Subclass Error Correcting Output Codes Using Fisher's Linear Discriminant Ratio

Error-Correcting Output Codes (ECOC) with sub-classes reveal a common way to solve multi-class classification problems. According to this approach, a multi-class problem is decomposed into several binary ones based on the maximization of the mutual information (MI) between the classes and their resp...

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Bibliographische Detailangaben

Hauptverfasser:	Arvanitopoulos, Nikolaos, Bouzas, Dimitrios, Tefas, Anastasios
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Encoding Equations Facial Expression Recognition Fisher's Linear Discriminant Machine learning Subclass Error Correcting Output Codes Support vector machines Training
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