2 papers
cs.LG2013
Sub-Classifier Construction for Error Correcting Output Code Using Minimum Weight Perfect Matching
Patoomsiri Songsiri, Thimaporn Phetkaew, Ryutaro Ichise +1
Multi-class classification is mandatory for real world problems and one of promising techniques for multi-class classification is Error Correcting Output Code. We propose a method…
cs.LG2013
Enhancements of Multi-class Support Vector Machine Construction from Binary Learners using Generalization Performance
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. This concept will be applied…