AUC-ROC Curve: A Comprehensive Guide to Model Selection in Machine Learning

Introduction There are a few Machine Learning (ML) algorithms to choose from when building an ML model. Different ML algorithms perform differently on the same dataset due to differences in algorithm complexity, bias-variance tradeoff, nature of data...