Table 2. Results of model performance in handling missing data.
Validation Dataset | AUC |
---|---|
2 data points missing (n = 123) | 0. 7 (P value 0.001; 95% CI 0.589–0.801) Std. Error: 0.54 |
3 data point missing (n = 139) | 0. 7 (P value 0.001; 95% CI 0.578–0.786) Std. Error: 0.53 |
4 data points missing (n = 144) | 0.7 (P value 0.001; 95% CI 0.591–0.791) Std. Error: 0.51 |
5 data points missing (n = 176) | 0. 6 (P value 0.009; 95% CI 0.537–0.711) Std. Error: 0.44 |
6 data points missing (n = 189) | 0.6 (P value 0.024; 95% CI 0.518–0.690) Std. Error: 0.44 |
6+ data points missing (n = 387) | 0.6 (P value 0.559; 95% CI 0.502–0.617) Std. Error: 0.29 |