Logistic Regression Analysis of Clinical Characteristics for Differentiation of Chronic Obstructive Pulmonary Disease Severity

Table 3

5-fold cross-validation assessing the prediction capability of our model.

Fold	Cox-Snell R^2	Nagelkerke R^2	Accuracy	Precision	Recall	F_measure	AUC
1	0.83754	0.84152	0.89655	0.89474	0.94444	0.91892	0.94949
2	0.89234	0.89580	0.78571	0.80000	0.66667	0.72727	0.81771
3	0.90270	0.90608	0.75000	0.84615	0.68750	0.75862	0.81250
4	0.86202	0.86532	0.85714	0.90909	0.76923	0.83333	0.89744
5	0.89351	0.89687	0.82143	0.81250	0.86667	0.83871	0.89744
Mean	0.87762	0.88112	0.82217	0.85250	0.78690	0.81537	0.87492