Comparison J48 And Naïve Bayes Methods in Educational Analysis

Author:

Triayudi Agung,Widyarto Wahyu Oktri

Abstract

Abstract In the present, data mining can be applied in various fields. One of them is the field of education. By applying data mining in the field of education, education providers can make an analysis of students in their schools. Schools can predict student achievement, make assessments of students more thoroughly, and can also predict students’ interests and talents. This study will discuss the prediction of student learning habits and the prediction of student achievement in order to find out the right steps to take afterwards. In this study, two (2) classification algorithms were used, namely J48 and NaiveBayes. This is done to find the best results from each algorithm.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference16 articles.

1. Review on prediction algorithms in educational data mining;Kumar;International Journal of Pure and Applied Mathematics,2018

2. Data Mining Implementation to Predict Sales Using Time Series Method;Triayudi;Proceeding of the Electrical Engineering Computer Science and Informatics,2020

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