In order to reduce the number of trials of new products in the textile production process, on the premise of satisfying the yarn quality, it is necessary to consider not only the economics and stock types of raw cotton materials, but also to comb the factors affecting the yarn quality and yarn quality And establish a simple and efficient prediction model to predict the yarn quality index.