Travel Time Prediction: Comparison of Machine Learning Algorithms in a Case Study.
Forough GoudarziPublished in: HPCC/SmartCity/DSS (2018)
Keyphrases
- benchmark problems
- machine learning algorithms
- travel time
- vehicle routing problem
- prediction intervals
- benchmark data sets
- learning algorithm
- transportation networks
- machine learning
- machine learning methods
- predictive accuracy
- road network
- random forests
- decision trees
- learning problems
- traffic data
- machine learning approaches
- shortest path
- standard machine learning algorithms
- prediction accuracy
- traffic congestion
- travel cost
- machine learning models
- traffic information
- learning models
- prediction model
- public transport
- data sets
- machine learning and data mining algorithms
- predictive model
- traffic flow
- regression model
- estimation error
- computational complexity
- data mining