Study of the Over-Fitting in Building PLS Model Using Orthogonal Signal Correction

ZHANG Xian; YUAN Hong-fu; GUO Zheng; SONG Chun-feng; LI Xiao-yu; XIE Jin-chun

doi:10.3964/j.issn.1000-0593(2011)06-1688-04

Spectroscopy and Spectral Analysis, Volume. 31, Issue 6, 1688(2011)

Study of the Over-Fitting in Building PLS Model Using Orthogonal Signal Correction

ZHANG Xian, YUAN Hong-fu^*, GUO Zheng, SONG Chun-feng, LI Xiao-yu, and XIE Jin-chun

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[in Chinese]

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References(4)

[1] [1] Wold S, Antti I, Lindgren R, et al. Chelnometrics and Intelligent Laboratory Systems, 1998, 44: 175.

[2] [2] Bertran E, Iturriaga H, Maspoch S, et al. Analytica Chimica Acta, 2001, 431: 303.

[3] [3] Li Hongdong, Liang Yizeng, Xu Qingsong, et al. Journal of Computational Chemistry, 2010, 3(3): 592.

[4] [4] Trygg J, Wold S. Journal of Chemometrics, 2002, 16: 119.

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ZHANG Xian, YUAN Hong-fu, GUO Zheng, SONG Chun-feng, LI Xiao-yu, XIE Jin-chun. Study of the Over-Fitting in Building PLS Model Using Orthogonal Signal Correction[J]. Spectroscopy and Spectral Analysis, 2011, 31(6): 1688

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Paper Information

Received: Jul. 19, 2010

Accepted: --

Published Online: Jan. 5, 2012

The Author Email: YUAN Hong-fu (hfyuan@mail.buct.edu.cn)

DOI:10.3964/j.issn.1000-0593(2011)06-1688-04

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology