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Which of the following is a common method for preventing overfitting in Decision Trees?

Practice Questions

1 question
Q1
Which of the following is a common method for preventing overfitting in Decision Trees?
  1. Increasing the maximum depth of the tree.
  2. Pruning the tree after it has been fully grown.
  3. Using more features.
  4. Decreasing the number of samples.

Questions & Step-by-step Solutions

1 item
Q
Q: Which of the following is a common method for preventing overfitting in Decision Trees?
Solution: Pruning the tree after it has been fully grown helps to remove branches that have little importance, thus preventing overfitting.
Steps: 0

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