juniorRandom Forest
What is majority voting in Random Forest?
Updated May 17, 2026
Short answer
Majority voting selects the most common prediction from all trees.
Deep explanation
Each tree votes for a class, and the class with the highest votes is selected as final output.
Real-world example
Used in spam detection systems.
Common mistakes
- Assuming trees are weighted equally in all cases.
Follow-up questions
- Can voting be weighted?
- Is voting used in regression?