Application of Multi-Layered Gradient Boosting Decision Trees in Pharmaceutical Classification

Near-infrared spectroscopy technology is highly effective in pharmaceutical analysis. For high-dimensional and non-linear small-scale near-infrared data, traditional drug identification algorithms lack enough feature learning ability, neural network-based methods have problems of local optima and ov...

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Bibliographic Details
Main Author: DU Shishuai, QIU Tian, LI Lingqiao, HU Jinquan, ZHENG Anbing, FENG Yanchun, HU Changqin, YANG Huihua
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2020-02-01
Series:Jisuanji kexue yu tansuo
Subjects:
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2116.shtml