Model improvement

Overview

Almost always, your first model is not that great. You generally want to improve your models to find a good one.

This module discusses ways to improve your models.

Learning Objectives

• Be familiar with methods to improve models.
• Be able to perform different model improvement tasks.

Content

The module consists of the following units:

• Model improvement introduction
• Subset selection
• Regularization
• Tuning