Rapid identification of geographical origin of sea cucumbers Apostichopus japonicus using FT-NIR coupled with light gradient boosting machine
Yong Sun, Nan Liu, Xuming Kang, Yanfang Zhao, Rong Cao, Jinsong Ning, Haiyan Ding, Xiaofeng Sheng, Deqing Zhou
Topics & Concepts
Apostichopus japonicusGradient boostingSea cucumberBoosting (machine learning)Artificial intelligenceRandom forestDecision treePreprocessorComputer sciencePattern recognition (psychology)Support vector machineMachine learningMathematicsBiologyEcologyEchinoderm biology and ecologyCephalopods and Marine BiologyMeat and Animal Product Quality