stoploss {stops}R Documentation

Calculate the weighted multiobjective loss function used in STOPS

Description

Calculate the weighted multiobjective loss function used in STOPS

Usage

stoploss(obj, stressweight = 1, structures = c("cclusteredness",
  "clinearity", "cdependence", "cmanifoldness", "cassociation",
  "cnonmonotonicity", "cfunctionality", "ccomplexity", "cfaithfulness",
  "cregularity", "chierarchy", "cconvexity", "cstriatedness", "coutlying",
  "cskinniness", "csparsity", "cstringiness", "cclumpiness",
  "cinequality"), strucweight = rep(-1/length(structures),
  length(structures)), strucpars, type = c("additive", "multiplicative"),
  verbose = 0)

Arguments

obj

object returned inside a stops function

stressweight

weight to be used for the fit measure; defaults to 1

structures

which c-structuredness indices to be included in the loss

strucweight

the weights of the structuredness indices; defaults to -1/#number of structures

strucpars

a list of parameters to be passed to the c-structuredness indices in the same order as the values in structures. If the index has no parameters or you want to use the defaults, supply NULL. (alternatively a named list that has the structure name as the element name).

type

what type of weighted combination should be used? Can be 'additive' or 'multiplicative'.

verbose

verbose output


[Package stops version 0.0-44 Index]