NATALI VALENTINA SUTANTO

2502022162

Degree Strata 1

Program/Study Program Data Science

Faculty/School School of Computer Science

THESIS TITLE COMPARISON OF THE IMPLEMENTATION RESULTS OF MACHINE LEARNING ALGORITHMS RANDOM FOREST, XGBOOST, AND LIGHTGBM IN PREDICTING CRIME PATTERNS