Research on Travel Time Prediction Model of Freeway Based on Gradient Boosting Decision Tree.
Juan ChengGen LiXianhua ChenPublished in: IEEE Access (2019)
Keyphrases
- prediction model
- travel time
- gradient boosting
- decision trees
- base learners
- loss function
- incident detection
- road network
- traffic flow
- regression model
- shortest path
- logistic regression
- vehicle routing problem
- naive bayes
- ensemble methods
- bp neural network
- machine learning
- random forests
- neural network
- random forest
- classification rules
- training set
- machine learning algorithms
- classification models
- traffic conditions
- metaheuristic
- reinforcement learning