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ML internals: Synthetic Minority Oversampling (SMOTE) Technique

Domino Data Lab

Further, imbalanced data exacerbates problems arising from the curse of dimensionality often found in such biological data. This renders measures like classification accuracy meaningless. The use of multiple measurements in taxonomic problems. The unreasonable effectiveness of data. Machine Learning, 57–78.