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Statistical significance is a characteristic of a statistic viewed in light of a null hypothesis and a given significance level. It reflects whether the statistic belongs to the rejection region (is statistically significant) or the acceptance region (is not statistically significant).

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Comparing the AUC of two models by using a combination of nested cross-validation and bootst...

This paper, specifically, section "Useful analytic forms for error bars in modeling", subsection "Area under the (ROC) curve (AUC)", has a good overview on comparing ROC/AUC for different models. Ther …
Rafael L's user avatar