Task
Supervised Data Stream Classification on BNG(solar-flare)

Supervised Data Stream Classification on BNG(solar-flare)

Task 7276 Supervised Data Stream Classification BNG(solar-flare) 45 runs submitted
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Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_LMT(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8828, f_measure: 0.9736, kappa: 0.3072, kb_relative_information_score: 625761.5988, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9728, predictive_accuracy: 0.9785, prior_entropy: 1, recall: 0.9785, relative_absolute_error: 0.0608, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.2629,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7245, f_measure: 0.9703, kappa: 0.2, kb_relative_information_score: 622716.8399, mean_absolute_error: 0.0333, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9686, predictive_accuracy: 0.9769, prior_entropy: 1, recall: 0.9769, relative_absolute_error: 0.0666, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.141, root_relative_squared_error: 0.2821,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.9622, kappa: 0.3177, kb_relative_information_score: 596451.539, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9712, predictive_accuracy: 0.9552, prior_entropy: 1, recall: 0.9552, relative_absolute_error: 0.1045, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.3785,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.9736, kappa: 0.2977, kb_relative_information_score: 621648.5744, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9733, predictive_accuracy: 0.9789, prior_entropy: 1, recall: 0.9789, relative_absolute_error: 0.0694, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.2588,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_DecisionStump(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8042, f_measure: 0.9657, kb_relative_information_score: 615409.7354, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.081, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1425, root_relative_squared_error: 0.2851,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9657, kb_relative_information_score: 633088, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.303,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SGD(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9657, kb_relative_information_score: 633088, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.303,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_SPegasos(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9657, kb_relative_information_score: 633088, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.303,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8264, f_measure: 0.9698, kappa: 0.164, kb_relative_information_score: 618789.8084, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9698, predictive_accuracy: 0.9776, prior_entropy: 1, recall: 0.9776, relative_absolute_error: 0.0751, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1374, root_relative_squared_error: 0.2748,
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(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, f_measure: 0.9713, kappa: 0.2001, kb_relative_information_score: 634667.9525, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9745, predictive_accuracy: 0.9789, prior_entropy: 1, recall: 0.9789, relative_absolute_error: 0.0439, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1349, root_relative_squared_error: 0.2698,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7828, f_measure: 0.9657, kb_relative_information_score: 612030.763, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0878, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.2894,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9657, kappa: 0.0001, kb_relative_information_score: 633064, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9563, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1516, root_relative_squared_error: 0.3031,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8863, f_measure: 0.9668, kappa: 0.0458, kb_relative_information_score: 617545.3148, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9667, predictive_accuracy: 0.9771, prior_entropy: 1, recall: 0.9771, relative_absolute_error: 0.0769, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1377, root_relative_squared_error: 0.2753,
Jan van Rijn 10 years ago
ran flow moa.Perceptron(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7219, f_measure: 0.9697, kappa: 0.1524, kb_relative_information_score: 633380.014, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9706, predictive_accuracy: 0.9778, prior_entropy: 1, recall: 0.9778, relative_absolute_error: 0.0457, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.146, root_relative_squared_error: 0.292,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_JRip(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5333, f_measure: 0.9681, kappa: 0.1123, kb_relative_information_score: 618516.5877, mean_absolute_error: 0.0376, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9656, predictive_accuracy: 0.9764, prior_entropy: 1, recall: 0.9764, relative_absolute_error: 0.0752, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1516, root_relative_squared_error: 0.3033,
Jan van Rijn 10 years ago
ran flow moa.ADACC_NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9096, f_measure: 0.9568, kappa: 0.2834, kb_relative_information_score: 575564.9245, mean_absolute_error: 0.0698, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9706, predictive_accuracy: 0.9463, prior_entropy: 1, recall: 0.9463, relative_absolute_error: 0.1395, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.4125,
Jan van Rijn 10 years ago
ran flow moa.DecisionStump(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8043, f_measure: 0.9657, kb_relative_information_score: 615391.621, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.081, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.2851,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingOptionTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.9782, kappa: 0.4493, kb_relative_information_score: 629391.5401, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9778, predictive_accuracy: 0.9813, prior_entropy: 1, recall: 0.9813, relative_absolute_error: 0.0557, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1225, root_relative_squared_error: 0.245,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_ORTO(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9657, kb_relative_information_score: 633088, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.303,
Jan van Rijn 10 years ago
ran flow moa.ORTO(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9657, kb_relative_information_score: 633088, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.303,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9657, kb_relative_information_score: 612755.1005, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0874, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1509, root_relative_squared_error: 0.3018,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_SMO_PolyKernel(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5197, f_measure: 0.9678, kappa: 0.0738, kb_relative_information_score: 633090, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9745, predictive_accuracy: 0.9778, prior_entropy: 1, recall: 0.9778, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1503, root_relative_squared_error: 0.3005,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_LinearRegression(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9657, kb_relative_information_score: 632130, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0474, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1526, root_relative_squared_error: 0.3053,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.9642, kappa: 0.2998, kb_relative_information_score: 603207.5067, mean_absolute_error: 0.0468, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9693, predictive_accuracy: 0.9599, prior_entropy: 1, recall: 0.9599, relative_absolute_error: 0.0937, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1786, root_relative_squared_error: 0.3572,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_OneR(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9657, kb_relative_information_score: 632130, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0474, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1526, root_relative_squared_error: 0.3053,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_REPTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9657, kb_relative_information_score: 612755.1005, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0874, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1509, root_relative_squared_error: 0.3018,
