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In the development of a deep learning model tasked with the classification of handwritten digits ranging from 0 to 9 into their respective numerical representations, a critical step involves the appropriate preprocessing of the label data. Considering the model's output layer and the nature of classification being performed, which preprocessing method should be applied to the label data to optimize model training and prediction accuracy?