How can we control overfitting in Decision Trees?

Question

MLQuiz · Accepted Answer

Pruning reduces tree complexity. Pre-pruning stops growth early using parameters (max depth, min samples split). Post-pruning grows full tree then removes branches with low importance (using complexity parameter).