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ML internals: Synthetic Minority Oversampling (SMOTE) Technique

Domino Data Lab

In this article we discuss why fitting models on imbalanced datasets is problematic, and how class imbalance is typically addressed. The unreasonable effectiveness of data. Data mining for direct marketing: Problems and solutions. References. Banko, M., & Brill, E. link] Chawla, N. UCI machine learning repository.