Consistency measure based simultaneous feature selection and instance purification for multimedia traffic classification.
Zheng WuYu-ning DongHua-Liang WeiWei TianPublished in: Comput. Networks (2020)
Keyphrases
- feature selection
- multimedia
- classification accuracy
- support vector
- feature extraction
- feature space
- support vector machine
- pattern recognition
- text classification
- feature set
- accurate classification
- machine learning
- classification algorithm
- classification models
- data pre processing
- high dimensionality
- classification performances
- irrelevant features
- feature selection algorithms
- method for feature selection
- support vector machine svm
- web page classification
- model selection
- feature selection and classification
- similarity measure
- multimedia data
- feature ranking
- bayesian classifier
- classification rate
- text categorization
- multi class
- feature weighting
- discriminative features
- class imbalance
- feature subset
- bayes classifier
- mutual information
- dimensionality reduction
- unsupervised feature selection
- redundant features
- knn
- digital libraries
- decision trees
- select relevant features