/Random-forests-and-Feature-Engineering

Code for the blog: Feature Engineering with Random Forests

Primary LanguageJupyter NotebookMIT LicenseMIT

Random-forests-and-Feature-Engineering

This repo is accompanied with the blog post series on Medium (links below)

  • Part 1 - Goes through the details of the Random Forest algorithm and some common preprocessing techniques
  • Part 2 - Goes through techniques like calculating feature importance, correlation, partial dependence and removing time dependence