Course TopicsClassification and regression tree (CART) methods are a class of data mining techniques which constitute an alternative approach to classical regression. CART methods are frequently used ...

The database used in this study included 446 neonates (146 cases and 297 controls). The CART method (Classification and Regression Tree) was used to construct the Tree Classification.

To build a decision tree for patients suspected of having prostate cancer using classification and regression tree (CART) analysis. Patients and Methods. Data were uniformly collected on 1,433 ...

Elise Dusseldorp, Claudio Conversano, Bart Jan Van Os, Combining an Additive and Tree-Based Regression Model Simultaneously: STIMA, Journal of Computational and Graphical Statistics, Vol. 19, No. 3 ...

Hess KR, Abbruzzesse MC, Lenzi R, et al. Classification and regression trees analysis of 1000 consecutive patients with unknown primary carcinoma. 1999;5:3403-3410. Resuscitation.

In this study, using a data set composed of five Japanese regional banks, we propose an LGD estimation model using a two- stage model, classification tree-based boosting and support vector regression ...