Normalizing Flows for Knockoff-free Controlled Feature Selection.
Derek HansenBrian ManzoJeffrey RegierPublished in: CoRR (2021)
Keyphrases
- feature selection
- text categorization
- irrelevant features
- mutual information
- classification accuracy
- machine learning
- text classification
- unsupervised feature selection
- feature extraction
- feature selection algorithms
- support vector machine
- multi class
- model selection
- feature weighting
- feature subset
- method for feature selection
- high dimensionality
- multi task
- neural network
- dimensionality reduction
- information gain
- standard deviation
- selected features
- feature ranking
- computer controlled
- knn
- redundant features
- feature space
- conditional mutual information