ooDACE toolbox  1.4
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dacefit.m File Reference

Functions

function dacefit (var samples, var values, var regr, var corr, var theta0, var lb, var ub)
 Creates and fits a kriging model.
 

Detailed Description

Authors
Ivo Couckuyt
Version
1.4 ($Revision$)
Date
$LastChangedDate$
Copyright 2010-2013

This file is part of the ooDACE toolbox and you can redistribute it and/or modify it under the terms of the GNU Affero General Public License version 3 as published by the Free Software Foundation. With the additional provision that a commercial license must be purchased if the ooDACE toolbox is used, modified, or extended in a commercial setting. For details see the included LICENSE.txt file. When referring to the ooDACE toolbox please make reference to the corresponding publications:

Contact : ivo.c.nosp@m.ouck.nosp@m.uyt@u.nosp@m.gent.nosp@m..be - http://sumo.intec.ugent.be/?q=ooDACE Signature [krige perf] = dacefit(samples, values, regr, corr, theta0, lb, ub )

Function Documentation

function dacefit ( var  samples,
var  values,
var  regr,
var  corr,
var  theta0,
var  lb,
var  ub 
)

Creates and fits a kriging model.

DACE toolbox compatible interface to ooDACE (wrapper)

Parameters
samplesinput sample matrix
valuesoutput value matrix
regrregression function (string)
corrcorrelation function (string)
theta0initial hyperparameter values
lblower bound of hyperparameters
ubupper bound of hyperparameters
Return values
krigea ready-to-use kriging model
perfa structure with some useful metrics