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Use case 6 : Churn Prediction
Overview
Business Case
Supporting Data
Workflow Overview
Requirements
Detailed Walkthrough
Data acquisition
Data preparation
Cross validation
Building a baseline model
Training custom models in DSS
Create a Scikit-Learn (Python) model
Create a R model
Create a H20 model
Introduction to using Vowpal Wabbit
VW input format helper script
Create a VW model
Assess performances
Wrap-up
Conclusion
Teach online with
VW input format helper script
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