Under prior probability shift, selecting hyperparameters via accuracy estimates on the unlabelled test batch (transductive model selection) outperforms cross-validation-based selection.
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Transductive Model Selection under Prior Probability Shift
Under prior probability shift, selecting hyperparameters via accuracy estimates on the unlabelled test batch (transductive model selection) outperforms cross-validation-based selection.