Author

Ade Putra

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Open access Sep 2026

Robust Evaluation Metrics for Assessing Machine Learning Performance Beyond Accuracy

A structured multi-metric evaluation framework that integrates classification, ranking-based, calibration, and robustness-oriented metrics for comprehensive ML performance assessment is proposed capable of supporting more reliable real-world ML deployment.

Ade Putra, E. Noche, Diksha D. Gabhane · Journal of Data Science · 0 citations