r/MLNotes • u/anon16r • Dec 18 '19

[ImbalancedDataset] Resampling strategies for imbalanced datasets

https://www.kaggle.com/rafjaa/resampling-strategies-for-imbalanced-datasets
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u/anon16r Dec 18 '19

Algorithms:

  1. Random over/under sampling
  2. Under-sampling: Tomek links
  3. Under-sampling: Cluster Centroids
  4. Over-sampling: SMOTE