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The Net Reclassification Index (NRI): a Misleading Measure of Prediction Improvement Even with Independent Test Data Sets

The Net Reclassification Index (NRI) is a very popular measure for evaluating the improvement in prediction performance gained by adding a marker to a set of baseline predictors. However, the statistical properties of this novel measure have not been explored in depth. We demonstrate the alarming re...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Stat Biosci
Prif Awduron: Pepe, Margaret S., Fan, Jing, Feng, Ziding, Gerds, Thomas, Hilden, Jorgen
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2014
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC4615606/
https://ncbi.nlm.nih.gov/pubmed/26504496
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s12561-014-9118-0
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