Table 7.
Applying the t test to evaluation criteria obtained from tenfold cross validation on combined CNNs with maximum value and combined MCNNEs according to rs-fMRI data based on first slices and using Adam and Adamax optimization techniques
| Optimization techniques | Datasets | p value | ||
|---|---|---|---|---|
| Accuracy | Sensitivity | Specificity | ||
| Adam | ABIDE I | 0.8384 | 0.4528 | 0.9438 |
| ABIDE II | – | 0.8541 | 0.7385 | |
| Combination of ABIDE I and ABIDE II | – | – | 0.3233 | |
| Adamax | ABIDE I | – | – | – |
| ABIDE II | – | 0.8784 | 0.78 | |
| Combination of ABIDE I and ABIDE II | 0.617 | 0.5967 | 0.3856 | |