What Does SOM Stand For?

SOM stands for Self Organizing Map

SOM, or Self Organizing Map, is an unsupervised machine learning algorithm used for clustering and data visualization. It operates by organizing high-dimensional data into a lower-dimensional (typically two-dimensional) grid, preserving topological properties. Through a competitive learning process, SOMs group similar data points together, making it easier to identify patterns and relationships within complex datasets. This technique is widely applied in various fields, including data mining, image processing, and pattern recognition.

Other Meanings for SOM