Welfare and Distributional Impacts of Fair Classification.
Lily HuYiling ChenPublished in: CoRR (2018)
Keyphrases
- classification accuracy
- classification method
- pattern recognition
- text classification
- data sets
- pattern classification
- automatic classification
- classification process
- classification systems
- classification algorithm
- support vector
- benchmark datasets
- benchmark data sets
- feature extraction
- feature space
- preprocessing
- support vector machine
- image classification
- correct classification
- classification scheme
- classification rules
- decision rules
- automated classification
- supervised classification
- accuracy rate
- machine learning methods
- cross validation
- svm classifier
- class labels
- machine learning algorithms
- support vector machine svm
- unsupervised learning
- supervised learning
- active learning
- pairwise
- object recognition
- feature selection