In what way fuzzy features are best than normal features during feature selection?

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Ranjan Parekh

Fuzzy features allow each sample to be classified into multiple classes, while normal features only allow exclusive classification into one class

Yetis Sazi Murat

Actually, the answer is based on your problem dimension.

If your problem is multidimensional and contains uncertainties, fuzzy logic is more appropriate. Otherwise, traditional approaches may be preferred.