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» Using Two-Class Classifiers for Multiclass Classification
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ICPR
2002
IEEE
15 years 5 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»
15 years 3 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»
15 years 2 days 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»
14 years 10 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
16 years 2 months 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, ...