Novel method for evaluation of multi-class area under receiver operating characteristic

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 e...

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Bibliographic Details

Published in:	2009 Fifth International Conference on Soft Computing, Computing with Words and Perceptions in System Analysis, Decision and Control pp. 1 - 4
Main Authors:	Honzik, P., Kucera, P., Hyncica, O., Jirsik, V.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01-09-2009
Subjects:	Area measurement Classification algorithms Communication system control Computational complexity Computer languages Input variables Instruments Optimization methods Probability Sorting
Online Access:	Get full text
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