What Does Example-Based Classification
Mean?
For example-based classification, the entire content of a document is compared with the categories of an example-based taxonomy (see What is an Example-Based Taxonomy?). The document is assigned to the categories that is most resembles in content. The categories of a taxonomy are defined in advance using example-documents to train them.

See also
What is an Example-Based Taxonomy?