On Linear DETs
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F07%3A00101481" target="_blank" >RIV/00216208:11320/07:00101481 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
On Linear DETs
Original language description
This paper investigates the properties of a popular ROC variant - the Detection Error Trade-Off plot (DET). In particular, we derive a set of conditions on the underlying probability distributions to produce linear DET plots in a generalized setting. Weshow that the linear DETs on a normal deviate scale are not exclusively produced by normal distributions, however, that normal distributions do play an unique role in the threshold behavior as one moves along the DET line. An interesting connection between linear DETs and the Kullback-Leibler divergence is also discussed.
Czech name
O linearnich DETech
Czech description
O linearnich DETech
Classification
Type
D - Article in proceedings
CEP classification
BD - Information theory
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2007
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference
ISBN
1-4244-0728-1
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
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Publisher name
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Place of publication
Honolulu, HI
Event location
Honolulu, HI
Event date
Jan 1, 2007
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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