Table 8.
Datasets | Method | Accuracy | Sensitivity | Specificity | |
---|---|---|---|---|---|
ABIDE I | Nielsen et al. [15] | 0.6 | 0.62 | 0.58 | |
Ghiassian et al. [20] | 0.6502 | – | – | ||
Sen [21] | 0.6139 | 0.5781 | 0.6475 | ||
Our proposed method | Adam | 0.691 | 0.641 | 0.737 | |
Adamax | 0.7273 | 0.712 | 0.7348 | ||
ABIDE II | Adam | 0.6765 | 0.570 | 0.783 | |
Adamax | 0.7 | 0.582 | 0.804 | ||
Combination of ABIDE I and ABIDE II | Adam | 0.7045 | 0.679 | 0.7421 | |
Adamax | 0.7 | 0.59 | 0.798 |