Lecture 8: Hyperparameter Optimization

Hyperparameter optimization and optimization bias

Slides

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Outline

• Why hyperparameter optimization?
• Hyperparameter optimization using sklearn’s GridSearchCV and RandomizedSearchCV
• Optimization bias