Probability Estimates for Multi-class Classification by Pairwise Coupling

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Summary

Two approaches for obtaining class probabilities can be reduced to linear systems and are easy to implement and shown conceptually and experimentally that the proposed approaches are more stable than the two existing popular methods.

Type
article
Published
2003-12-09
Cited by
2,025
References
29

Keywords

Pairwise comparison, Voting, Class (philosophy), Computer science, Coupling (piping)

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