Finding predictive patterns in your dataset with one line of code!
Today — March 2nd 2021 — my first R package was published on the comprehensive R archive network (CRAN).
ppsr is the R implementation of the Predictive Power Score (PPS).
The PPS is an asymmetric, data-type-agnostic score that can detect linear or non-linear relationships between two variables. You can read more about the concept in earlier blog posts (here and here), or here on Github, or via Medium.
With the ppsr package live on CRAN, it is now super easy to install the package and examine the predictive relationships in your dataset:
Here’s the official ppsr CRAN page for those interested: