Multi-Classification by Using Tri-Class SVM

Abstract

The standard form for dealing with multi-class classification problems when bi-classifiers are used is to consider a two-phase (decomposition, reconstruction) training scheme. The most popular decomposition procedures are pairwise coupling (one versus one, 1-v-1), which considers a learning machine for each Pair of classes, and the one-versus-all scheme… (More)
DOI: 10.1007/s11063-005-3500-3

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