Optimizing Feature Selection for Efficient Encrypted Traffic Classification: A Systematic Approach.
Meng ShenYiting LiuLiehuang ZhuKe XuXiaojiang DuNadra GuizaniPublished in: IEEE Netw. (2020)
Keyphrases
- feature selection
- classification accuracy
- text classification
- support vector machine
- classification models
- machine learning
- support vector
- feature extraction
- mutual information
- text categorization
- accurate classification
- method for feature selection
- feature set
- high dimensionality
- decision trees
- feature subset
- wrapper feature selection
- classification algorithm
- information gain
- feature selection algorithms
- small sample
- bayes classifier
- web page classification
- redundant features
- classification performances
- pattern recognition
- support vector machine svm
- unsupervised learning
- model selection
- multi class
- feature space
- training set
- classification method
- feature selection and classification
- preprocessing
- irrelevant features
- discriminative features
- image classification
- naive bayes
- active learning
- feature weighting
- cost sensitive
- unsupervised feature selection
- data pre processing
- network traffic
- training data
- learning algorithm
- selecting relevant features
- neural network