An Enhanced Machine Learning Topic Classification Methodology for Cybersecurity.
Elijah PelofskeLorie M. LiebrockVincent UriasPublished in: CoRR (2021)
Keyphrases
- machine learning
- decision trees
- machine learning methods
- pattern recognition
- text classification
- supervised learning
- machine learning algorithms
- support vector machine svm
- support vector machine
- supervised machine learning
- machine learning approaches
- classification accuracy
- supervised classification
- classification systems
- pattern classification
- statistical learning
- automatic classification
- classification scheme
- feature selection
- feature extraction
- data analysis
- image classification
- feature vectors
- artificial intelligence
- decision rules
- machine learning and data mining
- knowledge acquisition
- explanation based learning
- computer science
- learning systems
- class labels
- model selection
- classification algorithm
- support vector
- knowledge discovery
- active learning
- learning algorithm
- data mining
- preprocessing
- classification models
- statistical methods
- classification rules
- svm classifier
- topic models
- text categorization
- semi supervised learning
- computational intelligence
- text mining
- information extraction