Beyond Debiasing: Actively Steering Feature Selection via Loss Regularization.
Jan BlunkNiklas PenzelPaul BodesheimJoachim DenzlerPublished in: DAGM (2023)
Keyphrases
- feature selection
- text categorization
- mutual information
- text classification
- active learning
- machine learning
- microarray data
- feature extraction
- classification accuracy
- irrelevant features
- selected features
- regularization parameter
- information gain
- support vector
- feature set
- support vector machine
- model selection
- high dimensionality
- feature subset
- feature selection algorithms
- knn
- parameter selection
- method for feature selection
- feature selection and classification
- high dimensional
- neural network
- selecting relevant features
- wheeled mobile robots
- general loss functions
- small sample
- feature weighting
- naive bayes
- multi class
- image processing