Improved computational methods for Bayesian tree models
Trees have long been used as a flexible way to build regression and classification models for complex problems. They can accommodate nonlinear response-predictor relationships and even interactive intra-predictor relationships. Tree based models handle data sets with predictors of mixed types, both...
| Main Author: | |
|---|---|
| Language: | ENG |
| Published: |
ScholarWorks@UMass Amherst
2012
|
| Subjects: | |
| Online Access: | https://scholarworks.umass.edu/dissertations/AAI3546000 |