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A unified view of class-selection with probabilistic classifiers

✍ Scribed by Le Capitaine, Hoel


Book ID
122025978
Publisher
Elsevier Science
Year
2014
Tongue
English
Weight
882 KB
Volume
47
Category
Article
ISSN
0031-3203

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This article deals with the two-class classiΓΏcation problem, where the class conditional probability (x)=P{Y =1 | X=x} belongs to some known class of functions F. Given a data-based skeleton estimate Fn of the class F, with respect to the empirical L1-norm, we consider methods of constructing classi