In order to avoid the discussion of equation(1.1), this paper employs the proof method of Liang(2012) to consider the re-weighted Nadaraya-Watson estimation of conditional density. The established results generalize those of De Gooijer and Zerom(2003). In addition, this paper improves the bandwidth condition of Liang(2012).