Boosted Optimization for Network Classification.
Timothy HancockHiroshi MamitsukaPublished in: AISTATS (2010)
Keyphrases
- decision trees
- automatic classification
- pattern classification
- pattern recognition
- classification accuracy
- classification scheme
- classification method
- classification algorithm
- optimization algorithm
- classification models
- computer networks
- support vector machine svm
- training set
- machine learning
- image classification
- feature vectors
- benchmark datasets
- preprocessing
- feature extraction
- optimization method
- network traffic
- global optimization
- classification systems
- cost sensitive
- network architecture
- constrained optimization
- network model
- network management
- network structure
- machine learning methods
- svm classifier
- unsupervised learning
- optimization problems
- feature selection
- learning algorithm