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A combination strategy of random forest and back propagation network for variable selection in spectral calibration

Article ID Journal Published Year Pages File Type
10140734 Chemometrics and Intelligent Laboratory Systems 2018 38 Pages PDF
Keywords
Variable selectionFourier transform near infrared spectroscopyRandom forestGini IndexBack propagation networkSoil organic carbon
Related Topics
Physical Sciences and Engineering Chemistry Analytical Chemistry
Preview
A combination strategy of random forest and back propagation network for variable selection in spectral calibration
Authors
Huazhou Chen, Xiaoke Liu, Zhen Jia, Zhenyao Liu, Kai Shi, Ken Cai,
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Journal
Chemometrics and Intelligent Laboratory Systems
Journal: Chemometrics and Intelligent Laboratory Systems
Related Categories
Variable selection
Fourier transform near infrared spectroscopy
Random forest
Gini Index
Back propagation network
Soil organic carbon
Analytical Chemistry
Chemistry (General)
Electrochemistry
Inorganic Chemistry
Organic Chemistry
Physical and Theoretical Chemistry
Spectroscopy
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