Prediction performance and reliability evaluation of three ginsenosides in Panax ginseng using hyperspectral imaging combined with a novel ensemble chemometric model
Youyou Wang, Siman Wang, Ruibin Bai, Xiaoyong Li, Yuwei Yuan, Tiegui Nan, Chuanzhi Kang, Jian Yang, Luqi Huang
Topics & Concepts
Hyperspectral imagingAmerican ginsengGinsengPrediction intervalReliability (semiconductor)Convolutional neural networkArtificial intelligencePattern recognition (psychology)Random forestKrigingMathematicsStatisticsComputer scienceMedicinePhysicsPower (physics)Quantum mechanicsAlternative medicinePathologySpectroscopy and Chemometric AnalysesGinseng Biological Effects and ApplicationsSpectroscopy Techniques in Biomedical and Chemical Research