ROC and AUC Fundamentals: A Simple Guide for Beginners

1. Short Introduction on ROC Curve In the world of machine learning, especially in binary classification tasks, it's important not just to know how accurate a model is, but how well it distinguishes between classes — like spam vs. not spam, or fraud ...