CS7CS4- Machine Learning- Income Prediction
This project was a submission for individual Machine Learning competition as part of the 2019/20 machine learning module at Trinity College Dublin, whose details can be found here. The Hash ID used for submission was A913A6235B6DC3F40F6F.
The Submission gave the results in Top 10%. The submissions can be found in /submission_files and submission_file_14.csv produced the highest score.
The code iterations throughout the semester can be found in \code_iterations. The final code is Final_Kaggle.py.
The code broadly is comprised of,
- Loading Data
- Cleaning Data
- Modifying/Creating Features
- Encoding
- Modelling
- Predicting