one-class classification

synonyms: independent classification, unary classification
https://doi.org/10.1351/goldbook.10136
Classification identifying objects of a specific class amongst all objects, by learning from training data containing only objects of the specific class.
Note: The assignment of an object to a group may be in the form of a probability of membership.
Source:
PAC, 2016, 88, 407. (Vocabulary of concepts and terms in chemometrics (IUPAC Recommendations 2016)) on page 430 [Terms] [Paper]
Citation: 'one-class classification' in IUPAC Compendium of Chemical Terminology, 5th ed. International Union of Pure and Applied Chemistry; 2025. Online version 5.0.0, 2025. https://doi.org/10.1351/goldbook.10136 RIS BibTex EndNote
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