283316.631, mean_absolute_error: 0.2724, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.5369, predictive_accuracy: 0.5342, prior_entropy: 2.3219, recall: 0.5342, relative_absolute_error: 0.8514, 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_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set vehicleNorm
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8813, f_measure: 0.8473, kappa: 0.6963, kb_relative_information_score: 67510.1516, mean_absolute_error: 0.1588, mean_prior_absolute_error: 0.5, number_of_instances: 98528, precision: 0.8557, predictive_accuracy: 0.8482, prior_entropy: 1, recall: 0.8482, relative_absolute_error: 0.3175, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3677, root_relative_squared_error: 0.7355,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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: 0.9381, kappa: 0.8761, kb_relative_information_score: 639601.7898, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.32, number_of_instances: 1000000, precision: 0.9381, predictive_accuracy: 0.9381, prior_entropy: 2.3219, recall: 0.9381, relative_absolute_error: 0.5486, root_mean_prior_squared_error: 0.4, root_mean_squared_error: 0.2785, root_relative_squared_error: 0.6963,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(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_W ... KAClassifier_SMO_PolyKernel(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_W ... KAClassifier_SMO_PolyKernel(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_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal,nominal,1000000)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9063, f_measure: 0.9159, kappa: 0.7925, kb_relative_information_score: 372585.2734, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9154, predictive_accuracy: 0.9177, prior_entropy: 2.585, recall: 0.9177, relative_absolute_error: 0.8091, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3144, root_relative_squared_error: 0.8435,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set meta_stream_intervals.arff
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.8704, kappa: 0.8151, kb_relative_information_score: 12563.5199, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.142, number_of_instances: 45164, precision: 0.8712, predictive_accuracy: 0.8723, prior_entropy: 3.7004, recall: 0.8723, relative_absolute_error: 0.9064, root_mean_prior_squared_error: 0.2665, root_mean_squared_error: 0.2486, root_relative_squared_error: 0.9331,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.9153, kappa: 0.8303, kb_relative_information_score: 818546.0667, mean_absolute_error: 0.092, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9153, predictive_accuracy: 0.9153, prior_entropy: 1, recall: 0.9153, relative_absolute_error: 0.1841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.265, root_relative_squared_error: 0.53,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9293, f_measure: 0.8755, kappa: 0.7504, kb_relative_information_score: 730023.579, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8755, predictive_accuracy: 0.8755, prior_entropy: 1, recall: 0.8755, relative_absolute_error: 0.2746, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.6302,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(lymph,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.8789, kappa: 0.7756, kb_relative_information_score: 452579.2603, mean_absolute_error: 0.2639, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8776, predictive_accuracy: 0.8809, prior_entropy: 2, recall: 0.8809, relative_absolute_error: 0.7037, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.7566,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9032, f_measure: 0.6979, kappa: 0.6152, kb_relative_information_score: 291181.7074, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6956, predictive_accuracy: 0.706, prior_entropy: 2.8074, recall: 0.706, relative_absolute_error: 0.8699, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3131, root_relative_squared_error: 0.8949,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.836, f_measure: 0.5904, kappa: 0.472, kb_relative_information_score: 268325.9655, mean_absolute_error: 0.216, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.587, predictive_accuracy: 0.596, prior_entropy: 2.8074, recall: 0.596, relative_absolute_error: 0.8821, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3185, root_relative_squared_error: 0.9103,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(lymph,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9574, f_measure: 0.8987, kappa: 0.8141, kb_relative_information_score: 459769.1971, mean_absolute_error: 0.2618, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8981, predictive_accuracy: 0.9016, prior_entropy: 2, recall: 0.9016, relative_absolute_error: 0.6982, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.745,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(lymph,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9496, f_measure: 0.8888, kappa: 0.7947, kb_relative_information_score: 456349.5307, mean_absolute_error: 0.2628, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8877, predictive_accuracy: 0.8913, prior_entropy: 2, recall: 0.8913, relative_absolute_error: 0.7008, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3249, root_relative_squared_error: 0.7504,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9032, f_measure: 0.6928, kappa: 0.6106, kb_relative_information_score: 293658.3241, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6906, predictive_accuracy: 0.7033, prior_entropy: 2.8074, recall: 0.7033, relative_absolute_error: 0.8684, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.313, root_relative_squared_error: 0.8944,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.9157, kappa: 0.8312, kb_relative_information_score: 818069.2804, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9159, predictive_accuracy: 0.9157, prior_entropy: 1, recall: 0.9157, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.263, root_relative_squared_error: 0.526,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(audiology,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9508, f_measure: 0.7368, kappa: 0.7082, kb_relative_information_score: 202783.619, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0.7316, predictive_accuracy: 0.7493, prior_entropy: 4.585, recall: 0.7493, relative_absolute_error: 0.9604, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.9677,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.9157, kappa: 0.8312, kb_relative_information_score: 818069.2804, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9159, predictive_accuracy: 