With over 261 million inhabitants, Indonesia is home to approximately 15,000 villages, according the Ministry of Villages, Disadvantaged Regions, and Transmigration. Among these, 1,406 are in West Java. Of 504 them advanced, 464 developing, 390 disadvantaged, 48 very disadvantaged. The CatBoost machine learning model was used classify village funds Java from 2018 2021 had an accuracy rating 75%...