Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications

by Chip Huyen

Precision = True Positive / (True Positive + False Positive) Recall = True Positive / (True Positive + False Negative) F1 = 2 × Precision × Recall / (Precision + Recall)