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Some scientists have investigated regardless of whether SMOTE is effective on high-dimensional or sparse data, like knowledge Utilized in textual content classification or genomics datasets.

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. There are numerous explanation why a dataset could possibly be imbalanced. Such as, the category you're targeting might be scarce while in the populace, or the information may very well be tricky to acquire. Normally, you employ SMOTE when The category

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