Spencer Matthews
Spencer Matthews
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Machine Learning in Ratemaking, an Application in Commercial Auto Insurance
This paper explores the tuning and results of two-part models on rich datasets provided through the Casualty Actuarial Society (CAS). …
Spencer Matthews
,
Brian Hartman
Apr 8, 2022
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mSHAP: SHAP Values for Two-Part Models
mSHAP values can be used to gain insights on variable importance when using two-part models that are commonly used in insurance modeling.
Spencer Matthews
,
Brian Hartman
Dec 24, 2021
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mSHAP, Explaining Two-Part Models
Summary Presented my work on MSHAP values at the 24th International Insurance: Mathematics and Economics Conference in July of 2021. This conference was held in a virtual format.
Spencer Matthews
Jul 8, 2021
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