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interpret-ml committed Apr 2, 2020
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![Global Explanation Image](examples/python/assets/readme_ebm_global_specific.PNG?raw=true)

The graphs are the entire model.<sup>[*](#intercept-footnote)</sup> For regression, sum the scores from each graph to get your prediction. For classification, sum the scores and take the softmax. Nothing is hidden. You can inspect everything.

<p align="right"><i>
<a name="intercept-footnote">*</a>A single global intercept score is also required for computation, but not visualization
</i></p>

<br/>

Understand individual predictions
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- [Kaggle PGA Tour analysis by GAM](https://www.kaggle.com/juyamagu/pga-tour-analysis-by-gam)
- [Interpretable Prediction of Goals in Soccer](http://statsbomb.com/wp-content/uploads/2019/10/decroos-interpretability-statsbomb.pdf)
- [Explaining Model Pipelines With InterpretML](https://medium.com/@mariusvadeika/explaining-model-pipelines-with-interpretml-a9214f75400b)
- [Explain Your Model with Microsoft’s InterpretML](https://medium.com/@Dataman.ai/explain-your-model-with-microsofts-interpretml-5daab1d693b4)

## Contact us

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