How do you select important features in a dataset?
Instruction: Describe techniques for feature selection and their importance in model building.
Context: This question evaluates the candidate's ability to perform feature selection, a crucial step in the data preprocessing phase.
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I usually start feature selection by removing obvious problems before I worry about rankings...