ABSTRACT Prediction is an attempt to look at past conditions to predict future conditions. Prediction of student achievement is something that is very important in the world of education that can increase quality graduates. This study aims to implement the Naïve Bayes Classifier Algorithm to predict student achievement for one semester at SMKN 1 Barumun. The initial data used was 1191 student…