25 search results - page 1 / 5 » Improved Output Coding for Classification Using Continuous R... |
83
Voted
NIPS
2000
15 years 8 days ago
2000
Output coding is a general method for solving multiclass problems by reducing them to multiple binary classification problems. Previous research on output coding has employed, alm...
103
Voted
AI
2010
Springer
15 years 16 days ago
2010
Springer
Error-Correcting Output Coding (ECOC) is a general framework for multiclass text classification with a set of binary classifiers. It can not only help a binary classifier solve mul...
97
Voted
ICIP
2001
IEEE
16 years 15 days ago
2001
IEEE
Face recognition has become an important topic within the field of pattern recognition and computer vision. In this field a number of different approaches to feature extraction, m...
99
Voted
ICML
2005
IEEE
15 years 11 months ago
2005
IEEE
AdaBoost.OC has shown to be an effective method in boosting "weak" binary classifiers for multi-class learning. It employs the Error Correcting Output Code (ECOC) method...
ICML
2010
IEEE
15 years 3 hour ago
2010
IEEE
We propose a novel boosting algorithm which improves on current algorithms for weighted voting classification by striking a better balance between classification accuracy and the ...