Accuracy — Accuracy is the share of a model’s predictions that are correct. It is easy to understand but can mislead when one outcome is much more common than another. A fraud detector that always says not fraud can be highly accurate and still useless. Precision and recall give a fuller picture.

Added October 21, 2026