Hybrid Feature Selection Method for Improving File Fragment Classification.
Alia AlgurashiWenjia WangPublished in: SGAI Conf. (2019)
Keyphrases
- feature selection
- classification accuracy
- feature set
- preprocessing
- support vector machine svm
- support vector machine
- classification method
- machine learning methods
- accurate classification
- classification algorithm
- detection method
- pattern recognition
- conditional mutual information
- feature extraction
- pattern classification
- training samples
- redundant features
- cross validation
- method for feature selection
- unsupervised learning
- similarity measure
- discriminative features
- bayesian classifier
- input features
- classification performances
- text categorization
- decision rules
- clustering method
- neural network
- model selection
- mutual information
- feature space
- support vector
- objective function
- decision trees
- machine learning