Student Grade Prediction Using C4.5 Decision Tree

Students form a main part of any institution that concerns with. But the institutions find it difficult to keep evaluate the performance of the students through the conventional method. Exams are the important part of the student’s life. Every student will be promoted to the next class only when they pass the exams. Through the exams the lectures can check how much the student understands and studies the day to day lessons. What if there is an application that can calculate the performance through the grade scored of the students in the examinations that are conducted? Yes, it is possible through the use of student grade prediction using C4.5 decision tree application. This will be one of the interesting applications that one can work on and implement in real time world.

The grade of the student can be calculated through the use of this application. The user can enter the internal and the external marks of the students through this application. This application can help in evaluating the performance of the students through the marks that is given as input. The modules that are included in the student grade prediction using C4.5 decision tree application are as follows:

  • Student database management: The details of the students of the organizations can be stored in the database with the use this application.
  • Security: The data that will be disclosed will be more secure since there will be no access to the unknown users through this application.
  • Performance: The performance of the students might be in curriculum as well as co-curriculum can also be stored through the use of this application.
  • One-click access: You will obtain the details of the students by entering his/her name or the roll number just in one click.
  • User interface: The user interface must be simple and easy to understand.
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