Jul 2026
A Human-Centered Validation of the Explainability-Performance Coefficient
A model-agnostic metric, the EPC score, which is an extension of the Explainability-Performance Coefficient (EPC), that quantifies explanation quality by explicitly balancing the trade-off between feature selection sparsity and preserved model performance is proposed.
Christian Oliva, Luis Fernando Lago-Fernández
· arXiv.org · 0 citations