PREDIKSI TINGKAT KEMENANGAN MOBILE LEGENDS PROFESIONAL LEAGUE INDONESIA SEASON 9 DENGAN MENGGUNAKAN ALGORITMA NAÏVE BAYES

Mobile Legends Professional League Indonesia Season 9 is a competition event for the Mobile Legends game: Bang Bang with a league system that takes place in Indonesia and has been running for 9 seasons. The game used in the Mobile Legends Professional League Indonesia performance is Mobile Legends: Bang Bang. Mobile Legends: Bang Bang is a MOBA genre game. Some of the problems that exist in the game are winning and losing. The purpose of this study is to predict the team's win rate in every match in Mobile Legends Professional League Indonesia Season 9. Naïve Bayes is used as a predictive algorithm model in this study and CRISP-DM is used as the research method. CRISP-DM has six stages of process, namely 1) Business Understanding, 2) Data Understanding, 3) Data Preparation, 4) Modeling, 5) Evaluation, 6) Deployment. The results of the study are the results of predictions for the Mobile Legends Professional League Indonesia Season 9. The results obtained are in the form of accuracy values, precision values, and recall values. The results of the prediction of hero statistics obtained are the accuracy value 1.0, precision 1.0 and recall 1.0.