Lesson 10: Ensemble Methods

Assignments

• Try using bagging on your credit score prediction model to reduce the variance. There is an example in "input/credit_prediction.py"
• Work in small teams to create simple ensemble models to improve your Kaggle submission score

####Links

• Sklearn: Bagging Classifier (dev version only) - Installation Instructions
• Kaggle: The Power of Simple Ensembles
• Ensemble Methods in Machine Learning
• Netflix Prize Summary