In a decision tree, the final predicted value or category is located at the

In a decision tree, the final predicted value or category is located at the

• A. Node
• B. Leaf
• C. Root
• D. Branch

Answer: (D)

In a decision tree, the final predicted value or category is located at the leaf node—the terminal point where a path from the root ends. As you move from the root down, internal nodes split on features and you follow branches that correspond to those splits. When you reach a leaf, there are no further branches, and that leaf stores the prediction (a class label for classification or a numeric value for regression). The root is merely the starting point, internal nodes perform tests, and branches represent the outcomes of those tests. So the prediction lives at the leaf.

In a decision tree, the final predicted value or category is located at the leaf node—the terminal point where a path from the root ends. As you move from the root down, internal nodes split on features and you follow branches that correspond to those splits. When you reach a leaf, there are no further branches, and that leaf stores the prediction (a class label for classification or a numeric value for regression). The root is merely the starting point, internal nodes perform tests, and branches represent the outcomes of those tests. So the prediction lives at the leaf.