Impact of Feature Encoding on Malware Classification Explainability.
Elyes ManaiMohamed MejriJaouhar FattahiPublished in: CoRR (2023)
Keyphrases
- feature vectors
- classification accuracy
- machine learning
- classification scheme
- pattern classification
- support vector
- support vector machine svm
- feature representation
- automatic classification
- classification algorithm
- feature set
- pattern recognition
- feature selection
- svm classification
- discriminative features
- feature extraction
- support vector machine
- similarity measure
- classification rate
- machine learning methods
- classification method
- feature values
- feature ranking
- web pages
- unbalanced data
- feature analysis
- preprocessing stage
- redundant features
- preprocessing
- decision trees
- cost sensitive
- face recognition
- decision rules
- class labels
- neural network
- operating system
- text classification
- recognition rate
- image features
- object recognition