How much better is `DecisionTreeRegressor` for `PetrosianCorrection`

PetroFit / petrofit

Python package for calculating Petrosian properties and fitting galaxy light profiles

https://petrofit.readthedocs.io

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How much better is `DecisionTreeRegressor` for `PetrosianCorrection` #119

Closed robelgeda closed 1 year ago

robelgeda commented 2 years ago

We have a working model of DecisionTreeRegressor but it is not tested yet.

robelgeda commented 1 year ago

As of now, this seems to add complexity to the approximations, it seems like using this kind of method will require rethinking how the grid is generated as well as how the closest point is found.