Based on diagnostic conceptual model of anomalous yearly frequency of tropical cyclone affecting East China, objective prediction models of yearly frequency of tropical cyclone affecting East China and Shanghai were constructed by using stepwise regression analysis. The prediction experiments were carried out and the results proved that the prediction models have predictive capacity.