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 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 ...

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 ...

Decision tree Decision trees (DTs) are a non-parametric supervised learning method used for both classification and regression.