Machine Learning Interpretation Tools

This repository contains code for interpreting machine learning models using the iml package and the communities and crime data.

It accompanies the entry on "Machine Learning Interpretation Tools" in SAGE Research Methods Foundations:

https://methods.sagepub.com/foundations/machine-learning-interpretation-tools

Citation

@INCOLLECTION{Kern2020,
  author = {Kern, C.},
  title = {Machine Learning Interpretation Tools},
  booktitle = {SAGE Research Methods Foundations},
  publisher = {SAGE Publications},
  year = {2020},
  editor = {Atkinson, P. AND Delamont, S. AND Cernat, A. AND Sakshaug, J.W. AND Williams, R.A.},
  pages = {1--12}
}