Definition
Accuracy is the proportion of evaluated predictions counted as correct under a specified labeling and decision rule.
Distinguish it from nearby terms
Precision and recall focus on positive predictions and positive cases; accuracy aggregates all correct decisions and can hide class imbalance.
Check your understanding
Compute it from a confusion matrix and explain when a high value is misleading.