/Grades-Analysis

A project made by Samarth,Varang and Pranav dtu 2k19. Used to predict next semester grades using previous semester result

Primary LanguageJupyter Notebook

Predicting Grades

  • This project focuses on predicting grades of a student, given his/her past academic performance
  • Alternative grading solution incase of exam cancellation
  • The dataset was downloaded from Delhi Technological University's official website, and converted to a csv file using this online tool
  • Using Sklearn library and a variety of Machine Learning Algorithms, with Random Forest Classifier performing the best.
  • Final model was finally able to achieve an R2 score of 0.70!

Sample Results


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