LightMC: A Dynamic and Efficient Multiclass Decomposition Algorithm

25 Aug 2019Ziyu LiuGuolin KeJiang BianTieyan Liu

Multiclass decomposition splits a multiclass classification problem into a series of independent binary learners and recomposes them by combining their outputs to reconstruct the multiclass classification results. Three widely-used realizations of such decomposition methods are One-Versus-All (OVA), One-Versus-One (OVO), and Error-Correcting-Output-Code (ECOC)... (read more)

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