0.9157, prior_entropy: 1, recall: 0.9157, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.263, root_relative_squared_error: 0.526,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(audiology,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.7577, kappa: 0.7314, kb_relative_information_score: 203562.2475, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0.7528, predictive_accuracy: 0.7687, prior_entropy: 4.585, recall: 0.7687, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.9676,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(letter,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.847, f_measure: 0.385, kappa: 0.3614, kb_relative_information_score: 151583.8948, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3861, predictive_accuracy: 0.386, prior_entropy: 4.7004, recall: 0.386, relative_absolute_error: 0.9742, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.98,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.9157, kappa: 0.8312, kb_relative_information_score: 818069.2804, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.9159, predictive_accuracy: 0.9157, prior_entropy: 1, recall: 0.9157, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.263, root_relative_squared_error: 0.526,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.6994, kappa: 0.6173, kb_relative_information_score: 291490.0073, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6971, predictive_accuracy: 0.7076, prior_entropy: 2.8074, recall: 0.7076, relative_absolute_error: 0.8697, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3131, root_relative_squared_error: 0.8947,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(autos,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9041, f_measure: 0.6994, kappa: 0.6173, kb_relative_information_score: 291490.0073, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6971, predictive_accuracy: 0.7076, prior_entropy: 2.8074, recall: 0.7076, relative_absolute_error: 0.8697, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3131, root_relative_squared_error: 0.8947,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(letter,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7773, f_measure: 0.2569, kappa: 0.229, kb_relative_information_score: 125482.2191, mean_absolute_error: 0.0725, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.2563, predictive_accuracy: 0.2587, prior_entropy: 4.7004, recall: 0.2587, relative_absolute_error: 0.9801, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.9858,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.8961, kappa: 0.7438, kb_relative_information_score: 369516.5896, mean_absolute_error: 0.2253, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8947, predictive_accuracy: 0.9008, prior_entropy: 2.585, recall: 0.9008, relative_absolute_error: 0.8109, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.8454,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8851, f_measure: 0.8961, kappa: 0.7438, kb_relative_information_score: 369516.5896, mean_absolute_error: 0.2253, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8947, predictive_accuracy: 0.9008, prior_entropy: 2.585, recall: 0.9008, relative_absolute_error: 0.8109, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.8454,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9252, f_measure: 0.923, kappa: 0.8078, kb_relative_information_score: 372742.4321, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9227, predictive_accuracy: 0.9242, prior_entropy: 2.585, recall: 0.9242, relative_absolute_error: 0.8089, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.314, root_relative_squared_error: 0.8426,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8935, f_measure: 0.9038, kappa: 0.763, kb_relative_information_score: 370814.8507, mean_absolute_error: 0.225, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9025, predictive_accuracy: 0.9082, prior_entropy: 2.585, recall: 0.9082, relative_absolute_error: 0.8101, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3147, root_relative_squared_error: 0.8443,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, f_measure: 0.8875, kappa: 0.7923, kb_relative_information_score: 455738.6062, mean_absolute_error: 0.263, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8864, predictive_accuracy: 0.8901, prior_entropy: 2, recall: 0.8901, relative_absolute_error: 0.7013, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3253, root_relative_squared_error: 0.7513,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.699, kappa: 0.6167, kb_relative_information_score: 291397.9635, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6968, predictive_accuracy: 0.7071, prior_entropy: 2.8074, recall: 0.7071, relative_absolute_error: 0.8697, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3131, root_relative_squared_error: 0.8947,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(letter,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8588, f_measure: 0.411, kappa: 0.3886, kb_relative_information_score: 156385.3949, mean_absolute_error: 0.072, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.4125, predictive_accuracy: 0.4122, prior_entropy: 4.7004, recall: 0.4122, relative_absolute_error: 0.9731, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1883, root_relative_squared_error: 0.979,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.9227, kappa: 0.8071, kb_relative_information_score: 372727.9239, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9224, predictive_accuracy: 0.9239, prior_entropy: 2.585, recall: 0.9239, relative_absolute_error: 0.8089, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.314, root_relative_squared_error: 0.8426,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9362, f_measure: 0.8852, kappa: 0.77, kb_relative_information_score: 752482.5054, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8854, predictive_accuracy: 0.8851, prior_entropy: 1, recall: 0.8851, relative_absolute_error: 0.2516, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3032, root_relative_squared_error: 0.6064,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, f_measure: 0.8851, kappa: 0.7699, kb_relative_information_score: 751916.6756, mean_absolute_error: 0.1261, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8853, predictive_accuracy: 0.885, prior_entropy: 1, recall: 0.885, relative_absolute_error: 0.2522, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3032, root_relative_squared_error: 0.6064,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.8217, kappa: 0.6427, kb_relative_information_score: 619542.5916, mean_absolute_error: 0.193, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8217, predictive_accuracy: 