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Validation of Nonparametric Two-Sample Bootstrap in ROC Analysis on Large Datasets

The nonparametric two-sample bootstrap is applied to computing uncertainties of measures in ROC analysis on large datasets in areas such as biometrics, speaker recognition, etc., when the analytical method cannot be used. Its validation was studied by computing the SE of the area under ROC curve usi...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Commun Stat Simul Comput
Egile Nagusiak: Wu, Jin Chu, Martin, Alvin F., Kacker, Raghu N.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2015
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC4971585/
https://ncbi.nlm.nih.gov/pubmed/27499571
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/03610918.2015.1065327
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