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What is your take on feature selection in machine learning? Why is it so important to consider?

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2 interview answer(s) published by candidates; last submission on Jan 5 2025, 7:13pm GMT. Interview question asked to Machine Learning Engineers interviewing at SoFi, Nubank, Bill.com and others: What is your take on feature selection in machine learning? Why is it so important to consider?. Last reported: Jul 24 2025, 5:43am GMT.