#gradient-boosting

6 questions from Decision Trees & Ensembles

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mediumAI-checkedDecision Trees & Ensembles

Which statement comparing random forests with gradient-boosted trees is false?

Both are ensembles of decision trees1
Gradient boosting typically uses shallower trees than a random forest2
Both use a learning rate to scale each tree's contribution3
In a random forest, each tree is trained independently of the others4

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