8 - Peeking into the Black Box: An Actuarial Case Study for Interpretable Machine Learning

Here, you find the R code and the R Markdown files for the article "Peeking into the Black Box: An Actuarial Case Study for Interpretable Machine Learning" from C. Lorentzen and M. Mayer.

R Code

• p01_prep.R
• p02_descriptive.R
• p03_modeling.R
• p04_explain.R

R Markdown

• peeking_into_the_blackbox.Rmd
• peeking_into_the_blackbox.html (please click on this link to preview html output; in order to see the table of contents properly, download the html and open it in your browser.)