Stability and Classification Performance of Feature Selection Techniques.
Huanjing WangTaghi M. KhoshgoftaarQianhui Althea LiangPublished in: ICMLA (1) (2011)
Keyphrases
- automatic classification
- classification accuracy
- pattern recognition
- machine learning
- correct classification
- classification algorithm
- classification systems
- classification scheme
- pattern classification
- training set
- real time
- supervised classification
- decision trees
- classification models
- benchmark datasets
- machine learning algorithms
- text classification
- support vector machine
- case study
- classification method
- supervised learning
- training data
- active learning
- feature vectors
- accuracy rate
- stability analysis
- support vector