Accurate Markov Boundary Discovery for Causal Feature Selection.
Xingyu WuBingbing JiangKui YuChunyan MiaoHuanhuan ChenPublished in: IEEE Trans. Cybern. (2020)
Keyphrases
- feature selection
- causal discovery
- object boundaries
- text classification
- text categorization
- directed acyclic graph
- high quality
- causal relationships
- feature set
- markov chain
- feature extraction
- high dimensionality
- scientific discovery
- accurate classification
- discriminative features
- feature weighting
- markov model
- causal models
- feature subset
- mutual information
- multi class
- knowledge discovery
- classification accuracy
- highly accurate
- experimental data
- dimensionality reduction
- high accuracy
- irrelevant features
- support vector
- genetic algorithm