The STONE Curve: A ROC‐Derived Model Performance Assessment Tool

A new model validation and performance assessment tool is introduced, the sliding threshold of observation for numeric evaluation (STONE) curve. It is based on the relative operating characteristic (ROC) curve technique, but instead of sorting all observations in a categorical classification, the ST...

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Detalles Bibliográficos
Autores principales: Liemohn, Michael W., Azari, Abigail R., Ganushkina, Natalia Y., Rastätter, Lutz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Technical Reports: Methods
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7507778/
https://www.ncbi.nlm.nih.gov/pubmed/32999898
http://dx.doi.org/10.1029/2020EA001106

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7507778/
https://www.ncbi.nlm.nih.gov/pubmed/32999898
http://dx.doi.org/10.1029/2020EA001106

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