The advanced machine learner XGBoost did not reduce prehospital trauma mistriage compared with logistic regression: a simulation study.
Anna LarssonJohanna BergMikael GellerforsMartin Gerdin WärnbergPublished in: BMC Medical Informatics Decis. Mak. (2021)
Keyphrases
- logistic regression
- simulation study
- support vector
- decision trees
- random forests
- odds ratio
- logistic regression models
- naive bayes
- monte carlo
- predictive power
- linear support vector machines
- chi square
- loss function
- fold cross validation
- logistic model
- credit scoring
- chi square test
- learning environment
- neural network
- class membership probabilities
- classification trees
- learning algorithm