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Tree-based prediction on incomplete data using imputation or surrogate decisions

Holger Cevallos-Valdiviezo, Stefan Van Aelst

Information Sciences · 2015 · 89 citations · 43 references

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43

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

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Classification and Regression Trees.

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

, , +13

Classification and Regression Trees.

John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations

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Classification and Regression by randomForest

Andy Liaw, Matthew C. Wiener · 2007 · 18.4K citations

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