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Discrete categorization and the limits of machine learning
The idea of a perfect taxonomy or categorization system is a flawed one, as any categorization can always be blended, leading to the creation of new categories. Machine learning approaches often assume that it is possible to create a perfect taxonomy, but this may not be possible.