



Many high school students struggle to choose a college major that suits their interests and abilities.
Low graduation rates in national university entrance selection (PTN).
Implemented a Naive Bayes Classifier to predict the most suitable major based on report card grade patterns.
Utilized Euclidean Distance to match grade patterns with historical data of successful students.
Tested model accuracy using Leave-One-Out Cross Validation (LOOCV).