Xing-hu FU, Fei ZHAO, Zhen-xing WANG, Xin LU, Guang-wei FU, Wa JIN, Wei-hong BI. Quantitative Analysis of Goat Serum Protein Content by Raman Spectroscopy Based on IABC-SVR[J]. Spectroscopy and Spectral Analysis, 2021, 41(2): 540
- Spectroscopy and Spectral Analysis
- Vol. 41, Issue 2, 540 (2021)
Fig. 1. Raman processing
(a): 26 groups of original Raman spectra; (b): Smoothing processing; (c): Background baseline deduction; (d): Normalization
(a): 26 groups of original Raman spectra; (b): Smoothing processing; (c): Background baseline deduction; (d): Normalization
Fig. 2. Characteristic peak of Raman spectrum of serum protein
Fig. 3. Modeling process flow chart
Fig. 4. Correlation curve between actual value and predicted value in model test set
Fig. 5. Residual of model prediction
Fig. 6. Correlation curve between actual value and predicted value in three models’ prediction results
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Table 1. Characteristic peak of serum protein and its attribution
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Table 2. Evaluation results of three modeling methods
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