19:44
2026-06-15
dev.to
machine-learning
Stop Shipping ML Models With Bare Floats: A Deep Dive Into Statistically Rigorous Model Evaluation
A developer built reliably-metrics, an open-source Python library that adds confidence intervals and statistical significance tests to common ML evaluation metrics like AUROC, ECE, and Brier score. Th…