Combining Tidymodels and Caret for Machine Learning in R

The two main approaches to building machine learning models in R are caret and tidymodels. Having tried both, I found that I struggled to pick my favorite. There’s elements of both that made more intuitive sense to me than the other. I think it’s a product of having become very familiar with the tidyverse, particularly dplyr, for data wrangling, but still using a lot of Base R functions for statistical modeling....

May 7, 2022 · 6 min · 1244 words