Extreme Multiclass Classification Criteria

We analyze the theoretical properties of the recently proposed objective function for efficient online construction and training of multiclass classification trees in the settings where the label space is very large. We show the important properties of this objective and provide a complete proof tha...

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Bibliographic Details
Main Authors: Anna Choromanska, Ish Kumar Jain
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Computation
Subjects:
Online Access:http://www.mdpi.com/2079-3197/7/1/16