Compact yarns have great value for producers and its importance grow day by day. Its higher tenacity, lower unevenness and lower hairiness -if required- are some of the reasons this yarn type gains importance. Estimation using previous data has a great value in engineering. It helps to understand the product before producing it. This study deals with the effects of HVI fiber properties on compact-spun yarns' IPI fault results.