Table 2.
Quantification of model training and validation error. The normalized mean squared error (NMSE) or the fraction of correct predictions was calculated over the parameter ensemble.
| Species | Simulation | NSME or Fraction correct | Purpose | Citation |
|---|---|---|---|---|
| Fig. 3 | ||||
| BLR1 mRNA | Panel A | 1.80 | Training | 21 |
| pRaf | Panel B | 0.83 | Training | 21 |
| pMek | Panel C | 2.31 | Training | 21 |
| pErk | Panel D | 10.58 | Training | 21 |
| Fig. 4 | ||||
| BLR1 mRNA | Panel A | — | Training | 21 |
| BLR1 mRNA | Panel B | — | Training | 21 |
| pRaf | Panel C | — | Training | 21 |
| Fig. 5 | ||||
| G1/0 Arrest | Panel A | — | Validation | 92 |
| Rb mRNA | Panel B | 0.07 | Validation | 92 |
| Rb protein | Panel B | 2.52 | Validation | This study |
| Table 3 | ||||
| p47Phox | — | 3/3 | Validation | 93 |
| SPRK2 | — | 3/3 | Validation | 93 |
| PRK | — | 2/3 | Validation | 93 |
| Cyclin D | — | 1/3 | Validation | 93 |
| RhoGDI | — | 1/3 | Validation | 93 |
| CD45 | — | 1/3 | Validation | 93 |
| IRF | — | 0/3 | Validation | 93 |