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Multiclass Learning Approaches: A Theoretical Comparison with Implications

Published on Jan 14, 20132897 Views

We theoretically analyze and compare the following five popular multiclass classification methods: One vs. All, All Pairs, Tree-based classifiers, Error Correcting Output Codes (ECOC) with randomly ge

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Multiclass Learning Approaches: A Theoretical Comparison with Implications00:00
How to analyse?00:56
Summary of Results02:22
Proof Techniques03:10