Ensemble Models: Bagging & Random Forests References

Lesson references

For supplemental reading material on this topic, check out the following resources:

• Penelope
• Wisdom of the crowds
• The Netflix Prize
• Bagging in scikit-learn
• Write-Up of Bootstrapping
• An Introduction to Statistical Learning with Applications in Python - see Tree-Based Methods in chapter 8
• Decision Tree User Guide
• DecisionTreeClassifier Documentation
• DecisionTreeRegressor Documentation
• Understanding Random Forests
• Statquest on Random Forests