What is the concept of entropy in decision trees?
Instruction: Explain how entropy is used in the context of decision trees and its importance.
Context: The question evaluates the candidate's understanding of how decision trees use entropy to measure the disorder or uncertainty and how it guides the splitting process.
Updated
Official answer available
Read the opening below, then unlock the full answer and practical guidance.
The way I'd explain it in an interview is this: In decision trees, entropy is a way of measuring how mixed or uncertain a node is...