Node Classification

Node classification is a method used in analyzing networks or graphs to assign labels or categories to individual nodes (points) within the network. Imagine a social network where each person is a node; node classification might predict a person's interests or community based on their connections and attributes. It leverages patterns in the relationships and data to make informed predictions about each node’s role or type. This technique helps in applications like identifying fraud in financial networks, recommending items in e-commerce, or understanding social behaviors.