VTREAT library up on CRAN
September 6, 2015
The purpose of the vtreat library is to reliably prepare data for supervised machine learning. We try to leave as much as possible to the machine learning algorithms themselves, but cover most of the truly necessary typically ignored precautions. The library is designed to produce a data.frame that is entirely numeric and takes common precautions to guard against the following real world data issues…
Read more details about the library, including how to install it from CRAN or from github, at the Win-Vector blog, here.