Learning-to-rank vs ranking-to-learn: strategies for regression testing in continuous integration.
Antonia BertolinoAntonio GuerrieroBreno MirandaRoberto PietrantuonoStefano RussoPublished in: ICSE (2020)
Keyphrases
- learning to rank
- regression testing
- ranking functions
- evaluation measures
- ranking svm
- software maintenance
- loss function
- test cases
- information retrieval
- learning to rank algorithms
- learn a ranking function
- direct optimization
- test suite
- document retrieval
- collaborative filtering
- ranking models
- ranking list
- supervised learning
- software testing
- data sets
- test collection
- open source
- evaluation metrics
- language model
- query dependent
- software engineering
- directly optimize
- retrieval systems