ROC and AUC in Machine Learning: Understanding Performance Metrics for Binary Classification

In machine learning, one of the most common tasks is binary classification. Binary classification is the task of assigning one of two possible labels to an input, such as whether an email is spam or not spam. However, evaluating the performance of a ...