Byte me: a case for byte accuracy in traffic classification.
Jeffrey ErmanAnirban MahantiMartin F. ArlittPublished in: MineNet (2007)
Keyphrases
- classification accuracy
- predictive accuracy
- classification systems
- feature vectors
- pattern classification
- image classification
- correct classification
- accuracy rate
- decision trees
- classification models
- classification rate
- feature space
- fold cross validation
- automatic classification
- error correcting codes
- text classification
- generalization ability
- roc analysis
- higher classification accuracy
- decision rules
- machine learning methods
- prediction accuracy
- machine learning algorithms
- error rate
- training data
- support vector
- feature set
- supervised learning
- multi class
- computational cost
- confidence estimates
- face recognition
- random selection
- feature extraction
- individual classifiers
- pattern recognition
- string matching
- support vector machine
- roc curve
- high accuracy
- cost sensitive
- recognition rate
- support vector machine svm
- network traffic
- classification rules
- classification algorithm
- real time