Evaluating the performance of machine learning models using various metrics like accuracy, precision, recall, is straightforward, but visualising them has never been easy. But Ben Bengfort at District Data Labs, has developed a python library for this purpose, called YellowBrick.
It definitely looks interesting. Our very own Charles Givre shows how this package can be used, in his blog.
It's a definite read.