Stable Causal Feature Selection based on Direct Causal Effect Estimation.
Xiaojing DuQingfeng ChenDebo ChengQian HuangJunyue CaoZhenyun DengShichao ZhangPublished in: HPCC/DSS/SmartCity/DependSys (2022)
Keyphrases
- feature selection
- text categorization
- mutual information
- bayesian networks
- model selection
- causal networks
- estimation accuracy
- selected features
- parameter estimation
- neural network
- image sequences
- machine learning
- unsupervised feature selection
- semi supervised
- multi class
- density estimation
- selection criterion
- feature extraction
- robust estimation
- causal models
- information gain
- feature set
- feature subset
- high dimensionality
- support vector machine
- text classification
- graphical models
- least squares