Estimating generalization error on two-class datasets using out-of-bag estimates

DOI10.1023/A:1013964023376zbMath0998.68124MaRDI QIDQ5959944

Tom Bylander

Publication date: 11 April 2002

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

zbMATH Keywords

cross-validationbagging

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (6)

Bundling classifiers by bagging trees ⋮ Navigating random forests and related advances in algorithmic modeling ⋮ Out-of-Bag Estimation of the Optimal Hyperparameter in SubBag Ensemble Method ⋮ Tree aggregation for random forest class probability estimation ⋮ Empirical characterization of random forest variable importance measures ⋮ A weighted random forests approach to improve predictive performance

Uses Software

• UCI-ml

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