Welcome to my GitHub for my 4th-year thesis, where I share the code for the models I made in my research.
Title:
Advancing Replicability: The Potential of Random Forests - Comparative Study of Machine Learning Models in Psychology
Author:
Kentaro Suzuki
The data can be found at:
https://osf.io/ngdz8/
The Author of the Original Study:
Puah, S. (2021, January 28). Predicting Students’ Academic Performance:
A Comparison between Traditional MLR and Machine Learning Methods with PISA 2015.
https://doi.org/10.31234/osf.io/2yshm
File name:
completedData.merged.csv
Note:
I modelled my research based on Puah (2021) and others.