uncovering Shared Structures in Multiclass Classification: Difference between revisions
Jump to navigation
Jump to search
| Line 1: | Line 1: | ||
=Introduction= | =Introduction= | ||
In their paper ''Uncovering Shared Structures in Multiclass Classification'', the authors Amit ''et al.'' wrote about how hidden structure can be utilized to improve the accuracy in multiclass classification. The uncovering of such hidden structure | In their paper ''Uncovering Shared Structures in Multiclass Classification'', the authors Amit ''et al.'' wrote about how hidden structure can be utilized to improve the accuracy in multiclass classification. The uncovering of such hidden structure was accomplished | ||
by a mechanism that learns the underlying characteristics that are shared between the target classes. | by a mechanism that learns the underlying characteristics that are shared between the target classes. The benefits of finding such common characteristics was demonstrated in the context of large margin multiclass linear classifiers. | ||
Revision as of 11:09, 22 November 2010
Introduction
In their paper Uncovering Shared Structures in Multiclass Classification, the authors Amit et al. wrote about how hidden structure can be utilized to improve the accuracy in multiclass classification. The uncovering of such hidden structure was accomplished by a mechanism that learns the underlying characteristics that are shared between the target classes. The benefits of finding such common characteristics was demonstrated in the context of large margin multiclass linear classifiers.