Re: LTR and working with feature stores

2018-01-13 Thread Dariusz Wojtas
Ups, Diego, I have just read your answer again. Now I see that it is [features] element that triggers calculation of all store features. That gives hope model only executed the features it needs ;) Best regards, Dariusz Wojtas On Sat, Jan 13, 2018 at 11:12 PM, Dariusz Wojtas wrote: > Hi, > > T

Re: LTR and working with feature stores

2018-01-13 Thread Dariusz Wojtas
Hi, Thanks for the response, I understand that all features from the given store are calculated, no matter if they are used or not. OK, spread features across different models. But what if different models share some features? Creating copies of feature definitions in different stores, one per mod

Re: LTR and working with feature stores

2018-01-13 Thread Diego Ceccarelli
Hi Dariusz, On Jan 12, 2018 14:40, "Dariusz Wojtas" wrote: 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] What is the p

LTR and working with feature stores

2018-01-12 Thread Dariusz Wojtas
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