SHAP Plots For Tabular Data - Interpretation Cheat Sheet
SHAP is super popular for interpreting machin learning models.
But there's a confusing amount of different plots available to visualize the resulting Shapley values.
But not any more.
To save everyone time and headaches, I created this cheat sheet for interpreting the most important SHAP plots
Content Of The Cheat Sheet
You'll get a 1-page PDF cheat sheet with:
đź’¬ An overview of the most important plots provided by SHAP:
- force plot
- beeswarm plot
- waterfall plot
- scatter plot
- bar plot
🤓 Quick guide for recommending when to use which plot
âś… Focus on interpretation
❌ No code, no longish introductions, no bla bla.
Who Is The Cheat Sheet For?
The cheat sheet is for anyone in need of interpreting SHAP plots. Or if you just want a handy reminder of the different visualizations.
But you should already should know the basics of SHAP and machine learning before using the cheat sheet.
Why get this cheat sheet?
âś… Feel confident about a correct model interpretation
âś… No more headaches for interpreting SHAP plots
âś… Save time otherwise spent scrolling through the huge shap documentation and blog posts
Get your cheat sheet today!
About Me
My name is Christoph, I am the author of the book Interpretable Machine Learning, and I work on making statistical modeling and machine learning accessible through my writing.
Cheat sheet for interpreting SHAP plots