On the bias in the AUC variance estimate
The area under the Receiver Operating Characteristic (ROC) curve (AUC) is a standard metric for quantifying and comparing binary classifiers. A popular approach to estimating the AUCs and the associated variabilities - the variance of the AUC or the full covariance matrix of multiple correlated AUCs...
| Veröffentlicht in: | Pattern recognition letters. - 1998. - 178(2024) vom: 28. Feb., Seite 62-68 |
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| Format: | Online-Aufsatz |
| Sprache: | English |
| Veröffentlicht: |
2024
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| Zugriff auf das übergeordnete Werk: | Pattern recognition letters |
| Schlagworte: | Journal Article ANOVA H-decomposition area under the ROC curve (AUC) binary classification jackknife receiver operating characteristic (ROC) structural components |
| Online verfügbar |
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