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» Loss-Weighted Decoding for Error-Correcting Output Coding
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VISAPP
2008
15 years 2 months ago
Loss-Weighted Decoding for Error-Correcting Output Coding
Sergio Escalera, Oriol Pujol, Petia Radeva
133
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PAMI
2010
170views more  PAMI 2010»
14 years 11 months ago
On the Decoding Process in Ternary Error-Correcting Output Codes
—A common way to model multiclass classification problems is to design a set of binary classifiers and to combine them. Error-Correcting Output Codes (ECOC) represent a successfu...
Sergio Escalera, Oriol Pujol, Petia Radeva
121
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PKDD
2009
Springer
164views Data Mining» more  PKDD 2009»
15 years 5 months ago
Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification
Sang-Hyeun Park, Johannes Fürnkranz
121
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MCS
2010
Springer
15 years 7 months ago
Class-Separability Weighting and Bootstrapping in Error Correcting Output Code Ensembles
A method for applying weighted decoding to error-correcting output code ensembles of binary classifiers is presented. This method is sensitive to the target class in that a separa...
Raymond S. Smith, Terry Windeatt
113
Voted
MCS
2009
Springer
15 years 7 months ago
Recoding Error-Correcting Output Codes
Abstract. One of the most widely applied techniques to deal with multiclass categorization problems is the pairwise voting procedure. Recently, this classical approach has been emb...
Sergio Escalera, Oriol Pujol, Petia Radeva