Projection pursuit classification tree MOD — Tree.construct

Construct the projection pursuit classification tree MOD (NEW)

Usage

Tree.construct_MOD(origclass,origdata,Tree.Struct, id,rep,rep1,rep2,
projbest.node,splitCutoff.node,PPmethod,r = NULL, 
lambda=NULL,TOL,maxiter=50000,q=1,weight=TRUE,tol = .5,strule ,tot,...)

Arguments

origclass: original class
origdata: original data
Tree.Struct: tree structure of projection pursuit classification tree
id: something
rep: something
rep1: something
rep2: something
projbest.node: somenthing
splitCutoff.node: something
PPmethod: method for projection pursuit; "LDA", "PDA"
r: r in Lr index
lambda: something
TOL: dfasd
maxiter: something
q: something
weight: weight flag in LDA, PDA
tol: something
strule: select the stoping rule based in G=1 pure node
tot: total obs original class
...: something

Details

Find tree structure using various projection pursuit indices of classification in each split.