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PPtreeViz (version 1.0.3)

Projection Pursuit Classification Tree Visualization

Description

Tools for exploring projection pursuit classification tree using LDA, Lr or PDA projection pursuit index.

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Version

Install

install.packages('PPtreeViz')

Monthly Downloads

209

Version

1.0.3

License

GPL (>= 2)

Maintainer

Eun-Kyung Lee

Last Published

May 15th, 2015

Functions in PPtreeViz (1.0.3)

PDAopt

PP optimization using PDA index
Lrindex

Lr PP index
GINIindex1D

GINI PP index
print.PPtreeclass

Print PP.Tree.class result
LDAopt

PP optimization using LDA index
PPopt.Viz

Visualize PPopt result
Huber.plot

Draw Huber plot for 2D data with various PP index
PP.classify

predict projection pursuit classification tree
LDAindex

LDA PPindex
PDAindex

PDA PP index
PP.Tree.class

Projection pursuit classification tree with various PP indices
PPopt

PP optimization using various PP indices
ENTROPYindex1D

ENTROPY PP index
PPclassNode.Viz

Visualization tools to explore each node of PPtree
plot.PPtreeclass

Plot projection pursuit classification tree