123 search results - page 4 / 25 » Multi-information Ensemble Diversity |
ICPR
2008
IEEE
14 years 9 months ago
2008
IEEE
Ensemble of Classifiers (EoC) has been shown effective in improving the performance of single classifiers by combining their outputs. By using diverse data subsets to train classi...
MDAI
2005
Springer
14 years 1 months ago
2005
Springer
Combining a set of classifiers has often been exploited to improve the classification performance. Accurate as well as diverse base classifiers are prerequisite to construct a good...
CIDM
2009
IEEE
14 years 3 months ago
2009
IEEE
— Many real-world applications have problems when learning from imbalanced data sets, such as medical diagnosis, fraud detection, and text classification. Very few minority clas...
SIGIR
2006
ACM
14 years 2 months ago
2006
ACM
The performance of document clustering systems depends on employing optimal text representations, which are not only difficult to determine beforehand, but also may vary from one ...
SBRN
2006
IEEE
14 years 2 months ago
2006
IEEE