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The bias-correction is an\nestimate of the bias term added to regularized discriminant\nanalysis (RLDA) that minimizes the overall risk. The default\nmagnitude of misclassification costs are equal and set to 0.5;\nhowever, the package also offers the options to set them to\nsome predetermined values or, alternatively, take them as\nhyperparameters to tune. A. Zollanvari, M. Abdirash, A. Dadlani\nand B. 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