Reducing False Alarms from an Industrial-Strength Static Analyzer by SVM.
Jongwon YoonMinsik JinYungbum JungPublished in: APSEC (2) (2014)
Keyphrases
- false alarms
- industrial strength
- support vector machine svm
- support vector
- number of false alarms
- support vector machine
- detection rate
- false alarm rate
- false positives
- high rate
- target detection
- knn
- text mining
- svm classifier
- svm classification
- feature selection
- feature vectors
- machine learning
- three dimensional
- multi class
- real world
- support vectors
- classification algorithm
- training set
- generalization ability
- data acquisition
- kernel function
- multi class classification
- text classifiers
- k nearest neighbor
- computational cost
- feature space
- neural network