Stats 7.5Concept6 parts

Mutual Information

Detect a feature-target dependency that correlation may miss, while remembering that dependency is not causation.

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In this lesson6 parts

  1. 01Ask what a feature tells us about churn
  2. 02Build information from counts
  3. 03Compare with linear correlation
  4. 04Expose the unique-ID failure
  5. 05Test the feature on excluded rows
  6. 06Reproduce the selection boundary