Approaches to handle Class imbalance

Real life project will have class imbalance problems. Here are comprehensive approaches for handling class imbalance

Approaches to handle class imbalance

Approaches to handle class imbalance

  • Over sample/Under sample

  • Active Learning and Weak supervision

  • Modify Loss function

  • Add threshold and change outcome post prediction