Pushing the Boundaries of Interpretability: Incremental Enhancements to the Explainable Boosting Machine

Isara Liyanage, Uthayasanker Thayasivam

The widespread adoption of complex machine learning models in high-stakes domains has brought the "black-box" problem to the forefront of responsible AI research. This paper aims a…