Why is the AUC-ROC Curve Important in Cancer Detection?
In cancer detection, it's vital to accurately distinguish between benign and malignant cases. The AUC-ROC curve helps in assessing how well a diagnostic test or machine learning model can differentiate between these two conditions. A higher AUC indicates a better performance of the test or model, which is crucial for early detection and effective treatment planning.
