R Programming By Example

Training models with cross validation

In this section, we will efficiently train our first predictive model for this example and build the corresponding confusion matrix. Most of the functionality comes from the excellent caret package. You can find more information on the vast features within this package that we will not explore in this book in its documentation (http://topepo.github.io/caret/index.html).