Random Forest Classification for Detecting Android Malware.
Mohammed S. AlamSon Thanh VuongPublished in: GreenCom/iThings/CPScom (2013)
Keyphrases
- random forest
- decision trees
- feature set
- fold cross validation
- cancer classification
- random forests
- feature importance
- classification accuracy
- feature selection
- decision tree learning algorithms
- machine learning
- feature ranking
- feature vectors
- support vector
- ensemble classifier
- feature extraction
- malware detection
- feature space
- image classification
- unsupervised learning
- classification models
- multi label
- ensemble learning
- generalization ability
- ensemble methods
- machine learning methods
- machine learning algorithms
- naive bayes
- detect malicious
- higher order
- face recognition
- training data
- data streams
- base classifiers
- benchmark datasets
- prediction accuracy
- text classification
- support vector machine
- face images