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Machine Learning Algorithms with Python

DATA BALANCING METHODS

Researchers have previously proposed some techniques for Data Balancing Methods :

  • Sampling Techniques

    • Under-sampling Techniques
    • Over-sampling Techniques
  • Cost-sensitive Learning

  • Ensemble Learning

    • Bagging
    • Boosting

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