To establish a method for discriminating cigarette quality, using Fisher's linear discriminant analysis theory, 16 parameters of 30 kinds of Chinese commercial finished cigarettes as discriminating factors, and of CO, tar amount and smoke nicotine amount as three discriminant functions the Fisher discriminant model was established. After verification, the model has a false positive rate of 0, and the prediction accuracy of the test calculation is 100%.