Spectroscopy and Spectral Analysis, Volume. 42, Issue 5, 1465(2022)

Qualitative Analysis of Pesticide Residues on Chinese Cabbage Based on GK Improved Possibilistic C-Means Clustering

Yang TAN1、1;, Xiao-hong WU2、2; 3; *;, Bin WU4、4;, Yan-jun SHEN1、1;, and Jin-mao LIU1、1;
Author Affiliations
  • 11. Institute of Talented Engineering Students, Jiangsu University, Zhenjiang 212013, China
  • 22. School of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, China
  • 44. Department of Information Engineering, Chuzhou Polytechnic, Chuzhou 239000, China
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    Figures & Tables(7)
    Raw FT-MIR spectral data
    FT-MIR spectral data processed by MSC
    The average FT-MIR spectral data processed by MSC
    Scores plot of LDA algorithm
    Typical value of GKIPCM
    • Table 1. Clustering accuracies of GK, GKIPCM, IPCM with different values of m

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      Table 1. Clustering accuracies of GK, GKIPCM, IPCM with different values of m

      mGK聚类GKIPCM聚类IPCM聚类
      2.063.89%97.22%91.67%
      2.490.28%97.22%91.67%
      2.894.44%95.83%91.67%
      3.294.44%95.83%94.44%
      3.694.44%94.44%94.44%
      4.094.44%95.83%94.44%
      4.494.44%95.83%95.83%
      4.894.44%97.22%87.50%
      5.295.83%97.22%86.11%
      5.695.83%97.22%87.50%
      6.097.22%93.06%90.28%
    • Table 2. Clustering accuracies of GK, GKIPCM, IPCM with different numbers of principal components

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      Table 2. Clustering accuracies of GK, GKIPCM, IPCM with different numbers of principal components

      主成分个数GK聚类GKIPCM聚类IPCM聚类
      1156.94%51.39%59.72%
      1356.94%87.50%54.17%
      1588.89%87.50%83.33%
      1786.11%87.50%86.11%
      1986.11%94.44%88.89%
      2147.22%95.83%91.67%
      2363.89%97.22%91.67%
      2588.89%94.44%91.67%
      2793.06%94.44%94.44%
      2986.11%95.83%95.83%
      3194.44%95.83%95.83%
      3393.06%95.83%91.67%
      3581.94%93.06%91.67%
      3793.06%94.44%90.28%
      3994.44%93.06%90.28%
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    Yang TAN, Xiao-hong WU, Bin WU, Yan-jun SHEN, Jin-mao LIU. Qualitative Analysis of Pesticide Residues on Chinese Cabbage Based on GK Improved Possibilistic C-Means Clustering[J]. Spectroscopy and Spectral Analysis, 2022, 42(5): 1465

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    Paper Information

    Category: Research Articles

    Received: Apr. 17, 2021

    Accepted: --

    Published Online: Nov. 10, 2022

    The Author Email:

    DOI:10.3964/j.issn.1000-0593(2022)05-1465-06

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