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ML internals: Synthetic Minority Oversampling (SMOTE) Technique

Domino Data Lab

Figure 3 shows visual explanation of how SMOTE generates synthetic observations in this case. Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining, 73–79. Using the adap learning algorithm to forecast the onset of diabetes mellitus. Quinlan, J. Programs for machine learning.