This study aims to use Discriminant Analysis Method to establish an objective evaluation method of fabric textures,hoping that the prediction model of fabric textures can be configured through few key fabric structures and color properties. The study results show that Discriminant Function of fabric textures can in fact be established through the 11 properties. including yarn count, twisting count, twist directions (warp and weft), fabric ∞unt, thickness, weight, weave and fabric color tristimulus values. However, the result is unsatisfactory when the correct discriminant rate only lies between 53-63%. Other statistical methods will be tried in the future studies to find a fabric textural evaluation model that has good prediction ability.