Table 1 Best performing FFNN sorted by \(R^2(\mathrm {D}^\mathrm {T})\) after Phase 2
ID | Architecture | Phase 2 | ||
|---|---|---|---|---|
\(\varvec{\{N,n,a(x)\}}\) | \(\varvec{R^2(\mathrm {D}^\mathrm {T})}\) | \(\varvec{R^2(\mathrm {D}^\mathrm {C})}\) | \(\varvec{R^2(\mathrm {D}^\mathrm {V})}\) | |
FFNN1 | \(\{4,8,\tanh (x)\}\) | 0.9475 | 0.9756 | 0.9756 |
FFNN2 | \(\{4,7,\tanh (x)\}\) | 0.9442 | 0.9736 | 0.9736 |
FFNN3 | \(\{3,8,\tanh (x)\}\) | 0.9401 | 0.9727 | 0.9727 |