Lecture 5: Model accuracy

Kendrick Kay

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❏ Lecture Slides

Date: 01/05/2012

Lecture Notes


Homework Solutions


1. The basics of model accuracy
2. Coefficient of determination (R2)
3. Accuracy on the sample vs. accuracy on the population
4. Cross-validation
5. Model selection
6. Overfitting
7. Simple models vs. complex models

Further Information:

MATLAB tutorial

Created: Tuesday, May 1st, 2012