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 ...

A classification and regression tree for patients with an exacerbation of chronic obstructive pulmonary disease appeared to identify a patient’s risk for 30-day or 60-day mortality when ...

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 ...

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 ...

Regression and Classification Course This online data science course will explore concepts in statistical modeling, such as when to use certain models, how to tune those models, and determining ...

Synthetic generation replicates key clinical patterns from real-world data, enabling valid analyses with fewer patients.