Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Model performance of NN with fivefold cross-validation in the accuracy, sensitivity, and specificity for the training and test data set
| Model I | Model II | Model III | Model IV | Model V | Average | SD | ||
|---|---|---|---|---|---|---|---|---|
| Training | Accuracy (%) | 89.1 | 94.5 | 82.8 | 83.6 | 87.3 | 87.5 | 3.8 |
| Test | Accuracy (%) | 88.0 | 82.6 | 87.0 | 82.6 | 87.0 | 85.4 | 2.1 |
| Specificity (%) | 89.5 | 84.6 | 92.9 | 82.4 | 93.8 | 88.6 | 4.1 | |
| Sensitivity (%) | 87.5 | 80.0 | 77.8 | 83.3 | 71.4 | 80.0 | 4.9 | |
| AUC | 0.90 | 0.92 | 0.93 | 0.91 | 0.92 | 0.92 | 0.0 |
AUC, area under the curve; SD, standard deviation.
