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Determination of Quality Parameters for Pacific Whiting Surimi Using Three Different Computer Analyses

Authors :
Gilbert Sylvia
Gregory J. Peters
John Bolte
Michael T. Morrissey
Publication Year :
2020
Publisher :
CRC Press, 2020.

Abstract

Quality parameters for surimi from Pacific Whiting were detennined. Three different computer analyses were used: these included a traditional multiple linear regression, a model that documents the quality issues in a non-linear neural network framework, and an induction-type machine learning system to establish relationships of the on-board handling, physical characteristics and dockside storage condition on product quality. The strengths and weaknesses of each model are discussed.

Details

Database :
OpenAIRE
Accession number :
edsair.doi...........703e8ecc07efa07b350bce0367d5ea56
Full Text :
https://doi.org/10.1201/9781003075899-20