Training algorithm | The number of neurons | |||||
---|---|---|---|---|---|---|
5 | 10 | 15 | 20 | 25 | 30 | |
LM | 2.3338 | 2.3825 | 2.4444 | 2.3863 | 2.3782 | 3.0873 |
BR | 1.9291 | 1.732 | 1.6963 | 1.6213 | 1.9454 | 1.8312 |
BFGS Quasi-Newton | 2.3948 | 2.3701 | 2.3726 | 2.3932 | 2.2855 | 2.2507 |
RP | 2.3513 | 2.3365 | 2.4433 | 2.6511 | 3.2506 | 2.8938 |
SCG | 2.4085 | 2.4049 | 2.3882 | 2.3791 | 2.3944 | 2.322 |
CGB | 2.3927 | 2.4045 | 2.4045 | 2.4301 | 2.3861 | 2.3365 |
CGF | 2.4015 | 2.3845 | 2.3936 | 2.3581 | 2.3642 | 2.319 |
CGP | 2.3966 | 2.3989 | 2.4514 | 2.4038 | 2.3545 | 2.7662 |
OSS | 2.3706 | 2.3924 | 2.4454 | 2.4101 | 2.5861 | 2.8005 |
GDX | 2.405 | 2.3985 | 2.8746 | 2.8096 | 2.6103 | 2.9711 |
GDM | 16.0903 | 23.6745 | 26.0844 | 25.2706 | 32.1784 | 41.2996 |
GD | 16.896 | 42.1661 | 36.6554 | 30.9327 | 26.1043 | 29.3946 |