RT @arXiv__ml: #arXiv #machinelearning [cs.LG] Shift Happens: Adjusting Classifiers. (arXiv:2111.02529v1 [cs.LG]) https://t.co/bi7N7AfE1z…
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#arXiv #machinelearning [cs.LG] Shift Happens: Adjusting Classifiers. (arXiv:2111.02529v1 [cs.LG]) https://t.co/bi7N7AfE1z Minimizing expected loss measured by a proper scoring rule, such as Brier score or log-loss (cross-entropy), is a common objective w
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Unbounded and bounded general adjustment methods that transform all predictions to (re-)equalize the average prediction and the class distribution. 📄 https://t.co/u11uLM4zqI https://t.co/Ufjt8PbBip