Decision Tree, Machine Learning, Data Science, Cart, Decision Tree Algorithm.
improving the model’s performance. This helps prevent overfitting, enhancing the tree’s generalization capabilities. Popular pruning methods include cost-complexity pruning and reduced-error pruning. 3. Leaves: Terminal Nodes and Predictions At the terminus of each branch, we find the leaves, which