Toward systematic methods comparison in traffic classification.
Marcin PietrzykLucjan JanowskiGuillaume Urvoy-KellerPublished in: IWCMC (2011)
Keyphrases
- machine learning methods
- preprocessing
- benchmark datasets
- classification method
- decision trees
- significant improvement
- classification accuracy
- qualitative and quantitative
- text classification
- benchmark data sets
- cross validation
- classification models
- classification schemes
- pattern recognition
- classification scheme
- data sets
- classification performances
- pattern classification
- road network
- class labels
- unsupervised learning
- image classification
- supervised learning
- computational cost