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 ...

Kin-Yee Chan, Wei-Yin Loh, LOTUS: An Algorithm for Building Accurate and Comprehensible Logistic Regression Trees, Journal of Computational and Graphical Statistics, Vol. 13, No. 4 (Dec., 2004), pp.

Summary: Ink authentication is often complicated by tampering, aging, and chemical variability. Now, forensic scientists are ...

The behaviour of regression and classification algorithms varied markedly when selection was done at different thresholds, ... RFR is a combination of decision trees, ...

Classification and Regression Trees to Predict for Survival for Patients With Hepatocellular Carcinoma Treated With Atezolizumab and Bevacizumab. JCO Clin Cancer Inform 8 , e2300220 (2024). DOI: ...

Besides the well-known classification algorithms (eg logistic regression, discriminant analysis, k-nearest neighbour, neural networks and decision trees), this study also investigates the suitability ...