/Commercial-Online-Game-Data-Analysis-Competition

Design for Online Game Churn Prediction Model for considering residual value using the Commercial Online Game Data @ GIST

Primary LanguagePython

Design for Online Game Churn Prediction Model for considering residual value using the Commercial Online Game Data

Team information

Team : Ironman (박동주)
4th place

Model architecture

This is a simple network with several fully connected layers.
You can see model's detail architecture in create_model.py

Requirements

python==3.6
tensorflow-gpu==1.13.0
pandas>=0.23.4
numpy>=1.15.4
scikit-learn>=0.19.1

Run

First, unzip all the zip files in folder raw.

>> cd Ironman  
>> cd preprocess  
>> python preprocess.py  
>> cd ..  

If you want to train model

>> cd model  
>> python create_model.py  

Predict

>> cd predict  
>> python predict.py