SHAP and LIME can tell you which features influenced a prediction. They cannot tell you whether to believe them. Inside the investigative discipline that keeps SupportLogic’s escalation prediction models trustworthy in production.
CEO of SupportLogic and the author of “Support Experience"
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Director, Product Management
Solutions Engineer, SupportLogic
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