Split the caret-based train/tune analysis into a long-running R script, which then saves an environment snapshot of analysis objects.  The Rmarkdown
analysis script then loads the trained and tune model output, and does further analysis, of the test set, etc.

Some changes in emphasis to the paper, and changed title.