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Longterm play of Task*ST and DataBackends #180

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pat-s opened this issue May 24, 2022 · 1 comment
Open

Longterm play of Task*ST and DataBackends #180

pat-s opened this issue May 24, 2022 · 1 comment

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@pat-s
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pat-s commented May 24, 2022

With the addition of spatial DataBackends (DataBackendVector and DataBackendRaster) from {mlr3spatial} multiple combinations of Tasks and Backends are possible:

  • Task + spatial backends
  • Task*ST + non-spatial backend
  • Task*ST + spatial backend

Moving forward and to simplify both usage and development, we should pick one combination as the "recommended" one and potentially issue warnings for others.

cc @be-marc

@pat-s
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pat-s commented Jun 7, 2022

Summary of todays meeting

  • Focus on storing spatiotemp info in the task to be independent from the backend
  • Use Task*ST and Task*ST as the main tasks for spatiotemp ML
  • Eventually deprecate DataBackendVector - can also be a DataBackendDT with x and y columns

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