Selecting Feature Subset via Constraint Association Rules.
Guangtao WangQinbao SongPublished in: PAKDD (2) (2012)
Keyphrases
- feature subset
- association rules
- selection algorithm
- feature subset selection
- selecting features
- feature selection
- classification accuracy
- association rule mining
- data mining
- input features
- feature set
- classification models
- selected features
- frequent itemsets
- knowledge discovery
- feature selection algorithms
- genetic algorithm ga
- feature space
- optimal subset of features
- ensemble feature selection
- itemsets
- feature ranking
- irrelevant features
- high dimensionality
- ensemble methods
- method for feature selection
- redundant features
- unsupervised feature selection
- neural network
- machine learning
- frequent patterns
- training data
- object recognition
- support vector machine
- text categorization
- svm classifier