From Parity to Preference-based Notions of Fairness in Classification.
Muhammad Bilal ZafarIsabel ValeraManuel Gomez-RodriguezKrishna P. GummadiAdrian WellerPublished in: CoRR (2017)
Keyphrases
- classification accuracy
- machine learning
- support vector machine
- feature selection
- benchmark datasets
- classification scheme
- classification method
- support vector
- pattern recognition
- decision rules
- feature vectors
- image classification
- classification systems
- decision trees
- feature extraction
- neural network
- training set
- object classification
- error correction
- classification models
- pattern classification
- game theory
- machine learning methods
- classification algorithm
- preprocessing
- feature space
- model selection
- text classification
- data sets
- supervised learning