Table 5.
Model Evaluation | Model Selection | Validation (Area under the Curve (AUC)) (Mean ± Std) |
Testing (AUC) | |
---|---|---|---|---|
Setting 1 | Pat. independent | Pat. independent | 0.761 ± 0.004 | 0.743 |
Setting 2 | Pat. independent | Pat. dependent | 0.894 ± 0.000 | 0.749 |
Setting 3 | Pat. dependent | Pat. dependent | 0.876 ± 0.000 | 0.888 |