14 citations · 18 across the 2 of their papers we have counts for
3 papers
stat.ML2026
An Enhanced Projection Pursuit Tree Classifier with Visual Methods for Assessing Algorithmic Improvements
Natalia da Silva, Dianne Cook, Eun-Kyung Lee
This paper presents enhancements to the projection pursuit tree classifier and visual diagnostic methods for assessing their impact in high dimensions. The original algorithm uses…
stat.ML2018★ 14 cited
A Projection Pursuit Forest Algorithm for Supervised Classification
Natalia da Silva, Dianne Cook, Eun-Kyung Lee
This paper presents a new ensemble learning method for classification problems called projection pursuit random forest (PPF). PPF uses the PPtree algorithm introduced in Lee et al.…
stat.ML2017★ 4 cited
Interactive Graphics for Visually Diagnosing Forest Classifiers in R
Natalia da Silva, Dianne Cook, Eun-Kyung Lee
This paper describes structuring data and constructing plots to explore forest classification models interactively. A forest classifier is an example of an ensemble, produced by ba…