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

Abstract 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 classificatio...

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Hlavní autoři:	Michael W. Liemohn, Abigail R. Azari, Natalia Y. Ganushkina, Lutz Rastätter
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	American Geophysical Union (AGU) 2020-08-01
Edice:	Earth and Space Science
Témata:	ROC curve STONE curve data‐model comparison model validation forecasting
On-line přístup:	https://doi.org/10.1029/2020EA001106
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