Understanding risk factors in cardiac rehabilitation patients with random forests and decision trees.
Alina VanValérie GayPaul J. KennedyEdward BarinPeter LeijdekkersPublished in: AusDM (2011)
Keyphrases
- random forests
- risk factors
- cardiovascular disease
- decision trees
- high risk
- random forest
- blood pressure
- diabetes mellitus
- machine learning algorithms
- decision tree ensembles
- ensemble methods
- logistic regression
- patient groups
- risk assessment
- risk management
- regression trees
- medical practitioners
- statistical methods
- medical diagnosis
- neural network
- naive bayes
- heart disease
- machine learning
- benchmark datasets
- feature set
- artificial neural networks
- relational databases
- training set