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» Using Two-Class Classifiers for Multiclass Classification
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ICPR
2002
IEEE
14 years 3 months ago
Using Two-Class Classifiers for Multiclass Classification
David M. J. Tax, Robert P. W. Duin
GECCO
2006
Springer
173views Optimization» more  GECCO 2006»
14 years 2 months ago
Sets of receiver operating characteristic curves and their use in the evaluation of multi-class classification
Within the last two decades, Receiver Operating Characteristic (ROC) Curves have become a standard tool for the analysis and comparison of classifiers since they provide a conveni...
Stephan M. Winkler, Michael Affenzeller, Stefan Wa...
NPL
2008
100views more  NPL 2008»
13 years 10 months ago
Comparing Combination Rules of Pairwise Neural Networks Classifiers
A decomposition approach to multiclass classification problems consists in decomposing a multiclass problem into a set of binary ones. Decomposition splits the complete multiclass ...
Olivier Lezoray, Hubert Cardot
COST
2009
Springer
172views Multimedia» more  COST 2009»
13 years 8 months ago
Facial Expression Recognition Using Two-Class Discriminant Features
This paper presents a novel facial expression recognition methodology. In order to classify the expression of a test face to one of seven pre-determined facial expression classes, ...
Marios Kyperountas, Ioannis Pitas
CVPR
2006
IEEE
15 years 26 days ago
Image-Based Multiclass Boosting and Echocardiographic View Classification
We tackle the problem of automatically classifying cardiac view for an echocardiographic sequence as a multiclass object detection. As a solution, we present an imagebased multicl...
Shaohua Kevin Zhou, J. H. Park, Bogdan Georgescu, ...