The influence coefficient matrix of the linear axisymmetric triangular element and the input vector expression are derived.

Once the input vectors have passed the "equal size" and "size greater than 1" tests, the heart of the algorithm is executed.

A method using combined parameters of natural frequencies and modal components as input vectors for support vector machine is presented in this paper.