/FES

Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson

GNU General Public License v2.0GPL-2.0

Feature Engineering and Selection

The repository is for the text "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and and Johnson and published by Chapman & Hall/CRC (who holds the copyright).

Right now, the content is a beta version that has undergone outside review but we'd like to get comments before finalizing it. It has not gone through copyediting to date.

The repo currently contains:

Once the physical copy is released, the repo will contain:

  • data sets
  • code to reproduce the analyses
  • figures
  • errata (physical copy) and changelog (HTML copy)

It will not contain:

  • the sources to create the book
  • the text files
  • code to create illustrative figures (e.g. not contain data analysis results)