Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
10369457 | Signal Processing | 2013 | 14 Pages |
Abstract
⺠One-versus-all scheme in multiclass classification. ⺠We operate a one-versus-all multiclass classifier, without training multiple binary classifiers. ⺠With the same classification accuracy, the computational complexity is orders of magnitude lower. ⺠We show that several celebrated coding of the multiclass labels have identical performance.
Related Topics
Physical Sciences and Engineering
Computer Science
Signal Processing
Authors
Paul Honeine, Zineb Noumir, Cédric Richard,