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.
base video https://youtu.be/gvJFNYjbSC8
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 (Part 2) | NatokHD