Machine-Learning Methods for Insurance Applications-A Survey
The Society of Actuaries is pleased to make available a research report that provides a literature survey of methodologies applying machine learning to insurance claim modeling. Summaries of data and empirical work can be found in the two accompanying Jupyter files. The report was authored by Alex Diana, Jim Griffin, Jaideep Oberoi, and Ji Yao.
The SOA would like to thank the following individuals for serving on the Project Oversight Group:
Syed Danish Ali
Mary Pat Campbell
Lie Jen Houng
Jim Wright, SOA Project Manager
Mervyn Kopinsky, SOA Experience Studies Actuary
Steve Siegel, SOA Research Actuary
Ronora Stryker, SOA Research Actuary
Barbara Scott, Sr. Research Administrator
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