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DOC: Improve NearMiss documentation, fix incorrect noise description#1182

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Aditya-acesun:doc-improve-nearmiss
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DOC: Improve NearMiss documentation, fix incorrect noise description#1182
Aditya-acesun wants to merge 1 commit into
scikit-learn-contrib:masterfrom
Aditya-acesun:doc-improve-nearmiss

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Related to #1028

Changes made:

  • Fixed incorrect description that confused decision boundary samples
    with noisy samples
  • Clarified the difference between NearMiss-1, NearMiss-2, and NearMiss-3
  • Improved clarity on why NearMiss-3 is less sensitive to class overlap
  • Used more precise technical language throughout the section

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