Explaining Human Activity Recognition with SHAP: Validating Insights with Perturbation and Quantitative Measures

Felix Tempel, Espen Alexander F. Ihlen, Lars Adde +1

In Human Activity Recognition (HAR), understanding the intricacy of body movements within high-risk applications is essential. This study uses SHapley Additive exPlanations (SHAP)…