Automating Procedurally Fair Feature Selection in Machine Learning.
Clara BelitzLan JiangNigel BoschPublished in: AIES (2021)
Keyphrases
- feature selection
- machine learning
- text classification
- support vector machine
- feature engineering
- mutual information
- high dimensionality
- text categorization
- learning tasks
- feature ranking
- machine learning algorithms
- classification accuracy
- knowledge acquisition
- machine learning methods
- pattern recognition
- feature space
- knowledge discovery
- irrelevant features
- decision trees
- computational intelligence
- feature set
- gene expression data
- computer vision
- feature selection algorithms
- small sample
- data mining
- multi class
- information extraction
- active learning
- learning systems
- statistical methods
- feature subset
- knowledge discovery in databases
- discriminative features
- feature vectors
- support vector
- genetic algorithm
- feature generation
- artificial intelligence
- microarray classification