Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine.
Jovial NiyogisubizoLyuchao LiaoFumin ZouGuangjie HanEric NziyumvaBen LiYuyuan LinPublished in: Intell. Data Anal. (2023)
Keyphrases
- gradient boosting
- decision trees
- loss function
- machine learning
- base learners
- classification accuracy
- classification algorithm
- support vector
- support vector machine
- image classification
- feature extraction
- classification models
- learning machines
- model selection
- single feature
- cost sensitive
- text classification
- random forest
- pairwise
- training set
- feature selection
- learning algorithm