LAGAM: A Length-Adaptive Genetic Algorithm With Markov Blanket for High-Dimensional Feature Selection in Classification.
Junhai ZhouQuanwang WuMengchu ZhouJunhao WenYusuf Al-TurkiAbdullah AbusorrahPublished in: IEEE Trans. Cybern. (2023)
Keyphrases
- markov blanket
- feature selection
- variable selection
- high dimensional
- high dimensionality
- bayesian networks
- target variable
- feature space
- classification accuracy
- structure learning
- bayesian network classifiers
- feature set
- support vector
- causal discovery
- feature extraction
- dimension reduction
- conditional independence
- text classification
- support vector machine
- decision trees
- classification models
- approximate inference
- dimensionality reduction
- causal graph
- machine learning
- low dimensional
- cross validation
- data sets
- class imbalance
- graphical models