DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection.
Hongyu ShenYici YanZhizhen ZhaoPublished in: CoRR (2024)
Keyphrases
- feature selection
- text categorization
- feature selection algorithms
- classification accuracy
- mutual information
- high dimensionality
- least squares
- regularized least squares
- unsupervised feature selection
- feature space
- support vector
- information gain
- feature set
- feature selection and classification
- naive bayes
- feature ranking
- classification models
- conditional mutual information
- dimensionality reduction
- multi class
- feature extraction
- data mining
- feature subset
- information content
- model selection
- multi task
- knn
- small sample
- training data
- selecting features
- forward selection
- data sets