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. 2019 Sep 9;14(9):e0222270. doi: 10.1371/journal.pone.0222270

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