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- One-class_classification abstract "In machine learning, one-class classification, also known as unary classification, tries to identify objects of a specific class amongst all objects, by learning from a training set containing only the objects of that class. This is different from and more difficult than the traditional classification problem, which tries to distinguish between two or more classes with the training set containing objects from all the classes. An example is the classification of the operational status of a nuclear plant as 'normal': In this scenario, there are (fortunately) few or no examples of catastrophic system states, only the statistics of normal operation are known. The term One-class classification was coined by Moya & Hush (1996) and many applications can be found in scientific literature, for example outlier detection, anomaly detection, novelty detection.A similar problem is PU learning, in which a binary classifier is learned in a semi-supervised way from only positive and unlabeled samples.".
- One-class_classification wikiPageID "20420396".
- One-class_classification wikiPageLength "3590".
- One-class_classification wikiPageOutDegree "15".
- One-class_classification wikiPageRevisionID "656800446".
- One-class_classification wikiPageWikiLink Anomaly_detection.
- One-class_classification wikiPageWikiLink Binary_classification.
- One-class_classification wikiPageWikiLink Bioinformatics.
- One-class_classification wikiPageWikiLink Category:Classification_algorithms.
- One-class_classification wikiPageWikiLink Category:Statistical_classification.
- One-class_classification wikiPageWikiLink Document_classification.
- One-class_classification wikiPageWikiLink Expectation–maximization_algorithm.
- One-class_classification wikiPageWikiLink Machine_learning.
- One-class_classification wikiPageWikiLink Multiclass_classification.
- One-class_classification wikiPageWikiLink Novelty_detection.
- One-class_classification wikiPageWikiLink Semi-supervised_learning.
- One-class_classification wikiPageWikiLink Statistical_classification.
- One-class_classification wikiPageWikiLink Supervised_learning.
- One-class_classification wikiPageWikiLink Test_set.
- One-class_classification wikiPageWikiLinkText "One-class classification".
- One-class_classification wikiPageWikiLinkText "one-class classifiers".
- One-class_classification wikiPageUsesTemplate Template:Compu-AI-stub.
- One-class_classification wikiPageUsesTemplate Template:Reflist.
- One-class_classification wikiPageUsesTemplate Template:Statistics-stub.
- One-class_classification subject Category:Classification_algorithms.
- One-class_classification subject Category:Statistical_classification.
- One-class_classification type Type.
- One-class_classification type Algorithm.
- One-class_classification type Redirect.
- One-class_classification type Type.
- One-class_classification comment "In machine learning, one-class classification, also known as unary classification, tries to identify objects of a specific class amongst all objects, by learning from a training set containing only the objects of that class. This is different from and more difficult than the traditional classification problem, which tries to distinguish between two or more classes with the training set containing objects from all the classes.".
- One-class_classification label "One-class classification".
- One-class_classification sameAs Q7092302.
- One-class_classification sameAs m.04zvlyx.
- One-class_classification sameAs Q7092302.
- One-class_classification wasDerivedFrom One-class_classification?oldid=656800446.
- One-class_classification isPrimaryTopicOf One-class_classification.