A Ranking Approach to Fair Classification.
Jakob SchöfferNiklas KühlIsabel ValeraPublished in: CoRR (2021)
Keyphrases
- decision trees
- accurate classification
- pattern recognition
- classification accuracy
- classification method
- machine learning
- support vector
- class labels
- feature vectors
- classification algorithm
- decision rules
- classification scheme
- support vector machine svm
- data sets
- classification systems
- high dimensional
- feature space
- preprocessing
- feature extraction
- machine learning methods
- ranking algorithm
- pairwise classification
- classification process
- classification models
- learning to rank
- pattern classification
- loss function
- benchmark datasets
- machine learning algorithms
- support vector machine
- pairwise
- similarity measure
- information retrieval