Feature Selection Algorithm for Identification of Male and Female Cocoons Based on SVM Bootstrapping Re-Weighted Sampling

Chu-han CHEN; Yang-sheng ZHONG; Xian-yan WANG; Yi-kun ZHAO; Fen DAI

doi:10.3964/j.issn.1000-0593(2022)04-1173-06

Spectroscopy and Spectral Analysis, Volume. 42, Issue 4, 1173(2022)

Feature Selection Algorithm for Identification of Male and Female Cocoons Based on SVM Bootstrapping Re-Weighted Sampling

Chu-han CHEN^1、*, Yang-sheng ZHONG^2、2;, Xian-yan WANG^3、3;, Yi-kun ZHAO^1、1;, and Fen DAI^{1、1; *;}

Author Affiliations

¹1. College of Electronic Engineering, South China Agricultural University, Guangzhou 510642, China

²2. College of Animal Science, South China Agricultural University, Guangzhou 510642, China

³3. Guangdong Sericulture Technology Promotion Center, Guangzhou 510640, China

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References(4)

[3] Li G, Tao D, Wang Z et al[D]. Spectroscopy Letters, 51, 446(2018).

[5] Song C, Yuan H, Zhu Z et al[D]. Sensors and Actuators B: Chemical, 268, 299(2018).

[11] Shardlow M[D]. An Analysis of Feature Selection Selection Techniques, Mathematics, Computer Sciences(2011).

[12] Min S, Xiong Y, Zhang J[D]. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 223, 117110(2019).

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Chu-han CHEN, Yang-sheng ZHONG, Xian-yan WANG, Yi-kun ZHAO, Fen DAI. Feature Selection Algorithm for Identification of Male and Female Cocoons Based on SVM Bootstrapping Re-Weighted Sampling[J]. Spectroscopy and Spectral Analysis, 2022, 42(4): 1173

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Paper Information

Category: Research Articles

Received: Jul. 13, 2021

Accepted: --

Published Online: Jul. 25, 2023

The Author Email: Chu-han CHEN (597748426@qq.com)

DOI:10.3964/j.issn.1000-0593(2022)04-1173-06

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