educational data mining (EDM)

1 article · search the full text for this term

• Published Subscription Original Research 24 Sep 2026

  Building a Fair and Transparent Student Performance Predictor Using Interpretable Machine Learning

  By Preyash Choudhary, Ankur Das, Sonu Gupta

  Abstract: This research incorporates a new, ethical framework that will help predict student performance based upon equitable access for all students, with a specific focus on the principles of ethics (fairness, transparency). The primary focus of this work is to use a scaled Random Forest Regressor (RFR) model to project Semester Three CGPA of MCA students, by including several different enrichment factors into a single comprehensive enriching dataset containing sem1 and …

  Published in International Journal of Education Sciences · Vol. 3, Issue 2, 2026 · pp. 48–56 Read article →