Aiming at lack of fault samples and diagnosis knowledge in nautical steer, introduce a method based on support vector machine (SVM). According to nautical steer nonlinear input-output mapping feature, analyze SVM classification mechanism, introduce the fault diagnosis steps based on SVM, and solve the classification problems of small sample mode. Then, use simulation to verify the validity. The simulation result shows that the method fault classification correctness can reach 92%.