ML Foundations
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Quiz: How Trees Decide Splits, and Why Forests Help

Practice quiz: Decision trees are intuitive but unstable. Random Forest fixes the instability with bagging + feature subsampling.

6 minutesInteractive tutorial
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Why does Random Forest add `max_features='sqrt'` to bagging?