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Show NMAE on plot #149

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peterdudfield opened this issue May 9, 2024 · 3 comments
Open

Show NMAE on plot #149

peterdudfield opened this issue May 9, 2024 · 3 comments
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@peterdudfield
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Detailed Description

Following on from #142 , would be good to show a normalised MAE too.

Context

  • useful to see metrics in % too

Possible Implementation

  1. Show MAE / capacity of the site
  2. Show MAE / mean(generation)
@peterdudfield
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You have to get the site capacity from the site object - you have to use this function to get the site info - https://github.com/openclimatefix/pv-site-datamodel/blob/main/pvsite_datamodel/read/site.py#L14

@peterdudfield
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I think 2. has been done.

Do you think you can also add in 1.
MAE / site capacity. This is a useful reference, as the ML metrics are made using this

@peterdudfield
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peterdudfield commented May 13, 2024

To get site capacity might have to use https://github.com/openclimatefix/pv-site-datamodel/blob/main/pvsite_datamodel/read/site.py#L14 this function to get the site object. You can the get the capacity from this site object

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