Table 3:
The estimation accuracy on simulation data. The cosine similarity between estimated loading vector and ground truth is presented in each row. The best values are shown in bold text.
| MTS2CCA | MTGSCCA | MTSCCA | JCBSCCA | TCCA | SCCA | |
|---|---|---|---|---|---|---|
|
| ||||||
| u 1 | 0.999 | 0.999 | 0.999 | 0.990 | 0.997 | 0.999 |
| u 2 | 0.991 | 0.991 | 0.991 | 0.983 | 0.726 | 0.136 |
| u 3 | 0.966 | 0.962 | 0.963 | 0.819 | 0.549 | 0.071 |
| v 1 | 0.990 | 0.782 | 0.768 | 0.919 | 0.394 | 0.741 |
| v 2 | 0.968 | 0.708 | 0.685 | 0.986 | 0.032 | 0.042 |
| v 3 | 0.610 | 0.449 | 0.449 | 0.174 | 0.034 | 0.032 |