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Christian Oliva

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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 · 0 citations

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