Hi,
I am working with the LTR rescoring.
Works beautifully, but I am curious about something.
How do I specify the feature store in a way different than using the
[features] syntax?
[features store=yourFeatureStore]
I have a range of models in my custom feature store, with plenty of
features implemented.
I have found that when I call LTR with model using only two features, Solr
still executes them all.
My setup in solrconfig.xml
-
<str name="fl">id,score,why_score:[explain style=nl],[features
store=store_incidentDB]</str>
<str name="rq">{!ltr reRankDocs=$reRankDocs model=simpleModelA}</str>
--
simpleModel above only uses LinearModel with 2 features.
What do I see in results?
In response I can see it has executed ALL features (there are values
calculated) in section:
1) -> response -> result -> doc -> <str name="[features]">HERE</str>
In addition, there is my model executed and only TWO features of the
executed model are presented in:
2) -> response -> debug -> explain
Why do I see all features being executed, if the specified model only
contains two features?
I tried to reduce 'fl' to:
<str name="fl">id,score,why_score:[explain style=nl]</str>
and id works as expected then:
1. additional features are not executed (correct)
2. my model works, only two features of the selected model (correct)
And the final questions for this long email are:
1. why does it execute all features when i specify 'store'?
2. how do I specify the 'store', if I have more stores, but do not want to
execute all their features?
Best regards,
Dariusz Wojtas
