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Which of the following is a disadvantage of using decision trees for model selection?

Practice Questions

1 question
Q1
Which of the following is a disadvantage of using decision trees for model selection?
  1. They are easy to interpret
  2. They can easily overfit the training data
  3. They handle both numerical and categorical data
  4. They require less data preprocessing

Questions & Step-by-step Solutions

1 item
Q
Q: Which of the following is a disadvantage of using decision trees for model selection?
Solution: Decision trees can easily overfit the training data, especially if they are not pruned or if the tree is too deep.
Steps: 0

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