On the Consistency of Feature Selection With Lasso for Non-linear Targets.
Yue ZhangWeihong GuoSoumya RayPublished in: ICML (2016)
Keyphrases
- feature selection
- text classification
- mutual information
- text categorization
- machine learning
- high dimension
- classification accuracy
- high dimensionality
- model selection
- feature selection algorithms
- consistency checking
- feature set
- target detection
- support vector machine
- feature extraction
- feature space
- support vector
- multi class
- unsupervised feature selection
- naive bayes
- infrared
- unsupervised learning
- feature subset
- target recognition
- variable selection
- redundant features
- method for feature selection
- selected features
- global constraints
- information gain
- classification models
- dimension reduction
- knn
- decision trees
- genetic algorithm