R

Feature Selection

Linksammlung

Decision Trees and Forests
Random forests for R for large data sets, optimized with parallel tree-growing and disk-based memory
Variable Importance by RF
Feature Selection Packages
http://alandgraf.blogspot.de/2012/07/random-forest-variable-importance.html
Caret Book
Big RF (Linux)
GBM
http://en.wikipedia.org/wiki/AdaBoost