Model Perspective
Sep 12, 2023 · Fundamentals
What Is Information Entropy? Definition, Calculation, and Decision Tree Applications
This article explains the concept of information entropy, its mathematical definition, how to compute it for simple events like coin flips and dice rolls, and demonstrates its role in decision‑tree learning by calculating information gain for a watermelon dataset.
Machine Learningdecision treeinformation entropy
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