What strategies can help reduce over-fitting in decision trees?
A. Pruning
B. Make sure each leaf node is one pure class
C. Enforce a maximum depth for the tree
D. Enforce a maximum number of samples in leaf nodes
Answer:A
What strategies can help reduce over-fitting in decision trees?
A. Pruning B. Make sure each leaf node is one pure class C. Enforce a maximum depth for the tree D. Enforce a maximum number of samples in leaf nodes