141 search results - page 14 / 29 » Using Two-Class Classifiers for Multiclass Classification |
115
click to vote
BMCBI
2004
14 years 10 months ago
2004
Background: A routine goal in the analysis of microarray data is to identify genes with expression levels that correlate with known classes of experiments. In a growing number of ...
106
click to vote
AICS
2009
14 years 8 months ago
2009
Multi-class classification algorithms are very widely used, but we argue that they are not always ideal from a theoretical perspective, because they assume all classes are characte...
BMCBI
2006
14 years 10 months ago
2006
Background: We present a novel strategy for classification of DNA molecules using measurements from an alpha-Hemolysin channel detector. The proposed approach provides excellent c...
120
click to vote
PAMI
2008
14 years 9 months ago
2008
A common way to model multiclass classification problems is by means of Error-Correcting Output Codes (ECOCs). Given a multiclass problem, the ECOC technique designs a code word fo...
110
Voted
DAGM
2008
Springer
14 years 12 months ago
2008
Springer
Most current methods for multi-class object classification and localization work as independent 1-vs-rest classifiers. They decide whether and where an object is visible in an imag...