0.8218, prior_entropy: 1, recall: 0.8218, relative_absolute_error: 0.386, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3866, root_relative_squared_error: 0.7732,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(autos,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.7083, kappa: 0.6291, kb_relative_information_score: 294035.0595, mean_absolute_error: 0.2126, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.7061, predictive_accuracy: 0.7166, prior_entropy: 2.8074, recall: 0.7166, relative_absolute_error: 0.8682, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3126, root_relative_squared_error: 0.8934,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(letter,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8223, f_measure: 0.3393, kappa: 0.3147, kb_relative_information_score: 142304.7777, mean_absolute_error: 0.0722, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3394, predictive_accuracy: 0.3411, prior_entropy: 4.7004, recall: 0.3411, relative_absolute_error: 0.9763, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.9821,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.7986, kappa: 0.6224, kb_relative_information_score: 421877.3899, mean_absolute_error: 0.2728, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.801, predictive_accuracy: 0.7964, prior_entropy: 2, recall: 0.7964, relative_absolute_error: 0.7276, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.344, root_relative_squared_error: 0.7944,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(kr-vs-kp,1000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, f_measure: 0.8853, kappa: 0.7704, kb_relative_information_score: 752199.4132, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.5, number_of_instances: 1000000, precision: 0.8856, predictive_accuracy: 0.8853, prior_entropy: 1, recall: 0.8853, relative_absolute_error: 0.2519, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3032, root_relative_squared_error: 0.6064,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(letter,10000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8473, f_measure: 0.3858, kappa: 0.3622, kb_relative_information_score: 151701.9396, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.074, number_of_instances: 1000000, precision: 0.3869, predictive_accuracy: 0.3868, prior_entropy: 4.7004, recall: 0.3868, relative_absolute_error: 0.9741, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.98,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(audiology,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9558, f_measure: 0.7596, kappa: 0.7318, kb_relative_information_score: 203642.9261, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0.7541, predictive_accuracy: 0.7684, prior_entropy: 4.585, recall: 0.7684, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.9678,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(lymph,1000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.8396, kappa: 0.7008, kb_relative_information_score: 438945.9083, mean_absolute_error: 0.2678, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.8392, predictive_accuracy: 0.8401, prior_entropy: 2, recall: 0.8401, relative_absolute_error: 0.7142, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3357, root_relative_squared_error: 0.7752,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(lymph,10000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9786, f_measure: 0.9333, kappa: 0.8786, kb_relative_information_score: 470785.7632, mean_absolute_error: 0.2587, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.933, predictive_accuracy: 0.9358, prior_entropy: 2, recall: 0.9358, relative_absolute_error: 0.6897, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3154, root_relative_squared_error: 0.7284,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(lymph,5000,1)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9733, f_measure: 0.924, kappa: 0.8608, kb_relative_information_score: 467620.6275, mean_absolute_error: 0.2596, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.9235, predictive_accuracy: 0.9263, prior_entropy: 2, recall: 0.9263, relative_absolute_error: 0.6922, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.7339,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(autos,5000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8834, f_measure: 0.661, kappa: 0.5661, kb_relative_information_score: 282894.3305, mean_absolute_error: 0.2141, mean_prior_absolute_error: 0.2449, number_of_instances: 1000000, precision: 0.6585, predictive_accuracy: 0.669, prior_entropy: 2.8074, recall: 0.669, relative_absolute_error: 0.8744, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3149, root_relative_squared_error: 0.9,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(lymph,5000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.8881, kappa: 0.7935, kb_relative_information_score: 455930.9743, mean_absolute_error: 0.2629, mean_prior_absolute_error: 0.375, number_of_instances: 1000000, precision: 0.887, predictive_accuracy: 0.8907, prior_entropy: 2, recall: 0.8907, relative_absolute_error: 0.7011, root_mean_prior_squared_error: 0.433, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.7511,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.8779, kappa: 0.6963, kb_relative_information_score: 362817.5008, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.8792, predictive_accuracy: 0.877, prior_entropy: 2.585, recall: 0.877, relative_absolute_error: 0.8149, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3166, root_relative_squared_error: 0.8497,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(audiology,1000,10)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.7129, kappa: 0.6808, kb_relative_information_score: 201404.0723, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.0799, number_of_instances: 1000000, precision: 0.7074, predictive_accuracy: 0.7259, prior_entropy: 4.585, recall: 0.7259, relative_absolute_error: 0.9608, root_mean_prior_squared_error: 0.1998, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.9681,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_W ... KAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(anneal.ORIG,10000,5)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9154, f_measure: 0.9171, kappa: 0.7933, kb_relative_information_score: 372242.7531, mean_absolute_error: 0.2248, mean_prior_absolute_error: 0.2778, number_of_instances: 1000000, precision: 0.9165, predictive_accuracy: 0.9187, prior_entropy: 2.585, recall: 0.9187, relative_absolute_error: 0.8092, root_mean_prior_squared_error: 0.3727, root_mean_squared_error: 0.3142, root_relative_squared_error: 0.8431,