AUC-ROC vs Win Rate

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.

The percentage of trades that close at a profit out of the total number of trades executed, measured across a statistically meaningful sample to assess strategy performance reliability.