An efficient method to estimate bagging's generalization error

DOI10.1023/A:1007519102914zbMath0936.68090WikidataQ115720643 ScholiaQ115720643MaRDI QIDQ1289083

David H. Wolpert, William G. Macready

Publication date: 24 May 1999

Published in: Machine Learning (Search for Journal in Brave)

zbMATH Keywords

bagginglearning algorithm's performance

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (6)

Ten More Years of Error Rate Research ⋮ Double-bagging: Combining classifiers by bootstrap aggregation ⋮ Quantum Markovianity as a supervised learning task ⋮ Estimating residual variance in random forest regression ⋮ Ensembling classification models based on phalanxes of variables with applications in drug discovery ⋮ Out-of-Bag Estimation of the Optimal Hyperparameter in SubBag Ensemble Method

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