Final Project for the Machine Learning Course in 2022 at University of Cagliari.
Analysis of the dataset "Spambase". Use of Machine Learning with Oversampling and Undersampling techniques using scikit-learn, pandas, matplotlib and imblearn. Final report with the results obtained.
The project consists of two versions:
- CLI version
- Run the file main.py
- GUI version
- Run the file mainWindow.py
You can import the environment with: conda env create -n ML --file Project_ML_Env.yml
You can find the final report here: Final Report
Authors: Alessandro Soccol, Giovanni Murgia, Pietro Cosseddu, Marco Cosseddu, Arturo Rodriguez