A preliminary performance comparison of five machine learning algorithms for practical IP traffic flow classification.
Nigel WilliamsSebastian ZanderGrenville J. ArmitagePublished in: Comput. Commun. Rev. (2006)
Keyphrases
- machine learning algorithms
- traffic flow
- benchmark data sets
- decision trees
- machine learning methods
- machine learning
- learning algorithm
- predictive accuracy
- learning problems
- random forests
- machine learning approaches
- road traffic
- machine learning models
- traffic flows
- standard machine learning algorithms
- travel time
- input features
- intelligent transport systems
- cellular automaton model
- support vector
- cellular automata
- traffic data
- learning models
- traffic congestion
- traffic light
- intelligent transportation systems
- data sets
- shortest path