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SMOTE takes the whole dataset as an enter, however it increases the percentage of just the minority cases. One example is, suppose you've got an imbalanced dataset wherever just one p.c in the cases provide the concentrate on price A (the minority class), and ninety nine p.c of your cases have the value B.

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