Investigation the Impact of Features on Malicious Traffic Identification Based on Different Machine Learning Algorithms Combined with Dimensionality Reduction.
Runze WangPublished in: ICMLCA (2023)
Keyphrases
- machine learning algorithms
- input features
- machine learning models
- machine learning approaches
- learning algorithm
- dimensionality reduction
- benchmark data sets
- decision trees
- feature extraction
- machine learning
- machine learning methods
- predictive accuracy
- learning models
- learning problems
- standard machine learning algorithms
- random forests
- feature vectors
- feature space
- learning tasks
- cellular automata
- data mining
- statistical machine learning
- data sets