Accident Prediction Accuracy Assessment for Highway-Rail Grade Crossings Using Random Forest Algorithm Compared with Decision Tree.
Xiaoyi ZhouPan LuZijian ZhengDenver TolliverAmin KeramatiPublished in: Reliab. Eng. Syst. Saf. (2020)
Keyphrases
- random forest
- prediction accuracy
- decision trees
- ensemble methods
- predictive accuracy
- estimation accuracy
- decision tree learning algorithms
- learning algorithm
- random forests
- probabilistic model
- hidden markov models
- improve the prediction accuracy
- classification algorithm
- logistic regression
- expectation maximization
- genetic programming
- ensemble classifier
- data sets