Model Selection: Bias-Variance Trade-Off (Tutorial 5)
Model Selection: Bias-Variance Trade-Off (Tutorial 5)
This tutorial teaches users about the bias-variance tradeoff and see it in action using polynomial regression models.
Topics covered in this lesson
- Understand difference between test and train data
- Compare train and test error for models of varying complexity
- Understand how bias-variance tradeoff relates to what model we choose
External Links
Prerequisites
Experience with Python Programming Language
Back to the course