The caret package (short for Classification And REgression Training) is a set of functions that attempt to streamline the process for creating predictive models. The package contains tools for: * data splitting * pre-processing * model tuning using resampling * variable importance estimation as well as other functionality. WWW: http://caret.r-forge.r-project.org/