Skip to main content

Model Selection: Bias-Variance Trade-Off (Tutorial 5)

Difficulty level

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

Experience with Python Programming Language

Back to the course