f_ncut
PURPOSE
Function value, split point, and cluster assignment for minimum normalised cut projection index
SYNOPSIS
function [f,bmin,idx] = f_ncut(v, Data, pars)
DESCRIPTION
Function value, split point, and cluster assignment for minimum normalised cut projection index
[F,BMIN,IDX] = F_NCUT(V, DATA, PARS)
Inputs:
(V): Projection vector
(DATA): Data matrix
(PARS): parameter struct containing
minsize: minimum cluster size and
sigma: Scaling parameter for Laplace kernel
Output:
(F): Value of normalised cut for DATA*(V./norm(V,2))
(BMIN): Optimal split point along unit-length vector (V./norm(V,2))
(IDX): Resulting binary assignmentCROSS-REFERENCE INFORMATION
This function calls:- nchp Minimum Normalised Cut Hyperplane (inherits from HP class)
- ncutpp Minimum normalised cut projection pursuit
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