Table 5 Comparison of the prediction performance of GOA quantile g-computation weight with 5 cross-validation
From: Application of deep learning to predict the low serum albumin in new hemodialysis patients
Times | Accuracy | Prevalence | Sensitivity | Specificity | AUC |
|---|---|---|---|---|---|
1 | 0.93 | 0.37 | 0.91 | 0.95 | 0.98 |
2 | 0.94 | 0.37 | 0.89 | 0.96 | 0.98 |
3 | 0.96 | 0.38 | 0.95 | 0.96 | 0.99 |
4 | 0.95 | 0.37 | 0.95 | 0.95 | 0.98 |
5 | 0.94 | 0.38 | 0.92 | 0.95 | 0.98 |