Error-Based Knockoffs Inference for Controlled Feature Selection.
Xuebin ZhaoHong ChenYingjie WangWeifu LiTieliang GongYulong WangFeng ZhengPublished in: AAAI (2022)
Keyphrases
- feature selection
- mutual information
- probabilistic inference
- machine learning
- feature weighting
- text categorization
- feature space
- feature selection algorithms
- error analysis
- text classification
- inference process
- probabilistic model
- model selection
- informative features
- error reduction
- feature extraction
- unsupervised feature selection
- neural network
- irrelevant features
- method for feature selection
- error detection
- generalization error
- prediction error
- classification models
- microarray data
- hidden markov models
- support vector