Based on the fundamental theory of clustering analysis and fuzzy mathematics, the numerical and attributes characteristic samples of history flood were established, and the characteristic samples were analyzed on a basin by using feature weighted fuzzy clustering algorithm. The floods of various kinds were calibrated of runoff-conflux integrated on the basis of the Xinanjiang model, the real-time hydrological forecasting accuracy was enhance by using the fuzzy recognition of samples.