Table 4. The Detailed Parameters of the Risk Model Evaluation that Dietary Predictors Improved in the Validation Data.
Classic noninvasive risk model | Diet-containing noninvasive risk model | |
---|---|---|
AIC | 2116.6 | 1934.5 |
AUC (95% CI) | 0.76 (0.73–0.78)** | 0.79 (0.77–0.81)** |
P-value for difference in C-statistics | Reference | <0.001 |
IDI (95% CI) | Reference | 0.026 (0.018–0.033)** |
Relative IDI | Reference | 22.5% |
NRI (95% CI) | Reference | 0.219 (0.158–0.281)** |
HL χ2 (P-value) | 17.57 (0.03) | 13.20 (0.11) |
AIC, Akaike’s information criterion; AUC, area under curve; HL, Hosmer-Lemeshow goodness-of-fit; IDI, integrated discrimination improvement, NRI, net classification improvement
** P<0.001.