Abstract: A spatial data mining prototype system(visual geo-classify) based on VC~(++) 6.0 and MapObject2.0 are designed and developed,the basic arithmetic of the spatial data mining of the system is used decision tree and Bayesian networks,and datum classify are used training and learning and the integration of the two to realize.The result indicates that this prototype system is a practical and extensible visual interactive spatial data mining tool.