I will be arriving in guangzhou at 1pm from KL.

my flight to another city north in china will only depart at 6pm. Can i get out of the airport and visit GZ by metro for two hours or so before going back into the airport for my connecting flight?.Or i am not allowed to leave the airport. Is the above visit advisable ?. My luggage is checked through to the final city. thanks.