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 ...

To build a decision tree for patients suspected of having prostate cancer using classification and regression tree (CART) analysis.

Previous algorithms for constructing regression tree models for longitudinal and multiresponse data have mostly followed the CART approach. Consequently, they inherit the same selection biases and ...

We evaluated four statistical models-Regression Tree Analysis (RTA), Bagging Trees (BT), Random Forests (RF), and Multivariate Adaptive Regression Splines (MARS)-for predictive vegetation mapping ...

The second approach involved using Salford Systems' Classification and Regression Tree (CART) software. 21,22 CART analysis is a nonparametric technique ideally suited to identify patterns or ...