Error-based Knockoffs Inference for Controlled Feature Selection.
Xuebin ZhaoHong ChenYingjie WangWeifu LiTieliang GongYulong WangFeng ZhengPublished in: CoRR (2022)
Keyphrases
- feature selection
- text categorization
- inference engine
- error bounds
- machine learning
- text classification
- error reduction
- unsupervised learning
- error rate
- mutual information
- feature space
- bayesian networks
- support vector
- high dimensionality
- inference process
- random fields
- method for feature selection
- unsupervised feature selection
- microarray data
- redundant features
- forward selection
- irrelevant features
- relative error
- error analysis
- feature selection algorithms
- probabilistic inference
- feature subset
- parameter estimation
- text mining
- support vector machine
- feature extraction
- genetic algorithm