Kaggle Facebook Recruiting III - Keyword Extraction

This repository includes my scripts for the Kaggle Facebook Recruiting III - Keyword Extraction competition. My solution is based on Alex Minnaar's blog post.

Instructions

• The model folder includes the following scripts: pre_process.py which prepares the training and testing files, classification_model_mongodb.py which creates association rules and creates the prediction output.
• In addition, you will need to create a csv directory and copy the data files in there (download data csv files here).

Suggestions

I would appreciate any suggestions you may have regarding improving the scripts. My current best public score on Kaggle is 0.50060.