This study aims to predict a student's graduation on time (GOT) using machine learning
algorithms. We applied five different machine learning algorithms, namely Random Forest …

Universities in Indonesia are working hard to improve the graduation rates of their students
as it is considered a measure of success and quality in terms of accreditation. This study …

Nowadays, the application of data mining is widely prevalent in the education system. The
ability of data mining to obtain meaningful information from meaningless data makes it very …

The declining rate of student graduation in today's higher institutions of learning has become
a major source of concern to educational authorities, school administration and parents …

In most universities, the number of students who graduated on time reflect tremendously on
their operation costs. In such cases, the high number of graduate-on-time or GOT students …

Graduation time of students, both undergraduate and postgraduate, has been a prime focus
in universities recently. Over the years, there have been numerous research on using data …

The world's move to a global economy has an impact on the high rate of student academic
failure. Higher education, as the affected party, is considered crucial in reducing student …

Data mining has a very important role in the world of education that can help educational
institutions in predicting and making decisions related to student's academic status. In …

Solving the problem of student late graduation has been a lot of research done before, with
various methods and algorithms. Likewise, the comparison of various methods to predict …

In tertiary institutions, students become one of the important parameters in the evaluation of
study program organizers. Prediction of student graduation is a special concern to know …