Active Feature Selection for the Mutual Information Criterion.
Shachar SchnappSivan SabatoPublished in: AAAI (2021)
Keyphrases
- information criterion
- feature selection
- model selection
- cross validation
- probability model
- selection criterion
- leave one out cross validation
- bayesian information criterion
- machine learning
- mutual information
- text categorization
- support vector
- widely applicable
- text classification
- feature vectors
- classification accuracy
- factor analysis
- dimension reduction
- information gain
- feature subset
- ensemble learning
- feature selection algorithms
- learning theory
- dimensionality reduction
- support vector machine
- knn
- lower bound