A data-driven method for the estimation of shallow landslide runout

Classification and Regression Trees.

Alexander Gordon, Leo Breiman, Jerome H. Friedman et al. · Biometrics · 1984 · 23.9K citations

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A general and simple method for obtaining <i>R</i> ² from generalized linear mixed‐effects models

Shinichi Nakagawa, Holger Schielzeth · Methods in Ecology and Evolution · 2012 · 10.2K citations · Full text

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Multivariate Adaptive Regression Splines

Jerome H. Friedman · The Annals of Statistics · 1991 · 8.1K citations · Full text

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Advantages of the mean absolute error (MAE) over the root mean square error (RMSE) in assessing average model performance

C. J. Willmott, Kenji Matsuura · Climate Research · 2005 · 6.1K citations · Full text

Natural Sciences, Environmental Sciences, Geography +15

A random forest guided tour

Gérard Biau, Erwan Scornet · Test · 2016 · 3.9K citations · Full text

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