A Comparative Study of PLSR and SVM-R with Various Preprocessing Techniques for the Quantitative Determination of Soluble Solids Content of Hardy Kiwi Fruit by a Portable Vis/NIR Spectrometer

Linear partial least square and non-linear support vector machine regression analysis with various preprocessing techniques and their combinations were used to determine the soluble solids content of hardy kiwi fruits by a handheld, portable near-infrared spectroscopy. Fruits of four species, namely...

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Bibliographic Details
Main Authors: Shagor Sarkar, Jayanta Kumar Basak, Byeong Eun Moon, Hyeon Tae Kim
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Foods
Subjects:
Online Access:https://www.mdpi.com/2304-8158/9/8/1078