Evidential classification and feature selection for cyber-threat hunting.
Matthew BeecheyKonstantinos G. KyriakopoulosSangarapillai LambotharanPublished in: Knowl. Based Syst. (2021)
Keyphrases
- feature selection
- classification accuracy
- classification models
- support vector
- text classification
- feature extraction
- feature space
- machine learning
- feature subset selection
- pattern recognition
- classification method
- support vector machine svm
- web page classification
- mutual information
- feature selection algorithms
- high dimensionality
- feature set
- feature selection and classification
- dimensionality reduction
- class separability
- irrelevant features
- small sample
- support vector machine
- feature ranking
- feature vectors
- training set
- method for feature selection
- decision trees
- bayes classifier
- discriminative features
- classification algorithm
- dimension reduction
- neural network
- supervised learning
- model selection
- wrapper feature selection
- select relevant features
- conditional mutual information
- training data
- cyber crime
- multi class
- image classification
- classification rate
- microarray datasets
- unsupervised learning
- text categorization
- instance selection
- feature subset