Multiaccuracy: Black-Box Post-Processing for Fairness in Classification.
Michael P. KimAmirata GhorbaniJames Y. ZouPublished in: CoRR (2018)
Keyphrases
- post processing
- black box
- preprocessing
- rule extraction
- black boxes
- white box
- classification accuracy
- feature extraction
- filtering method
- class labels
- pattern extraction
- machine learning
- text classification
- feature space
- white box testing
- hybrid systems
- test cases
- support vector machine
- human experts
- classification algorithm
- decision rules
- nearest neighbor
- decision trees
- feature selection
- computer vision