Effective Feature Selection for 5G IM Applications Traffic Classification.
Muhammad ShafiqXiangzhan YuAsif Ali LaghariDawei WangPublished in: Mob. Inf. Syst. (2017)
Keyphrases
- feature selection
- classification accuracy
- text classification
- feature extraction
- support vector
- machine learning
- feature set
- support vector machine
- pattern recognition
- text categorization
- classification models
- model selection
- feature space
- decision trees
- automatic classification
- dimension reduction
- feature ranking
- method for feature selection
- feature subset
- supervised learning
- support vector classification
- feature subset selection
- discriminative features
- small sample
- dimensionality reduction
- feature selection algorithms
- preprocessing
- feature selection and classification
- informative features
- unsupervised learning
- conditional mutual information
- irrelevant features
- web page classification
- microarray datasets
- classification performances
- wrapper feature selection
- selected features
- class imbalance
- road network
- high dimensionality
- classification method
- classification algorithm
- image classification
- knn
- feature vectors
- high dimensional
- face recognition