Comparative Analysis of Ensemble Methods for Classification of Android Malicious Applications.
Meghna DhalariaEkta GandotraSuman SahaPublished in: ICACDS (1) (2019)
Keyphrases
- comparative analysis
- ensemble methods
- decision trees
- machine learning methods
- benchmark datasets
- majority voting
- generalization ability
- random forests
- classifier ensemble
- ensemble classification
- prediction accuracy
- pattern recognition
- ensemble classifier
- classification accuracy
- feature extraction
- imbalanced data
- base learners
- machine learning algorithms
- individual classifiers
- ensemble learning
- drifting concepts
- random forest
- machine learning
- base classifiers
- classification algorithm
- supervised learning
- neural network
- ensemble feature selection
- classification models
- image classification
- feature set
- nearest neighbor
- support vector
- feature selection
- semi quantitative
- data sets