Spambase: a binary classification problem

Final Project for the Machine Learning Course in 2022 at University of Cagliari.

The Project

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