Comments on: ``A random forest guided tour

DOI10.1007/s11749-016-0485-3zbMath1402.62139OpenAlexW2336157985MaRDI QIDQ5972097

Lucas K. Mentch, Giles Hooker

Publication date: 6 July 2016

Published in: Test (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11749-016-0485-3

zbMATH Keywords

extrapolationmachine learningrandom forestsvariable importance

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Optimal rates of convergence for nonparametric estimators
• Bootstrap bias corrections for ensemble methods
• Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
• Regression
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