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Imbalanced Rare Failure Events

Medium
MediumModel EvaluationPrecisionThreshold TuningRecallAsked 1 times

Problem

How would you handle heavily imbalanced classes when the positive class is a rare failure event at Rolls-Royce?

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Rolls-Royce Data Scientist Interview Questions
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Rolls-RoyceEvaluate Rare Failure ModelsMediumAspenTechClassifying Rare Failure EventsMediumLmiHandling Rare-Event Class ImbalanceMedium