This repository contains Isaac Backus' Machine Learning final project for CSE 546: Machine Learning at University of Washington.
The goal of this project was to predict a person's gender from their OkCupid profile responses. The dataset used is a publicly available, small set of OkCupid profiles. The data is reproduced here for convenience.
A PDF of the complete write-up of methods and results can be found here: Results
Please feel free to use these scripts/tools in part or in their entirety.
To get started, unzip profiles.csv.zip
in the data
folder.
Analysis scripts are contained in the analysis
folder.
analysis/
- Folder containing analysis scripts and resultsdata/
- Folder (soft link) containing zipped version of the OkCupid profilesliterature/
- A couple relevant articlesposter/
- Poster presenting the methods and resultswriteup/
- LaTex and PDF of complete write-up for methods and results