Pipelined Decision Trees for Online Traffic Classification on FPGAs.
Oguzhan ErdemTuncay SoyluAydin CarusPublished in: Comput. J. (2024)
Keyphrases
- decision trees
- machine learning
- predictive accuracy
- decision rules
- classification accuracy
- pattern recognition
- classification rules
- decision tree algorithm
- online learning
- attribute selection
- classification scheme
- training set
- training data
- feature vectors
- machine learning algorithms
- logistic regression
- cross validation
- feature selection
- decision tree learning
- network traffic
- rule sets
- pattern classification
- feature construction
- multivariate decision trees
- internet traffic
- fuzzy decision trees
- hardware software
- data sets
- classification trees
- rule learning
- rule induction
- automatic classification
- classification method
- benchmark datasets
- image classification
- support vector machine
- feature space