Hello !
This is my first post to scn, so, please, be generous)
I'm working with HANA PAL for 4 monthes. My domain is time series predictions, so I'm using *ESM functions collection, espeially TESM.
When I build my forecast models, I always want to visualise the results - that gives me the first understanding of whether I'm doing right or not. You know that - two charts are much less "readable" than one:
vs
When you look at the second one - you get very clearly that your forecast is not realy good, while looking at the first two you might think "Mmm?... :???: "
So, what we want is to merge the input PAL table/view (let it be fact) and the output one - let it be prediction.
There would be no problem here if you had your data in the appropriate structure by default:
But usually I don't. :sad:
My raw data usually comes as PSEUDO_TIMESTAMP | DOUBLE table.
Where PSEUDO_TIMESTAMP may be of mm-yyyy, ww-yyyy, yyyy.mm, yyyy.ww and so on...
So, the question is - how to sort it in an appropriate way and then to numerate the rows?
After that you can easily create table/view with {"id","value"} to feed to ESM, and then to left join with prediction results
on fact.ID = prediction.ID
Then you visualize the final table/view of your prediction in HANA Studio -> Data Preview -> Analysis
Hope that will help you :smile:
Precise forecasts to all of us
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