gpp
PURPOSE
Generic Projection Pursuit
SYNOPSIS
function [optS, idx, spindex] = gpp(X, ppf, pars)
DESCRIPTION
Generic Projection Pursuit
[OPTS, IDX, SPINDEX] = GPP(X, PPF, CLF, PARS)
Inputs:
(X): Data matrix
(PPF): Function handle to projection pursuit function of the form:
[V,FVAL] = F(X,PARS), where (V) is the optimal projection matrix, and
(FVAL) is the projection index
(CLF): Binary Cluster assignment function of the form:
CLUSTERS = F(V,X,PARS), where (clusters) is in {1,2}
Output:
(OPTS): Binary separator object of class GSEP
(IDX): Binary assignment vector in {-1,1}
(SPINDEX): Split index. By default equal to projection index (FVAL)
If PARS.SPLIT_INDEX is empty SPINDEX=FVAL
otherwise (SPINDEX) is calculated from the user-defined
function (PARS.SPLIT_INDEX(V,X,PARS))CROSS-REFERENCE INFORMATION
This function calls:- gsep Generic binary cluster separator class
- depddp density-enhanced Principal Direction Divisive Partitioning algorithm
- gppdc Generic Projection Pursuit Divisive Clustering
- pddp Principal Direction Divisive Partitioning algorithm
- gsep Generic binary cluster separator class
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