A Comparison of Logistic Regression, Random Forest Models in Predicting the Risk of Diabetes.
Baoxin ZhangLi LuJiaqi HouPublished in: ISICDM (2019)
Keyphrases
- logistic regression
- random forest
- random forests
- decision trees
- fold cross validation
- logistic regression models
- odds ratio
- logistic model
- naive bayes
- feature set
- ensemble methods
- loss function
- data sets
- support vector
- support vector machine
- risk management
- training data
- chi square
- linear regression
- risk factors
- classification models
- prior knowledge
- machine learning