Wrapper for Ranking Feature Selection.
Roberto RuizJesús S. Aguilar-RuizJosé Cristóbal Riquelme SantosPublished in: IDEAL (2004)
Keyphrases
- feature selection
- feature ranking
- text categorization
- machine learning
- accurate classification
- web search
- ranking algorithm
- high dimensionality
- text classification
- classification accuracy
- wrapper feature selection
- feature extraction
- support vector
- multi class
- feature selection algorithms
- model selection
- mutual information
- feature set
- support vector machine
- ranking functions
- feature space
- feature subset
- feature subset selection
- information gain
- wrapper method
- individual features
- microarray data
- dimensionality reduction
- link analysis
- selected features
- fold cross validation
- learning to rank
- black box
- neural network
- rank aggregation
- gene expression data
- unsupervised feature selection
- method for feature selection
- information retrieval systems
- correlation based feature selection