Covariate-Correlated Lasso for Feature Selection.
Bo JiangChris H. Q. DingBin LuoPublished in: ECML/PKDD (1) (2014)
Keyphrases
- feature selection
- selected features
- text categorization
- mutual information
- text classification
- feature selection algorithms
- classification accuracy
- machine learning
- feature extraction
- support vector
- support vector machine
- multi class
- dimensionality reduction
- method for feature selection
- highly correlated
- high dimensionality
- model selection
- feature set
- feature space
- cross validation
- microarray data
- neural network
- feature weighting
- discriminative features
- irrelevant features
- information gain
- multi task
- variable selection
- least squares
- small sample
- redundant features
- data sets