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Information Gain Ratio Explained | Feature Selection

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Sep 7, 2025
4:11

In this video, we solve an exam-style problem to calculate the Information Gain Ratio for a feature relative to the target variable. You’ll learn: What Information Gain and Entropy are How to compute split information Why the Information Gain Ratio is useful for feature selection A step-by-step walkthrough of the calculation process Perfect for students and professionals who want to strengthen their understanding of decision tree algorithms and feature evaluation in machine learning. for part 1: https://youtu.be/xZgi6l98_IA part 2: https://youtu.be/MZkLVWK-FhI #InformationGain #MachineLearning #DecisionTrees #FeatureSelection #DataScience #exampreparation

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Information Gain Ratio Explained | Feature Selection | NatokHD