Modified Binary Cuckoo Search for Feature Selection: A Hybrid Filter-Wrapper Approach.
Yun JiangXi LiuGuolei YanJize XiaoPublished in: CIS (2017)
Keyphrases
- feature selection
- wrapper method
- preprocessing step
- feature ranking
- text categorization
- feature space
- support vector machine
- text classification
- classification accuracy
- sequential forward
- multi class
- wrapper feature selection
- high dimensionality
- mutual information
- feature set
- feature selection algorithms
- gene selection
- machine learning
- feature extraction
- support vector
- hybrid learning
- unsupervised learning
- irrelevant features
- feature weighting
- noise removal
- active learning
- information gain
- feature subset
- gene expression data
- filtering algorithm
- non binary
- multi task
- unsupervised feature selection
- training data
- model selection