Rubber plantations play a vital role in the economy of Riau Province; however, rubber production is often influenced by various factors such as climate, government policies, and market conditions. This study aims to develop a rubber production prediction system for the regencies and cities in Riau Province using the Support Vector Regression (SVR) algorithm. The data used in this research is se…