A Survey of Feature Selection for Vulnerability Prediction Using Feature-based Machine Learning.
Zhanjun LiYan ShaoPublished in: ICMLC (2019)
Keyphrases
- feature selection
- machine learning
- prediction accuracy
- text classification
- text categorization
- knowledge acquisition
- mutual information
- information gain
- feature engineering
- computer vision
- decision trees
- predictive modeling
- prediction algorithm
- machine learning methods
- model selection
- prediction error
- support vector machine
- pattern recognition
- support vector
- feature selection algorithms
- prediction model
- explanation based learning
- feature generation
- feature subset
- models built
- learning problems
- semi supervised learning
- statistical methods
- learning algorithm
- feature space
- data mining
- classification accuracy
- knn
- multi class
- automatic relevance determination
- artificial intelligence
- parameter optimization
- information extraction
- supervised learning
- natural language processing
- computational intelligence
- inductive logic programming
- high dimensionality
- learning systems
- kernel methods