Table 5.
Results of the training and testing of the support vector machine. The area under the ROC curve and the accuracy are presented with their 95% confidence intervals.
Training | Testing | |||
---|---|---|---|---|
Combination | AUC | Accuracy | AUC | Accuracy |
4 indices | 0.892 (0.852–0.931) | 82.593 | 0.678 (0.550–0.806) | 67.647 |
5 indices | 0.858 (0.812–0.903) | 77.407 | 0.646 (0.515–0.777) | 63.235 |
AUC: Area under the ROC curve.