Estimation of Organic Carbon in Anthropogenic Soil by VIS-NIR Spectroscopy: Effect of Variable Selection.
Lu XuYongsheng HongYu WeiLong GuoTiezhu ShiYi LiuQinghu JiangTeng FeiYaolin LiuAbdul M. MouazenYiyun ChenPublished in: Remote. Sens. (2020)
Keyphrases
- variable selection
- vis nir
- least squares support vector machine
- ls svm
- input variables
- cross validation
- spectral data
- high dimensional
- dimension reduction
- model selection
- infrared
- high dimensional data
- parameter estimation
- partial least squares
- nearest neighbor
- data sets
- learning algorithm
- membership functions
- feature space