Better Security Bug Report Classification via Hyperparameter Optimization.
Rui ShuTianpei XiaLaurie A. WilliamsTim MenziesPublished in: CoRR (2019)
Keyphrases
- classification accuracy
- pattern recognition
- model selection
- classification method
- feature extraction
- pattern classification
- genetic algorithm
- statistical databases
- classification scheme
- classification models
- cross validation
- support vector machine svm
- feature selection
- preprocessing
- optimization problems
- machine learning
- network security
- training samples
- optimization method
- support vector machine
- classification algorithm
- feature space
- bug reports
- decision trees
- support vector
- information security
- svm classifier
- optimization algorithm
- training set
- intrusion detection
- feature vectors
- image classification
- source code
- supervised learning