Methods of forward feature selection based on the aggregation of classifiers generated by single attribute.
Linkai LuoLing-Jun YeMeixiang LuoDengfeng HuangHong PengFan YangPublished in: Comput. Biol. Medicine (2011)
Keyphrases
- feature selection
- machine learning methods
- support vector
- feature space
- significant improvement
- training data
- benchmark datasets
- cross validation
- classification method
- classification models
- feature selection algorithms
- optimal subset of features
- classification decisions
- higher classification accuracy
- accurate classification
- classifier ensemble
- classification systems
- feature subset
- machine learning
- multi class