A Conversaton with Leo Breiman

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

1997 • 18,426 citations

Bagging predictors

1996 • 14,995 citations

Arcing classifier (with discussion and a rejoinder by the author)

1998 • 1,063 citations

Estimating Optimal Transformations for Multiple Regression and Correlation

1985 • 439 citations

The Individual Ergodic Theorem of Information Theory

1957 • 276 citations

Combinations of weak classifiers

1997 • 165 citations

The ∏ Method for Estimating Multivariate Functions from Noisy Data

1991 • 103 citations

The Poisson Tendency in Traffic Distribution

1963 • 84 citations

The Little Bootstrap and Other Methods for Dimensionality Selection in Regression: X-Fixed Prediction Error

1992 • 52 citations