AUC-ROC vs Profit Factor

AUC-ROC (Area Under the Receiver Operating Characteristic Curve) evaluates cryptocurrency trading models' ability to distinguish between winning and losing trades across all probability thresholds.

Profit factor is a backtesting performance metric calculated as gross profit divided by gross loss, expressing how much money a strategy earns for every unit of capital it loses across all trades.