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Performance metric curve analysis framework to assess impact of the decision variable threshold, disease prevalence, and dataset variability in two-class classification
PURPOSE: The aim of this study is to (1) demonstrate a graphical method and interpretation framework to extend performance evaluation beyond receiver operating characteristic curve analysis and (2) assess the impact of disease prevalence and variability in training and testing sets, particularly whe...
Autores principales: | Whitney, Heather M., Drukker, Karen, Giger, Maryellen L. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Society of Photo-Optical Instrumentation Engineers
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9152992/ https://www.ncbi.nlm.nih.gov/pubmed/35656541 http://dx.doi.org/10.1117/1.JMI.9.3.035502 |
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