Fast multi-label feature selection based on information-theoretic feature ranking.
Jae-Sung LeeDae-Won KimPublished in: Pattern Recognit. (2015)
Keyphrases
- information theoretic
- multi label
- feature ranking
- feature selection
- text categorization
- mutual information
- text classification
- random forest
- high dimensionality
- image classification
- graph cuts
- learning tasks
- knn
- feature subset
- feature space
- feature selection algorithms
- support vector machine
- machine learning
- selected features
- model selection
- class labels
- feature subset selection
- classification accuracy
- semi supervised learning
- support vector
- feature extraction
- dimensionality reduction
- k nearest neighbor
- data mining
- bayesian networks
- feature set
- fold cross validation
- supervised learning
- feature vectors
- image registration
- cost sensitive
- classification models
- higher order