2535机器学习困难derivationlong

Decision Threshold Under Asymmetric Classification Costs

题目

A desk incurs cost 1 for a false positive and cost 5 for a false negative. Under a calibrated logistic probability p = P(Y=1|x), above what threshold should it predict class 1 to minimize expected cost?

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