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Due to its logarithmic nature the Riemannian distance is robust to extreme values, that is, noise. As highlighted in , the processing procedures of Riemannian approaches such as RMDM is simpler and involves fewer stages than more classic approaches. Also, Riemannian classifiers apply equally well...