Chapter 22 - Classification assessment. In this chapter we look at methods to assess a classifier, and to compare multiple classifiers. We start by defining metrics of classifier accuracy. We then discuss how to determine bounds on the expected error. We finally discuss how to assess the performance of classifiers and compare them. |