Research Article
Estimation of Acceleration Amplitude of Vehicle by Back Propagation Neural Networks
Table 9
The (
) values for AA with various neurons in the hidden layer.
| Number of hidden neurons | Acronym of training method | LM | BFG | RP | SCG | CGB | CGF | CGP | OSS | GDX |
| 4 | 0.9977 | 0.9888 | 0.9819 | 0.9957 | 0.9738 | 0.9918 | 0.9905 | 0.9913 | 0.9891 | 5 | 0.9981 | 0.9676 | 0.992 | 0.9909 | 0.9942 | 0.9864 | 0.9846 | 0.9969 | 0.9916 | 6 | 0.9999 | 0.9981 | 0.9942 | 0.9578 | 0.9986 | 0.9978 | 0.9681 | 0.9963 | 0.9945 | 7 | 0.9985 | 0.9998 | 0.9967 | 0.9996 | 0.9996 | 0.9995 | 0.9595 | 0.9890 | 0.9856 | 8 | 0.9967 | 0.9928 | 0.9994 | 0.9998 | 0.9998 | 0.9698 | 0.9898 | 0.9898 | 0.9881 |
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