Prediction of Traffic Accidents Severity Based on Machine Learning and Multiclass Classification Model.
Mateja IvetaAleksander RadovanBranko MihaljevicPublished in: MIPRO (2021)
Keyphrases
- multi class
- machine learning
- traffic accidents
- support vector machine
- feature selection
- multiclass problems
- prediction accuracy
- multiple classes
- multiclass classification
- multi class classification
- prediction model
- binary classification
- binary classifiers
- pairwise
- multi class classifier
- perceptron algorithm
- traffic flow
- learning algorithm
- text classification
- base classifiers
- cost sensitive classification
- error correcting output codes
- cost sensitive
- machine learning methods
- binary classification problems
- countermeasures
- data mining
- road safety
- multiclass support vector machines
- multiclass svm
- regression model
- machine learning algorithms
- intrusion detection
- supervised learning
- active learning
- learning problems
- multiclass learning
- multinomial logistic regression