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Multivariate Biomarker Discovery from Part II - Regression Methods for Estimation
Published online by Cambridge University Press: 30 May 2024
Chapter 8 presents random forests for regression, which – at least in some situations – may outperform the least-squares-based regression methods. The chapter discusses bagging in the context of regression applications of random forests, the algorithm for splitting nodes in regression trees, and the variable importance metrics applicable to regression.
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