A4.3.2 Classification Techniques
Linear regression predicts a number. Classification answers a different kind of question: not how much, but which kind. A classification model takes a new observation and assigns it to one of a fixed set of categories, such as spam or not spam, flu or cold, or which film to recommend next. This page explains how two named algorithms, K-Nearest Neighbours and decision trees, learn those categories from labelled...