What is the purpose of the 'bootstrap' sampling method in Random Forests?

Practice Questions

Q1
What is the purpose of the 'bootstrap' sampling method in Random Forests?
  1. To create a balanced dataset
  2. To ensure all features are used
  3. To generate multiple subsets of the training data
  4. To improve model interpretability

Questions & Step-by-Step Solutions

What is the purpose of the 'bootstrap' sampling method in Random Forests?
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