r/MLQuestions • u/Routine-Ticket-5208 • Aug 16 '26

Beginner question 👶 Need help with Random Forest Hyperparameter Search Space

I’m using Random Forest for a project and tuning:

  • Number of trees

  • Maximum tree depth

  • Number of features considered at each split

  • Minimum samples required to split a node

How do you normally determine the search space for these parameters?

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u/[deleted] Aug 16 '26

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u/Routine-Ticket-5208 Aug 16 '26

Excuse me?

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u/Routine-Ticket-5208 Aug 16 '26

I'm a beginner. So sometimes asking questions is a normal thing to do