Machine Learning and Model Explanation in Mass Appraisal

Presentation Category

04 APPRAISING PROPERTY

General Session Description

This presentation will discuss readily available machine learning (ML) technology and the techniques to apply it to property valuation. Practical in-depth use cases around market modeling and comparable sales are presented and particular attention is paid to the application of model explanation techniques.

Audience Expertise

Intermediate (Ideal for the participant with a general knowledge within the areas covered.)

Location

Room 108

Start Date

8-28-2024 8:00 AM

End Date

8-28-2024 9:00 AM

Moderator

Frank Xu, Ph.D., CMA, Town of Farmington, Maine

This document is currently not available here.

Share

COinS
 
Aug 28th, 8:00 AM Aug 28th, 9:00 AM

Machine Learning and Model Explanation in Mass Appraisal

Room 108

This presentation will discuss readily available machine learning (ML) technology and the techniques to apply it to property valuation. Practical in-depth use cases around market modeling and comparable sales are presented and particular attention is paid to the application of model explanation techniques.