imbalanced data

Let’s try one more method for handling imbalanced data. data sdy 222 5 Generate synthetic samples A technique similar to upsampling is to create synthetic samples Here we will use imblearn’s SMOTE or Synthetic Minority Oversampling Technique SMOTE uses a nearest neighbors algorithm to generate new and synthetic data we can use for training our model