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. There are many explanations why a dataset is likely to be imbalanced. For example, the category you are concentrating on could possibly be scarce in the populace, or the information may be hard to accumulate. Ordinarily, you employ SMOTE when The category

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Some researchers have investigated no matter if SMOTE is effective on higher-dimensional or sparse knowledge, such as info Employed in text classification or genomics datasets.

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