Investigating Poor Performance Regions of Black Boxes: LIME-based Exploration in Sepsis Detection

Mozhgan Salimiparsa, Surajsinh Parmar, San Lee +3

Interpreting machine learning models remains a challenge, hindering their adoption in clinical settings. This paper proposes leveraging Local Interpretable Model-Agnostic Explanati…