OULAD-Comparative analysis-SS vs STEM courses

Published: 22 May 2023| Version 1 | DOI: 10.17632/8624n5symc.1
Contributors:
Raúl Marticorena Sánchez, Antonio Canepa Oneto, Carlos López-Nozal, Jose Antonio Barbero

Description

The current Python notebooks/scripts preprocess and train classifiers on OULAD dataset to compare prediction results on SS vs STEM Courses An R script is available to analyse the collected results.

Files

Steps to reproduce

Step 1. Generate preprocessed data files running 01_OULAD_Preprocessing.py Step 2. Train models running 02_OULAD_Training.py Step 3. Collect result CSV file in the directory .\data\results\results_[date]_0_41_1.csv Step 4. Analyse result file with R script Anaylisis_OULAD.R

Institutions

Universidad de Burgos Escuela Politecnica Superior

Categories

Data Mining, Supervised Learning, Computer-Assisted Learning, Virtual Learning Environment, Academic Performance, Academic Learning, Online Education

Licence