23 search results - page 1 / 5 » On Hadamard-Type Output Coding in Multiclass Learning |
IDEAL
2003
Springer
14 years 26 days 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...
ICML
1997
IEEE
14 years 8 months ago
1997
IEEE
ECCV
2006
Springer
13 years 11 months ago
2006
Springer
Abstract. This paper presents a novel method to solve multi-view face detection problem by Error Correcting Output Codes (ECOC). The motivation is that face patterns can be divided...
COLT
2000
Springer
14 years 10 hour 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...
PRL
2008
13 years 7 months ago
2008
We develop a new multiclass classification method that reduces the multiclass problem to a single binary classifier (SBC). Our method constructs the binary problem by embedding sm...