Table 6:
P-value of t-test on ADNI2 and OASIS-3 for five FC metrics
| Dataset | Compared Metrics | Acc | AUC | Spe | Sen | F1-score |
|---|---|---|---|---|---|---|
| ADNI2 | MI-CC | 0.0499 | 0.1356 | 0.0505 | 0.058 | 0.0579 |
| MI-CE | 0.0004 | 0.0026 | 0.0006 | 0.0001 | 0.0002 | |
| MI-KL | 6.92e-06 | 0.0002 | 1.49e-05 | 1.91e-06 | 3.68e-06 | |
| MI-CSE | 7.76e-11 | 1.29e-05 | 9.49e-08 | 3.07e-08 | 3.58e-05 | |
| CE-CC | 0.0482 | 0.1634 | 0.0528 | 0.0613 | 0.058 | |
| CE-KL | 0.0765 | 0.9673 | 0.0794 | 0.0383 | 0.0715 | |
| CE-CSE | 1.42e-06 | 3.34e-06 | 1.98e-07 | 1.71e-08 | 1.46e-06 | |
| KL-CC | 0.1968 | 0.1737 | 0.2163 | 0.2764 | 0.2031 | |
| OASIS-3 | MI-CC | 0.0023 | 0.2239 | 0.0005 | 0.0032 | 0.0188 |
| MI-CE | 1.35e-05 | 0.0013 | 1.92e-05 | 8.86e-06 | 4.39e-05 | |
| MI-KL | 0.0001 | 0.0095 | 1.42e-05 | 0.0003 | 0.0019 | |
| MI-CSE | 1.43e-07 | 1.62e-05 | 1.35e-05 | 1.51e-07 | 3.72e-05 | |
| CE-CC | 0.0002 | 0.0026 | 0.0008 | 0.0023 | 0.002 | |
| CE-KL | 0.1372 | 0.0616 | 0.9205 | 0.0683 | 0.055 | |
| CE-CSE | 2.42e-06 | 2.65e-05 | 1.84e-05 | 3.64e-06 | 0.0001 | |
| KL-CC | 0.0031 | 0.0247 | 0.0003 | 0.049 | 0.0616 |