function [ bags ] = runBagging( X,Y,numIterations,minLeafs,rf )

%RUNBAGGING Summary of this function goes here

%   Detailed explanation goes here

    bags = cell(1,1);

    options = statset('UseParallel',true);

    numPrint = numIterations/10;

    for i=1:size(minLeafs,2)

        disp(strcat('Running leaf parameter: ', num2str(minLeafs(i))));

        if(rf)

            bags{i} = TreeBagger(numIterations,X,Y,'Method',...

            'classification','OOBPred','on','minleaf',minLeafs(i),...

            'NVarToSample','all','NPrint',numPrint,'Options',options);

        else

            bags{i} = TreeBagger(numIterations,X,Y,'Method',...

            'classification','OOBPred','on','minleaf',minLeafs(i),...

            'NPrint',numPrint,'Options',options);

        end

    end

end