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Using critical thinking and based on the lectures, is it necessary to perform any kind of coding ( integer coding or one - hot coding

Using critical thinking and based on the lectures, is it necessary to perform any kind of coding (integer coding or one-hot coding) on these class values for better performance of the project?

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