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How to deal with selection bias and ambiguous negatives

Historical data is available only for suppliers who have already been shown or invited. How to understand and reduce selection bias, and how to deal with losing bids?

Answer as you would in an interview

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How to deal with selection bias and ambiguous negatives — interview question — ML Mentor