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Human Versus Machine: How Do We Know Who Is Winning? ROC Analysis for Comparing Human and Machine Performance under Varying Cost-Prevalence Assumptions
Background Receiver operating characteristic (ROC) analysis is commonly used for comparing models and humans; however, the exact analytical techniques vary and some are flawed. Objectives The aim of the study is to identify common flaws in ROC analysis for human versus model performance, and addre...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Georg Thieme Verlag KG
2021
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9246510/ https://www.ncbi.nlm.nih.gov/pubmed/34972233 http://dx.doi.org/10.1055/s-0041-1740565 |