Lesson 16 Model Selection and Evaluation - adparker/GADSLA_1403 GitHub Wiki

Slides

• Lesson 16 Slides - Borrowed from Prof. Andrew Moore.

Handouts

• Code for Comparing randomized search and grid search for hyperparameter estimation

Links

• Scikit-Learn Model Selection Guide
• Prof. Andrew Moore's excellent set of Tutorials on Statistical Data Mining.
• Paper - Methods and Criteria for Model Selection
• Paper - Model Selection: Beyond the Bayesian/Frequentist Divide
• Paper - On the Dangers of Cross-Validation. An Experimental Evaluation