Export to GitHub

cleartk - issue #414

lexical function tree kernels do not implement lambda correctly


Posted on Feb 3, 2015 by Grumpy Horse

The lambda parameter for a tree kernel typically limits the weight of very large structures by discounting the number of common subtrees to a value between 0 and 1. The new feature of allowing partial matches of lexical items needs to be multiplied by lambda to be correct in practice. This was missed in testing by only using lambda=1.0. New tests will check for case where lambda != 1.0.

Comment #1

Posted on Feb 3, 2015 by Grumpy Horse

(No comment was entered for this change.)

Status: Fixed

Labels:
Type-Defect Priority-Medium Component-ml-tksvmlight