Knowldge Graph Embedding Model for Customer Churn Prediction

Capstone Project Master of Data Analytics NUIG

The contents of the files are as such

dataPrep : Juypter notebook with data preperation and creation of knowledge graph
experiment : Juypter notebook contains the creation, traning and predcition of the KGE models
Baseline Model : Juypter notebook contains the traning, predcition and evaulation of the Random Forest Model
eval : Juypter notebook contains the evaulation of the KGE models

The data provided

bank.csv and Telco_customer_churn.csv contains the orginal data
bank_prepped.csv and Telco_prepped.csv contain the data after balancing the classes and preperation
BankTriples.csv and TelcoTriples.csv contain the Knowldege Graph created from the above data

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
BankTriples.csv		BankTriples.csv
Baseline Model.ipynb		Baseline Model.ipynb
DataPrep.ipynb		DataPrep.ipynb
README.md		README.md
TelcoTriples.csv		TelcoTriples.csv
Telco_customer_churn.csv		Telco_customer_churn.csv
Telco_prepped.csv		Telco_prepped.csv
bank.csv		bank.csv
bank_prepped.csv		bank_prepped.csv
eval.ipynb		eval.ipynb
experiment.ipynb		experiment.ipynb