On Accuracy of Early Traffic Classification.
Buyun QuZhibin ZhangLi GuoDan MengPublished in: NAS (2012)
Keyphrases
- classification accuracy
- accuracy rate
- predictive accuracy
- pattern recognition
- support vector machine svm
- generalization ability
- high accuracy
- automatic classification
- training set
- computational cost
- decision trees
- feature space
- classification rate
- prediction accuracy
- classification systems
- roc analysis
- pattern classification
- error rate
- correct classification
- feature selection
- roc curve
- classification process
- higher classification accuracy
- cost sensitive
- network traffic
- machine learning methods
- text classification
- image classification
- training data
- classification algorithm
- decision rules
- class labels
- fold cross validation
- feature vectors
- feature extraction