Variable Selection for Multivariate Calibration in Chemometrics: A Real-World Application with Building Blocks Disruption Problem.
Lauro C. M. de PaulaAnderson da Silva SoaresTelma Woerle de LimaArlindo R. G. FilhoClarimar José CoelhoPublished in: GECCO (Companion) (2016)
Keyphrases
- building blocks
- variable selection
- cross validation
- input variables
- high dimensional
- linear models
- model selection
- dimension reduction
- stochastic search
- group lasso
- number of input variables
- ensemble selection
- ls svm
- high dimensional data
- feature selection
- regression model
- database
- unsupervised learning
- least squares
- semi supervised
- computer vision
- machine learning
- logistic regression models
- neural network
- databases