Search Results for author: Patoomsiri Songsiri

Found 3 papers, 0 papers with code

Sub-Classifier Construction for Error Correcting Output Code Using Minimum Weight Perfect Matching

no code implementations27 Dec 2013 Patoomsiri Songsiri, Thimaporn Phetkaew, Ryutaro Ichise, Boonserm Kijsirikul

We propose a method for constructing the Error Correcting Output Code to obtain the suitable combination of positive and negative classes encoded to represent binary classifiers.

Classification General Classification +1

Enhancements of Multi-class Support Vector Machine Construction from Binary Learners using Generalization Performance

no code implementations11 Sep 2013 Patoomsiri Songsiri, Thimaporn Phetkaew, Boonserm Kijsirikul

We propose several novel methods for enhancing the multi-class SVMs by applying the generalization performance of binary classifiers as the core idea.

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