Functions | |
function | dacefit (var samples, var values, var regr, var corr, var theta0, var lb, var ub) |
Creates and fits a kriging model. | |
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 - ouck uyt@u gent .behttp://sumo.intec.ugent.be/?q=ooDACE Signature [krige perf] = dacefit(samples, values, regr, corr, theta0, lb, ub )
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)
samples | input sample matrix |
values | output value matrix |
regr | regression function (string) |
corr | correlation function (string) |
theta0 | initial hyperparameter values |
lb | lower bound of hyperparameters |
ub | upper bound of hyperparameters |
krige | a ready-to-use kriging model |
perf | a structure with some useful metrics |