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Pattern Recognition Letters
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Pattern Recognition Letters
Article . 2020 . Peer-reviewed
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Pattern Recognition Letters
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Receiver operating characteristic curves with an indeterminacy zone

descriptionPublicationkeyboard_double_arrow_right Article 01 Aug 2020 English Publisher:Elsevier BVJournal:Pattern Recognition Letters, volume 136, pages 94-100 (issn: 0167-8655, Copyright policy )Funded by:NIH | Cancer Center Support Gra..., NSF | Statistical Methods for M...
Authors: Giovanni Parmigiani;

doi: 10.1016/j.patrec.2020.04.035

pmid: 32655204

pmc: PMC7351108

Receiver operating characteristic curves with an indeterminacy zone

Abstract

This work extends Receiver Operating Characteristic (ROC) curve to the situation where some cases, falling in an intermediate "indeterminacy zone" of the predictor, are not classified. It addresses two challenges: definition of sensitivity and specificity bounds for this case; and summarization of the large number of possibilities arising from different choices of indeterminacy zones.

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
bronze