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Repeatedly withholding subsets of the data during model fitting in order to quantify the model performance on the withheld data subsets.

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Is the assumption of symmetrical confidence intervals for bounded measures reasonable?

Is it legitimate to calculate confidence intervals for bounded measures like classification accuracy, AUC or correlation based on variance? Is it all right to say that the confidence interval is, for …
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