Feature Selection for Malware Classification.
Mitchell MaysNoah DrabinskyStephan BrandlePublished in: MAICS (2017)
Keyphrases
- feature selection
- classification accuracy
- text classification
- feature extraction
- support vector
- classification models
- feature subset
- irrelevant features
- feature subset selection
- machine learning
- unsupervised learning
- discriminative features
- pattern recognition
- classification algorithm
- text categorization
- model selection
- feature set
- accurate classification
- small sample
- image classification
- web page classification
- feature selection algorithms
- support vector machine
- feature selection and classification
- classification performances
- high dimensionality
- method for feature selection
- class separability
- data pre processing
- selected features
- dimension reduction
- dimensionality reduction
- supervised learning
- knn
- feature vectors
- feature space
- feature weighting
- fold cross validation
- naive bayes
- mutual information
- informative features
- unsupervised feature selection
- preprocessing
- support vector classification