Understanding Information Gain

Welcome to our comprehensive guide on Information Gain. CORRECTION: at 13:41, the probability is 6.1e-5 and not 4.8e-4 (however, the entropy is 1.75, which is correct). Thank you ...

Key Takeaways about Information Gain

  • How to find the Entropy and
  • This video is part of an online course, Intro to Machine Learning. Check out the course here: ...
  • Full lecture: http://bit.ly/D-Tree After a split, we end up with several subsets, which will have different values of entropy (purity).
  • This video will help you to understand about basic intuition of Entropy,
  • How to find Entropy,

Detailed Analysis of Information Gain

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In summary, understanding Information Gain gives us a better perspective.

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