Why is feature selection required in machine learning.
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Bablu123
The feature selection techniques simplify the machine learning models in order to make it easier to interpret by the researchers. IT mainly eliminates the effects of the curse of dimensionality. Besides, this technique reduces the problem of over fitting by enhancing the generalisation in the model.