Distance between probability measures based on the relative operating characteristic curves
作者:
Rolando Biscay,
Roberto Pascual,
期刊:
Statistics
(Taylor Available online 1993)
卷期:
Volume 24,
issue 4
页码: 371-376
ISSN:0233-1888
年代: 1993
DOI:10.1080/02331888308802424
出版商: Gordon and Breach Science Publishers S.A.
关键词: Probability distance;ROC curve;feature evaluation
数据来源: Taylor
摘要:
In this paper a new distance between probability measures is introduced. The definition of the distance is based on the use of ROC (Relative Operating Characteristic) curves to evaluate the accuracv of discriminant Statistics. Basic properties concerning this distance are studied, sucu as its relation with the error probabilities, with Fisher's separability measure and with the area under ROC curves.
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