80 search results - page 1 / 16 » On the Learnability and Design of Output Codes for Multiclas... |
COLT
2000
Springer
13 years 9 months ago
2000
Springer
Output coding is a general framework for solving multiclass categorization problems. Previous research on output codes has focused on building multiclass machines given predefine...
PAMI
2008
13 years 4 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...
TEC
2008
13 years 4 months ago
2008
In this paper, we propose an evolutionary approach to the design of output codes for multiclass pattern recognition problems. This approach has the advantage of taking into account...
ICML
1997
IEEE
14 years 5 months ago
1997
IEEE
IDEAL
2003
Springer
13 years 10 months ago
2003
Springer
The error-correcting output coding (ECOC) method reduces the multiclass learning problem into a series of binary classifiers. In this paper, we consider the dense ECOC methods, co...