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Upon implementing cluster Examination to the road Room quality indicators with the Macau Peninsula, this study discerned noteworthy interrelations among different indicators. A classification approach reliant on a solitary indicator is insufficient for a comprehensive description of the classes; as a result, a multifactorial classification design i