How to Evaluate a Binary Classifier?
July 5, 2018
It is a common task to evaluate a binary classifier in the context of machine learning. In this blog, we will talk about what metrics to use for evaluating a binary classifier; the reason for the need of multiple metrics; how to plot a receiver operating characteristic (ROC) curve, how a random classifier works, and […]