Detection of paralytic shellfish toxins by near-infrared spectroscopy based on a near-Bayesian SVM classifier with unequal misclassification costs.

Liu, Yao; Xiong, Jianfang; Qiao, Fu; Xu, Lele; Xu, Zhen

Liu, Yao; Xiong, Jianfang; Qiao, Fu; Xu, Lele; Xu, Zhen.

Affiliation

Liu Y; School of Electronic and Electrical Engineering, Lingnan Normal University, Zhanjiang, China.
Xiong J; School of Computer Science and Intelligence Education, Lingnan Normal University, Zhanjiang, China.
Qiao F; School of Computer Science and Intelligence Education, Lingnan Normal University, Zhanjiang, China.
Xu L; Mangrove Institute, Lingnan Normal University, Zhanjiang, China.
Xu Z; School of Life Science and Technology, Lingnan Normal University, Zhanjiang, China.

J Sci Food Agric ; 104(4): 1984-1991, 2024 Mar 15.

Article in En | MEDLINE | ID: mdl-37899531

Subject(s)

Bivalvia; Support Vector Machine; Animals; Humans; Bayes Theorem; Spectroscopy, Near-Infrared; Bivalvia/chemistry; Shellfish/analysis

Key words

imbalanced classification; near-Bayesian SVM; near-infrared spectroscopy; paralytic shellfish toxins; unequal misclassification costs

Fulltext

Add to My VHL

XML

PubMed Links

Search on Google

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Bivalvia / Support Vector Machine Limits: Animals / Humans Language: En Journal: J Sci Food Agric Year: 2024 Document type: Article Affiliation country: China Country of publication: United kingdom

Fulltext

Add to My VHL

XML

PubMed Links

Search on Google