DocumentCode
3634595
Title
Novel method for evaluation of multi-class area under receiver operating characteristic
Author
Petr Honzík;Pavel Kučera;Ondřej Hynčica;Václav Jirsík
Author_Institution
Department of Control and Instrumentation, Faculty of Electrical Engineering and Communication, Brno University of Technology, Czech Republic
fYear
2009
Firstpage
1
Lastpage
4
Abstract
Two novel methods for computation of multi-class AUC are introduced. Both methods are of lower computational complexity then the current method. Their real time-requirements are different and experimentally proven. The better method is described in detail to make it possible to implement it in any environment or programming language.
Keywords
"Computational complexity","Sorting","Optimization methods","Communication system control","Instruments","Computer languages","Area measurement","Classification algorithms","Input variables","Probability"
Publisher
ieee
Conference_Titel
Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control, 2009. ICSCCW 2009. Fifth International Conference on
Print_ISBN
978-1-4244-3429-9
Type
conf
DOI
10.1109/ICSCCW.2009.5379453
Filename
5379453
Link To Document