Traffic accidents are things that often cause loss of life. The number of traffic accidents varies every year, therefore anticipation is needed such as the addition of personnel on each road that is prone to accidents. This study aims to predict the number of accidents and material losses in Riau Province using the Support vector regression (SVR) method. The traffic accident data obtained is an…