Data-Identity

Student DataHack - Data Identity hackathon 2018 Hosted by Analytics Vidhya https://datahack.analyticsvidhya.com/contest/the-data-identity-2/

Tool:

• Python 3.5

Libraries:

• numpy 1.12.1
• pandas 0.20.2
• catboost 0.8.1

File-Folder structure:

.
|-- code
|   |-- final_model.py                 # final code file to run
|-- data
|   |-- train.csv                      # Train dataset file
|   |-- test.csv                       # Test dataset file
|   |-- submissions
|       |-- sample_submission.csv      # sample submission file
|-- docs
|   |-- document.docx                  # document of what approach has been used to solve this problem.
|-- readme.md

How to run code file:

1. run final_model.py python file which is in code directory.
   python final_model.py

• This file will use train.csv file for training a model and test.csv file for prediction.
• After prediction sample_submission.csv file will be used for submission file format.
• cat_sub.csv submission file will be created under data/submissions directory.