what is the difference between one class learning and two class learning?

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On this link, it says about one- class and two-class learning.
I don't understand one class learning. If there is only one class then why learning is required?
I understand that binary classification is two- class learning. Can anyone explain me what is one- class learning?

Accepted Answer

Image Analyst
Image Analyst on 26 Aug 2016
Not sure I understand it 100% but did you look way down the page where it explains it: "One-class learning, or unsupervised SVM, aims at separating data from the origin......."

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