local model

A **local model** generally refers to a simplified or specialized representation of a system, process, or phenomenon that applies only within a limited region, context, or set of conditions. In machine learning and artificial intelligence, a local model often means a model that captures the behavior or patterns of data specific to a certain subset or neighborhood of the input space, rather than attempting to generalize globally across all possible data.