Table 5.
Effects of data augmentation and dropout techniques applied to the NTUH_ROCFa data set.
Metric | Delayed recall trial, mean (SD) | |
|
Without data augmentation and dropout techniques | With data augmentation and dropout techniques |
Sensitivity | 0.824 (0.019) | 0.847 (0.017) |
Specificity | 0.898 (0.024) | 0.905 (0.009) |
Accuracy | 0.861 (0.011) | 0.876 (0.010) |
AUROCb | 0.893 (0.012) | 0.913 (0.004) |
aNTUH_ROCF: National Taiwan University Hospital_Rey-Osterrieth Complex Figure.
bAUROC: area under the receiver operating characteristic curve.