ML Models Explained

Explain churn prediction models to stakeholders in terms of performance and predictions.

Explain churn prediction models to stakeholders in terms of performance and predictions. This app was created using shinydashboard and the H2O ML framework. It allows you to inspect various performance metrics as well as local and global explanations of predictions.

Check out the app here. It may take a few seconds to load.

Individual predictions

Feature Importance

Performance curves

Partial dependence

Tools and technology used

• R
• H2O
• Shiny
• Docker