291 search results - page 2 / 59 » Reliability estimation of a statistical classifier |
ICML
2003
IEEE
14 years 5 months ago
2003
IEEE
When the goal is to achieve the best correct classification rate, cross entropy and mean squared error are typical cost functions used to optimize classifier performance. However,...
ICPR
2002
IEEE
14 years 5 months ago
2002
IEEE
In this paper, we investigate the advantages and weaknesses of various decision fusion schemes using statistical and rule-based reasoning. The cooperation schemes are applied on t...
AIMS
2007
Springer
13 years 11 months ago
2007
Springer
Using conditional promises, the reliability of promises can be measured without considering the reliability of the whole agent, by defining notions of when conditions operate and ...
ICDM
2010
IEEE
13 years 2 months ago
2010
IEEE
The prevailing approach to evaluating classifiers in the machine learning community involves comparing the performance of several algorithms over a series of usually unrelated data...
AICCSA
2006
IEEE
13 years 8 months ago
2006
IEEE
This paper proposes functional networks as an unconstrained classifier scheme for multivariate data to diagnose the breast cancer tumor. The performance of this new technique is m...