Normalization in Letor

Olly Betts olly at survex.com
Wed Mar 29 05:01:51 BST 2017


On Tue, Mar 07, 2017 at 03:54:25PM +0530, Ayush Pandey wrote:
>              Wanted to know if other normalization techniques like
> normalization by standard-deviation have been tried to normalize the
> Feature-list in Letor.

I asked Parth about this, and his reply was:

basically we don't have tried different normalisation methodologies but
what we have in place is QuerylevelNorm which is a slight variant of
divide by maximum value limited to that query.  Link is here:
https://trac.xapian.org/wiki/GSoC2011/LTR/Notes#QueryLevelNorm

Cheers,
    Olly



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