svdMSMEval.m

function RSLT = svdMSMEval(trainData, testData, nSubDim1, nSubDim2, showFlag)
    if ~exist('showFlag', 'var') || isempty(showFlag)
        showFlag = true;
    else
        showFlag = false;
    end

    if ndims(testData) == 4
        testSet = size(testData, 3);
    else
        testSet = 1;
    end
    nClass = size(trainData, 3);

    RSLT = cell(size(nSubDim2, 2), size(nSubDim1, 2));
    for i = 1:size(nSubDim1, 2)
        V1 = cvtBasisVectorSVD(trainData, nSubDim1{i});
        for j = 1:size(nSubDim2, 2)
            V2 = cvtBasisVectorSVD(testData, nSubDim2{j});
            sim = orzCanonicalAngles(V1, V2);
            RSLT{j, i} = OrzEval(sim(:, :, end, end), orzLabel(testSet, nClass));
            if showFlag == true
                fprintf('subdim1: %d, indim %d, ER: %0.3f%%, EER %0.3f%% \n', nSubDim1{i}, nSubDim2{j}, RSLT{j, i}.ER, RSLT{j, i}.EER);
            end
        end
    end
end