ABSTRACT Poverty is a condition of a person's inability to meet the standard of basic necessities of life. Poverty is one of the indicators of people's welfare that determines the condition of welfare and the success of development in a country. The study aims to classify poor households in Pekanbaru City in 2020 with a total of 797 households. The classification algorithms used are random for…