| Correlation coefficients (R) | ||||
Training set | Test set | ||||
ANN Architecture | MSE | R1 (Y1) | R2 (Y2) | Y1 | R3 (Y2) |
3-1-2 | 0.1659259 | 0.92128689 | 0.91239086 | 0.82247118 | 0.72747012 |
3-2-2 | 0.22996692 | 0.99740331 | 0.87870549 | 0.92032353 | 0.67258075 |
3-3-2 | 0.20802504 | 0.99777672 | 0.93682662 | 0.80768482 | 0.58815452 |
3-4-2 | 0.29619335 | 0.9987285 | 0.93693767 | 0.91939178 | 0.83428813 |
3-5-2 | 0.61754245 | 0.99872962 | 0.93693768 | 0.78946941 | 0.79764158 |
3-6-2 | 0.1949534 | 0.99872962 | 0.93693768 | 0.7362596 | 0.79232462 |
3-7-2 | 0.13496578 | 0.99872962 | 0.93693768 | 0.73462176 | 0.90039381 |
3-8-2 | 0.20382485 | 0.99872962 | 0.93693768 | 0.97739648 | 0.70138762 |
3-9-2 | 0.43937642 | 0.99872962 | 0.93693768 | 0.72102712 | −0.30492145 |
3-10-2 | 0.28193651 | 0.99872962 | 0.93693768 | 0.96602334 | 0.90223518 |
3-11-2 | 0.26927229 | 0.99872962 | 0.93693768 | 0.79578759 | −0.39306527 |
3-12-2 | 0.71747384 | 0.99872962 | 0.93693768 | 0.71367914 | −0.22367037 |
3-13-2 | 0.53423457 | 0.99872962 | 0.93693768 | 0.97144311 | 0.64674232 |
3-14-2 | 0.3663114 | 0.99872962 | 0.93693768 | 0.86883668 | 0.9357336 |
3-15-2 | 0.25800042 | 0.99872962 | 0.93693768 | 0.75577645 | 0.87587747 |