central example

Terms from Artificial Intelligence: humans at the heart of algorithms

When. looking at a class or cluster, a central example is one that is far form the edges, so that small pertubations in the values in the example do not change the classification. For example, a blackbird is a central example of a bird, wereas a penguin (lfughtless swims a lot) owuld be a boundary example. Cenral exmaples can be useful in explainable AI when the rules for allocating classes have been generaed using machine learning.

Used on pages 525, 526

Identifying central and boundary examples