Comparison of Regression Machine Learning Algorithms of Explaining Students' Academic Performance¶

This project investigated supervised learning techniques among KNN, Trees, SVM, and linear regression to explain the factors associated with school performance of a group of students under secondary education in Portuga.

List of files:

Project report and with python code

dataset: student-por.csv, student-mat.csv

dataset appendix: student.txt

data merge file: student-merge.R

related images: img folder