Question: What is the role of the \'max_features\' parameter in a Random Forest model?

Options:

1. It determines the maximum number of trees in the forest.
2. It specifies the maximum number of features to consider when looking for the best split.
3. It sets the maximum depth of each tree.
4. It controls the minimum number of samples required to split an internal node.

Correct Answer: It specifies the maximum number of features to consider when looking for the best split.

Solution:

\'max_features\' specifies the maximum number of features to consider when looking for the best split, which helps to introduce randomness and reduce correlation among trees.