Black box fairness testing of machine learning models.
Aniya AggarwalPranay LohiaSeema NagarKuntal DeyDiptikalyan SahaPublished in: ESEC/SIGSOFT FSE (2019)
Keyphrases
- black box
- machine learning models
- white box
- test cases
- integration testing
- white box testing
- machine learning algorithms
- spam filtering
- machine learning approaches
- black boxes
- machine learning
- learning models
- test data
- predictive model
- knn
- data model
- test suite
- machine learning methods
- software testing
- higher order
- feature extraction