Iulian Ciolacu

Data Drift for Automatic FAIR-compliant Dataset Versioning in Large Repositories

2024

Construed as a shift in the distribution or structure of data over time, data drift can adversely affect the performance of machine learning models and data-driven decisions. This study examines two data drift metrics, denoted …