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