Title :
Comprehensive evaluation of decision performance
Author :
Li, X. Rong ; Duan, Zhansheng
Author_Institution :
Dept. of Electr. Eng., Univ. of New Orleans, New Orleans, LA
fDate :
June 30 2008-July 3 2008
Abstract :
Decision performance metrics abound, but they all have three fundamental limitations: (a) none are unified for diverse situations including, in particular, the case with mis-specified truth; (b) none are comprehensive; and (c) they all rely on perfect knowledge of the ground truth. In this paper, we present a unified metric that measures decision performance comprehensively without the need to know the ground truth. It is truly a distance metric and enjoys many nice properties.
Keywords :
program testing; software metrics; software performance evaluation; comprehensive evaluation; decision performance metrics; distance metric; hypothesis testing; Performance evaluation; decision; hypothesis testing; measure; metric;
Conference_Titel :
Information Fusion, 2008 11th International Conference on
Conference_Location :
Cologne
Print_ISBN :
978-3-8007-3092-6
Electronic_ISBN :
978-3-00-024883-2
