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The sensitivity of updated NIR PLS models for fruit sorting to initial parameter settings

Guthrie, J.A. and Liebenberg, C.J. and Walsh, K.B. (2006) The sensitivity of updated NIR PLS models for fruit sorting to initial parameter settings. In: 12th Australian Near Infrared Spectroscopy Group (ANISG) Conference, 7-10 May 2006, Rockhampton.

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Publisher URL: http://www.anisg.com.au

Abstract

Partial least squares regression models on NIR spectra are often optimised (for wavelength range, mathematical pretreatment and outlier elimination) in terms of calibration terms of validation performance with reference to totally independent populations.

Item Type:Conference or Workshop Item (Poster)
Corporate Creators:Emerging Technologies
Additional Information:© The State of Queensland, Department of Primary Industries & Fisheries. Copyright protects this publication. Except for purposes permitted by the Copyright Act 1968, reproduction by whatever means is prohibited without prior written permission of the Department of Primary Industries & Fisheries, Queensland.
Keywords:Fruit sorting; NIR PLS models.
Subjects:Technology > Technology (General) > Spectroscopy > NIR (Near Infrared)
Plant culture > Fruit and fruit culture
Plant culture > Harvesting, curing, storage
Deposited On:02 Mar 2009 06:39
Last Modified:13 Aug 2010 15:08

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