Table 3 Result of the 5-fold cross-validation analysis
From: Using deep learning to predict the outcome of live birth from more than 10,000 embryo data
Fold 1 (n = 3812) | Fold 2 (n = 3812) | Fold 3 (n = 3811) | Fold 4 (n = 3811) | Fold 5 (n = 3811) | AUC | |
|---|---|---|---|---|---|---|
1 | Test | Train | Train | Train | Train | 0.970 |
2 | Train | Test | Train | Train | Train | 0.964 |
3 | Train | Train | Test | Train | Train | 0.968 |
4 | Train | Train | Train | Test | Train | 0.976 |
5 | Train | Train | Train | Train | Test | 0.960 |
Average | 0.968 |