Question

1. Briefly outline the major steps of decision tree classification.

Answer 1

Step 1: Determine the Root of the Tree.

Step 2: Calculate Entropy for The Classes.

Step 3: Calculate Entropy After Split for Each Attribute.

Step 4: Calculate Information Gain for each split.

Step 5: Perform the Split.

Step 6: Perform Further Splits.

Step 7: Complete the Decision Tree.