Table 6 Training and validation errors of cell cycle models.
From: Evaluating a common semi-mechanistic mathematical model of gene-regulatory networks
System | Traing and validation data from Cell Cycle SYSTEM | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
Cell Cycle (alpha 38) | Training error ANN MODEL | Training error Hill MODEL | ||||||||
[-1,+1] | [-5,+5] | [-10,+10] | [-20,+20] | [-1,+1] | [-5,+5] | [-10,+10] | [-20,+20] |
| s | |
0.110 | 0.111 | 0.109 | 0.114 | 0.110 | 0.110 | 0.113 | 0.113 | 0.111 | 0.002 | |
Cell Cycle (alpha 30) | Validation error ANN MODEL | Validation error Hill MODEL |
| s | ||||||
[-1,+1] | [-5,+5] | [-10,+10] | [-20,+20] | [-1,+1] | [-5,+5] | [-10,+10] | [-20,+20] | |||
0.220 | 0.416 | 0.725 | 0.213 | 0.201 | 0.195 | 0.214 | 0.214 | 0.300 | 0.187 | |