Interaction Transformer
Extract meaningful interactions from machine learning models to obtain machine-learning performance with statistical model interpretability.
Code accompanying the manuscript: “Don’t Dismiss Logistic Regression: The Case for Sensible Extraction of Interactions in the Era of Machine Learning” BMC Medical Research Methodology: https://bmcmedresmethodol.biomedcentral.com/articles/10.1186/s12874-020-01046-3
Please see our wiki for more information on setting up and running this package: https://github.com/jlevy44/InteractionTransformer/wiki