23 search results - page 1 / 5 » On Hadamard-Type Output Coding in Multiclass Learning |
IDEAL
2003
Springer
14 years 4 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...
ICML
1997
IEEE
14 years 11 months ago
1997
IEEE
ECCV
2006
Springer
14 years 2 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 3 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...
PRL
2008
13 years 11 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...