Methods of response nonlinear transformations are suggested which permit to increase strongly an adequacy of mathematical model, obtained in experimental data processing during investigation of multifactor relations of the high-temperature melts. The fast-divergent interpretation methods for calculations of proposed model coefficients are found. The use of exponential, power, logarithmic and inverse trigonometric transformations with the purpose of linearization of the essentially nonlinear mathematical models is substantiated.