Modeling Road Accident Severity with Comparisons of Logistic Regression, Decision Tree and Random Forest.
Mu-Ming ChenMu-Chen ChenPublished in: Inf. (2020)
Keyphrases
- logistic regression
- random forest
- decision trees
- random forests
- naive bayes
- fold cross validation
- traffic accidents
- ensemble methods
- logistic regression models
- base classifiers
- information gain
- machine learning
- training data
- machine learning algorithms
- classification trees
- odds ratio
- linear support vector machines
- ensemble classifier
- neural network
- decision tree learning algorithms
- loss function
- feature set
- prior knowledge
- support vector
- decision tree algorithms