AREA UNDER THE RECEIVER OPERATING CHARACTERISTIC AS A SORTING PROBLEM
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F09%3APU81193" target="_blank" >RIV/00216305:26220/09:PU81193 - 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
AREA UNDER THE RECEIVER OPERATING CHARACTERISTIC AS A SORTING PROBLEM
Original language description
The area under the receiver operating characteristic (AUC) is a typical measure of performance used in dichotomous classification. In our paper we introduce a novel interpretation and computation of AUC replacing calculation of area with nonparametric statistics and sorting algorithms. The newly developed algorithm leads to lower computational complexity. Furthermore the sequential interpretation and sorting approach lead to more comprehensible explanation of AUC in the case of multi-class problems.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JD - Use of computers, robotics and its application
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA102%2F09%2F1897" target="_blank" >GA102/09/1897: Safety of Car Transportation</a><br>
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2009
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
MENDELL 2009, 15th International Conference on Soft Computing
ISBN
978-80-214-3884-2
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
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Publisher name
Neuveden
Place of publication
Brno, Czech Republic
Event location
Brno University of Technology
Event date
Jun 24, 2009
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000273029500041