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ML internals: Synthetic Minority Oversampling (SMOTE) Technique

Domino Data Lab

This carries the risk of this modification performing worse than simpler approaches like majority under-sampling. 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. Chawla et al. link] Fisher, R.