Classification of bioaccumulative and non-bioaccumulative chemicals using statistical learning approaches

Random Forests

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

A Tutorial on Support Vector Machines for Pattern Recognition

Christopher J. C. Burges · Data Mining and Knowledge Discovery · 1998 · 16.4K citations

Computing, Computer Science, Data Mining +13

A training algorithm for optimal margin classifiers

Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik · 1992 · 11.6K citations

Computing, Computer Science, Computer Vision +16

Random Forest:  A Classification and Regression Tool for Compound Classification and QSAR Modeling

Vladimir Svetnik, Andy Liaw, Christopher Tong et al. · Journal of Chemical Information and Computer Sciences · 2003 · 3.6K citations

Computing, Medicinal Chemistry, Drug Discovery +16

Substituent Constants for Correlation Analysis in Chemistry and Biology.

Gordon L. Flynn · Journal of Pharmaceutical Sciences · 1980 · 2.8K citations

Pharmacy, Chemistry, Medicinal Chemistry +12