3 search results - page 1 / 1 » Multi-class SVM optimization using MCE training with applica... |
80
Voted
ICASSP
2010
IEEE
15 years 13 days ago
2010
IEEE
This paper presents a minimum classification error (MCE) training approach for improving the accuracy of multi-class support vector machine (SVM) classifiers. We have applied th...
108
Voted
ICASSP
2008
IEEE
15 years 6 months ago
2008
IEEE
In this paper we investigate a discriminative approach to feature weighting for topic identification using minimum classification error (MCE) training. Our approach learns featu...
102
Voted
ECAI
2008
Springer
15 years 2 months ago
2008
Springer
Author identification is a text categorization task with applications in intelligence, criminal law, computer forensics, etc. Usually, in such cases there is shortage of training t...