Project information
- Category: Machine Learning
- Purpose: Durham University
- Assignment Grade: 89%
- Project date: May, 2020
- Github URL: https://github.com/Kwiddy/MLCoursework
Machine Learning Coursework
For this assignment, I was tasked with using the OULAD dataset with machine learning methods to predict which of the following final results a student would achieve: withdrawn/fail/pass/distinction. I implemented several different models to compare results and accuracies before settling on a random forest classifier and logistic regression model to present my final results in the report above. For the full code and a PDF of the report please see the Github link above.