Kartu Indonesia Pintar (KIP) program is a government initiative to provide financial support to outstanding students who experience economic limitations. This research compares the effectiveness of three classification algorithms, namely Decision Tree (C4.5), Random Forest, and Naïve Bayes, in determining student recipients of the Kartu Indonesia Pintar (KIP) Scholarship at Sriwijaya Universit…