PPtreeExt: Projection Pursuit Classification Tree Extensions

Read full text
Authors: Natalia da Silva, Dianne Cook, Eun-Kyung Lee
Cited by: 0
References: 2

Abstract

Implements extensions to the projection pursuit tree algorithm for supervised classification, see Lee, Y. (2013), and Lee, E-K. (2018) . The algorithm is changed in two ways: improving prediction boundaries by modifying the choice of split points-through class subsetting; and increasing flexibility by allowing multiple splits per group.

Fields of Study & Subjects

Statistical Methods and Applications Data Mining and Machine Learning Applications Data Mining Algorithms and Applications

Publication details

Publication date
6 February 2026
Document type
Dataset