How does AI Studio calculate centroids for clusters?
How Can We Help?
< All Topics

How does AI Studio calculate centroids for clusters?

Clusters are calculated according to a distance measure between the instances.  Each cluster is represented by a centroid. Centroids are computed by using the mean for numeric fields and the mode for categorical fields. For text and items fields, AI Studio selects the values that minimize the average cosine distance between the centroid and the points in its neighborhood.

Previous FAQ How can I treat missing numeric values to build clusters and centroids?
Next FAQ How does AI Studio calculate the distance between instances to create clusters?
type your search
Get in touch with us.
Our team is here to help you!

CONTACT INFO

For general inquiries:
hypersense@subex.com

For Media Relations:
sandeep.banga@subex.com

For Investor Relations: investorrelations@subex.com

For Careers:
jobs@subex.com
scroll-up

Before you go, can you please answer a question for us?