Classification of Malware Variant Based on Ensemble Learning.
Hui GuoShuguang HuangMin ZhangZulie PanFan ShiCheng HuangBeibei LiPublished in: ML4CS (1) (2020)
Keyphrases
- ensemble learning
- generalization ability
- ensemble classifier
- ensemble methods
- multiple classifiers
- weak learners
- classification accuracy
- decision trees
- individual classifiers
- support vector machine svm
- learning algorithm
- random forest
- machine learning
- feature extraction
- pattern recognition
- feature space
- machine learning methods
- concept drift
- unlabeled data
- supervised learning
- feature selection
- class labels
- training samples
- model selection
- classification models
- base classifiers
- text classification
- support vector machine
- active learning
- feature vectors
- support vector
- genetic algorithm