[
https://issues.apache.org/jira/browse/SOLR-10811?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Yuki Yano updated SOLR-10811:
-----------------------------
Affects Version/s: (was: 6.5.1)
> Speed up MultipleAdditiveTreesModel by using QuickScorer algorithm
> ------------------------------------------------------------------
>
> Key: SOLR-10811
> URL: https://issues.apache.org/jira/browse/SOLR-10811
> Project: Solr
> Issue Type: Improvement
> Security Level: Public(Default Security Level. Issues are Public)
> Components: contrib - LTR
> Reporter: Yuki Yano
> Priority: Minor
> Attachments: quickscorer_model.pdf, SOLR-10811_master.patch,
> SOLR-10811.patch
>
>
> QuickScorer is an algorithm which can calculate multiple additive trees fast
> by using bitvectors for detecting target leaves.
> It was first published in SIGIR 2015 and won the best paper award of the
> conference.
> refs:
> http://zola.di.unipi.it/rossano/wp-content/papercite-data/pdf/sigir15.pdf
> We implemented QuickScorer as one of LTRScoringModel.
> This model uses same configuration of MultipleAdditiveTreesModel, thus it is
> easy to replace the model.
> Our experiments show our model can calculate scores about twice faster than
> MultipleAdditiveTreesModel.
--
This message was sent by Atlassian JIRA
(v6.4.14#64029)
---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]
