>> matrix = [ [2 3]; [5 7];]; >> matrix matrix = 2 3 5 7 >> import ca.ubc.cs.beta.smac.matlab.* >> mds = MatlabModelDataSanitizer(matrix,[], 1, [-1],true) Calls written & deleted to: /tmp/lastoutput-mds-3 mds = ca.ubc.cs.beta.smac.matlab.MatlabModelDataSanitizer@38bcd14f >> mds.getPCAVectors() ans = -0.707106781186548 0.707106781186547 >> mds.getPCACoefficients() ans = 2 >> [pccoeff,pcVec] = pca(matrix,1) pccoeff = 12.5 pcVec = 0.6 0.8