Classification of Peer-to-Peer Traffic Using A Two-Stage Window-Based Classifier With Fast Decision Tree and IP Layer Attributes.
Bijan RaahemiAli MumtazPublished in: Int. J. Data Warehous. Min. (2010)
Keyphrases
- decision trees
- attribute selection
- classification models
- peer to peer
- classification process
- decision tree classifiers
- classification scheme
- classification algorithm
- classification method
- support vector
- predictive accuracy
- classification rules
- training set
- classification rate
- class labels
- machine learning
- machine learning algorithms
- rule sets
- classification accuracy
- decision tree learning algorithm
- naive bayes
- logistic regression
- feature selection
- bayesian classifier
- feature construction
- network layer
- training samples
- feature set
- decision tree learning
- nearest neighbor rule
- random forest
- decision table
- support vector machine
- training data
- svm classifier
- decision tree induction
- nearest neighbor classifier
- feature extraction
- decision tree learners
- decision tree algorithms
- decision tree algorithm
- multiple classifiers
- text classification
- classifier combination
- learning algorithm
- binary classification problems
- ensemble methods
- decision rules
- supervised learning
- classifier ensemble
- classification trees
- ensemble classifier
- nearest neighbour
- decision boundary
- decision forest
- attribute values
- rough sets
- feature space
- digital libraries
- graph based induction