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Evaluation Metrics as Averaged Outcomes of Fair Gambles
用公平赌局的平均结果重新定义评估指标,揭示评测背后的数学本质,适合关注模型评估理论的研究者。
arXiv:2401.14483v4 Announce Type: replace Abstract: In the current practices of machine learning, the evaluation of forecasts has become a cornerstone…