LELEC2870 Machine Learning Project: Predicting a person's weight based on eating habits and physical activities

About The Project

In this project, we apply Machine Learning to predict the weight (and BMI) of people based on their eating habits and physical activities.

The data that we are working with was garnered from a study conducted in Colombia, Peru and Mexico. Participants were asked, during a survey, a multitude of questions regarding their eating habits, their mode of transportation to work etc.

Project's structure

.
├── LELEC2870_Project_Instructions.pdf
├── Project_notebook.ipynb
├── data
│   ├── X1.csv
│   ├── X2.csv
│   ├── Y1.csv
│   └── Y2.csv
├── mlruns
├── readme.md
└── requirements.txt

Built With

• Python
• Mlflow

Prerequisites

Update the package lists repository:

sudo apt-get update

Install python:

sudo apt-get -y install python3-pip

Installation

Execute the following initialization command to install dependencies:s

pip3 install -r requirements.txt

Authors

Anthony Verriest and Marcin Wilk