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In imbalanced datasets, exactly where the sampling ratio would not Keep to the population data, you can resample the dataset in a very conservative fashion known as minimax sampling. The minimax sampling has its origin in Anderson minimax ratio whose price is proved for being 0.5: in a very binary classification, The category-sample sizes should be

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