Infinite Gaussian Mixture Model

Concept Explanation

The Infinite Gaussian Mixture Model (IGMM) is an extension of the Gaussian Mixture Model . It handles situations where we don’t know how many clusters exist.

There are generally two approaches to solve this problem. The first is to test different numbers of clusters and compare which result is better, using common methods like the Elbow method (using Sum …