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Ensembles of Trees - Could we Actually File One?

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Description

PLEASE NOTE: REGISTRATION WILL CLOSE 10 AM ET THE DAY OF THE WEBINAR

Creating ensembles of multiple decision trees is a common approach in the wider predictive analytics world. These models can be quick to create and highly accurate, but also tend to be very complex. In insurance, a large portion of modeling effort is put toward more accurate pricing. The question then becomes, can ensemble models be used and filed in insurance pricing?

We'll cover strategies for incorporating these models into a pricing structure, including using these as submodels and analyzing residuals. We'll also discuss problems and solutions around filing these types of models.

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Registration Information and Fees

PLEASE NOTE: REGISTRATION WILL CLOSE 10 AM ET THE DAY OF THE WEBINAR

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October 22, 2020
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Contributors

  • Brian Poole

    Brian Poole has over 30 years of actuarial experience. He has filled both insurance company as well as consulting roles. He is currently an actuarial data manager with Indiana Farm Bureau where his efforts focus on implementing modeling solutions to enhance pricing, underwriting and claims.

  • Christopher Cooksey

    Chris Cooksey is Guidewire’s Predictive Analytics actuarial expert and leader of the Predictive Analytics Professional Services Team. Prior to Guidewire, Chris was the Chief Actuary of EagleEye Analytics. He began his career with 12 years at Nationwide Insurance in a variety of pricing roles, including leading the Nonstandard Auto Research and Development group. Chris received his Bachelor of Science in Physics from Valparaiso University and Masters in Physics from Ohio State University. He is a Fellow of the Casualty Actuarial Society, and a Member of the American Academy of Actuaries and the CAS Institute. Chris holds the Certified Specialist in Predictive Analytics designation.

November 5, 2020
Thu 12:00 PM EST

Duration 1H 30M

This live web event has ended.

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