Statistical traffic classification by boosting support vector machines.
Gabriel Gómez SenaPablo BelzarenaPublished in: LANC (2012)
Keyphrases
- support vector
- classification accuracy
- support vector machine
- large margin classifiers
- feature selection
- generalization ability
- learning machines
- soft margin
- machine learning
- image classification
- svm classifier
- decision trees
- hyperplane
- cross validation
- svm classification
- ensemble learning
- pattern recognition
- kernel machines
- supervised learning
- kernel function
- multi class classification
- training samples
- statistical analysis
- feature extraction
- maximum entropy modeling
- decision function
- weak classifiers
- classification models
- logistic regression
- feature set
- ensemble methods
- margin maximization
- training set
- text classification
- naive bayes
- decision tree algorithm
- machine learning algorithms
- class labels
- neural network
- classification algorithm
- binary classification
- class imbalance
- classification method
- feature space
- machine learning methods