On using eXtreme Gradient Boosting (XGBoost) Machine Learning algorithm for Home Network Traffic Classification.
Iyad Lahsen CherifAbdesselem KortebiPublished in: Wireless Days (2019)
Keyphrases
- network traffic
- learning algorithm
- gradient boosting
- classification algorithm
- machine learning algorithms
- training samples
- intrusion detection
- anomaly detection
- machine learning
- generalization ability
- supervised learning
- classification accuracy
- feature vectors
- machine learning methods
- unsupervised learning
- support vector machine
- class labels
- feature selection
- feature space
- model selection
- support vector
- information extraction
- loss function
- training set
- single feature