Obesity Prediction Project

A project to demonstrate/practice my data-cleaning and Mdelling skills using Python, Pandas etc.

Data Science
Python
2025
Data Analysis
Data Cleaning
Machine Learning
Regression Analysis
Author

Peter Gray

Published

September 1, 2025

Document

Document

This project explores obesity prediction using logistic regression, LASSO regression, and random forest models. It demonstrates data wrangling, model fitting, evaluation, and visualization using Python (and statsmodels for odds ratios with confidence intervals).

The document is produced using Quarto + Python, with outputs styled for PDF reports (LaTeX support for tables, title pages, and formatting).

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