Question: What is a potential drawback of using Decision Trees?

Options:

1. They are very fast to train
2. They can easily overfit the training data
3. They require no feature selection
4. They are not interpretable

Correct Answer: They can easily overfit the training data

Solution:

A potential drawback of Decision Trees is that they can easily overfit the training data, especially if not properly pruned.