Predicting Seriousness of Injury in a Traffic Accident: A New Imbalanced Dataset and Benchmark.
Paschalis LagiasGeorge D. MagoulasYlli PriftiAlessandro ProvettiPublished in: EANN (2022)
Keyphrases
- traffic accidents
- imbalanced datasets
- learning from imbalanced data
- class distribution
- rare class
- cost sensitive learning
- traffic flow
- training dataset
- class imbalance
- decision trees
- feature selection
- feature selection algorithms
- imbalanced data
- ensemble methods
- prediction accuracy
- countermeasures
- sampling methods
- unsupervised learning