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||Masakazu IWAMURA, Seiichi UCHIDA, Shinichiro OMACHI, and Koichi KISE
||Quantity of Information of Recognition $B!=(BHow Many Bits Are Lacking for 100% Recognition?$B!=(B
|Month & Year
||The ultimate dream in pattern recognition
is to achieve 100% of recognition rate.
However, it is not so easy.
In this report, for achieving 100% of recognition rate and 0% of
rejection rate, we propose a new framework that the discriminator
receives not only a pattern itself but also supplementary information
about the class that the pattern belongs to.
For printed characters, experiments showed that
4 bits are required in the leave-one-out (L) method
and 1 bit is in the resubstitution (R) method.
Such kind of quantity of information has different characteristics
from recognition rates
This criterion can be a new criterion of a discriminator.