The present paper deals with the way of reducing the nonlinear error of temperature measurement for temperature transducer of heat sensitive resistance and formulas of its parameter calculation. The author offers an optimal distributive method of machine error and its cost on the basis of the whole transducer machine. With the optimal design of the transducer machine, its accuracy is increased greatly and its scope of temperature measurement is expanded considerably.