Title :
Combinatorial approach to information class coverage estimation influence on the recognition rate
Author :
Tayanov, Vitaliy
Author_Institution :
Karpenko Physico-Mech. Inst., Lviv, Ukraine
Abstract :
In this paper the important recognition task of information class reduction possibility by combinatorial approach has been solved. Class reduction process has been realized on the basis of recognition results registered from the experiment.
Keywords :
learning (artificial intelligence); object recognition; class reduction process; combinatorial approach; information class coverage estimation; information class reduction; learning; recognition rate; recognition task; classifier; cross-validation; information class coverage; learning sample; overtraining; pattern;
Conference_Titel :
Modern Problems of Radio Engineering, Telecommunications and Computer Science, 2008 Proceedings of International Conference on
Conference_Location :
Lviv-Slavsko
Print_ISBN :
978-966-553-678-9
