Exploiting Informative Priors for Bayesian Classification and Regression Trees.
Nicos AngelopoulosJames CussensPublished in: IJCAI (2005)
Keyphrases
- classification and regression trees
- logistic regression
- random forests
- credit scoring
- discriminant analysis
- neural network
- decision trees
- factor analysis
- maximum likelihood
- regression problems
- classification trees
- bayesian framework
- prior knowledge
- maximum a posteriori
- linear discriminant analysis
- prior information
- bayesian networks
- gaussian processes
- learning algorithm