Learning a classifier for false positive error reports emitted by static code analysis tools.
Ugur KocParsa SaadatpanahJeffrey S. FosterAdam A. PorterPublished in: MAPL@PLDI (2017)
Keyphrases
- false positives
- false negative
- learning algorithm
- learning systems
- false positive rate
- training data
- true positive
- learning phase
- static analysis
- error analysis
- sample selection bias
- dynamic analysis
- online learning
- active learning
- learning process
- learning tasks
- detection rate
- learning scenarios
- infrared
- error rate
- detection algorithm
- support vector machine
- low false positive rate
- number of false positives
- data streams