Resampling and bootstrap algorithms to assess the relevance of variables: applications to cross section entrepreneurship data

Random Forests

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

Bootstrap Methods: Another Look at the Jackknife

B. Efron · The Annals of Statistics · 1979 · 17.4K citations · Full text

Public Health, Biostatistics, Statistical Computing +15

Bagging Predictors

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

A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection

Ron Kohavi · 1995 · 10.7K citations · Full text

Computing, Computer Science, Data Mining +13

Wrappers for feature subset selection

Ron Kohavi, George H. John · Artificial Intelligence · 1997 · 8.9K citations

Computing, Computer Science, Data Science +10