Glee: A granularity filter for feature selection.
Jing BaPingxin WangXibei YangHualong YuDongjun YuPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- feature selection
- preprocessing step
- wrapper method
- text categorization
- feature set
- mutual information
- feature extraction
- support vector
- information gain
- noise reduction
- data sets
- model selection
- feature selection algorithms
- multi class
- unsupervised feature selection
- machine learning
- high dimensionality
- feature subset
- classification models
- method for feature selection
- filtering algorithm
- selected features
- microarray data
- redundant features
- forward selection
- nonlinear filters
- multi task
- support vector machine
- multiscale
- bayesian networks
- image processing
- neural network