Models to predict cardiovascular risk: comparison of CART, multilayer perceptron and logistic regression.
Isabelle ColombetAlan RuellandGilles ChatellierFrançois GueyffierPatrice DegouletMarie-Christine JaulentPublished in: AMIA (2000)
Keyphrases
- logistic regression
- multilayer perceptron
- classification and regression trees
- predictive power
- odds ratio
- logistic regression models
- logistic model
- neural network
- neural network model
- random forests
- artificial neural networks
- credit scoring
- loss function
- nonlinear models
- decision trees
- back propagation
- risk factors
- support vector
- artificial neural network models
- chi square
- linear support vector machines
- decision making
- probabilistic model
- linear model
- naive bayes
- image processing
- radial basis function
- text categorization
- predictor variables
- bayesian networks
- belief nets
- prognostic models