572 search results - page 1 / 115 » Estimating the Accuracy of Learned Concepts |
IJCAI
1993
13 years 6 months ago
1993
ICML
1998
IEEE
14 years 6 months ago
1998
IEEE
We analyze critically the use of classi cation accuracy to compare classi ers on natural data sets, providing a thorough investigation using ROC analysis, standard machine learnin...
AICCSA
2001
IEEE
13 years 9 months ago
2001
IEEE
CCE
2008
13 years 5 months ago
2008
Accuracy of an instrument has been traditionally defined as the sum of the precision and the bias. Recently, this notion was generalized to estimators [Bagajewicz, M. (2005a). On ...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
Learning Classifier Systems differ from many other classification techniques, in that new rules are constantly discovered and evaluated. This feature of LCS gives rise to an im...