Jan van Rijn 10 years ago
ran flow moa.WEKAClassifier_J48(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9657, kb_relative_information_score: 612755.1005, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0874, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1509, root_relative_squared_error: 0.3018,
Jan van Rijn 10 years ago
ran flow moa.SPegasos(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9657, kb_relative_information_score: 633088, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.303,
Jan van Rijn 10 years ago
ran flow moa.MajorityClass(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4981, f_measure: 0.9657, kb_relative_information_score: 612025.7268, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0894, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1498, root_relative_squared_error: 0.2995,
Jan van Rijn 10 years ago
ran flow moa.NoChange(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.955, kappa: -0.0022, kb_relative_information_score: 603894, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.955, predictive_accuracy: 0.955, prior_entropy: 1, recall: 0.955, relative_absolute_error: 0.0899, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.212, root_relative_squared_error: 0.424,
Jan van Rijn 10 years ago
ran flow moa.RandomHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.9726, kappa: 0.2551, kb_relative_information_score: 622286.902, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9732, predictive_accuracy: 0.9788, prior_entropy: 1, recall: 0.9788, relative_absolute_error: 0.0681, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.134, root_relative_squared_error: 0.2679,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingAdaptiveTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9459, f_measure: 0.9785, kappa: 0.4592, kb_relative_information_score: 629901.6423, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9779, predictive_accuracy: 0.9812, prior_entropy: 1, recall: 0.9812, relative_absolute_error: 0.0546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1228, root_relative_squared_error: 0.2456,
Jan van Rijn 10 years ago
ran flow moa.FIMTDD(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9657, kb_relative_information_score: 633088, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.303,
Jan van Rijn 10 years ago
ran flow moa.ASHoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.9789, kappa: 0.4716, kb_relative_information_score: 630540.8088, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9783, predictive_accuracy: 0.9815, prior_entropy: 1, recall: 0.9815, relative_absolute_error: 0.0534, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.121, root_relative_squared_error: 0.2421,
Jan van Rijn 10 years ago
ran flow moa.RuleClassifier(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7797, f_measure: 0.9658, kappa: 0.0049, kb_relative_information_score: 614373.3949, mean_absolute_error: 0.0419, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9661, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0837, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1476, root_relative_squared_error: 0.2953,
Jan van Rijn 10 years ago
ran flow moa.OzaBoostAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.915, f_measure: 0.9779, kappa: 0.4568, kb_relative_information_score: 586051.8078, mean_absolute_error: 0.0689, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.977, predictive_accuracy: 0.9803, prior_entropy: 1, recall: 0.9803, relative_absolute_error: 0.1379, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1421, root_relative_squared_error: 0.2842,
Jan van Rijn 10 years ago
ran flow moa.OzaBoost_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, f_measure: 0.9799, kappa: 0.5235, kb_relative_information_score: 517488.6468, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9791, predictive_accuracy: 0.9811, prior_entropy: 1, recall: 0.9811, relative_absolute_error: 0.2618, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.3669,
Jan van Rijn 10 years ago
ran flow moa.OzaBagAdwin_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9786, kappa: 0.4473, kb_relative_information_score: 629692.1581, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9793, predictive_accuracy: 0.9822, prior_entropy: 1, recall: 0.9822, relative_absolute_error: 0.0556, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1167, root_relative_squared_error: 0.2335,
Jan van Rijn 10 years ago
ran flow moa.OzaBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.9788, kappa: 0.4524, kb_relative_information_score: 629890.3811, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9794, predictive_accuracy: 0.9822, prior_entropy: 1, recall: 0.9822, relative_absolute_error: 0.0552, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1166, root_relative_squared_error: 0.2331,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9625, f_measure: 0.9808, kappa: 0.5212, kb_relative_information_score: 633168.2995, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9807, predictive_accuracy: 0.9832, prior_entropy: 1, recall: 0.9832, relative_absolute_error: 0.0492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1149, root_relative_squared_error: 0.2298,
Jan van Rijn 10 years ago
ran flow moa.LeveragingBag_kNN(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8096, f_measure: 0.9658, kappa: 0.0027, kb_relative_information_score: 628707.0701, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9661, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0547, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.2861,
Jan van Rijn 10 years ago
ran flow moa.kNN(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8081, f_measure: 0.9658, kappa: 0.0028, kb_relative_information_score: 628707.1658, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.967, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0547, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.2862,
Jan van Rijn 10 years ago
ran flow moa.HoeffdingTree(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9504, f_measure: 0.9789, kappa: 0.4716, kb_relative_information_score: 630540.8088, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9783, predictive_accuracy: 0.9815, prior_entropy: 1, recall: 0.9815, relative_absolute_error: 0.0534, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.121, root_relative_squared_error: 0.2421,
Jan van Rijn 10 years ago
ran flow moa.SGD(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9657, kb_relative_information_score: 633088, mean_absolute_error: 0.023, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9546, predictive_accuracy: 0.977, prior_entropy: 1, recall: 0.977, relative_absolute_error: 0.0459, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.303,
Jan van Rijn 10 years ago
ran flow moa.NaiveBayes(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9315, f_measure: 0.9622, kappa: 0.3179, kb_relative_information_score: 596452.1762, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.5, number_of_instances: 663552, precision: 0.9712, predictive_accuracy: 0.9552, prior_entropy: 1, recall: 0.9552, relative_absolute_error: 0.1045, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.1892, root_relative_squared_error: 0.3785,

    Metric:

    Timeline

    Plotting contribution timeline

    Leaderboard

    Rank Name Top Score Entries Highest rank

    Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

    Challenge

    Given a dataset with a nominal target, various data samples of increasing size are defined. A model is build for each individual data sample; from this a learning curve can be drawn.

    Given inputs

    estimation_procedure Interleaved Test then Train
    source_data BNG(solar-flare) (1)
    target_feature X-class_flares_production_by_this_region

    Expected outputs

    evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
    predictions The desired output format Predictions (optional)

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