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. There are various reasons why a dataset is likely to be imbalanced. By way of example, the category you are targeting could possibly be uncommon from the population, or the data may very well be tricky to gather. Normally, you utilize SMOTE when the classIllustrate Complexity : Case studies might correctly emphasize the subtleties and complexity of serious-world situations Which may be challenging to depict employing only statistical instruments.
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