GENAIWIKI

Machine Learning

Multi-Label Classification

A type of classification where multiple labels can be assigned to a single instance.

Expanded definition

In multi-label classification, each instance can belong to multiple classes, unlike traditional single-label classification. This approach is useful for problems like image tagging and text categorization, where an item may belong to more than one category. Techniques for multi-label classification include problem transformation methods and algorithm adaptation.

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