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
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.
