Mia is a data analyst for an insurer. She has been asked to mine its claims data to determine whether buildings built before $1900$ have a greater chance of experiencing a complete loss than those built more recently. Mia is most likely to use which one of the following types of data model creation for this project?

Available answer options

Select only one option

A

Supervised learning

B

Unsupervised learning

C

Descriptive modeling

D

Predictive modeling