CS 445 Machine Learning

Fall 2020

Bias and Variance

Learning Objectives

This lab is designed with the following learning objectives:
  • characterize the bias-variance decomposition and how it relates to underfitting, overfitting, model utilized, training data, and model complexity

Tasks

  • Download the following zip file and start jupyter notebooks in that folder:
  • Complete the two notebooks and submit to Canvas.