Feature Selection and Improving Classification Performance for Malware Detection.
Carlos CepedaDan Chia-Tien LoPablo OrdóñezPublished in: BDCloud-SocialCom-SustainCom (2016)
Keyphrases
- feature selection
- malware detection
- classification accuracy
- classification models
- text classification
- feature space
- feature extraction
- pattern recognition
- feature set
- model selection
- support vector machine
- support vector
- feature vectors
- machine learning
- unsupervised learning
- feature selection algorithms
- selecting relevant features
- malicious executables
- discriminative features
- training set
- text categorization
- classification method
- feature selection and classification
- high dimensionality
- dimensionality reduction
- irrelevant features
- decision trees
- classification performances
- object oriented
- multi class
- knn
- support vector machine svm
- anomaly detection
- feature reduction
- supervised learning
- method for feature selection