Detecting Discrimination in a Black-Box Classifier.
Yasmeen AlufaisanMurat KantarciogluYan ZhouPublished in: CIC (2016)
Keyphrases
- black box
- feature selection
- black boxes
- white box
- test cases
- training data
- support vector
- hybrid systems
- feature space
- svm classifier
- rule extraction
- support vector machine
- integration testing
- training samples
- learning algorithm
- white box testing
- state transition
- data sets
- classification method
- classification algorithm
- decision trees
- supervised learning
- training set
- multi agent systems
- metadata
- neural network