Centralized and Federated Heart Disease Classification Models Using UCI Dataset and their Shapley-value Based Interpretability

Mario Padilla Rodriguez, Mohamed Nafea

Cardiovascular diseases are a leading cause of mortality worldwide, highlighting the need for accurate diagnostic methods. This study benchmarks centralized and federated machine l…