The effects of feature selection on the classification of encrypted botnet.
Zahian IsmailAman JantanMohd Najwadi YusoffMuhammad Ubale KiruPublished in: J. Comput. Virol. Hacking Tech. (2021)
Keyphrases
- feature selection
- classification accuracy
- feature space
- machine learning
- support vector
- support vector machine
- feature extraction
- text classification
- pattern recognition
- feature vectors
- feature set
- high dimensionality
- feature subset
- classification method
- classification models
- mutual information
- method for feature selection
- automatic classification
- feature selection algorithms
- image classification
- feature selection and classification
- model selection
- decision trees
- accurate classification
- small sample
- web page classification
- text categorization
- data sets
- irrelevant features
- redundant features
- classification performances
- wrapper feature selection
- feature ranking
- classification rate
- classification algorithm
- cross validation
- peer to peer
- multi class
- training set
- preprocessing
- neural network