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What is Random Forest?

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  1. Make Many Trees: It creates a lot of decision trees using different parts of the data.
  2. Each Tree Makes a Guess: Every tree makes its own prediction.
  3. Majority Wins: The final answer is the most common guess from all the trees.

random-forest-algorithm2.png

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Project

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https://github.com/mdntarif/ML_Random_Forest/blob/main/ML_Random_Forest.ipynb