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

Supervised Data Stream Classification on BNG(solar-flare)

Task 7277 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: 0.9781, f_measure: 0.9939, kappa: 0.3664, kb_relative_information_score: 991889.7957, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9938, predictive_accuracy: 0.9954, prior_entropy: 1.585, recall: 0.9954, relative_absolute_error: 0.0098, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0484, root_relative_squared_error: 0.1026,
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: 0.6996, f_measure: 0.9926, kappa: 0.196, kb_relative_information_score: 991269.6316, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9917, predictive_accuracy: 0.9943, prior_entropy: 1.585, recall: 0.9943, relative_absolute_error: 0.0099, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0585, root_relative_squared_error: 0.1241,
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: 0.9884, f_measure: 0.99, kappa: 0.3639, kb_relative_information_score: 978439.5476, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9948, predictive_accuracy: 0.9865, prior_entropy: 1.585, recall: 0.9865, relative_absolute_error: 0.0251, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0827, root_relative_squared_error: 0.1755,
Jan van Rijn 10 years ago
ran flow moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1) on task Supervised Data Stream Classification on data set BNG(solar-flare)
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.9933, kappa: 0.3084, kb_relative_information_score: 991602.8687, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9926, predictive_accuracy: 0.9947, prior_entropy: 1.585, recall: 0.9947, relative_absolute_error: 0.0097, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0551, root_relative_squared_error: 0.1169,
Jan van Rijn 10 years ago
ran flow moa.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: 0.8434, f_measure: 0.9932, kappa: 0.2754, kb_relative_information_score: 989082.1916, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9923, predictive_accuracy: 0.9948, prior_entropy: 1.585, recall: 0.9948, relative_absolute_error: 0.0136, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0549, root_relative_squared_error: 0.1165,
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: 0.9916, kb_relative_information_score: 992308.5634, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0612, root_relative_squared_error: 0.1298,
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: 0.5686, f_measure: 0.9928, kappa: 0.1996, kb_relative_information_score: 992990.7664, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9924, predictive_accuracy: 0.9949, prior_entropy: 1.585, recall: 0.9949, relative_absolute_error: 0.0077, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0584, root_relative_squared_error: 0.1239,
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: 0.9916, kb_relative_information_score: 992308.5634, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0612, root_relative_squared_error: 0.1298,
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: 0.8247, f_measure: 0.993, kappa: 0.2582, kb_relative_information_score: 990133.7606, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9922, predictive_accuracy: 0.9945, prior_entropy: 1.585, recall: 0.9945, relative_absolute_error: 0.012, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0557, root_relative_squared_error: 0.1181,
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: 0.5, f_measure: 0.9916, kb_relative_information_score: 992308.5634, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0612, root_relative_squared_error: 0.1298,
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: 0.8851, f_measure: 0.9916, kappa: 0.001, kb_relative_information_score: 989196.6845, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.989, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0134, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0593, root_relative_squared_error: 0.1258,
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: 0.5938, f_measure: 0.9925, kappa: 0.1675, kb_relative_information_score: 992166.4472, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9918, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0086, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0601, root_relative_squared_error: 0.1276,
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: 0.8155, f_measure: 0.9926, kappa: 0.1917, kb_relative_information_score: 989921.3914, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9917, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0122, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0568, root_relative_squared_error: 0.1206,
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: 0.8673, f_measure: 0.9946, kappa: 0.4764, kb_relative_information_score: 993873.3873, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9943, predictive_accuracy: 0.9957, prior_entropy: 1.585, recall: 0.9957, relative_absolute_error: 0.0068, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0523, root_relative_squared_error: 0.111,
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: 0.4998, f_measure: 0.9916, kb_relative_information_score: 988604.7766, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0139, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0629, root_relative_squared_error: 0.1334,
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: 0.9784, f_measure: 0.9837, kappa: 0.229, kb_relative_information_score: 954846.9365, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.994, predictive_accuracy: 0.9752, prior_entropy: 1.585, recall: 0.9752, relative_absolute_error: 0.054, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.2425,
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: 0.8431, f_measure: 0.9932, kappa: 0.2762, kb_relative_information_score: 989085.0629, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9924, predictive_accuracy: 0.9948, prior_entropy: 1.585, recall: 0.9948, relative_absolute_error: 0.0136, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0549, root_relative_squared_error: 0.1165,
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: 0.9753, f_measure: 0.9957, kappa: 0.5864, kb_relative_information_score: 992722.9956, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9954, predictive_accuracy: 0.9961, prior_entropy: 1.585, recall: 0.9961, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0466, root_relative_squared_error: 0.0988,
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: 0.9916, kb_relative_information_score: 992308.5634, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0612, root_relative_squared_error: 0.1298,
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: 0.9916, kb_relative_information_score: 992308.5634, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0612, root_relative_squared_error: 0.1298,
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: 0.4998, f_measure: 0.9916, kb_relative_information_score: 988604.7766, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0139, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0629, root_relative_squared_error: 0.1334,
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: 0.6163, f_measure: 0.9936, kappa: 0.3192, kb_relative_information_score: 626788.8745, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.993, predictive_accuracy: 0.9952, prior_entropy: 1.585, recall: 0.9952, relative_absolute_error: 0.5036, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2749, root_relative_squared_error: 0.5832,
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: 0.4998, f_measure: 0.9916, kb_relative_information_score: 991312.6706, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0094, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.063, root_relative_squared_error: 0.1336,
