Data-driven model discovery and model selection for noisy biological systems
Fig 6
Inferred models inferred from repressilator datasets.
For each model, the linear decay terms are known and the remaining terms are inferred. Underline denotes terms that are incorrect relative to the true model (Eqs 6). A–C. Inferred models with lowest AICc for datasets with additive noise, at 0 . 1, 1 and 10%. D–F. Inferred models with lowest AICc for datasets with multiplicative noise at at 0 . 1, 1 and 10%. G. The model with correct terms could be inferred at 10% additive noise, but was not ranked highest by AICc. H. The model with correct terms could be inferred at 10% multiplicative noise, but was not ranked highest by AICc.