Author

Fhulufhelo Ramphabana

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Open access Oct 2026

Beyond Predictive Performance: An Explainability–Governance Score Framework for Multidimensional Machine Learning Model Selection

Machine learning models are increasingly deployed in high-stakes decision systems where predictive performance alone may provide an insufficient basis for responsible model selection. Although explainable artificial intelligence (XAI) offers techniques for interpreting model behavior, existing evaluation approaches oft...

Fhulufhelo Ramphabana, E. Swana, Thulane Paepae · Machine Learning and Knowled... · 0 citations