On Feature Selection through Clustering.
Richard ButterworthGregory Piatetsky-ShapiroDan A. SimoviciPublished in: ICDM (2005)
Keyphrases
- feature selection
- clustering algorithm
- clustering method
- high dimensionality
- unsupervised feature selection
- k means
- unsupervised learning
- data clustering
- text categorization
- data mining and pattern recognition
- hierarchical clustering
- data points
- multi class
- categorical data
- feature weighting
- outlier detection
- genetic algorithm
- classification accuracy
- high dimensional
- feature space
- text classification
- mutual information
- self organizing maps
- feature set
- cluster analysis
- supervised learning
- information gain
- support vector
- feature subspace
- website
- machine learning