Spectroscopy and Spectral Analysis, Volume. 42, Issue 2, 549(2022)

Identification of Boletus Species Based on Discriminant Analysis of Partial Least Squares and Random Forest Algorithm

Feng-xia CHEN1、*, Tian-wei YANG2、2;, Jie-qing LI1、1;, Hong-gao LIU3、3;, Mao-pan FAN1、1; *;, and Yuan-zhong WANG4、4; *;
Author Affiliations
  • 11. College of Resources and Environmental Sciences, Yunnan Agricultural University, Kunming 650201, China
  • 22. Yunnan Institute for Tropical Crops Research, Jinghong 666100, China
  • 33. College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming 650201, China
  • 44. Institute of Medicinal Plants, Yunnan Academy of Agricultural Sciences, Kunming 650200, China
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    References(10)

    [2] Li J, Liu H, Qi L et al[D]. Sensors, 18, 241(2018).

    [3] Budka A, Mleczek M, Rzymski P et al[D]. Journal of Food Composition and Analysis, 66, 168(2018).

    [4] Li Y, Wang Y, Zhang J[D]. Analytical and Bioanalytical Chemistry, 410, 91(2018).

    [5] Chen C, Gao R, Wang H et al[D]. PLOS ONE, 15, e238149(2020).

    [7] Li T, Liu H, Yao S et al[D]. Journal of the Science of Food and Agriculture, 98, 2215(2018).

    [9] Li Y, Wang Y, Zhang J[D]. Analytical and Bioanalytical Chemistry, 410, 91(2018).

    [10] Li J, Li X, Liu H et al[D]. International Journal of Food Properties, 23, 227(2020).

    [11] Duan Z, Li J, Yao S et al[D]. Analytical Letters, 53, 1019(2019).

    [12] Elcoroaristizabal S, Ocaña-González J A, Ríos-Reina R et al[D]. Food Chemistry, 230, 108(2017).

    [13] et al[D]. Journal of Machine Learning Research, 1(2018).

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    Feng-xia CHEN, Tian-wei YANG, Jie-qing LI, Hong-gao LIU, Mao-pan FAN, Yuan-zhong WANG. Identification of Boletus Species Based on Discriminant Analysis of Partial Least Squares and Random Forest Algorithm[J]. Spectroscopy and Spectral Analysis, 2022, 42(2): 549

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    Paper Information

    Category: Research Articles

    Received: Jan. 4, 2021

    Accepted: Feb. 1, 2021

    Published Online: Apr. 2, 2022

    The Author Email: Feng-xia CHEN (cfx0909@126.com)

    DOI:10.3964/j.issn.1000-0593(2022)02-0549-06

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