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: 0.9918, f_measure: 0.9947, kappa: 0.5369, kb_relative_information_score: 990271.1549, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9948, predictive_accuracy: 0.9948, prior_entropy: 1.585, recall: 0.9948, relative_absolute_error: 0.0111, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0531, root_relative_squared_error: 0.1127,
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: 0.4998, f_measure: 0.9916, kb_relative_information_score: 991312.6706, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0094, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.063, root_relative_squared_error: 0.1336,
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: 0.4998, f_measure: 0.9916, kb_relative_information_score: 988604.7766, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0139, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0629, root_relative_squared_error: 0.1334,
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: 0.4998, f_measure: 0.9916, kb_relative_information_score: 988604.7766, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0139, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0629, root_relative_squared_error: 0.1334,
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: 0.9916, kb_relative_information_score: 992308.5634, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0612, root_relative_squared_error: 0.1298,
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: 0.49, f_measure: 0.9916, kb_relative_information_score: 987222.6883, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0168, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0611, root_relative_squared_error: 0.1295,
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: 0.5, f_measure: 0.9888, kappa: 0.0003, kb_relative_information_score: 984692.4256, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9888, prior_entropy: 1.585, recall: 0.9888, relative_absolute_error: 0.0168, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0863, root_relative_squared_error: 0.1831,
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: 0.9287, f_measure: 0.9934, kappa: 0.2875, kb_relative_information_score: 989982.7885, mean_absolute_error: 0.0055, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9931, predictive_accuracy: 0.9949, prior_entropy: 1.585, recall: 0.9949, relative_absolute_error: 0.0123, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0545, root_relative_squared_error: 0.1156,
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: 0.9708, f_measure: 0.9956, kappa: 0.5785, kb_relative_information_score: 992825.7446, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9954, predictive_accuracy: 0.9961, prior_entropy: 1.585, recall: 0.9961, relative_absolute_error: 0.0088, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0471, root_relative_squared_error: 0.0999,
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: 0.9916, kb_relative_information_score: 992308.5634, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0084, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0612, root_relative_squared_error: 0.1298,
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: 0.9753, f_measure: 0.9957, kappa: 0.5864, kb_relative_information_score: 992722.9957, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9954, predictive_accuracy: 0.9961, prior_entropy: 1.585, recall: 0.9961, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0466, root_relative_squared_error: 0.0988,
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: 0.825, f_measure: 0.9916, kappa: -0, kb_relative_information_score: 986399.2745, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.018, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0607, root_relative_squared_error: 0.1287,
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: 0.9681, f_measure: 0.9955, kappa: 0.5606, kb_relative_information_score: 981960.5161, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9953, predictive_accuracy: 0.9961, prior_entropy: 1.585, recall: 0.9961, relative_absolute_error: 0.0255, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0514, root_relative_squared_error: 0.1089,
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: 0.9868, f_measure: 0.9959, kappa: 0.6114, kb_relative_information_score: 963600.1524, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9957, predictive_accuracy: 0.9963, prior_entropy: 1.585, recall: 0.9963, relative_absolute_error: 0.0542, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0602, root_relative_squared_error: 0.1277,
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: 0.991, f_measure: 0.9957, kappa: 0.5856, kb_relative_information_score: 992792.0293, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9955, predictive_accuracy: 0.9962, prior_entropy: 1.585, recall: 0.9962, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0445, root_relative_squared_error: 0.0944,
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: 0.991, f_measure: 0.9957, kappa: 0.5856, kb_relative_information_score: 992792.0293, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9955, predictive_accuracy: 0.9962, prior_entropy: 1.585, recall: 0.9962, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0445, root_relative_squared_error: 0.0944,
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: 0.9863, f_measure: 0.9961, kappa: 0.6269, kb_relative_information_score: 993479.1091, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9959, predictive_accuracy: 0.9965, prior_entropy: 1.585, recall: 0.9965, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0427, root_relative_squared_error: 0.0906,
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: 0.7049, f_measure: 0.9916, kb_relative_information_score: 992088.0073, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0088, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.06, root_relative_squared_error: 0.1272,
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: 0.7026, f_measure: 0.9916, kb_relative_information_score: 992088.0701, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9888, predictive_accuracy: 0.9944, prior_entropy: 1.585, recall: 0.9944, relative_absolute_error: 0.0088, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.06, root_relative_squared_error: 0.1272,
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: 0.9753, f_measure: 0.9957, kappa: 0.5864, kb_relative_information_score: 992722.9957, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9954, predictive_accuracy: 0.9961, prior_entropy: 1.585, recall: 0.9961, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0466, root_relative_squared_error: 0.0988,
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: 0.5677, f_measure: 0.9928, kappa: 0.1998, kb_relative_information_score: 992990.3603, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9924, predictive_accuracy: 0.9949, prior_entropy: 1.585, recall: 0.9949, relative_absolute_error: 0.0077, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0584, root_relative_squared_error: 0.1239,
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: 0.9886, f_measure: 0.9899, kappa: 0.3612, kb_relative_information_score: 978251.4132, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.4444, number_of_instances: 1000000, precision: 0.9948, predictive_accuracy: 0.9863, prior_entropy: 1.585, recall: 0.9863, relative_absolute_error: 0.0253, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.0832, root_relative_squared_error: 0.1765,

    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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