Variables are a Curse in Software Vulnerability Prediction.
Jinghua GroppeSven GroppeRalf MöllerPublished in: CoRR (2024)
Keyphrases
- prediction accuracy
- prediction algorithm
- software systems
- target variable
- high dimensional
- software architecture
- software maintenance
- software tools
- variable selection
- dimensionality reduction
- software components
- failure prediction
- information systems
- security vulnerabilities
- software package
- software design
- personal computer
- prediction model
- conditional probabilities
- development process
- random variables
- source code
- user interface
- decision trees