Abstract

Student Potential In Learning Can Be Seen From Student Learning Outcomes. Learning Outcomes Are The Main Reference In The World Of Education In Indonesia. Educational Success Cannot Be Separated From The Factors That Influence Education Itself. In School Education, Learning Outcomes Are Very Important, This Is Because Learning Outcomes Are An Educational Assessment Of Students' Progress And Development In Learning. In This Study, Researchers Used Data From Alumni Of Class 3 Students At SMK N Tugumulyo In 2023, Totaling 338 Students. The Method Used In The Research Is The Naive Bayes Method. The Naive Bayes Method Is A Data Mining Technique For Utilizing Large Amounts Of Data As A Source Of Appropriate Information In Classifying Data. In This Research, Results Were Obtained In Predicting Students' Potential For Subjects Accurately Using The Naïve Bayes Method As Seen From The Accuracy Value Of 0.98 Or 98 %,