Enumerate Lasso Solutions for Feature Selection.
Satoshi HaraTakanori MaeharaPublished in: AAAI (2017)
Keyphrases
- feature selection
- mutual information
- feature extraction
- feature set
- text classification
- classification accuracy
- irrelevant features
- feature selection algorithms
- feature subset
- model selection
- dimension reduction
- text categorization
- unsupervised learning
- unsupervised feature selection
- multi task
- information gain
- cross validation
- least squares
- multi class
- support vector
- microarray data
- machine learning
- classification models
- optimal solution
- bayesian networks
- decision trees
- redundant features
- method for feature selection