A selective review of robust variable selection with applications in bioinformatics.
Cen WuShuangge MaPublished in: Briefings Bioinform. (2015)
Keyphrases
- variable selection
- cross validation
- high dimensional
- input variables
- model selection
- stochastic search
- linear models
- gene function prediction
- dimension reduction
- data analysis
- machine learning
- text mining
- high dimensional data
- number of input variables
- group lasso
- neural network
- feature selection
- data mining
- support vector machine svm
- unsupervised learning
- low dimensional
- logistic regression models