As I work on practicing and solving machine learning (ML) problems, I find myself repeating a set of steps and activities repeatedly.
Thanks to Dr. Jason Brownlee’s suggestions on creating a machine learning template, I have pulled together a set of project templates that can be used to support regression ML problems using R.
Version 2 of the templates contain time stamps at various locations within the script. I have been using the timing benchmarks to test my modeling and tuning efficiency. You will find the templates on the Machine Learning Project Templates page.
You can also check out the templates and sample HTML-formatted reports here on GitHub.