Variable selection and validation in multivariate modelling.
Lin ShiJohan A. WesterhuisJohan RosénRikard LandbergCarl BruniusPublished in: Bioinform. (2019)
Keyphrases
- variable selection
- input variables
- cross validation
- linear models
- model selection
- stochastic search
- high dimensional
- dimension reduction
- regression model
- group lasso
- high dimensional data
- logistic regression models
- feature extraction
- sparsity inducing
- neural network
- preprocessing
- data analysis
- image processing
- learning algorithm