Time-efficient estimation of conditional mutual information for variable selection in classification.
Diman TodorovRossi SetchiPublished in: Comput. Stat. Data Anal. (2014)
Keyphrases
- variable selection
- conditional mutual information
- selection criterion
- cross validation
- model selection
- input variables
- dimension reduction
- mutual information
- feature selection
- logistic regression models
- machine learning
- linear models
- high dimensional
- group lasso
- decision trees
- text classification
- classification accuracy
- support vector
- image classification
- svm classifier
- preprocessing
- pattern recognition
- fuzzy logic
- structured sparsity
- data sets
- sparsity inducing