In a previous Monte Carlo simulations, it was found that both K modes and LCC have
equal efficiency in recovering a known cluster structure [27]. K modes are faster and
efficient than LCC in producing locally minimal clustering results. In this paper, we are
making use of both K modes clustering and cluster selection criteria of LCC cluster analysis
with the following reasons