Feature selection to detect botnets using machine learning algorithms.
Francisco Villegas AlejandreNareli Cruz CortésEleazar Aguirre AnayaPublished in: CONIELECOMP (2017)
Keyphrases
- machine learning algorithms
- feature selection
- machine learning
- input features
- benchmark data sets
- meta learning
- learning algorithm
- decision trees
- predictive accuracy
- machine learning methods
- learning problems
- statistical machine learning
- learning tasks
- random forests
- machine learning models
- text categorization
- machine learning approaches
- text classification
- mutual information
- classification accuracy
- machine learning systems
- standard machine learning algorithms
- data mining
- learning models
- information gain
- network traffic
- feature set
- feature selection algorithms
- feature subset
- learning systems
- active learning
- data sets