Open access
Sep 2026
Evaluating Data-Centric Optimization Strategies for Improving Machine Learning Generalization
The results demonstrate that data-centric interventions consistently outperform model-centric improvements, with the proposed approach achieving up to 95% accuracy, significantly surpassing baseline models trained on raw data.
Nia Oktaviani, E. Noche, S. Patil et al.
· Journal of Data Science · 0 citations