The ratio of correct predictions to the total number of predictions. While intuitive, it can be highly misleading on imbalanced datasets (e.g., fraud detection).
Where did the term "Accuracy" come from?
The simplest metric to understand.
How is "Accuracy" used today?
Often overused by beginners; F1 is usually better.