Stéphane Collot

Pointwise sampling uncertainties on the Precision-Recall curve

Quoting robust uncertainties on machine learning (ML) model metrics, such as f1-score, precision, recall, etc., from sources of uncertainty such as data sampling, parameter initialization, and target labelling, is typically not done in the field of data science, even though these are essential for t…