Liver Disease Prediction - Machine Learning (MATLAB)

Description 🖋️

This repository demonstrates the usage of a Random Forest Model to predict patients with liver disease. This was taken from a larger group project.

Original Dataset:

You can find the original dataset here.

Implementation Details:

Here are the relevant implementation details including instructions on how to train and run the models to reproduce the optimised results.

To test the model, please run the following MATLAB files:

• Random_Forests_Model.md for the Random Forest model. This includes the optimisation methods.

Clean Dataset:

• liver_disease_clean_data.csv contains the clean data outputted by pre-processing.