Empirical Study of Feature Selection Methods in Classification.
Antonio Arauzo-AzofraJosé Manuel BenítezPublished in: HIS (2008)
Keyphrases
- empirical studies
- uci datasets
- empirical analysis
- pattern recognition
- real world data sets
- classification accuracy
- classification systems
- decision trees
- support vector machine
- image classification
- machine learning algorithms
- automated classification
- learning vector quantization
- support vector machine svm
- correct classification
- supervised learning
- feature vectors
- document classification
- classification process
- feature selection
- systematic review
- database
- classification scheme
- pattern classification
- classification algorithm
- decision rules
- sample size
- class labels
- text categorization
- feature extraction