On Evaluating Multi-class Network Traffic Classifiers Based on AUC.
Jie YangYixuan WangYuanyuan QiaoXiao-Xing ZhaoFang LiuGang ChengPublished in: Wirel. Pers. Commun. (2015)
Keyphrases
- network traffic
- multi class
- binary classification tasks
- feature selection
- binary classifiers
- multiclass classification
- linear classifiers
- error correcting output codes
- multi class classifiers
- class probabilities
- anomaly detection
- intrusion detection
- binary and multi class
- roc curve
- decision trees
- multinomial logistic regression
- intrusion detection system
- cost sensitive
- multi class classifier
- naive bayes
- binary classification problems
- support vector machine
- support vector
- binary classification
- pairwise
- boosting algorithms
- multi class classification
- multi class problems
- probability estimates
- classification accuracy
- multiple classes
- logistic regression
- multi class svm
- feature set
- class distribution
- probability estimation
- machine learning algorithms
- multi task learning
- text classification
- classification algorithm
- machine learning
- misclassification costs
- multi label classification
- labeled data
- feature subset
- svm classifier
- class labels