Machine Learning

CS 5350/6350, DS 4350, Spring 2024

Supervised Learning: The setup

In this lecture, we will look at the general setting of supervised learning. We will start by continuing the badges game. Then, we will spend the rest of the lecture defining the various spaces associated with supervised learning: instance space, label space, hypothesis space. We will look at examples of how the choice of hypothesis space is very important.