IEEE - Institute of Electrical and Electronics Engineers, Inc. - Precision-recall operating characteristic (P-ROC) curves in imprecise environments

2006 18th International Conference on Pattern Recognition

Author(s): T.C.W. Landgrebe ; P. Paclik ; R.P.W. Duin ; A.P. Bradley
Sponsor(s): IEEE CPS
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2006
Conference Location: Hong Kong, China
Conference Date: 20 August 2006
Volume: 4
Page(s): 123 - 127
ISBN (Paper): 0-7695-2521-0
ISSN (Paper): 1051-4651
DOI: 10.1109/ICPR.2006.941
Regular:

Traditionally, machine learning algorithms have been evaluated in applications where assumptions can be reliably made about class priors and/or misclassification costs. In this paper, we consider... View More

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