A 4.3.10 Model selection
The earlier pages in this option built up a collection of machine learning models, from linear regression through to convolutional neural networks. Knowing how each one works is only half the job. The other half, and the subject of this page, is choosing which model to use for a given task, because the same problem handed to two different algorithms can produce very different results. This page explains why no single...