Analysis to Neyman-Pearson classification with convex loss function

Neyman-Pearson classification has been studied in several articles before. But they all proceeded in the classes of indicator functions with indicator function as the loss function, which make the calculation to be difficult. This paper investigates Neyman-Pearson classification with convex loss fun...

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Veröffentlicht in:	Analysis in theory & applications 2008-03, Vol.24 (1), p.18-28
Hauptverfasser:	Han, Min, Chen, Dirong, Sun, Zhaoxu
Format:	Artikel
Sprache:	eng
Schlagworte:	Analysis Approximations and Expansions Mathematics Mathematics and Statistics
Online-Zugang:	Volltext
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