Hello, welcome to my blog. In my previous posts I introduced the concept of classification. I talked about the operation of a linear classifier, how to learn the coefficients for a linear classifier using logistic regression and I demonstrated how to implement logistic regression in Python.
In this post I want to talk about how we evaluate a classifier. Concretely, how do we know if a classifier is doing good or poorly on data? This question is the theme of this post.