GaussConfig.m

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namespace kernels{
namespace config{


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class GaussConfig
  :public kernels.config.RBFConfig {
    public:

        Distances;

        DistEps;

        
    public:

        GaussConfig(varargin) {
            this = this@kernels.config.RBFConfig(varargin[:]);
            
            i.KeepUnmatched= true;
            i.addParamValue('D',[]);
            i.addParamValue('Eps',eps);
            i.parse(varargin[:]);
            r = i.Results;
            if ~isempty(r.D)
                ke = kernels.GaussKernel;
                g = zeros(size(r.D));
                for k = 1:length(r.D)
                    g(k) = ke.setGammaForDistance(r.D(k),r.Eps);
                end
                this.Gammas= g;
                this.Distances= r.D;
                this.DistEps= r.Eps;
            else
                if isempty(this.Gammas)
                    error(" You must pass either Gamma values (G) or distances (D) ");
                end
            end
            this.RequiredPrototypeClass= " kernels.GaussKernel ";
            this.Prototype= kernels.GaussKernel;
        }



        function k = configureInstance(nr) {
            k = configureInstance@kernels.config.RBFConfig(this, nr);
            if ~isempty(this.Distances)
                this.Gammas(nr) = k.setGammaForDistance(this.Distances(nr),this.DistEps);
            end
        }


        function conf = getSubPart(partNr,totalParts) {
            conf = getSubPart@kernels.config.RBFConfig(this, partNr, totalParts);
            if ~isempty(this.Distances)
                idx = this.getPartIndices(partNr, totalParts);
                conf.Distances= this.Distances(:,idx);
                conf.DistEps= this.DistEps;
            end
        }


        function copy = clone() {
            copy = kernels.config.GaussConfig(" G ",1);
            copy = clone@kernels.config.RBFConfig(this, copy);
            copy.Distances= this.Distances;
            copy.DistEps= this.DistEps;
        }


};
}
}