Table 1.
Results for classifying matching vs. non-matching brain networks in terms of AUC metric.
Methods | Views | |||||
---|---|---|---|---|---|---|
FACT | RK2 | SL | TL | ODF-RK2 | Hough | |
Raw Edges | 58.47±4.05 | 62.54±6.88 | 59.39±5.99 | 61.94±5.00 | 60.93±5.60 | 64.49±3.56 |
PCA | 64.10±2.10 | 63.40±2.72 | 64.43±2.23 | 62.46±1.46 | 60.93±2.63 | 63.46±3.52 |
FCN | 66.17±2.00 | 65.11±2.63 | 65.00±2.29 | 64.33±3.34 | 68.80±2.80 | 61.91±3.42 |
FCN2l | 82.36±1.87 | 81.02±4.28 | 81.68±2.49 | 81.99±3.44 | 82.53±4.74 | 81.77±3.74 |
GCN | 92.67±4.94 | 92.99±4.95 | 92.68±5.32 | 93.75±5.39 | 93.04±5.26 | 93.90±5.48 |