Table 2. Individual settings and corresponding results achieved with the Metropolis-Hastings method for agnostic, linear, and sigmoidal model (shown in particular rows).
# iterations | # accepted points | burn-in period | initial parameter | computational time | # parameters | |
---|---|---|---|---|---|---|
Agnostic | 10,000,000 | 2,249 | 25% | [0.1, …, 0.1] | 15.67h | 10 |
Linear | 30,000,000 | 546,934 | 25% | [0.5, 0.5] | 12.56h | 2 |
Sigmoidal | 358,287 | 19,841 | 25% | [50, 5, 5, 0.5] | 96h | 4 |