This repository contains the code for the Intelligent Data Analysis practical project at Instituto Politécnico de Viseu.

This project was developed using Python 3.13.1. To install the dependencies, run the following command:

pip install -r requirements.txt

There are two ways of running this project

You can run the project by simply running the main.py file, and it will prompt you with what dataset and method you want to use.

python main.py

Example:

The project also has two flags that can be used to specify the dataset (--dataset= or -d) and the method (--method= or -m).

python main.py [-h] [-d {mushrooms,loans}] [-m {naive_bayes,decision_tree,random_forest,knn}]

Example:

python main.py --dataset=mushrooms --method=naive_bayes
# or
python main.py -d mushrooms -m naive_bayes