23 search results - page 2 / 5 » Reducing multiclass to binary by coupling probability estima... |
ARTMED
2007
13 years 4 months ago
2007
Objective: This study investigates the use of automated pattern recognition methods on magnetic resonance data with the ultimate goal to assist clinicians in the diagnosis of brai...
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
Multiclass classification problems are often decomposed into multiple binary problems that are solved by individual binary classifiers whose results are integrated into a final...
NIPS
2001
13 years 6 months ago
2001
The support vector machine (SVM) is known for its good performance in binary classification, but its extension to multi-class classification is still an on-going research issue. I...
AVBPA
2003
Springer
13 years 9 months ago
2003
Springer
Abstract. In face recognition, a simple classifier such as NNk − is frequently used. For a robust system, it is common to construct the multiclass classifier by combining the out...
UAI
2004
13 years 6 months ago
2004
Suppose that the only available information in a multi-class problem are expert estimates of the conditional probabilities of occurrence for a set of binary features. The aim is t...