Research Article
Spectral Quantitative Analysis Model with Combining Wavelength Selection and Topology Structure Optimization
Table 2
The experimental results of Dataset 1 for NO2.
| NO2 | RMSECV | RMSEP | | | CR |
| PLS | 424.2092 | 406.1298 | 0.4910 | 0.2198 | 0 | BPNN | 488.1834 | 405.3482 | 0.6651 | 0.6515 | 0 | GA-BPNN | 213.2712 | 210.1223 | 0.8314 | 0.7028 | 0 | UVE | 183.9214 | 198.9831 | 0.9001 | 0.7713 | 0.9818 | GA-PLS | 249.2341 | 262.9014 | 0.8199 | 0.6310 | 0.5039 | The proposed method | 128.5434 | 125.9855 | 0.8813 | 0.8854 | 0.5218 |
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