Table 2 Summary table of explained variances by the different methods in the second scenario using the real model settings (1,2,2)
Data-set | Part | Real | DISCO | JIVE | O2-PLS |
|---|---|---|---|---|---|
1 | Common | 0.11 | 0.11 | 0.83 | 0.11 |
1 | Distinctive | 0.88 | 0.88 | 0.16 | 0.88 |
1 | Error | 0.01 | 0.01 | 0.01 | 0.01 |
2 | Common | 0.62 | 0.62 | 0.00 | 0.62 |
2 | Distinctive | 0.36 | 0.36 | 0.91 | 0.32 |
2 | Error | 0.02 | 0.02 | 0.09 | 0.06 |