Regression tree analysis to identify the best candidates for neoadjuvant chemotherapy (NAC) in patients with clinically lymph node-positive penile squamous cell carcinoma (PSCC).

Purpose 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 ...

Decision tree regression is a fundamental technique that can be used by itself, and is also the basis for powerful ensemble techniques (a collection of many decision trees), notably, AdaBoost ...

Seyoung Kim, Eric P. Xing, TREE-GUIDED GROUP LASSO FOR MULTI-RESPONSE REGRESSION WITH STRUCTURED SPARSITY, WITH AN APPLICATION TO EQTL MAPPING, The Annals of Applied Statistics, Vol. 6, No. 3 ...

To investigate how students' characteristics and experiences affect satisfaction, this study uses regression and decision tree analysis with the CHAID algorithm to analyze student-opinion data. A data ...

Regression trees are applied to evaluate system performance – using two water quality and two economic performance metrics. Regression trees facilitated insights into the significance of uncertain ...

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 ...