Support vector machine,a new computational method which can avoid over-fitting and has powerful prediction ability,has been used for establishing model of compositions and 28 d compressive strength of ground Ti-bearing slag cementing material.It implies that this new method of computation appears to be a useful tool for optimizing compositions of ground Ti-bearing slag cementing material.