GK Question

technology hard mcq

Which technique handles imbalanced datasets by adjusting class weights during training?

  1. Oversampling
  2. Undersampling
  3. Class Weighting
  4. All of these

Answer: All of these

Imbalance handling: oversampling (SMOTE) increases minority, undersampling reduces majority, class weighting adjusts loss function. Choice depends on data size and model type.

Topic Data Science
Exam Relevance Banking, SSC JE, UPSC