- Tytuł:
- ON THE SELECTED METHODS FOR EVALUATING CLASSIFICATION MODELS
- Autorzy:
- Misztal, Małgorzata
- Powiązania:
- https://bibliotekanauki.pl/articles/655797.pdf
- Data publikacji:
- 2014
- Wydawca:
- Uniwersytet Łódzki. Wydawnictwo Uniwersytetu Łódzkiego
- Tematy:
-
classifier performance
predictive ability
ROC curve
reclassification
decision curve - Opis:
- Traditional measures for assessing the performance of classification models for binary outcomes are the ROC curve and the area under the ROC curve (AUC). Reclassification tables (Cook, 2008), net reclassification improvement (NRI) and integrated discrimination improvement (IDI) (Pencina et al., 2008) or decision – analytic measures with decision curve analysis (Vickers & Elkin, 2006) have been recently proposed for evaluating the predictive ability of classifiers. This paper analyzes the measures mentioned above with some credit taking application.
- Źródło:
-
Acta Universitatis Lodziensis. Folia Oeconomica; 2014, 3, 302
0208-6018
2353-7663 - Pojawia się w:
- Acta Universitatis Lodziensis. Folia Oeconomica
- Dostawca treści:
- Biblioteka Nauki
Artykuł