Loose-to-strict Markov blanket learning algorithm for feature selection.
Niantai WangHaoran LiuLiyue ZhangYanbin CaiQianrui ShiPublished in: Knowl. Based Syst. (2024)
Keyphrases
- markov blanket
- feature selection
- learning algorithm
- bayesian networks
- structure learning
- machine learning
- variable selection
- conditional independence
- causal discovery
- bayesian network classifiers
- probabilistic graphical models
- text classification
- approximate inference
- machine learning algorithms
- classification accuracy
- multi class
- learning process
- training data
- causal graph
- reinforcement learning
- dimension reduction
- training examples
- model selection
- graphical models
- active learning
- feature space
- transfer learning
- dynamic systems
- classification models
- random variables
- continuous variables
- feature set
- supervised learning
- support vector machine