Abstract: A supplier evaluation model based on support vector machine(SVM)is firstly presented.The supplier evaluation index system and the quantitative method are given.The supplier evaluation system based on one-against-one mode of support vector machine is built.A simulation is given to prove the feasibility and practicability of the presented model,and the simulation results show that the support vector machine is of good ability of nonlinear modeling and good generalization under small data set.