Classification and Regression Trees (CART) Course Topics Classification and regression tree (CART) methods are a class of data mining techniques which constitute an alternative approach to classical ...

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

Classification and regression trees can identify 6-month mortality risk for patients with advanced hepatocellular carcinoma.

The CART method (Classification and Regression Tree) was used to construct the Tree Classification. Several trees were developed containing explanatory variables related to maternal condition and ...

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 ...

IEMS 303 or equivalent; CS 150 or equivalent Description Predictive modeling of data using modern regression and classification methods. Multiple linear regression; logistic regression; pitfalls and ...

A tree-based method for censored survival data is developed, based on maximizing the difference in survival between groups of patients represented by nodes in a binary tree. The method includes a ...

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 ...