WSDM-Churn-Prediction

ML algorithm to predict whether a user will renew their subscription or not - Kaggle Challenge

modelcompare.py - program to run a comparision of several classifiers with the database.

modelevaluate.py - program to predict whether the user will renew their subscription or not

Team members: Adithya Ganapathy, Srihari Murali and Nisshanthni Divakaran

Language Used: Python

Dataset Used: https://www.kaggle.com/lifinger/wsdm-kkbox/data

Steps to Compile:

1. Extract files.zip
2. Open command prompt
3. Change directory to <../project>
4. Run the following commands python modelevaluate.py Example:python modelevaluate.py "C:/project/files"

For comparision of models:

1. Open command prompt
2. Change directory to <../project>
3. Run the following commands python modelcompare.py Example:python modelcompare.py "C:/project/files/trainfinal.csv"