README.md

In compstat-lmu/code_relating_pdp_pfi_to_dgp: Code for Paper

Code for Paper "Relating the Partial Dependence Plot and Permutation Feature Importance to the Data Generating Process"

This repository contains the code for the examples, simulations and visualizations of the paper Relating the Partial Dependence Plot and Permutation Feature Importance to the Data Generating Process. All code is written in the R programming language. The folder code contains the scripts, the folder R some functions and data contains the data for the application example.

Assuming that R is installed, the dependencies can be installed by typing in the R console devtools::install_dev_deps() while in the folder of the repository.

compstat-lmu/code_relating_pdp_pfi_to_dgp documentation built on Dec. 19, 2021, 6 p.m.