BoostFS: A Boosting-Based Irrelevant Feature Selection Algorithm.
Qiguang MiaoYing CaoJianfeng SongJiachen LiuYi-Ning QuanPublished in: Int. J. Pattern Recognit. Artif. Intell. (2015)
Keyphrases
- feature selection algorithms
- feature selection
- redundant features
- feature subset
- irrelevant features
- feature set
- data sets
- ensemble methods
- text classification
- text categorization
- selected features
- ensemble learning
- selection algorithm
- feature subset selection
- support vector
- imbalanced datasets
- selection criterion
- learning models
- machine learning
- support vector machine
- classification accuracy
- pattern recognition
- learning algorithm
- base classifiers
- unsupervised learning
- k nearest neighbor
- model selection
- artificial neural networks
- decision trees
- genetic algorithm