Decision Tree Ensemble Method for Analyzing Traffic Accidents of Novice Drivers in Urban Areas.
Serafín Moral-GarcíaJavier G. CastellanoCarlos Javier MantasAlfonso MontellaJoaquín AbellánPublished in: Entropy (2019)
Keyphrases
- ensemble methods
- traffic accidents
- decision trees
- rural areas
- urban areas
- decision tree learning
- emergency services
- random forest
- traffic flow
- prediction accuracy
- travel time
- base classifiers
- naive bayes
- benchmark datasets
- traffic congestion
- aerial images
- countermeasures
- machine learning methods
- machine learning algorithms
- geographic information systems
- machine learning
- ensemble classifier
- training data
- route planning
- traffic conditions
- training set
- satellite images
- remote sensing
- data analysis
- genetic algorithm