A Novel Metric for Measuring Data Quality in Classification Applications (extended version)

Jouseau Roxane, Salva Sébastien, Samir Chafik

Data quality is a key element for building and optimizing good learning models. Despite many attempts to characterize data quality, there is still a need for rigorous formalization…