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The UK City of Culture title was created following the success of Liverpool's year as European Capital of Culture (ECoC) in 2008.
In this paper, we explore and propose a minimal design of ECOC in terms of the number of classifiers.
Meanwhile, there are many corresponding decoding strategies that have been proposed for Ternary ECOC in earlier literatures.
The first deals with the 'poetics' of ECoC, that is, the presentation of ECoC in an attractive manner to win local support and attract outside attention.
Two key factors affecting the performance of Error Correcting Output Codes (ECOC) in multiclass classification problems are the independence of binary classifiers and the problem-dependent coding design.
Genetic Algorithms (GA) have been previously applied to Error-Correcting Output Codes (ECOC) in state-of-the-art works in order to find a suitable coding matrix.
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Experimental results emphasize the robustness of Thinned-ECOC in comparison with existing state-of-the-art code generation methods.
This paper proposes an efficient new approach to the classical ECOC design in order to improve independency among classifiers.
As Liverpool says it is continuing to reap the benefits of being the UK's last holder of the ECoC title in 2008, what can Derry hope to achieve from winning the new UK-only crown?
Xiao and Guo [62] also proposed a semi-supervised HTL method for multi-class DA called Subspace Co-Projection with ECOC (SCP-ECOC).
Glasgow, the only other UK city to have so far held the ECoC crown - in 1990 - also reaped the benefits.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com