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. Patients and Methods Data were uniformly collected on 1,433 referred ...

These approaches include linear regression (least squares method), Bayes classifier, classification trees, logistic regression and LASSO logistic regression. We will first have a taste of the basic ...

Hess KR, Abbruzzesse MC, Lenzi R, et al. Classification and regression trees analysis of 1000 consecutive patients with unknown primary carcinoma. 1999;5:3403-3410. Resuscitation.

Elise Dusseldorp, Claudio Conversano, Bart Jan Van Os, Combining an Additive and Tree-Based Regression Model Simultaneously: STIMA, Journal of Computational and Graphical Statistics, Vol. 19, No. 3 ...