Automatic Security Classification with Lasso.
Paal E. EngelstadHugo HammerKyrre Wahl KongsgårdAnis YazidiNils Agne NordbottenAleksander BaiPublished in: WISA (2015)
Keyphrases
- classification accuracy
- feature selection
- cross validation
- pattern recognition
- feature space
- model selection
- automatic classification
- image classification
- classification method
- machine learning
- text classification
- svm classifier
- decision trees
- decision rules
- fully automatic
- pattern classification
- classification models
- statistical classification
- information systems
- least squares
- preprocessing
- training set
- support vector machine
- data sets
- security issues
- classification scheme
- feature extraction
- linear regression
- access control
- classification algorithm
- supervised learning
- principal component analysis
- class labels
- training samples
- intrusion detection