Question: Select all correct statement ( s ) about decision tree and random forest methods: ( a ) Using less decision trees to form a random
Select all correct statements about decision tree and random forest methods:
a Using less decision trees to form a random forest tends to decrease overfitting.
b Entropy, Gini Index and Misclassification Error are all valid options for feature selection in
the decision tree method.
c Random forest method is more interpretable than decision tree method.
d In decision trees, the depth of the tree can be adjusted to control model complexity and avoid
overfitting
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