Concepedia

A performance comparison of modern statistical techniques for molecular descriptor selection and retention prediction in chromatographic QSRR studies

Tim Hancock, R. Put, D. Coomans, Yvan Vander Heyden, Yvette Everingham

Chemometrics and Intelligent Laboratory Systems · 2005 · 140 citations · 37 references

DOI

Concepts

References

37

Random Forests

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

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

, , +17

Classification and Regression Trees.

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

, , +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

, , +14

Bagging Predictors

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