Variable Selection and Optimization in Rapid Detection of Soybean Straw Biomass Based on CARS.
Yan WangFeng JiangBrij B. GuptaSeungmin RhoQingfen LiuHandan HouDongjun JingWeizheng ShenPublished in: IEEE Access (2018)
Keyphrases
- variable selection
- stochastic search
- cross validation
- input variables
- linear models
- high dimensional
- model selection
- optimization problems
- dimension reduction
- sparsity inducing
- group lasso
- optimization methods
- feature selection
- genetic algorithm
- logistic regression models
- data sets
- number of input variables
- convex optimization problems
- simulated annealing
- training data
- neural network