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DS-200 · Question #16

What are three benefits of running feature selection analysis before filtering a classification model?

The correct answer is D. Speeds up the model fitting process E. Develops an understanding of the importance of different features F. Improves the predictive performance of the model. See the full explanation below for the reasoning.

Question

What are three benefits of running feature selection analysis before filtering a classification model?

Options

  • AEliminates the need to include a regularization term
  • BReduces the number of subjective decisions required to construct the model
  • CGuarantee the optimally of the final model
  • DSpeeds up the model fitting process
  • EDevelops an understanding of the importance of different features
  • FImproves the predictive performance of the model

How the community answered

(31 responses)
  • A
    10% (3)
  • B
    3% (1)
  • C
    6% (2)
  • D
    81% (25)

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