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computeNeighbourhoodDensity.m File Reference


function computeNeighbourhoodDensity (var s, var samples, var values, var A)
 Compute the 'density' score of a sample according to its neighbours. More...

Detailed Description

SUMO Lab Team
Copyright 2006-2018

This file is part of the Surrogate Modeling Toolbox ("SUMO 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 SUMO Toolbox is used, modified, or extended in a commercial setting. For details see the included LICENSE.txt file. When referring to the SUMO Toolbox please make reference to the corresponding publication:

Contact : - Signature [s] = computeNeighbourhoodDensity(s, samples, values, A)

Function Documentation

function computeNeighbourhoodDensity ( var  s,
var  samples,
var  values,
var  A 

Compute the 'density' score of a sample according to its neighbours.

** Should only be used for classification problems **