Comparing performances of logistic regression, decision trees, and neural networks for classifying heart disease patients.
Anchana KhemphilaVeera BoonjingPublished in: CISIM (2010)
Keyphrases
- logistic regression
- heart disease
- decision trees
- neural network
- naive bayes
- medical diagnosis
- artificial neural network models
- random forests
- credit scoring
- logistic regression models
- classification and regression trees
- breast cancer
- medical practitioners
- linear support vector machines
- fold cross validation
- odds ratio
- random forest
- classification trees
- support vector
- training data
- medical records
- decision tree algorithms
- machine learning
- linear svm
- bayesian classifiers
- ensemble methods
- training set
- semi supervised