What is the role of domain knowledge in feature selection?

  • All of the above
  • To define new features based on the existing ones
  • To guide the selection of features that are relevant to the task
  • To interpret the importance of different features
Domain knowledge can guide the selection of features that are relevant to the task, interpret the importance of different features, and even define new features based on the existing ones.
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