A fuzzy controlling method was proposed. It controls the training parameters according to the property of training samples, i.e.adjusts the study rate with fuzzy rules. The fuzzy rules are determined by the distribution of the training set and the important level of each kind of samples. The classification rate can be improved in this way and the fast convergence property can be achieved.