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4356机器学习中等essayshort

Trade Ranking Versus Probability Quality

题目

Model A has slightly higher ROC AUC, but its probabilities are visibly overconfident; Model B has slightly lower ROC AUC but much better calibration. If you need a probability to size positions according to expected payoff, which model is usually safer?

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