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High speed regression

I am trying to run batch regressions on a pretty sizable set of data.  About ~1M distinct groups of data, each wtih 30-500 x,y pairs.

 

A batch macro with a linear regression works ok - but it is really slow.  Started at about 2-3s per regression.  After stripping out bunch or reporting from the macro, I am down to ~2s.  This is still feels quite slow compared to something purpose built.

 

Has anyone experimented with higher speed versions that just dump out m,b, & r2?

4 Comments
Ashish
8 - Asteroid

I had a similar issue.. the most amount of time is consumed in opeing R instance for the regression for every iteration. I worked around by- instead of using regression tool, use R tool and write your regression with Group by argument in there.

Atabarezz
13 - Pulsar

Actually what we need seems to be a very similar case with TS model factory...

But this time "Regression model factory"...

Community_Admin
Alteryx
Alteryx
Status changed to: Inactive
 
Community_Admin
Alteryx
Alteryx

The status of this idea has been changed to 'Inactive'. This status indicates that:

 

1. The idea has not had activity in the form of likes or comments in over a year.

2. The idea has not reached ten likes.

3. The idea is still in the 'New Idea' status. 

 

However, this doesn't mean your idea won't be implemented! The Community can still like and comment on this idea. With enough renewed interest, this idea can be brought back into the 'New Idea' status. 

 

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