Fusion of convolutional neural network with XGBoost feature extraction for predicting multi-constituents in corn using near infrared spectroscopy
Xin Zou, Qiaoyun Wang, Yinji Chen, Jilong Wang, Shunyuan Xu, Ziheng Zhu, Chongyue Yan, Shan Peng, Shuyu Wang, Yongqing Fu
Topics & Concepts
OverfittingConvolutional neural networkPattern recognition (psychology)Artificial intelligenceComputer scienceFeature extractionNear-infrared spectroscopyFeature (linguistics)Artificial neural networkPhysicsOpticsLinguisticsPhilosophySpectroscopy and Chemometric AnalysesWater Quality Monitoring and AnalysisSpectroscopy Techniques in Biomedical and Chemical Research