Week 5 - Evaluating Classifiers
Learning Objectives
After today's class, you should be able to:
- Understand and apply key classification evaluation metrics, including accuracy, precision, recall, ROC curves, and Lift & Gains charts, to assess model performance and select the most appropriate metric based on business objectives.
Class Agenda
- Evaluating Classifiers Slides
[5 min]Break- Exam Review/Overview
Task List
- Required Reading: Chapter 5.3 - Judging Classifier Performance
- Complete and Submit HW3_Decision_Trees on Canvas/Gradescope.