Empirical evaluation of feature selection methods in classification.
Luka CehovinZoran BosnicPublished in: Intell. Data Anal. (2010)
Keyphrases
- empirical evaluation
- classification systems
- pattern classification
- support vector
- pattern recognition
- classification accuracy
- machine learning
- classification models
- decision rules
- image classification
- correct classification
- automatic classification
- feature selection
- feature vectors
- support vector machine
- feature extraction
- machine learning methods
- database
- data sets
- classification rate
- decision trees
- training set
- benchmark datasets
- dimensionality reduction
- class labels
- text classification
- incremental learning
- feature set
- data mining
- object classification
- supervised classification
- rough sets
- accurate classification
- supervised learning