Table 6.
aSFS-hABC coupled cross-validation Pearson's r correlation between hyperparameter simulated true value and estimated value.
Tolerance level of accepted simulations = 0.001 | ||||||||
---|---|---|---|---|---|---|---|---|
ζ | τ s | E(τ) | E(ε) | E(NE) | Var(τ)/E(τ) | Var(ε)/E(ε) | Var(NE)/E(NE) | |
Median | 0.808 | 0.611 | 0.893 | 0.466 | 0.512 | 0.711 | 0.504 | 0.525 |
Mode | 0.843 | 0.630 | 0.915 | 0.451 | 0.451 | 0.872 | 0.013 | 0.340 |
Tolerance level of accepted simulations = 0.004 | ||||||||
---|---|---|---|---|---|---|---|---|
ζ | τ s | E(τ) | E(ε) | E(NE) | Var(τ)/E(τ) | Var(ε)/E(ε) | Var(NE)/E(NE) | |
Median | 0.820 | 0.604 | 0.888 | 0.446 | 0.446 | 0.717 | 0.478 | 0.491 |
Mode | 0.852 | 0.637 | 0.910 | 0.376 | 0.401 | 0.853 | −0.214 | 0.230 |
Tolerance level of accepted simulations = 0.050 | ||||||||
---|---|---|---|---|---|---|---|---|
ζ | τ s | E(τ) | E(ε) | E(NE) | Var(τ)/E(τ) | Var(ε)/E(ε) | Var(NE)/E(NE) | |
Median | 0.804 | 0.645 | 0.872 | 0.377 | 0.348 | 0.735 | 0.422 | 0.388 |
Mode | 0.829 | 0.598 | 0.901 | 0.112 | 0.293 | 0.683 | −0.099 | 0.063 |