Wrappers for feature subset selection

Artificial intelligence: a modern approach

Choice Reviews Online · 1995 · 22.2K citations · Full text

Computing, Computer Science, Artificial Intelligence +13

Classification and Regression Trees.

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

Computing, Computer Science, Mathematics +13

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

Applied Regression Analysis

Technometrics · 2005 · 18.1K citations

Business, Biostatistics, Mathematics +17

Bagging Predictors

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