Accident Severity Prediction using Machine Learning: A case study on the US Accidents Dataset.
Fatima Zohra EnnajiMaryam KnouziHamada El KabtaneHasna Elalaoui ElabdallaouiPublished in: SITIS (2023)
Keyphrases
- machine learning
- traffic accidents
- prediction accuracy
- pattern recognition
- case study
- information extraction
- learning tasks
- machine learning methods
- prediction model
- prediction algorithm
- natural language processing
- benchmark datasets
- protein classification
- inductive learning
- test bed
- machine learning and statistical
- learning algorithm
- learning systems
- machine learning algorithms
- data analysis
- structured data
- prediction error
- machine learning approaches
- predictive model
- text mining
- predictive modeling
- active learning
- computer vision