Vote-boosting ensembles

Random Forests

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

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 20.3K citations

Computing, Computer Science, Mathematics +14

Classification and Regression by randomForest

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

Computing, Computer Science, Data Mining +16

Bagging Predictors

Leo Breiman · Machine Learning · 1996 · 17K citations · Full text

Bagging predictors

Leo Breiman · Machine Learning · 1996 · 16.4K citations · Full text