• Spectroscopy and Spectral Analysis
  • Vol. 41, Issue 8, 2427 (2021)
Bing GAO*, Shuai XU, Lu-jia HAN, and Xian LIU*;
Author Affiliations
  • College of Engineering, China Agricultural University, Beijing 100083, China
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    DOI: 10.3964/j.issn.1000-0593(2021)08-2427-05 Cite this Article
    Bing GAO, Shuai XU, Lu-jia HAN, Xian LIU. A Sequential Classification Strategy Applied to the Detection of Terrestrial Animal Lipid in Fish Oil by MID-Infrared Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2021, 41(8): 2427 Copy Citation Text show less
    Score plot of PCA based on the FTIR of pure fish oil and adulterated fish oil
    Fig. 1. Score plot of PCA based on the FTIR of pure fish oil and adulterated fish oil
    Results of PLS-DA one-class model
    Fig. 2. Results of PLS-DA one-class model
    Results of PLS-DA multi-class model(a): Discrimination 1 for pure fish oil; (b): Discrimination 1 for lard; (c): Discrimination 1 for chicken oil; (d): Discrimination 1 for tallow; (e): Discrimination 1 for suet; (f): Discrimination 2 for pure fish oil; (g): Discrimination 2 for non-ruminant lipid; (h): Discrimination 2 for ruminant lipid
    Fig. 3. Results of PLS-DA multi-class model
    (a): Discrimination 1 for pure fish oil; (b): Discrimination 1 for lard; (c): Discrimination 1 for chicken oil; (d): Discrimination 1 for tallow; (e): Discrimination 1 for suet; (f): Discrimination 2 for pure fish oil; (g): Discrimination 2 for non-ruminant lipid; (h): Discrimination 2 for ruminant lipid
    掺假物样品数纯样猪脂鸡油牛脂羊脂NAMAIR/%识别率/%拒绝率/%误判率/%
    纯样12120000000.00100.00100.000.00
    猪脂400340606630.0085.0089.9012.50
    鸡油390538001515.3892.3092.307.70
    牛脂390113069843.5982.1089.2014.40
    羊脂390003336320.0882.1091.5013.20
    Table 1. Results of first PLS-DA multi-class predictions
    掺假物样品数纯样品非反刍反刍NAMAIR/%识别率/%拒绝率/%误判率/%
    纯样品121200000.00100.00100.000.00
    非反刍790773236.3394.9092.206.42
    反刍780275326.4197.4096.702.90
    Table 2. Results of second PLS-DA multi-class predictions
    Bing GAO, Shuai XU, Lu-jia HAN, Xian LIU. A Sequential Classification Strategy Applied to the Detection of Terrestrial Animal Lipid in Fish Oil by MID-Infrared Spectroscopy[J]. Spectroscopy and Spectral Analysis, 2021, 41(8): 2427
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