2 effective ways to explain your predictions (Ep. 163)

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References

• Fisher, Aaron, Cynthia Rudin, and Francesca Dominici. “Model Class Reliance: Variable importance measures for any machine learning model class, from the ‘Rashomon’ perspective.” http://arxiv.org/abs/1801.01489 (2018).

• Python SHAP https://github.com/slundberg/shap

Episode source