Exam PA · Tree-Based Models · Free Lesson

Apply bagging and random forests as appropriate.

Free SOA Exam PA (Predictive Analytics) lesson in Tree-Based Models. 11 min read, ~1,654 words.

Why average trees at all. A deep tree has low bias but high variance. Averaging many independent predictions cuts variance without raising bias. That is the whole engine behind both methods.

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