Table 2.
Comparison of binary classification (AUC) and acquisition clustering (NMI) results using both single-view and multi-view architectures.
Architectures | AUC | NMI |
PCA100-M-S | 64.43±2.23 | 0.39 |
FCN1024-M-FCN64-S | 82.53±4.74 | 0.87 |
GCN128-M-S | 93.75±5.39 | 0.98 |
MVGCN128-M-Smean | 94.74±5.62 | 1.00 |
MVGCN128-M-Smax | 95.37±5.87 | 1.00 |